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The seminar began with a warm welcome by Prof. CHEN Qingyan, Director of PAIR, followed by a brief introduction of the speaker by Mr Gavin NGAI, Deputy Director of the Global Engagement Office. Dr Tzezana commenced his presentation by identifying the common myths about AI and discussing how these myths hinder public awareness of AI’s rapid development in various fields. He then projected AI’s capabilities towards the end of the decade, suggesting that AI would soon outperform humans in many areas. Dr Tzezanna also examined the broader implications of these advancements, particularly their impact on the future of work, and offered insights into the skills and knowledge areas essential for staying competitive and successful in this rapidly evolving landscape.
Event date: 24/9/2024
Speaker: Dr Roey TZEZANA
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Computing and Mechanical Engineering
- Keywords:
- Artificial intelligence
- Resource Type:
- Video
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Video
The seminar began with a warm welcome by Prof. ZHANG Weixiong, Associate Director of PAIR, followed by a brief introduction of the speaker by Prof. ZHANG Chengqi, Chair Professor of Artificial Intelligence. Prof. Liu kick-started his presentation by outlining the key milestones in the evolution of robotics, and pointed out that human-centred intelligent robots should be able to co-exist, cooperate and collaborate with humans. He stated that robotics is a truly interdisciplinary field that combines engineering, science and humanities. Next, through a series of case studies, Prof. Liu examined how intelligent robots have been designed to work alongside humans in various applications, including civil infrastructure maintenance, construction, and manufacturing. He then discussed the dynamics of collaboration between humans and robots, and examined issues such as trust, computational modelling, physical and cognitive workload, brain-robot interface and human-centred design. By reflecting on the lessons learnt from these case studies, Prof. Liu highlighted both successes and challenges. At the end of his presentation, Prof. Liu emphasised that human-robot teaming is an interdisciplinary field. He also pointed out some areas for further development in the field, highlighting the many opportunities in robotics.
Event date: 10/10/2024
Speaker: Prof. LIU Dikai
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Computing and Mechanical Engineering
- Keywords:
- Human-robot interaction Robotics Artificial intelligence
- Resource Type:
- Video
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Video
The metaverse could offer multi-trillion-dollar opportunities for businesses in the long term, with the potential to transform many aspects of daily life.
- Subjects:
- Computing
- Keywords:
- Business enterprises -- Technological innovations Metaverse Technological innovations -- Economic aspects
- Resource Type:
- Video
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Video
By the end of the decade, the Metaverse could be worth between $6 trillion and $13 trillion. But what is it?
The Metaverse is not simply immersive virtual reality or a really cool video game. It's a combination of technologies that allows an unlimited number of users to experience real-time rendered, 3D virtual worlds synchronously and persistently.
It is difficult to predict how the Metaverse will evolve, just as it was nearly impossible to predict the emergence of Facebook during the era of Windows 95. The Metaverse will not replace the internet, but will build upon and extend it.
- Subjects:
- Computing
- Keywords:
- Shared virtual environments Metaverse Mixed reality
- Resource Type:
- Video
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Video
In today's video on what metaverse is and how it works, we will cover the basics of what makes the metaverse the next big thing in the digital world. From virtual meetings to online concerts, the metaverse is already here for people working with VR hardware. We take a look at the things that will make the metaverse an absolute necessity in this decade, along with the advantages of the metaverse and future prospects.
- Subjects:
- Computing
- Keywords:
- Shared virtual environments Metaverse Mixed reality Augmented reality Virtual reality
- Resource Type:
- Video
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Video
The lecture will explore the role of technology in promoting environmental sustainability. It focuses on the development and implementation of innovative technologies that can help address environmental challenges and contribute to a more sustainable future.We are developing green technologies to benefit sustainable environment, which will enable people and the environment to prosper together. The Center for Filtration Research (CFR) at the University of Minnesota, collaborating with 20 leading international filtration manufacturers and end users, was established to develop green technologies to mitigate PM2.5, VOCs, ozone and other environmental pollutants. CFR investigators perform fundamental and applied research on air, gas and liquid filtration. The current research projects include indoor air cleaning and Covid prevention, bioaerosols sensor development and evaluation, nanofiber production and modeling, nanotechnology and instrumentation developments, among others. Large-scale air cleaning towers are established in Xi’an and Yancheng in China, and two additional towers in Delhi, India. They are developed to mitigate PM2.5 pollutants in urban air. The second-generation tower in Yancheng is developed to reduce not only the PM2.5 but also CO2 in the atmosphere. The construction of a set of large-scale air cleaning towers to capture 16 million tons of CO2 annually is proposed. All these research and development activities are helping to improve sustainable environment.
Event date: 13/9/2024
Speaker: Prof. PUI David (University of Minnesota)
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Mechanical Engineering
- Keywords:
- Filters filtration Sustainable development Air -- Pollution Separation (Technology) Indoor air pollution Aerosols
- Resource Type:
- Video
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Video
A rapidly expanding research area involves the development of routes to shape programmable three-dimensional (3D) structures with feature sizes in the mesoscopic range (that is, between tens of nanometres and hundreds of micrometres). A goal is to establish methods to control the properties of materials systems and the function of devices, through not only static architectures, but also morphable structures and shape-shifting processes. Soft matter equipped with responsive components can switch between designed shapes, but cannot support the types of dynamic morphing capabilities needed to reproduce continuous shape-shifting processes of interest for many applications. Challenges lie in the establishment of 3D assembly/fabrication techniques compatible with wide classes of materials and 3D geometries, and schemes to program target shapes after fabrication.
In this talk, Prof. HUANG Yonggang will introduce a mechanics-guided assembly approach that exploits controlled buckling for constructing complex 3D micro/nanostructures from patterned two-dimensional (2D) micro/nanoscale precursors that can be easily formed using established semiconductor technologies. This approach applies to a very broad set of materials (e.g., semiconductors, polymers, metals, and ceramics) and even their heterogeneous integration, over a wide range of length scales (e.g., from 100 nm to 10 cm). To allow realisation of 3D mesostructures that are capable of qualitative shape reconfiguration, Prof. HUANG devises a loading-path controlled strategy that relies on elastomer platforms deformed in different time sequences to elastically alter the 3D geometries of supported mesostructures via nonlinear buckling. Prof. HUANG will also introduce a recent work on shape programmable soft surface, constructed from a matrix of filamentary metal traces, driven by programmable, distributed electromagnetic forces that follow from the passage of electrical currents in the presence of a static magnetic field. Under the guidance of a mechanics model-based strategy to solve the inverse problem, the surface can morph into a wide range of 3D target shapes and shape-shifting processes. The compatibility of these approaches with the state-of-the-art fabrication/processing techniques, along with the versatile capabilities, allow transformation of diverse existing 2D microsystems into complex configurations, providing unusual design options in the development of novel functional devices.
Event date: 08/08/2024
Speaker: Prof. HUANG Yonggang (Northwestern University)
Hosted by: PolyU Academy for Interdisciplinary Research
- Keywords:
- Buckling (Mechanics) Materials science Elastomers Microstructure
- Resource Type:
- Video
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Video
The idea of translanguaging has disrupted much of the thinking about language, communication and learning and raised some fundamental questions about human language and human cognition. One of these questions concerns an assumption that seems to underlie a great deal of the work on intercultural communication, and that is, speakers of different named languages not only use language differently, but also think differently and have different worldviews. In this talk, I want to invite the participants to rethink about this issue, from the perspective of Translanguaging, which posits that bilinguals and multilinguals do not think unilingually and thinking goes beyond named languages and indeed beyond what has traditionally been conceived as linguistic versus non-linguistic processes. I offer my views on the existing work in intercultural communication and cross-linguistic studies of cognitive processing and Linguistic Relativity. Implications of this common-humanity-based conceptual stance for intercultural communication including business and workplace lingua franca communication, as well as for language learning and pedagogy, and research design are discussed.
Event date: 18/07/2024
Speaker: Prof. Wei LI (University College London)
Hosted by: Faculty of Humanities
- Subjects:
- Language and Languages
- Keywords:
- Communicative competence Translanguaging (Linguistics) Multilingualism Intercultural communication Language awareness
- Resource Type:
- Video
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Video
Humans have long tried to make artificial versions of themselves. It is now well established that we attribute human-like states to artificial others. However, the effect of interacting with artificial minds and bodies on the human sense of self and self-identity is less understood. In this talk I will present theoretical and empirical work looking at embodied joint agency in human/ human versus human/ robotic and virtual agents. Specifically, I will outline the key role of the human embodiment and sense of self in establishing joint agency with artificial others. I will discuss key implications of these claims on recent efforts to design autonomous and interactive artificial others. I will introduce the notion of ‘hybrid agency’ to describe these new, technologically mediated ways to embody and control in tandem human and artificial minds and bodies in real and virtual environments.
