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In past few years, hybrid/online teaching has been used during the COVID-19 pandemic. In this workshop, a 4C model: Content, Collaboration, Community and Communication is presented for hybrid/online teaching. To support the 4C model, various teaching/learning tools and resources can be used such as: presentation slides with annotations, chatbox communication, open educational resources, multiple choice exercises, group exercises, class surveys etc. Good practice and useful experience (e.g., how to handle the aforementioned tools smoothly in a class) will be shared through the workshop.
Event Date: 7/12/2022
Facilitator(s): Chan, Henry; Zhou, Laura
- Subjects:
- Good Practices
- Keywords:
- Internet in education Educational technology College teaching Blended learning Web-based instruction
- 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:
AMA: Use of in-class apps and videos to support communication and peer learning by Dr Raymond Sze
MM: Use of in-class apps and videos to support communication and peer learning by Dr Pamsy Hui
APSS: Assessing the wellbeing and needs of SEN students at PolyU during COVID-19 by Dr Ann Li and Dr Lu Yu SN: Virtual hospital by Dr Justina Liu
Event Date: 7/12/2022
Facilitator(s): Kam, Roy
- Subjects:
- Assessment & Feedback, Student Engagement, and Good Practices
- Keywords:
- Internet in education Motivation in education Educational technology College teaching Web-based instruction
- 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 three departments:
CEE: Digital assessment by Dr Barbara Siu
RS: Blended clinical education of Occupational Therapy and Physiotherapy programmes by Ms Josephine Wong and Mr Alexander Woo
SHTM: Virtual tours by Dr Mimi Li and Dr Daniel Leung
Event Date: 21/11/2022
Facilitator: Mark, Kai Pan
- Subjects:
- Assessment & Feedback and Good Practices
- Keywords:
- Internet in education Motivation in education Educational technology Educational tests measurements College teaching Web-based instruction
- 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.
ABCT: Effective large class teaching and learning with handy applications by Dr Joe Kim-Hung Lam
CLC: Learning with simple but effective tools by Dr Lam Yan Yan, Dr David Yuen and Dr Cheung Chi Kan (with his teammates)
Event Date: 15/11/2022
Facilitator: Mark, Kai Pan
- Subjects:
- Good Practices
- Keywords:
- Internet in education Motivation in education Educational technology College teaching Web-based instruction
- 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.
LSGI: VR for practical and e-Assessment by Dr Lawrence Lau
Event Date: 15/11/2022
Facilitator(s): Mark, Kai Pan; Lau, Lawrence
- Subjects:
- Assessment & Feedback
- Keywords:
- Internet in education Motivation in education Educational technology Educational tests measurements College teaching Web-based instruction
- Resource Type:
- Video
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Video
This session will revisit the purposes and roles of a Programme Learning Outcomes Assessment Plan (P-LOAP) in quality assurance and enhancement. It will also discuss observations and good practices of how P-LOAP is used for monitoring and enhancing programme effectiveness in achieving its intended learning outcomes. Programme leaders and administrators are encouraged to attend to refresh and update their understanding and share their experience.
Event Date: 9/11/2022
Facilitator(s): Tam, Kenneth; Lo, Dawn
- Subjects:
- Lesson Design, Student Engagement, and Good Practices
- Keywords:
- Education Higher -- Aims objectives Education Higher -- Evaluation
- Resource Type:
- Video
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Video
This orientation gives an overview of the process of course approval and quality management. It walks through the course design and approval process and explains the key concepts in course quality management. The orientation is designed primarily for course leaders and administrators are also encouraged to attend to refresh and update their understanding and share their experience.
Event Date: 28/10/2022
Facilitator(s): Chen, Julia; Ho, Polly; Tam, Kenneth; Huen, Carol
- Subjects:
- Lesson Design, Student Engagement, and Good Practices
- Keywords:
- Effective teaching -- Evaluation Web-based instruction -- Design Distance education
- Resource Type:
- Video
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Video
This orientation gives an overview of the role of a programme leader and the process of programme quality management. It elucidates the context for and rationale behind programme design and introduces the key concepts and mechanisms in programme quality management. The orientation is designed primarily for programme leaders who are new to the role. Experienced programme leaders are also encouraged to attend to refresh and update their understanding and share their experience.