Event date: 7/2/2024
Speaker: Prof. Anna CIAUNICA (University of Lisbon)
- Subjects:
- Technology
- Keywords:
- Technology -- Social aspects Human-computer interaction -- Psychological aspects Artificial intelligence
- Resource Type:
- Video
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Video
The seminar commenced with a welcome speech and speaker introduction by Prof. WANG Zuankai, Associate Vice President (Research and Innovation) of PolyU. This was followed by Prof. Leng’s presentation. He first provided a brief background about shape memory polymers (SMP), pointing out that these smart materials can reversibly change between permanent and temporary shapes in response to changes in external stimuli such as temperature. Next, he gave an overview of the researchers from different scientific research institutions and universities around the world who specialise in SMP research, and the types of SMP materials that HIT researchers focus on. He said that SMP are hard to actuate and their recovery strength and speed are low, and so relevant solutions to these challenges are important for the development of SMP composites (SMPC). Prof. Leng then gave examples demonstrating how SMPC can be prepared through actuation methods involving different stimuli such as heat, electricity, magnetism, radio frequency, solution/water, light, etc. He mentioned that SMPC can be used to prepare various structures for aerospace, smart manufacturing, photoelectric applications, microelectromechanical systems applications, and smart clothing. After that, Prof. Leng introduced 4D printing, a novel additive manufacturing process for producing printed objects that can adaptively change their configurations/properties in response to external stimuli. He mentioned that 4D printing is important for producing a range of SMPC-based materials for biomedical applications. To conclude, Prof. Leng said that SMP research is a fast-growing emerging research field. He anticipated that shape memory smart structures incorporated with sensors, actuators, and controllers, would be widely used in aerospace, civil aviation, automotive, energy and daily life.
Event date: 15/07/2024
Speaker: Prof. LENG Jinsong
Hosted by: PolyU Academy for Interdisciplinary Research
- Keywords:
- Additive manufacturing Shape memory polymers Smart materials Polymeric composites
- Resource Type:
- Video
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Video
The seminar commenced with a welcome speech and speaker introduction by Prof. CHEN Qingyan, Director of the PolyU Academy for Interdisciplinary Research (PAIR). In his presentation, Prof. Cao stated that urban environment engineering seeks to apply system engineering to solve complex urban problems. He highlighted that interdisciplinary research that combines scientific and mathematical approaches is crucial for understanding the mechanisms and laws concerning the complex interactions between humans and the ecological environment. Prof. Cao emphasised that the modelling of urban pollution involves a mix of techniques, including remote sensing, big data, computational simulation, the Internet of Things, artificial intelligence, digital twins, etc. He gave various project examples to explain how different techniques can be used for scientific monitoring, fast prediction, assessment and regulation of urban pollution. To conclude, Prof. Cao pointed out that advancements in urban environment modelling and intelligent control can build the scientific foundation for sustainable urban development.
Event date: 22/05/2024
Speaker: Prof. CAO Shi-Jie
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Environmental Engineering
- Keywords:
- Urban ecology (Sociology) Urbanization -- Environmental aspects Urban pollution
- Resource Type:
- Video
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Video
Empathy is the ability to share someone else’s feelings or experiences by imagining what it would be like to be in that person’s situation. It helps students to gain insight into the experiences of a diverse population. As a teacher, I believe empathy is key to forging the creative leaders of tomorrow and instilling the goal of a more equal and diverse society. Here, I explain how I use empathy as a core teaching strategy to apply theoretical content to solve real-world problems, encourage my students to practice those theories and stand in my students’ shoes to improve my teaching.
- Subjects:
- Good Practices
- Keywords:
- Effective teaching Teaching
- Resource Type:
- Video
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PDF Video Website
Problem-solving and effective decision-making are essential skills in today’s fast-paced and ever-changing workplace. Both require a systematic yet creative approach to address today’s business concerns. This course will teach an overarching process of how to identify problems to generate potential solutions and how to apply decision-making styles in order to implement and assess those solutions. Through this process, you will gain confidence in assessing problems accurately, selecting the appropriate decision-making approaches for the situation at hand, making team decisions, and measuring the success of the solution’s implementation. Using case studies and situations encountered by class members, you will explore proven, successful problem-solving and decision-making models and methods that can be readily transferred to workplace projects.
- Keywords:
- Decision making Problem solving
- Resource Type:
- PDF, Video, and Website
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PDF Video Website
How do we unlock the transformational power of design thinking? To do this, we must understand that this power lies not in what it encourages us to do, but in who it encourages us to become. We become design thinkers by experiencing design.
In this course, developed at the Darden School of Business at the University of Virginia, we will guide you through six key phases of the design journey - Immersion, Sensemaking, Alignment, Emergence, Imagining, and Learning in Action. For each of these phases, you will explore how design thinking done well impacts innovators by inviting them to bring their authentic selves into the innovation conversation. You will examine key behaviors that bridge the gap from beginner to competency, and deepen the skills that will allow you to achieve design thinking's transformational promise. You will also hear from industry leaders from all over the world who will share valuable lessons and personal stories about how experiencing design has shaped their exciting careers.
- Keywords:
- Industrial design Strategic planning Creative thinking Problem solving Creative ability in business
- Resource Type:
- PDF, Video, and Website
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PDF Video Website
Welcome Designers!
In this course, you will learn to use the most important tools from the field of human-centered design to generate ideas: stakeholder mapping, journey mapping, personas, value-chain analysis, the job-to-be-done, ethnographic interviews, and more. Learn to connect with your customers on a human level, to get beyond what they say and observe what they do.
Developed at the Darden School of Business at the University of Virginia, the courses sees a team of design experts join Jeanne Liedtka to explore some of these critical tools that will spark your creativity and help you discover more about your potential clients.
- Keywords:
- Strategic planning Consumer satisfaction Customer relations
- Resource Type:
- PDF, Video, and Website
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PDF Video Website
Welcome, designers!
In this course, developed at the Darden School of Business at the University of Virginia, you will carry on the design thinking process begun in our Insights to Inspiration course, beginning with the eighth step in our 14-Step process, bringing the ideas you developed in our Insights to Inspiration course to action. We start this course by asking, “What if?” We’ll use brainstorming in a new and creative way to generate solutions to your challenge, and then learn to take those raw ideas and synthesize them into important concepts. By asking, “What wows?” and “What works?” you will learn to move from ideation to experimentation.
Throughout this journey, you will gather critical skills that will enable you to turn your ideas into action that can have a profound impact on you and your organization.
- Keywords:
- Industrial design Strategic planning Creative thinking Problem solving Creative ability in business
- Resource Type:
- PDF, Video, and Website
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PDF Video Website
Welcome Designers!
In this course, developed at the Darden School of Business at the University of Virginia, we will introduce you to the design thinking process. It is a project-based course in which you will identify a human-centered problem that you want to solve. We will focus our attention on the first seven steps of our 14-Step design thinking process.
We’ll guide you through crafting and carrying out a research plan that helps you answer the question, “What is?” You will gather and identify important insights about the needs and wants of others and use this information to identify the attributes of an ideal solution.
- Keywords:
- Industrial design Strategic planning Creative thinking Problem solving Creative ability in business
- Resource Type:
- PDF, Video, and Website
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PDF Video Website
Have you ever tried to find a solution to a problem only to realize you’ve been focusing on the wrong problem from the very beginning? Or you’ve proposed a solution only to have it shut down by your boss or coworkers? How stressful and defeating is that? With massive changes in our world that seem to create the most difficult of circumstances, both personally and professionally, your skills as a critical thinker and problem solver need to be further developed now more than ever.
By the end of this course you will have learned and memorized a practical model to solve problems on your own and with others. These 7 critical steps will ensure that you have looked at a problem from every angle and considered multiple solutions. In fact, this dynamic and holistic approach will help you solve problems once and for all!
- Keywords:
- Problem solving Critical thinking
- Resource Type:
- PDF, Video, and Website
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PDF Video Website
The evolution of design has seen it become a discipline no longer limited to the concerns of a singular, specific domain and develop to become a pathway for solving complex, nonlinear problems. Design is becoming a capability-enhancing skill, equipping people with the ability to deal with uncertainty, complexity and failure.
In this course, we demonstrate how you can use design as a way of thinking to provide strategic and innovative advantage within your profession. Suitable for anyone who is curious about design and translating the processes and tools of design thinking into innovative opportunities, over 5 weeks we explore, apply and practice the design process: think, make, break and repeat.
Through introducing theoretical concepts and examining industry case studies with leading Australian design firms, we investigate design as learning about the context (the thinking part), building prototypes as tangible representations (the making part) and testing potential solutions (the breaking part). We build on this by showing the productive value of moving through the process quickly and often (the repeating part), to improve ideas and develop new insights.
Throughout the course, you will follow us through three of Australia’s most exciting design offices and learn from practicing designers and leaders in design. This insight into industry will enable you to develop a comprehensive understanding of design and the role it can and does play within the innovation landscape. You will leave this course with a set of practical tools and techniques to apply to situations within your own professional context, to translate problems into opportunities and solutions, and ultimately to innovate through design.
- Keywords:
- Creative thinking Critical thinking Creative ability in business
- Resource Type:
- PDF, Video, and Website
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PDF Video Website
This course deals directly with your ability for creativity which is a critical skill in any field. It focuses on divergent thinking, the ability to develop multiple ideas and concepts to solve problems. Through a series of creativity building exercises, short lectures, and readings, learners develop both an understanding of creativity and increase their own ability. This course will help you understand the role of creativity and innovation in your own work and in other disciplines. It will challenge you to move outside of your existing comfort zone and to recognize the value of that exploration. This course will help you understand the importance of diverse ideas, and to convey that understanding to others. The principal learning activity in the course is a series of "differents" where you are challenged to identify and change your own cultural, habitual, and normal patterns of behavior. Beginning with a prompt, e.g. "eat something different", you will begin to recognize your own = limits and to overcome them. In addition, you are encouraged to understand that creativity is based on societal norms, and that by it's nature, it will differ from and be discouraged by society. In this course, the persistence of the creative person is developed through practice. At the same time, these exercises are constrained by concerns of safety, legality, and economics, which are addressed in their creative process.
- Keywords:
- Creative thinking Divergent thinking Problem solving
- Resource Type:
- PDF, Video, and Website
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PDF Video Website
Creativity is important in nearly every facet of life. Advances in neuro-science, computing and psychology, along with developments in other domains and cross-disciplinary areas have resulted in ever increasing understanding of creativity. This module will explore some advanced approaches to creativity such as the use of analogy and metaphor, various thinking styles and the role of artificial intelligence. A framework called the creativity diamond is used to guide the selection of approach to creativity relevant to your project or activity.
- Keywords:
- Creative ability Analogy Creative thinking Metaphor Artificial intelligence
- Resource Type:
- PDF, Video, and Website
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PDF Video Website
Creativity is a widely acclaimed attribute. A range of creativity tools are available that rely on creativity principles to enable systematic idea generation. This module builds on the first module where various types of brainstorming were introduced along with the creativity diamond framework which provides a guide to which type of creative approach to use. Here we will introduce systematic creativity tools that can be used to provoke a wide range of ideas that might not normally arise and can be used to augment your innate creativity.
- Keywords:
- Creative ability Creative thinking Problem solving Thought thinking
- Resource Type:
- PDF, Video, and Website
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PDF Video Website
Creativity concerns the development of new ideas. Throughout human history, the application of ideas has led to transformations of our daily lives and society. Modern business activity thrives on recently developed ideas, and it is through creativity that we address both challenges and opportunities. In this module, we will help you develop your implicit understanding and skills in creativity. You will be introduced to a series of creativity tools that can be used to augment the ideas you might come up with independently. Specifically, we will develop your skills in list, sticky-note, grid and alphabet brainstorming through an introduction to the principles of the tool, along with examples and an opportunity for you to have a go. A framework called the creativity diamond is used throughout the course to guide which approach to creativity to use and when.
- Keywords:
- Creative ability Creative thinking Problem solving
- Resource Type:
- PDF, Video, and Website
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Video
A highly sought after skill, learn a simple yet effective four step problem solving process using the concept IDEA to identify the problem, develop solutions, execute a plan and then assess your results. The IDEA model is a linear, rational approach that is best suited for well structured problems. For a free course on getting the most out of S.M.A.R.T. Goals https://www.udemy.com/goal-setting/
- Keywords:
- Decision making Problem solving
- Resource Type:
- Video
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Video
Prof. Alex MIHAILIDIS, Associate Vice President of International Partnerships at the University of Toronto delivered the 19th PAIR Distinguished Lecture titled “The Future of Elder Care: Integrating Large Language Models” on 26 April 2024. The lecture attracted about 100 participants to join in person and captivated an online viewing audience of over 14,100 from different countries and regions to watch the live broadcast on multiple social media platforms, including Bilibili, WeChat, Weibo, YouTube, etc.
The lecture commenced with a welcome speech and speaker introduction by Prof. ZHENG Yongping, Director of the Research Institute for Smart Ageing (RISA), followed by an engaging presentation by Prof. Mihailidis. The content materials used in Prof. Mihailidis’s presentation were generated by ChatGPT, while he added the narrative.
In his presentation, Prof. Mihailidis first played several videos created by artificial intelligence (AI) to introduce what LLM is, how it can support elderly care services, some drawbacks of using LLM, and its future development. He supplemented that LLMs are advanced AI systems capable of understanding and generating human-like texts, as well as visual outputs and models that can respond to or interact with users. Next, Prof. Mihailidis outlined the specific benefits of using LLMs in elderly care, including the support tools and resources they offer to caregivers. He then delved into the ethical considerations and challenges in LLM design, such as privacy concerns, the risk of over-dependence on technology, and the barriers to technology adoption by older adults and their caregivers. To conclude, Prof. Mihailidis emphasised the role of empathetic and emotionally-intuitive AI in enhancing the quality of life for the elderly and supporting the caregiving ecosystem.
Following the presentation was a lively and insightful question-and-answer session moderated by Ir Prof. Zheng. The audience had a fruitful discussion with Prof. Mihailidis. A souvenir was presented by Prof. CHEN Qingyan, Director of PAIR, to thank Prof. Mihailidis for his excellent presentation and support to PAIR.
Event date: 26/04/2024
Speaker: Prof. Alex MIHAILIDIS (University of Toronto)
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Social Work and Human Services and Computing
- Keywords:
- Older people -- Care Natural language generation (Computer science) Artificial intelligence Technological innovations
- Resource Type:
- Video
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Video
The lecture commenced with a welcome speech and speaker introduction by Prof. CHEN Qingyan, Director of PAIR, followed by a presentation by Prof. Cui. He first shared his scientific journey by reminiscing about the old days when he moved abroad to develop an academic career after graduating in China and gradually became a highly successful scientist. Next, he explained the importance of interdisciplinary research and shared how the combination of medical science and engineering enables the development of health technologies such as imaging, keyhole surgery, in vitro diagnostics, in vitro fertilisation, etc. Prof. Cui emphasised that scientists are to “discover” and find out “how a thing happens” whereas engineers are to “create” and “make things happen”. He then gave some advice on how to do well in interdisciplinary research and shared some innovations in microbioreactor and point-of-care testing developed by him and his team which has achieved great success in research commercialisation and made significant contributions to drug discovery and public health. To conclude, Prof. Cui shared that scientific success is based on many factors, including team, facilities, timing, luck, etc., and encouraged the next generation of engineers and scientists to consider a career in biomedical engineering, an exciting and rewarding domain.
Following the lecture, a lively and insightful question-and-answer session was moderated by Ir Prof. ZHANG Ming, Director of the Research Institute for Sports Science and Technology (RISports), Head of the Department of Biomedical Engineering and Chair Professor of Biomechanics. The audience had fruitful discussions with Prof. Cui.
Event date: 23/04/2024
Speaker: Prof. Zhanfeng CUI (University of Oxford)
Hosted by: PolyU Academy for Interdisciplinary Research
- Keywords:
- Interdisciplinary research Interdisciplinary approach in education
- Resource Type:
- Video
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Video
This talk will survey the intersection of artificial intelligence (AI), ethics, and the Humanities in the UK. It integrates insights from bibliometric analyses, interviews with various stakeholders, and reviews of existing research infrastructure and policies. The talk examines the current state of AI ethics research in the UK, identifying the contributions of the Arts and Humanities, the obstacles researchers face, and the potential impacts of their work. It also considers the international research environment and strategic investments made by other countries in AI and ethics, drawing comparisons with the UK's approach. Opportunities and threats are identified within the context of academia, public perception, and commerce, including the impacts of AI on diverse populations and industries. The talk will conclude by considering how the situation in the UK may compare with that in Hong Kong.
Event date: 30/04/2024
Speaker: Prof. Tony MCENERY (Lancaster University and Shanghai International Studies University)
Hosted by: Faculty of Humanities
- Subjects:
- Philosophy and Computing
- Keywords:
- Artificial intelligence -- Philosophy Great Britain Artificial intelligence -- Moral ethical aspects
- Resource Type:
- Video
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Video
In this lecture, Prof. Robin D.S. YATES will focus on a review of recent data concerning the military development of the Qin and early Han periods. This information is crucial as these empires were established through the use of armed force. The lecture aims to address several fundamental inquiries that have previously lacked sufficient evidence. For instance, it will explore the command structure of the Qin and early Han forces, the fate of soldiers in victorious Qin armies, the treatment of defeated enemy, the existence of resistance against the Qin conquerors, the deployment of weapons and other equipment, the different types of soldiers present, and the methods employed in treating their wounds.
Event date: 11/04/2024
Speaker: Prof. Robin D.S. YATES (McGill University)
Hosted by: Faculty of Humanities
- Subjects:
- Chinese Studies
- Keywords:
- Han Dynasty (China) China Military art science Qin Dynasty (China) History Military
- Resource Type:
- Video
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Video
The lecture commenced with a welcome speech and speaker introduction by Prof. WANG Zuankai, Associate Vice President (Research and Innovation). In his presentation, Prof. Chen first gave a brief introduction to the United Nations’ 17 Sustainable Development Goals (SDGs) as well as the SDG monitoring practices in Mainland China. He pointed out that the Nation has adopted the high quality sustainable development concept, which emphasises harmonising the social, economic and environmental aspects in national development. Next, he elaborated on a pilot project that he led to measure Deqing County’s progress towards SDGs using geospatial and statistical information. The project was selected by the UN Department of Economic and Social Affairs as one of the first 16 good SDGs’ practices in 2020. After that, Prof. Chen shared that the achievement of sustainable development requires holistic and systematic research to build a digital governance system that can provide the basis for the scientific and orderly development of national territorial space. He also explained how territorial space sustainability studies can help unveil and analyse various patterns, such as the distributions of population, enterprises and public service facilities, and the relationships between them. To conclude, Prof. Chen introduced the national program on the development of the Realistic Geospatial Landscape Model (3dRGLm), which can generate digital description and representation of the real 3D geospatial spaces. This new geographic information system can support the Nation in achieving natural resources management and high quality sustainable development.
A question-and-answer session moderated by Prof. DING Xiaoli, Director of the Research Institute for Land and Space (RILS) and Prof. WENG Qihao, Associate Director of RILS, followed. The online and on-site audience engaged in a productive discussion with Prof. Chen.