Event Date: 24/10/2022
Facilitator(s): Chen, Julia; Ho, Polly; Tam, Kenneth
- Subjects:
- Lesson Design, Student Engagement, and Good Practices
- Keywords:
- Effective teaching -- Evaluation Education Higher -- Evaluation
- Resource Type:
- Video
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Video
In this workshop, we will introduce a novel active-learning rewards-based (ALRB) approach supported by a prototype system to motivate students to be more active learners. We will describe how rubrics are assigned to different active learning pedagogies to reward students for their active engagement. The ALRB approach will be demonstrated with a supporting system and rewards will be given to the audience to show how instructors can use the ALRB approach in any face-to-face, hybrid or purely virtual environment.
Event Date: 20/10/2022
Presenter: Harbutt, Darren
Facilitator(s): Ting, Fridolin; Sze, Raymond
- Subjects:
- Lesson Design, Student Engagement, and Good Practices
- Keywords:
- Effective teaching Active learning Web-based instruction
- Resource Type:
- Video
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Video
EDC presents a series of showcases that share project deliverables and innovations in TEL, promoting sustainable and impactful practices that resonate across PolyU and beyond. Showcase One proudly presents two departmental interventions funded by PolyU’s Quality Incentive Scheme Stage 1, which promotes eLearning, Teaching and Assessment (eLTA) by grooming and rewarding outstanding performance:
APSS on the Move: Incubation of L&T Strategies before, during and beyond the Pandemic Era.
AAE: Using an online platform, Github, to shape and build the students' problem-solving and learning-to-learn abilities through a flip-class project teaching approach.
Event Date: 13/10/2022
Presenter(s): Chui, Eric; Chu, Rodney; Hsu, Li Ta
Facilitator: Harbutt, Darren
- Subjects:
- Lesson Design, Student Engagement, and Good Practices
- Keywords:
- Internet in education Educational technology Web-based instruction
- Resource Type:
- Video
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Video
Learning online is playing an increasingly large part of student life, whether as part of a blended approach, for group work, or even for fully online study. Join us in this webinar where we look at how to learn online, successfully, making the most of the opportunities and tools on offer.
Event Date: 23/8/2022
Facilitator(s): Harbutt, Darren; Ho, Anthony
- Subjects:
- Lesson Design and Student Engagement
- Keywords:
- Internet in education Motivation in education Blended learning Engagement (Philosophy)
- Resource Type:
- Video
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Video
Dr Wang Yulun has been actively working at the forefront of the surgical robotics and telemedicine industries for the past 30 years. During this lecture, he will describe the evolution of these technologies and marketplaces and offer insights into how they will continue transforming healthcare delivery.
Event Date: 10/1/2023
Speaker: Dr Wang Yulun (Teladoc Health)
Hosted by: PolyU Academy for Interdisciplinary Research
- Keywords:
- Medical care -- Automation Robotics in medicine
- Resource Type:
- Video
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Video
Professor Yigong Shi will reflect on the challenges in global higher education, based on his 37 years of learning, scientific research, and teaching experience in academia. He will present Westlake University's educational reforms in university operations, governance, talent recruitment, student development, research and academic evaluation, and interdisciplinary studies, which altogether provide new opportunities for future-oriented higher education.
Even date: 6/12/2022
Speaker: Prof. Yigong Shi
Moderator: Prof. Qingyan Chen (Hong Kong Polytechnic University)
Hosted by: PolyU Academy for Interdisciplinary Research
- Keywords:
- Educational change China Education Higher
- Resource Type:
- Video
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Video
I'm Aaron! I spent 6 years learning Spanish in school, and graduated barely able to speak at all. That was before I learned HOW to learn languages. Now I speak English, Spanish, French, Esperanto, some Thai, and I'm actively learning Greek. Stick around and we'll discuss what you should be doing to finally learn that language that's been on your mind. A new language will enhance your life!