Event date: 27/03/2024
Speaker: Prof. Jun CHEN (National Geomatics Center of China)
Hosted by: PolyU Academy for Interdisciplinary Research
- Keywords:
- Sustainable development Geospatial data China Sustainable Development Goals Geographic information systems
- Resource Type:
- Video
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Video
The lecture commenced with a welcome speech and speaker introduction by Ir Prof. MAN Hau-chung, Dean of Faculty of Engineering and Director of the Research Institute for Advanced Manufacturing (RIAM). In Prof. Lin presentation, he primarily indicated the increasing global requirements for reducing energy use and carbon dioxide emission of transportation vehicles, lightweight passenger cars have become an inevitable trend. Ultra-high strength steel (UHSS) can save the production cost of vehicles, improve productivity and car performance. Next, he introduced the “HFQ®-Technology” developed by his team in recent years that has enabled high strength alloys to be stamped into complex-shaped automotive components. He outlined the use of thermomechanical experimental tests for generating high quality data for modelling, and the use of spatio-temporal method for determining necking and fracture strains of sheet metals. He also explained the computational steps for evaluating the formability of sheet metals under hot stamping. To conclude, Prof. Lin emphasised that improvements in experimental sciences, technologies and standardised testing are important for supporting the development of new materials processing technologies.
Event date: 09/04/2024
Speaker: Prof. LIN Jianguo (Imperial College London)
Hosted by: PolyU Academy for Interdisciplinary Research
- Keywords:
- Automobiles -- Materials Steel High strength Automobile industry trade
- Resource Type:
- Video
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Video
The lecture commenced with a welcome speech by Prof. CHEN Qingyan, Director of PAIR, followed by a brief speaker introduction by Prof. Christopher CHAO, Vice President (Research and Innovation).
In his presentation, Prof. Brilakis first gave a brief introduction to digital twins (DT), pointing out that DT plays a central role in digital transformation. Next, he elaborated on the application of DT in the construction industry and explained how DT is involved in the planning, design, construction, maintenance and operation processes. He introduced research conducted at the University of Cambridge on inexpensive methods for generating object-oriented infrastructure geometry, detecting, and mapping visible defects on the resulting DT, automatically extracting defect spatial measurements, and sensor and sensor data modelling. Prof. Brilakis also provided examples of how these resulting DT are further exploited in design for manufacturing and assembly (DfMA), mixed-reality-enabled mobile inspection, and proactive asset protection from accidental damage. To conclude, Prof. Brilakis stated that DT, smart materials, data science, and automation & bobotics, constitute important digital assets for driving sustainability, and pointed out the future development directions in these areas.
A question-and-answer session moderated by Prof. DING Xiaoli, Director of the Research Institute for Land and Space (RILS), and Prof. WANG Yuhong, Member of RILS, followed. This session provided both the online and on-site audience with an opportunity to engage in a fruitful discussion with Prof. Brilakis.
Event date: 08/03/2024
Speaker: Prof. Ioannis BRILAKIS (University of Cambridge)
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Technology
- Keywords:
- Construction industry Digital twins (Computer simulation) Buildings -- Computer-aided design
- Resource Type:
- Video
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Video
Neuroemergentism, (NM) is a novel framework which has sought to consider language development as involving the organization and reorganization of cognition and its underlying neural substrate. Work to support this framework comes from studies of language and cognitive development. In this talk, I will focus on two separate levels, the sensorimotor plasticity needed to adjust to new input and the cognitive flexibility needed to select between these competing sources of information. This talk will discuss both these levels with regard to the neurocognitive adaptations seen in bilinguals. This will include structural brain differences in monolinguals and bilinguals that vary in the age of second language acquisition. In the second part, of the talk work that has focused on the cognitive flexibility will be presented. This will focus on the adaptations of the basal ganglia and frontostriatal tracts as a gating mechanism crucial for selecting the correct motor response. This includes newer work which links genes associated with dopamine to cognitive and language flexibility in bilinguals. The ways in which sensorimotor plasticity and cognitive flexibility represent accurate but incomplete conceptualizations of the competitive processes involved in language and cognitive processing will be discussed. The talk will conclude with potential future directions using an NM framework.
Event date: 15/03/2024
Speaker: Prof. Arturo E. HERNANDEZ (University of Houston)
Hosted by: Faculty of Humanities
- Subjects:
- Language and Languages
- Keywords:
- Language acquisition Code switching (Linguistics) Psycholinguistics Bilingualism
- Resource Type:
- Video
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Video
In the lecture, Prof. Batty gave an overview of the development of the science of cities in the last 50 years. Drawing on the system approach and complex theory, he explained that urban science involves top-down and bottom-up thinking; it is a systematic, complex and evolving discipline built on knowledge in social physics, economics, transportation and numerous scientific methods that yield theories. He illustrated this with city morphology examples from the UK and the Greater Bay Areas (GBA) generated by large-scale computer models. At the end of the lecture, Prof. Batty described some challenges with fractal geometry, size and scaling, networks, and building models currently faced by the field, and he suggested the way forward for the discipline.
Event date: 01/09/2023
Speaker: Prof. Michael Batty
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Building and Real Estate
- Keywords:
- City planning -- Data processing City planning
- Resource Type:
- Video
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Video
In the lecture, Prof. Lao will introduce his 30 years of experience in acupuncture research and share his witness in the United States from exploration in early years to the accessibility in the current healthcare system. Prof. Lao will also share his opinion on the challenges and difficulties in acupuncture clinical research.
Event date: 8/12/2023
Speaker: Prof. LAO Lixing
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Health Sciences
- Keywords:
- United States Acupuncture
- Resource Type:
- Video
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Video
Smaller, faster-charging batteries are the answer for affordable and sustainable electric vehicles (EVs) for everyone, everywhere. The ability to quickly refill energy is profoundly important in order to reduce EV cost and demand for critical minerals. In this talk I will present asymmetric temperature modulation (ATM) approach to enabling 10-minute fast charging of energy-dense Li-ion batteries in any temperatures (even at -60°C) while still delivering remarkable cycle life. Recent disastrous events at EV charging stations caused by an arctic blast in Chicago will be given as an example of the dire need for quick energy refill in the extreme cold. Battery fast charging must also work in hot summers along with high-temperature stability of cycling and storage. We shall present novel thermal management concepts for extreme fast charging in both extreme cold and hot conditions. Overall, our development points to a new paradigm of battery design and thermal management without having to trade-off among fast charge, safety, lifetime, and cost.
Event date: 27/02/2024
Speaker: Prof. WANG Chao-Yang
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Electrical Engineering
- Keywords:
- Lithium ion batteries Electric vehicles -- Batteries
- Resource Type:
- Video
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Video
I will discuss how co-speech (i.e., speech-accompanying) gestures relate to language and conceptualisation underlying language. I will focus on “representational gestures”, which can depict motion, action, and shape or can indicate locations. I will provide evidence for the following two points. Various aspects of language shape co-speech gestures. Conversely, the way we produce co-speech gestures can shape language. I will discuss these issues in relation to manner and path in motion event descriptions, clause-linkage types in complex event descriptions, and metaphor. I will conclude that gesture and language are parts of a "conceptualisation engine”, which takes advantage of unique strengths of spatio-motoric representation and linguistic representation.
Event date: 26/02/2024
Speaker: Prof. Sotaro Kita (University of Warwick)
Hosted by: Faculty of Humanities
- Subjects:
- Language and Languages
- Keywords:
- Nonverbal communication Language languages Gesture
- Resource Type:
- Video
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Video
The relationship between language experience and cognitive control (e.g., working memory, inhibitory control, cognitive flexibility) could be very well illustrated by the cognitively demanding language experience of interpreting training. A series of our empirical studies with interpreting students (see DONG 2023 for a review), together with studies with professional interpreters in the literature, suggest that interpreting training may first enhance students’ working memory (WM) updating ability and then WM spans, with probable some decline of WM updating ability between the shift from the two WM abilities. Similar patterns may appear in other cognitive control functions, such as cognitive flexibility (first with switching cost reduced and then with mixing cost reduced) and multi-tasking coordination. These results could be explained by the task features of interpreting (including task schemas and their cognitive loads) (see DONG & LI 2020), suggesting a close and dynamic relationship between language experience and cognitive control.
Event date: 4/12/2023
Speaker: Prof. Yanping Dong (Zhejiang University)
Hosted by: Faculty of Humanities
- Subjects:
- Translating and Interpreting and Language and Languages
- Keywords:
- Cognition Language languages Translating interpreting
- Resource Type:
- Video
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Video
The lecture commenced with a warm welcome address by Prof. CHEN Qingyan, Director of PAIR, followed by a brief speaker introduction by Prof. WANG Zuankai, Associate Vice President (Research and Innovation) of PolyU. In his presentation, Prof. Yang highlighted that urgent need for tissue/organ biomanufacturing owing to the shortage of donation for organ transplantation. He pointed out some challenges in the in vitro manufacturing of tissues/organs, particularly in relation to accurate design, precise fabrication, and functional induction, which underscore the imperative need for new methods for tissue/organ manufacturing. Next, Prof. Yang outlined the development roadmap of biomanufacturing and shared specific examples demonstrating the research progress in 3D bioprinting. In concluding his presentation, Prof. Yang shared his insights on the future direction for biomanufacturing, as well as some significant accomplishments by him and his team at Zhejiang University in the field.
A question-and-answer session moderated by Prof. Wang was followed. Both the online and on-site audience had a fruitful discussion with Prof. Yang.
Event date: 2/1/2024
Speaker: Prof. Huayong Yang (Zhejiang University)
Moderator: Prof. Zuankai Wang (Hong Kong Polytechnic University)
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Biomedical Engineering and Biology
- Keywords:
- Biomedical engineering Tissue engineering Regenerative medicine Three-dimensional printing
- Resource Type:
- Video
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Video
PAIR distinguished lecture series: an overview of high performance computing and future requirements
In this talk, we examine how high performance computing has changed over the last ten years and look toward the future in terms of trends. These changes have had and will continue to impact our numerical scientific software significantly. A new generation of software libraries and algorithms are needed for the effective and reliable use of (wide area) dynamic, distributed, and parallel environments. Some of the software and algorithm challenges have already been encountered, such as the management of communication and memory hierarchies through a combination of compile-time and run-time techniques, but the increased scale of computation, depth of memory hierarchies, range of latencies, and increased run-time environment variability will make these problems much harder.
Event date: 6/12/2023
Speaker: Prof. Jack Dongarra
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Computing
- Keywords:
- High performance computing
- Resource Type:
- Video
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Video
We have witnessed a rapid expansion of the global Chinese medicines market in recent years. Herb-based products are becoming an integral part of health management not only in the East, but also in the Western world. Notwithstanding the booming of herbal markets, there are challenging issues and concerns from the medical/healthcare professionals, the nutritional/pharmaceutical communities, regulatory agencies, as well as the general public. In this presentation, a closer look will be taken at the scientific challenges of the quality, safety, and effectiveness of herbal products. While some of these difficulties are unlikely to be overcome within a short period of time, there are wide-open opportunities for international collaborative research to help meet the demands for high-quality Chinese medicine products.
Event date: 01/12/2023
Speaker: Prof. CHE Chun-Tao
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Medicine
- Keywords:
- China Drugs -- Quality control Herbs -- Therapeutic use Medicine Chinese Materia medica
- Resource Type:
- Video
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Video
Overcoming the COVID-19 pandemic, public interests for healthcare innovations significantly increase. In order to prepare the next pandemic, POSTECH is initiating a new engineering-based medical school. This new program aims to solve practical medical problems via innovative technology and put significant efforts for commercialisation. As a Program Chair for the new Medical Science and Engineering Program, I will share my experience and future plans. Further, we spin-off a start-up company, “Opticho”, from the research outcomes in my lab. I will share my experience how translate the lab toys to commercial products: not only excitement but also difficulty.
Event date: 27/10/2023
Speaker: Prof. KIM Chulhong
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Biomedical Engineering, Medicine, and Health Technology and Informatics
- Keywords:
- Biomedical engineering Medical technology Medical education
- Resource Type:
- Video
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Video
Water shortage is one of the biggest challenges that humanity faces. Novel technologies to tackle the challenge of water scarcity are urgently needed. However, all the existing studies are based on bare fibers with diameter in the order of mm. This talk introduces a novel fog collection technology using microfibers fabricated by near-field electrospinning. The collection efficiency reaches a record high level. Systematic investigation reveals that the waterdrops are “visible” to fog droplets in the incoming air flow because of the relatively small size of the microfibers. Thus, the large waterdrops deflect the fog-carrying airflow to the satellite small waterdrops, which effectively intercept the fog droplets.
Event Date: 12/10/2023
Speaker: Prof. TAN Zhongchao (Founding Chair Professor, Vice Provost and Dean of Academic Affairs of the Eastern Institute of Technology in Ningbo, China)
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Environmental Sciences and Mechanical Engineering
- Keywords:
- Fog Hydrology Water harvesting Water-supply
- Resource Type:
- Video
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Video
我們的日常生活每時每刻都離不開語言,每一個人都會對語言中發生的問題感興趣,但是卻並不知道這些生活中的語言問題有沒有學術研究價值。本講座將以日常生活中的語言現象為例,重點介紹語言研究的選題、研究方法和研究路徑,以期對研究生的選題和論文寫作以及語言的跨學科研究有所啟發。
日期:2023年9月15日
講者:崔希亮教授
主辦:人文學院
- Subjects:
- Language and Languages
- Keywords:
- Sociolinguistics
- Resource Type:
- Video
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Video
Interested in harnessing the power of Generative AI (GenAI) for your studies? Join us in exploring the GenAI platform, its functionality and usage policies in our upcoming workshop. Learn about how GenAI can enhance your learning experience and how to employ it in your studies while maintaining data privacy and security. We'll introduce you to 'prompts engineering' and emphasise the importance of academic integrity in the context of AI technology usage. Come and join this workshop co-organised by EDC and ITS.
Event Date: 27/9/2023
Facilitator(s): Chan, Dick (EDC), Mark, Kai Pan (EDC), Tam, Barbara (EDC), Leung, Rian (ITS)
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Video
Curious about integrating Generative AI (GenAI) into your teaching methodologies? Embark on a journey with EDC and ITS in a comprehensive workshop introducing the innovative GenAI platform. This session will guide you through the platform's operations, explaining its usage policies. During the workshop, we'll briefly discuss the need for redesigning our assessment strategies in sync with this advanced tool to optimise learning outcomes effectively. Even more importantly, we will discuss data security and privacy concerns surrounding GenAI usage. This workshop offers an unrivalled opportunity to expand your understanding and proficiency in using AI in an educational context. If you're prepared to explore the cutting edge of education technology, then this is the ideal workshop for you.
Event Date: 20/9/2023
Facilitator(s): Chan, Dick (EDC), Mark, Kai Pan (EDC), Tam, Barbara (EDC), Leung, Rian (ITS)
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Video
Come hear three very different examples of assessment design that fully expect students to consult GenAI. They aim to deepen learning experiences by requiring students to produce multimodal submissions, revisit particular key points discussed in class, and demonstrate their understanding via hands-on quizzes and lab notebooks. When the assessment focus changes, the assessment criteria may change accordingly, and this will be included in the workshop.
Event Date: 30/8/2023
Facilitator: Chen, Julia (EDC)
Speaker(s): Chu, Rodney (APSS), Chan, Dick (EDC), Cheung, Gary (ABCT), Robbins, Jane (ELC)
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Video
Re-designing assessments within the context of generative AI is one of the most urgent challenges for universities. Might assessment re-design represent opportunities to build on key principles underpinning ‘good assessment’? Dependent on the disciplinary context, these might include iterative sequences of rich tasks; the development of student evaluative expertise; and linkages to real-world outcomes.
Effective assessment sequences are sometimes time-consuming. By reducing assessment overload, we can create much-needed space for new possibilities: increased authentic assessment; assessments that involve critical engagement with generative AI outputs; an enhanced role for digital and interactive oral assessment; teacher and student co-learning in partnerships for assessment re-design; and assessing process as well as product. The thorny issues of academic integrity and ethical use of generative AI also merit attention but should not distract from a primary focus on the development of student learning.
Generative AI raises exciting possibilities, yet there are few clear answers. In this workshop, complementary and alternative views, including those from different disciplinary perspectives will be welcomed.
Event Date: 22/8/2023
Speaker: Carless, David (Professor at the Faculty of Education, HKU)
Facilitator(s): Chen, Julia (EDC), Chon, Leo (EDC)
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Video
The rapid development and widening availability of generative AI tools to create and refine content presents a huge opportunity to re-assess some of the key foundational assumptions and practices behind the ways that our courses are designed and delivered.
In this seminar, Dr Bates will share his views on educators’ obligations to engage with these issues, educate students (and ourselves) on the affordances and limitations of new and emerging AI tools, iteratively experiment in a space that is rapidly changing, and share the successes (and failures) of UBC colleagues.
Dr Bates will also present some practical advice for different ways in which generative AI tools may be incorporated into teaching activities and assessments and outline ways in which UBC is gearing up to support instructors in these efforts.
Event Date: 9/8/2023
Presenter: Bates, Simon (Vice-Provost and Associate Vice-President, Teaching and Learning, Pro Tem, Professor of Teaching, Department of Physics and Astronomy, The University of British Columbia (UBC), Canada),
Facilitator(s): Lo, Dawn (EDC), Chon, Leo (EDC)
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Video
Explore the technique known as the Socratic Method, which uses questions to examine a person’s values, principles, and beliefs.
- Keywords:
- Questioning Socrates Critical thinking
- Resource Type:
- Video
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Video
Every day, a sea of decisions stretches before us, and it’s impossible to make a perfect choice every time. But there are many ways to improve our chances — and one particularly effective technique is critical thinking. Samantha Agoos describes a 5-step process that may help you with any number of problems.
- Keywords:
- Problem solving Critical thinking Decision making
- Resource Type:
- Video
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Video
13 tips that will greatly improve your online presentation skills. If you follow these tips, you will absolutely nail your next presentation over Zoom or Microsoft Meetings or any other virtual meetings platform. The advice will help teachers, students, and any other professionals who needs to get their message across in an engaging, dynamic, and memorable way.
- Keywords:
- Public speaking Business presentations Digital communications Oral communication
- Resource Type:
- Video
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Video
The 40 or so muscles in the human face can be activated in different combinations to create thousands of expressions. But do these expressions look the same and communicate the same meaning around the world regardless of culture? Is one person’s smile another’s grimace? Sophie Zadeh investigates.