- Course related:
- CBS503 Language in Society and CBS500 Sematics and Pragmatics
- Subjects:
- Language and Languages
- Keywords:
- Language languages -- Study teaching
- Resource Type:
- Video
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Video
Frederik Imbo studied theatre at the Royal Conservatory of Ghent and has acted in lots of television series. He founded Imboorling and now has over 15 years' experience in stimulating and supporting people. With the aim of improving their communication skills Frederik gives presentations, workshops, training courses and personal coaching sessions to anyone prepared to make their two ears available.
- Course related:
- HTM3226 Managing Human Resources in Hospitality
- Keywords:
- Personnel management
- Resource Type:
- Video
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Video
Being diagnosed with autism is often seen as a tragedy. But for Jac den Houting, it was the best thing that's ever happened to them. As an autistic person, concepts like the Neurodiversity paradigm, the Social Model of Disability, and the Double Empathy Problem were life-changing for Jac. In this talk, Jac combines these ideas with their own personal story to explain why we need to rethink the way that we understand autism. Jac den Houting is a research psychologist and Autistic activist in pursuit of social justice. Jac currently holds the role of Postdoctoral Research Associate at Macquarie University in Sydney, working alongside Professor Liz Pellicano. In 2015, Jac was awarded an Autism CRC scholarship to complete their PhD through the Autism Centre of Excellence at Griffith University in Brisbane. Prior to this, they gained almost 10 years’ experience as a psychologist in the criminal justice system, with the Queensland Police Service and Queensland Corrective Services. Jac was identified as Autistic at the age of 25, and is proudly neurodivergent and queer. After participating in the inaugural Future Leaders Program at the 2013 Asia Pacific Autism Conference, Jac quickly became established as a strong advocate for the Autistic community. Jac is a current member of the Autistic Self Advocacy Network of Australia and New Zealand (ASAN-AuNZ)’s Executive Committee, the Autism CRC’s Data Access Committee, Aspect’s LGBTQIA+ Autism Advisory Committee, and the Aspect Advisory Council. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx
- Course related:
- RS3320 Clinical Sciences in Developmental Dysfunction
- Subjects:
- Health Sciences
- Keywords:
- Autistic people Autism Autistic people -- Services for
- Resource Type:
- Video
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Video
In this lesson, we'll be looking at the cell cycle. This is the lifespan of a eukaryotic somatic cell. A somatic cell is any cell in the body of an organism, except for sex cells such as sperm and egg cells. The cell cycle describes the sequence of cell growth and division. A cell spends most of its life a state called interphase. Interphase has three phases, the G1, S, and G2 phases. Interphase is followed by cell division, which has one phase, the M phase. Together these four phases make up the entire cell cycle. G1 of interphase is sometimes called growth 1 or gap phase 1. In G1, a cell is busy growing and carrying out whatever function it's supposed to do. Note that some cells, such as muscle and nerve cells, exit the cell cycle after G1 because they do not divide again. A cell enters the S phase after it grows to the point where it's no longer able to function well and needs to divide. The S stands for synthesis, which means to make, because a copy of DNA is being made during this phase. Once DNA replication is complete, the cell enters the shortest and the last part of interphase called G2, also known as growth 2 or gap phase 2. Right now, it's enough to know that further preparations for cell division take place in the G2 phase. Now that interphase is over, the cell is ready for cell division, which happens in the M phase. The M phase has two events. The main one is mitosis, which is division of the cell's nucleus, followed by cytokinesis, a division of the cytoplasm. So, at the end of M phase, you have two daughter cells identical to each other and identical to the original cell. Let's review. The cell cycle describes the life cycle of an individual cell. It has four phases, three in interphase and one for cell division. Most cell growth and function happen during G1. The cell enters the S phase when it needs to divide. In this phase the cell replicates its DNA. Replication just means the cell makes a copy of its DNA. In G2, the cell undergoes further preparations for cell division. Finally, we have cell division in the M phase. The M phase consists of mitosis, which is nuclear division, and cytokinesis, or division of the cytoplasm. We'll explore the details of mitosis and cytokinesis separately
- Subjects:
- Biology
- Keywords:
- Cell cycle
- Resource Type:
- Video
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Video
Stanford Electrical Engineering Course on Convex Optimization.
- Course related:
- AMA4850 Optimization Methods
- Subjects:
- Mathematics and Statistics
- Keywords:
- Mathematical optimization Convex functions
- Resource Type:
- Video
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Video
The video introduces the basic principle of ETF
- Course related:
- HTM3222 Financial Management in Hospitality, Tourism and Events
- Subjects:
- Finance
- Keywords:
- Exchange traded funds
- Resource Type:
- Video
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Video
With calculus well behind us, it's time to enter the next major topic in any study of mathematics. Linear Algebra! The name doesn't sound very intimidating, but there are some pretty abstract concepts in this subject. Let's start nice and easy simply by learning about what this subject covers and some basic terminology.
- Course related:
- COMP4434 Big Data Analytics
- Subjects:
- Mathematics and Statistics
- Keywords:
- Algebras Linear
- Resource Type:
- Video
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Video
In this series we learn how to make an RPG from scratch using the Unity engine.
- Course related:
- COMP4122 Game Design and Development
- Subjects:
- Computing
- Keywords:
- Computer games -- Programming Unity (Electronic resource) Computer games -- Design
- Resource Type:
- Video
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Video
Autism is a spectrum disorder which includes a large range of symptoms and behaviors. This video is part for Behavior Frontiers Applied Behavior Analysis (ABA) Training Program with an Autism Specialization. Available via web based training program or at seminars across the country.
- Course related:
- RS3320 Clinical Sciences in Developmental Dysfunction
- Subjects:
- Health Sciences
- Keywords:
- Autism
- Resource Type:
- Video
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Video
This channel walks you through the entire process of learning to code in Python; all the way from basics to advanced machine learning and deep learning. The primary emphasis will be on image processing and other relevant functionality. Why did I create this channel? To help you (students and researchers) gain a new skill and succeed in your respective fields.
You may think coding is hard and that it's not your cup of tea, but Python made it easy to code even advanced algorithms. In addition, coding will make you self sufficient, it will teach you how to think, it improves your collaborative skills and it can take your career to new heights. Therefore, if you want to stay ahead of your peers and relevant in your field, overcome your fears and start coding!
- Subjects:
- Computing
- Keywords:
- Computer programming Computer science Python (Computer program language)
- Resource Type:
- Video
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Video
Lecture videos from Gilbert Strang's course on Linear Algebra at MIT.
- Course related:
- AMA1120 Basic Mathematics II - Calculus and Linear Algebra
- Subjects:
- Mathematics and Statistics
- Keywords:
- Algebras Linear
- Resource Type:
- Video
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Video
This course is an introduction to game theory and strategic thinking. Ideas such as dominance, backward induction, Nash equilibrium, evolutionary stability, commitment, credibility, asymmetric information, adverse selection, and signaling are discussed and applied to games played in class and to examples drawn from economics, politics, the movies, and elsewhere.
- Subjects:
- Mathematics and Statistics and Economics
- Keywords:
- Game theory
- Resource Type:
- Video
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Video
A chance to have dialogue and interactive match with an Olympic Gold Medalist! On 17 December, the renowned foil fencing athlete and Olympic champion, Mr Cheung Ka-long, will have a live chat at PolyU where he will share details about his athletic and personal life with participants.
一起與奧運金牌運動員在校園對話、台上較量﹗香港著名劍擊運動員張家朗將於12月17日蒞臨 理大 校園，與一眾與會者暢談他在劍術內外的生活點滴。
- Keywords:
- Fencing China -- Hong Kong 張家朗 1997- Fencers Athletes -- Training of
- Resource Type:
- Video
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Video
What is your dream? And how to make it come true? Ms Guo Jingjing, the Olympic Gold Medalist, will share with us her story of chasing dreams.