- Keywords:
- Nonverbal communication Expression Body language
- Resource Type:
- Video
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Video
Have you ever talked with a friend about a problem, only to realize that he just doesn’t seem to grasp why the issue is so important to you? Have you ever presented an idea to a group, and it’s met with utter confusion? What’s going on here? Katherine Hampsten describes why miscommunication occurs so frequently, and how we can minimize frustration while expressing ourselves better.
- Keywords:
- Miscommunication Interpersonal communication
- Resource Type:
- Video
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Video
Having the freedom to pick a topic to speak about can be challenging. Are you feeling a little stumped about what to talk to your audience about?
In this video, the 2018 World Champion of Public Speaking, Ramona Smith, shares advice on how to pick a topic that connects with your audience and keeps them engaged start to finish.
- Keywords:
- Public speaking
- Resource Type:
- Video
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Video
Have you ever been called on to talk in a meeting or in class, and you felt like you forgot everything you’ve ever known? It can be intimidating to be put on the spot to speak, but follow the advice of Ramona Smith, the 2018 World Champion of Public Speaking, and you’ll be able to handle impromptu speaking like a professional.
- Keywords:
- Public speaking
- Resource Type:
- Video
-
Video
Have you ever seen someone give a speech or presentation, and the whole time they stood stiffly at the lectern or podium? It can be boring to watch someone give a speech or presentation when they don’t use movement to keep you engaged. The 2018 World Champion of Public Speaking, Ramona Smith, will help you plan how to effectively use appropriate body language to captivate your audience!
- Keywords:
- Expression Public speaking Body language Nonverbal communication
- Resource Type:
- Video
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Video
Have you ever felt nervous or anxious when you had to speak in front of other people? Or are you preparing for a class or work presentation and want to feel confident so you can do your absolute best?
In this video, the 2018 World Champion of Public Speaking, Ramona Smith, breaks down 5 tips that will help you prepare for and give your best presentation or speech yet!
- Keywords:
- Public speaking
- Resource Type:
- Video
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Video
Throughout your career journey we want you to learn how to become a reflective practitioner and you will develop this skill a lot as you work through these courses and as you progress through your degree.
Reflection is so important if you crack this now this is an attribute you can take with you for your whole life both professionally and personally.
This video will show you the fundamentals of how to what is reflection develop this graduate attribute.
- Keywords:
- Well-being Reflection (Philosophy)
- Resource Type:
- Video
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Video
What is adaptability? Adaptability is a skill. It's feeling okay when you have to change how you think or act. To create a plan to improve your skills for learning, work and life, visit upskillsforwork.ca
- Keywords:
- Change (Psychology) Adaptability (Psychology)
- Resource Type:
- Video
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Video
Adaptability is having the skills to cope with change as work and industry evolve. In this 5-minute video, you’ll learn how to become an agent of change to improve your outcomes and growth in your area of business.
- Keywords:
- Organizational behavior Change (Psychology) Adaptability (Psychology) Organizational change -- Management
- Resource Type:
- Video
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Video
In this video, we discuss 'how to adapt' as a key to becoming your best self. Knowing how to adapt is key to becoming a master of your reality. This video will help you understand the process of adaptability for a life of success at being true to you.
- Keywords:
- Change (Psychology) Adaptability (Psychology)
- Resource Type:
- Video
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Video
Ken Cooper, Global Head of HR for Bloomberg, shares his insights on why being adaptable matters for individuals and organizations to remain relevant in an ever-changing world.
- Keywords:
- Organizational behavior Change (Psychology) Adaptability (Psychology) Organizational change -- Management
- Resource Type:
- Video
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Video
The world is changing quickly, affecting how we work, live and learn. Whether you’re starting a new job, learning to use new technology or need to develop different abilities to move up at your current job, possessing strong adaptability skills is important if you want to be successful.Skills for Success can help you develop your adaptability skills so you can continue to grow and succeed at work and in life.
- Keywords:
- Adaptability (Psychology) Success -- Psychological aspects Change (Psychology)
- Resource Type:
- Video
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Video
When venture investor Natalie Fratto is determining which start-up founder to support, she doesn't just look for intelligence or charisma; she looks for adaptability. In this insightful talk, Fratto shares three ways to measure your "adaptability quotient" -- and shows why your ability to respond to change really matters.
- Keywords:
- Adaptability (Psychology) Change (Psychology)
- Resource Type:
- Video
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Video
Are you a first time project manager and need to learn the project manager basics so that your project can be successful? In this video, I’m sharing the most important tips for new project managers so that you’ll never experience a failed project.
- Keywords:
- Project management
- Resource Type:
- Video
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Video
Project Management Skills [WHAT YOU NEED TO SUCCEED AS A PM] / Are you looking to improve your project management skills and want to know the skills required for project manager success? Today, I’ll be sharing with you the most important project manager required skills so that you can be a successful project manager.
- Keywords:
- Project management
- Resource Type:
- Video
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Video
In this video, we’ll take you through 5 of the best project management software, their key features, what each tool is best for as well as pricing information.Project management software mentioned in this video:
- ClickUp
- monday.com
- Hive
- Smartsheet
- Asana
- Keywords:
- Project management -- Computer programs Project management
- Resource Type:
- Video
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Video
Introduction to Project Management. Learn how to manage a project on your own, how to structure projects in large, medium, and small organizations, and understand why some projects are successful while others not. This video covers some of the fundamental knowledge, concepts, tools and techniques you need to understand how a project works and what is the best way to manage it.
- Keywords:
- Project management
- Resource Type:
- Video
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Video
Project Planning | Project Plan In Excel With Gantt Chart | Project Management In Excel |Simplilearn
This video on project planning in Excel will help us understand the process of project planning concerning Excel. The video will explain the process of project management in Excel, elaborating on the reasons why we should use excel for project management. Then we will see the basics of a Gantt chart, along with understanding the process of making a Gantt chart in Excel. We will also see different Microsoft Excel templates, along with their features. Now, let us get started.
- Keywords:
- Project management -- Data processing Project management Microsoft Excel (Computer file)
- Resource Type:
- Video
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Video
This video on project manager roles and responsibilities will help us understand who is a project manager and what all skills are required to be a project manager. The video explains the roles and responsibilities of a project manager. After we know who is a project manager and what all a project manager is supposed to do, we will check the project manager’s salary. We will also see how one can become a project manager. Towards the end, we will review how a project manager’s resume looks like. Now, let us get started.
- Keywords:
- Project management
- Resource Type:
- Video
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Video
This video on Project Management tools will help us understand the popular project management tools in the market. In the beginning, the video will explain the parameters one needs to keep in mind while choosing a project management tool for personal use or their team. The video mentions the release of the PM tool, its features, and the companies that use them. We will also know the different packages in the market, along with their costs and various constraints. Now, let us get started and get to know the Project Management tools in detail.
- Keywords:
- Project management -- Computer programs Project management
- Resource Type:
- Video
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Video
What Is Project Management? | Introduction To Project Management | PMP Training Videos | Simplilearn
This video on what is project management will help us understand the basics of project management. The video explains everything that project management includes beginning from What is a project and the components of project management. We will understand the project life cycle and the responsibilities in project management. Furthermore, it tells about various certifications that one may take to become a project manager and excel in the field of project management. Finally, we will learn the risks in project management and how to manage those risks. Now, let us get started and understand project management in detail.
- Keywords:
- Project management
- Resource Type:
- Video
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Video
Design Thinking is a 5-step process to come up with meaningful ideas that solve real problems for a particular group of people. The process is taught in top design and business schools around the world. It has brought many businesses lots of happy customers and helped entrepreneurs from all around the world, to solve problems with innovative new solutions
- Keywords:
- Creative thinking Thought thinking Problem solving Creative ability
- Resource Type:
- Video
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Video
Imagine you were asked to invent something new. It could be whatever you want, made from anything you choose, in any shape or size. That kind of creative freedom sounds so liberating, doesn’t it? Or ... does it? if you're like most people you’d probably be paralyzed by this task. Why? Brandon Rodriguez explains how creative constraints actually help drive discovery and innovation.
- Keywords:
- Creative ability Inventions Problem solving
- Resource Type:
- Video
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Video
Do you sometimes have your most creative ideas while folding laundry, washing dishes or doing nothing in particular? It's because when your body goes on autopilot, your brain gets busy forming new neural connections that connect ideas and solve problems. Learn to love being bored as Manoush Zomorodi explains the connection between spacing out and creativity.
- Keywords:
- Creative thinking Creative ability Boredom
- Resource Type:
- Video
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Video
People have been grappling with the question of artificial creativity -- alongside the question of artificial intelligence -- for over 170 years. For instance, could we program machines to create high quality original music? And if we do, is it the machine or the programmer that exhibits creativity? Gil Weinberg investigates this creative conundrum.
- Keywords:
- Creative ability Artificial intelligence
- Resource Type:
- Video
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Video
Radio host Julie Burstein talks with creative people for a living -- and shares four lessons about how to create in the face of challenge, self-doubt and loss. Hear insights from filmmaker Mira Nair, writer Richard Ford, sculptor Richard Serra and photographer Joel Meyerowitz.
- Keywords:
- Creative thinking Creative ability
- Resource Type:
- Video
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Video
SPSS Statistics is a software package used for interactive, or batched, statistical analysis. Learn how to use it in this full course.
💻 Download course files here: https://drive.google.com/drive/folder...
✏️ Course created by Barton Poulson from datalab.cc.
🔗 Check out the datalab.cc YouTube channel: / datalabcc
🔗 Watch more free data science courses at http://datalab.cc/
⭐️ Course Contents ⭐️
(0:00:00) Welcome
(0:02:33) Versions, Editions, & Modules
(0:08:10) Taking a Look
(0:15:20) Sample Data
(0:19:10) Graph board Templates
(0:28:17) Bar Charts
(0:34:00) Histograms
(0:37:30) Scatterplots
(0:44:30) Frequencies
(0:53:00) Descriptives
(1:01:00) Explore
(1:12:00) Labels & Definitions
(1:23:00) Entering Data
(1:26:00) Importing Data
(1:37:00) Hierarchical Clustering
(1:48:00) Factor Analysis
(2:03:00) Regression
(2:15:00) Next Steps
- Keywords:
- SPSS (Computer file) Statistics -- Computer programs Statistics -- Data processing
- Resource Type:
- Video
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Video
Psychology, Computer Science and Neuroscience have a history of shared questions and inter-related advances. Recently, new technology has enabled those fields to move from “toy” small-scale approaches to the study of language learning from raw sensory input and to do so at a large scale that constitutes daily life. The three primary goals of my research are 1) to quantify the statistical regularities in the real world, 2) to examine the underlying computational mechanisms operated on the statistical data, and 3) to apply the findings from basic science to real-world applications. In this talk, I will present several projects in my research lab to show that the advances in human learning and machine learning fields place us at the tipping point for powerful and consequential new insights into mechanisms of (and algorithms for) learning.
Event Date: 28/06/2023
Speaker: Prof. Chen YU (University of Texas at Austin)
Hosted by: Faculty of Humanities
- Subjects:
- Language and Languages
- Keywords:
- Computational linguistics Language acquisition Machine learning
- Resource Type:
- Video
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Video
The QS Stars Reimagine Education Awards, backed by the Wharton School, describes itself as “ The global awards for innovative higher education pedagogies enhancing learning and employability”. Over the past few years PolyU has enjoyed much success at these awards with multiple shortlisted and winning entries. In this briefing, Reimagine Education Regional Award 2022: Asia Gold Award winner Dr. Kitty Chan (SN) will share her insights on converting great educational innovations into award-winning applications, as well as the hints on preparing the application materials. EDC and IPAO representatives will provide additional information to support colleagues who are interested in submitting their applications.
Event Date: 27/6/2023
Facilitator(s): Chan Kitty (SN), Anna Seto (IPAO), Kevinia Cheung (EDC), Kai Pan Mark (EDC)
- Keywords:
- Educational innovations Proposal writing for grants Education Higher--Awards
- Resource Type:
- Video
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Video
Generative AI challenges Higher Education institutions, educators and their practices to critically re-appraise the nature of what should and could be assessed. Gen AI can support equity and enhance new assessment designs. However, it also challenges us to reconsider what is valued, who is involved and what assessment can reliably reveal. This workshop will discuss the Australian Higher Education response to generative AI and explore the opportunities and challenges in relation to assessment.
Event Date: 19/6/2023
Facilitator(s): Michael Henderson (Monash University), Dick Chan (EDC)
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Video
A world class AI expert will explain to us in layman terms the power and limitations of generative AI tools, key factors that affect their performances and what users should know before deciding to use these tools and when reviewing the responses from these tools. Be inspired to discover more applications of these tools!
Event Date: 13/6/2023
Presenter: Prof. Usama Fayyad, Executive Director of the Institute for Experiential AI, Khoury College of Computer Sciences, Northeastern University, USA
Facilitator(s): Eric Tsui (EDC), Ioanna Pavlidou (ITS)
- Keywords:
- Machine learning Artificial intelligence Education -- Effect of technological innovations on
- Resource Type:
- Video
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Video
Join colleagues from the Department of Computing (COMP) and the English Language Centre (ELC) as they share their insights, experiences, challenges and plans on redesigning assessments in response to the emergence of generative AI. In this webinar, participants will learn how PolyU staff are adapting their assessment strategies to incorporate AI-generated content, while still maintaining academic integrity and ensuring student learning outcomes are met. This session will provide valuable perspectives for educators who are interested in leveraging AI in their own teaching and assessment practices.
Event Date: 30/5/2023
Facilitator(s): Richard Lui (COMP), Adam Forrester (ELC), Mitesh Patel (EDC)
- Subjects:
- Student Engagement, Assessment & Feedback, Lesson Design, and Good Practices
- Keywords:
- Artificial intelligence Computer-assisted instruction Education -- Effect of technological innovations on Educational technology
- Resource Type:
- Video
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Video
Your teaching scholarship and accolades can now be recorded on the PolyU Scholar’s Hub. Join this workshop tailored for teaching/clinical staff to find out how you can use this platform for systematic documentation and showcase purposes, and how your use of this platform may help increase your eligibility for an upcoming rewards system.
Event Date: 25/5/2023
Facilitator(s): Eric Tsui (EDC), Charles Cheng (IPAO), Vanessa Ramesh Mahboobani (IPAO), Ada Tse (EDC)
- Keywords:
- Academic achievement Scholarly publishing Universities colleges -- Administration
- Resource Type:
- Video
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Video
In the presentation, Prof. Chan shared Singapore’s long-term energy plan and research focus, as well as a few major initiatives on hydrogen application. He then introduced turquoise hydrogen and the catalytic decomposition of methane for hydrogen production, followed by an overview of the research activities on hydrogen and fuel cells at NTU over the last 30 years.
Event Date: 13/6/2023
Speaker: Prof. CHAN Siew Hwa (Nanyang Technological University)
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Electrical Engineering
- Keywords:
- Clean energy Hydrogen as fuel
- Resource Type:
- Video
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Video
宣統年間(1909-1911),袁世凱(1859-1916)在攝政王載灃排擠下歸隱彰德府洹上村,與門生故舊唱和,以示無心世務。這些詩作被袁氏次子袁克文(1890-1931)輯錄於《圭塘唱和詩》中,於宣統二年(1910)刊印,其中袁氏詩作共十三題十五篇。1940年代,長子袁克定(1878-1958)將袁世凱當年親筆謄鈔之詩稿影印出版,額曰《洹村逸興》。比對二書之篇目,《圭塘》諸本有袁氏詩作五篇不見於《洹村逸興》。實際上,該五篇之謄抄稿仍與《洹村逸興》之原件共同收藏於社科院近代史所;克定當日不收入書中,蓋因稿上頗有無名氏批點文字,公之於眾可能影響乃父形象。這些批點文字當係某位幕僚所為,內容為修改建議;然參《圭塘》諸本,可知袁世凱對建議幾乎全未採納。本文著眼於五篇詩稿及其批點文字,以討論原詩與修改建議如何優劣互見,乃至這輯詩歌與當時政局之微妙關係。
日期:2023年5月24日
講者:陳煒舜博士 (香港中文大學)
主辦:香港孔子學院
- Subjects:
- Chinese Literature
- Keywords:
- Yuan Shikai 1859-1916 Criticism interpretation etc.
- Resource Type:
- Video
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Video
晚清時期英雄傳記風行一時,引發英雄崇拜的熱潮。但是此時所謂「傳記」,其實是融合諸多資源形構而成的新文類。《意大利建國三傑傳》作為晚清英雄傳記的代表作,充分展示了這一特徵。梁啟超借鑑明治政治小說的多種書寫模式,又援引本土小說的要素,將意大利建國史轉化為中國未來命運的預言,將意大利建國三傑刻畫為智、仁、勇的化身,將兒女情長俠義精神引入傳記書寫。正是由於梁啟超自出機杼的創造與轉化,此類英雄傳記廣受讀者歡迎,成為晚清文學文化史上的典範作品。
日期:2023年3月23日
講者:崔文東博士 (香港城市大學)
主辦:香港孔子學院
- Subjects:
- Chinese Literature
- Keywords:
- Liang Qichao 1873-1929 Criticism interpretation etc.
- Resource Type:
- Video
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Video
編修地方志為中華民族悠久而獨特的文化傳統,至今已有2000多年歷史。中國方志有始於《山海經》、《尚書‧禹貢》和《周禮》這三種說法。「國有史,地有志」,「方志」和「歷史」在中國史學傳統上,有同源異流的密切關係。是次講座根據歷來中國地方志的原始資料和方志學著述,討論「志」與「史」的異同,並疏理中國舊方志和中國新方志在「存史」及「資政」方面的經驗,並就地方志對歷史研究的當代意義提出建議。
日期:2023年2月24日
講者:蔡思行博士 (香港地方志中心)
主辦:香港孔子學院
- Subjects:
- History
- Keywords:
- Local history Local history--Sources
- Resource Type:
- Video
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Video
This talk begins with an overview of the interconnection between literature and philosophy in modern Chinese literature. Then, it probes into the three existentialist allegories in Fortress Besieged (1947), a philosophical novel written by Qian Zhongshu, a polyglot scholar of East-East comparative literature and philosophy. The novel’s overarching allegory, i.e., a fortress besieged, will be compared in juxtaposition with several philosophical allegories about the mutability and limitations of human life in Western philosophy. This talk concludes with a reflection on the seminal influence of this novel in contemporary Chinese society where “fortress besieged” has become an everyday word referring to one’s existential crisis.
Event date: 9/2/2023
Speaker: Dr. Heidi Huang (Lingnan University)
Hosted by: Confucius Institute of Hong Kong
- Subjects:
- Chinese Literature
- Keywords:
- Wei cheng (Qian Zhongshu) Qian Zhongshu 1910-1998 Criticism interpretation etc.
- Resource Type:
- Video
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Video
講座主要講述嶺南文化形象的歷史變遷,主要對嶺南的地域範圍、歷史發展、文化形象的演變做出梳理,以期為當代粵港澳大灣區“人文灣區”建設提供參考。
日期:2023年4月28日
講者:陳恩維教授 (廣東外語外貿大學)
主辦:香港孔子學院, 中國文化學系
- Subjects:
- Chinese Studies
- Keywords:
- Civilization China
- Resource Type:
- Video
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Video
Join a panel of the Directors of the educational development/enhancement centres in UGC-funded institutions in this hybrid seminar in which they explain their respective institutions’ stance and actions towards the use of Generative AI in learning, teaching and assessment. It is our honour that the UGC Secretary-General will facilitate the panel discussion. Examples of how assessment and learning activities are re-designed in different institutions to leverage the use of Generative AI will be presented, with sharing from teachers and students.
Event Date: 8/5/2023
Speakers (in order of university name):
Prof. Kenneth Lo, Director, TED, CityU
Dr Theresa Kwong, Director, CHTL, HKBU
Prof. Chun Ka Wai, Cecilia, Director, CLEAR, CUHK
Prof. Kong Siu Cheung, Director, LTTC, EDUHK
Dr Julia Chen, Director, EDC, PolyU
Dr Sean McMinn, Director, CEI, HKUST
Prof. Cecilia KY Chan, Associate Director, CETL, HKU
Facilitator(s): Prof. James Tang, Secretary-General, University Grants Committee
- Subjects:
- Lesson Design
- Keywords:
- Artificial intelligence College teaching Artificial intelligence -- Educational applications
- Resource Type:
- Video
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Video
Supported by the Virtual Teaching and Learning (VTL) project “Promoting the use of video-based formative assessment to develop the skills of reflection and peer feedforward and as an alternative to proctored examination”, teachers have been adopting video-base assessment techniques across different subjects and levels. In this session, three teachers are going to share their experience and provide suggestions to colleagues who are interested in adopting this approach: Dr Joe Ching [ELC]: Benefits and outcomes of using video-based formative assessment to improve presentation skills Dr Vincent Leung [MM]: Leveraging video assessment in global business learning at the graduate level Dr Betty Chung [SN]: Using video-based formative assessment to build a foundation of reflective learning in junior nursing students (in alphabetical order of Departments)
Event Date: 19/4/2023
Presenter(s): Dr Joe Ching (ELC), Dr Vincent Leung (MM), Dr Betty Chung (SN)
Facilitator(s): Dr Kai Pan Mark (EDC)
- Subjects:
- Lesson Design
- Keywords:
- Web-based instruction Educational tests measurements
- Resource Type:
- Video
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Video
In this webinar, we present a selection of AI tools that are currently available, explain how to access them, and consider some potential uses of the tools in an educational setting.
Event Date: 31/3/2023
Facilitator(s): Darren Harbutt (EDC), Dick Chan (EDC), Jacky Chau (EDC), Anthony Ho (EDC)
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Video
In this ‘Student Voices’ session, students share their views on, and experiences with, emerging Generative AI tools, including ChatGPT. The session will provide a conversation opportunity between teachers and students in this rapidly changing area, and a valuable chance to hear the learner's perspective.
Event Date: 23/3/2023
Facilitator(s): Dr Julia Chen (EDC), Mr Anthony Ho (EDC)
Honourable moderator for Q&A session: Prof David Shum, Dean of FHSS
EDC Coordinator: Darren Harbutt
- Subjects:
- Lesson Design
- Keywords:
- Artificial intelligence College teaching Artificial intelligence -- Educational applications
- Resource Type:
- Video
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Video
ChatGPT is the latest generative AI tool to hit the news and universities worldwide are racing to respond to the challenges to academic integrity and opportunities to higher education it offers. In this online session, a range of participants discuss the big issues surrounding ChatGPT and other AI technology, and outline possible responses universities can make.
Event Date: 16/2/2023
Facilitator(s): Dr Julia Chen (EDC), Mr Darren Harbutt (EDC), Mr Dick Chan (EDC), Mr Adam Forrester (ELC), Prof Song Guo (COMP),Dr Melody Lu (CPCE),Prof Eric Friginal (ENGL)
- Subjects:
- Lesson Design
- Keywords:
- Artificial intelligence College teaching Artificial intelligence -- Educational applications
- Resource Type:
- Video
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Video
EDC is organising a series of Sharing Sessions that present departmental project deliverables and innovations in Technology Enhanced Learning, promoting sustainable and impactful practices that resonate across PolyU and beyond, and funded by PolyU’s Quality Incentive Scheme on Online Teaching, Stage I.
This session proudly presents four departments:
EDC: Impact of changes in the modes of delivery on academic performance by Mr Kenneth Tam
EDC: Global Classroom for enhancing inter-cultural knowledge by Dr Eric Tsui
ENGL: ENGL online initiatives by Prof. Eric Friginal & Dr Renia Lopez
ISE: Educational research by Dr Y.M.Tang
OUS: Evaluation Study of the Three Offshore Online SL Subjects by Prof. Daniel Shek
Event Date: 22/2/2023
Presenter(s): Mr Kenneth Tam (EDC), Dr Eric Tsui (EDC), Prof. Eric Friginal (ENGL), Dr Renia Lopez (ENGL), Dr Y.M. Tang (ISE), Prof. Daniel Shek (OUS)
Facilitator(s): Mr Roy Kam (EDC)
- Subjects:
- Lesson Design and Good Practices
- Keywords:
- College teaching Web-based instruction Internet in education Lesson planning Educational technology
- Resource Type:
- Video
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Video
EDC is organising a series of Sharing Sessions that present departmental project deliverables and innovations in Technology Enhanced Learning, promoting sustainable and impactful practices that resonate across PolyU and beyond, and funded by PolyU’s Quality Incentive Scheme on Online Teaching, Stage I.
This session proudly presents four departments:
EE: VR, AR & machine learning by Dr Fung Yu-fai
LIB: Using DataCamp to Support Online Learning and Teaching of Data Literacy by Mr Ernest Lam
LMS: Gamification and simulation-based teaching by Dr Anthony Pang
SLLO & COMP: Metaverse and virtual learning platforms by Dr Grace Ngai
Event Date: 15/2/2023
Presenter(s): Dr Yu-fai Fung (EE), Mr Ernest Lam (LIB), Dr Anthony Pang (LMS), Dr Grace Ngai (SLLO)
Facilitator(s): Mr Roy Kam (EDC)
- Subjects:
- Lesson Design and Good Practices
- Keywords:
- College teaching Web-based instruction Internet in education Lesson planning Educational technology
- Resource Type:
- Video
-
Video
EDC is organising a series of Sharing Sessions that present departmental project deliverables and innovations in Technology Enhanced Learning, promoting sustainable and impactful practices that resonate across PolyU and beyond, and funded by PolyU’s Quality Incentive Scheme on Online Teaching, Stage I.
This session proudly presents three departments:
ME: Virtual robotic platforms by Dr David Navarro-Alarcon
SD: Student Centered Learning using Web 3 technologies by Dr Gino Yu
SFT: Learner-content & Learner-learner/teacher online resources by Dr Tracy Mok
Event Date: 8/2/2023
Presenter(s): Dr David Navarro-Alarcon (ME), Dr Gino Yu (SD); Dr Tracy Mok (SFT)
Facilitator(s): Dr Kai Pan Mark (EDC)
- Subjects:
- Lesson Design and Good Practices
- Keywords:
- College teaching Web-based instruction Internet in education Lesson planning Educational technology
- Resource Type:
- Video
-
Video
香港理工大學高等研究院於2023年4月21日成功舉辦以「綠色化工與分子篩催化」為題的公開講座(混合模式)。講座由中國工程院院士、中國石化上海石油化工研究院院長楊為民教授主講,吸引了來自亞洲、歐洲、北美10多個國家和地區的120多名現場及網上參加者。講座亦在嗶哩嗶哩、微博等多個社交媒體平台進行直播,在線觀看人數超過11,000人次。
講座由理大協理副校長(研究與創新)王鑽開教授以歡迎辭及講者介紹揭開序幕。楊教授介紹了其團隊在綠色化工領域的研究進展,包括基於分子篩催化材料的綠色化工技術開發與實踐,以及新型分子篩催化材料的應用,並分享了他對行業未來趨勢的展望。 隨後的問答環節由應用物理系客座教授曾適之教授主持,一眾參加者與楊教授進行了富有成果的交流。
- Subjects:
- Chemistry
- Keywords:
- Zeolites Catalysis Zeolite catalysts Green chemistry
- Resource Type:
- Video
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Video
In this lecture I consider the fundamental, challenging and largely unsolved problem of deriving rigorously the most popular kinetic equations, starting from the laws governing the dynamics of microscopic systems. I plan to present classical and recent results, discussing also some present perspectives.
Event date: 30/3/2023
Speaker: Prof. Mario Pulvirenti (University of Roma La Sapienza)
Hosted by: Department of Applied Mathematics
- Subjects:
- Mathematics and Statistics
- Keywords:
- Mathematical models Kinetic theory of gases -- Mathematical models
- Resource Type:
- Video