你的夢想是什麼？你有好好努力使它實現嗎？奧運金牌得主郭晶晶女士將與大家分享她追逐夢想的故事。
Event Date: 22.11.2022
- Keywords:
- China Athletes -- Training of Diving
- Resource Type:
- Video
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Video
The Palace Museum houses a collection of national treasures, which are not only rare and precious artworks, but also serve as vehicles for Chinese philosophy and culture. Since its establishment, the Palace Museum has taken preserving and carrying the Chinese cultural heritage forward as its core mission. In the past few decades, the Palace Museum has endeavoured to activate its collection and make the museum more connected and relevant to the world beyond the museum walls. As a bridge between the past and the present, China and the world, the Hong Kong Palace Museum is committed to the study and appreciation of Chinese art and culture. With a Hong Kong perspective and a global vision, the Museum interprets the Palace Museum’s collection and its culture and presents the essence of Chinese culture and values to a global audience, while advancing dialogue and mutual learning among world civilizations. In this PolyU 85th Anniversary Public Lecture, we are honored to have Dr Louis Ng Chi-wa, the first Director of Hong Kong Palace Museum, presents a public lecture, A New Vision for Carrying the Traditional Culture Forward. We sincerely invite you to embark on a journey exploring cultural heritage through the lecture.
故宮的文物收藏是國之重寶，不僅是藝術珍玩，還有以器明道的文化意義。故宮博物院自成立以來，一直以傳承中華文化為使命。新時代的故宮致力把文物活起來，從館舍天地走向大千世界。香港故宮繼往開來，定位於連繫古今，融通中外，以香港角度，結合環球視野，詮釋故宮文物和文化。香港故宮並致力走向世界，宣揚中國文化的普世價值，推動文化對話和文明互鑑。理大八十五周年校慶公開講座有幸邀請香港故宮文化博物館館長吳志華博士與大家分享「文化傳承的新視野」，一起展開文化傳承之旅。
Event Date: 22.10.2022
- Keywords:
- Art Chinese Historic preservation Civilization Cultural property
- Resource Type:
- Video
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Video
University education nowadays focuses more on the promotion of students’ knowledge and professional qualifications, as compared to the cultivation of their morals and values. In fact, all the above are equally crucial to whole-person development. In this PolyU 85th Anniversary Public Lecture, we are honored to have Prof. Poon Chung-kwong share with us the relationship between knowledge and self-cultivation, and how they complement each other to fulfill the ultimate purpose of education.
大學教育近年來較著重提升學生的知識與專業水平，品德培養的比重相對較少。事實上全人教育涵蓋以上各方面，缺一不可。理大八十五周年校慶公開講座特別邀了理大榮休校長潘宗光教授與大家暢談學問與修養的關係。兩者兼備，相輔相成，才是教育的最高目標。
Event Date: 16.09.2022
- Keywords:
- College students -- Attitudes College students -- Conduct of life
- Resource Type:
- Video
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Video
【PolyU 85th Anniversary Interview Series】 During his tenure as PolyU President, Prof. Timothy W. Tong faced the challenge of changing the undergraduate curriculum from three years to four years. He led the restructure of the curriculum, enhancing it to focus more on the holistic development of students. In addition, Prof. Tong launched a number of initiatives to foster entrepreneurial abilities as well as cultural and artistic development among students. Watch the video now and learn more about the curriculum restructure in those days!
【理大八十五周年訪談系列】唐偉章教授在任理工大學校長期間，面對大學由三年制改為四年制的挑戰，帶領大學課程的革新，令理大教育更重視學生全人發展。此外，唐教授任內先後推出多項舉措，培育學生創業精神，以及文化和藝術的修養。立即看片，回顧當年改制點滴﹗
- Keywords:
- College presidents Hong Kong Polytechnic University Interviews Education Higher China -- Hong Kong Universities colleges
- Resource Type:
- Video
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Video
【PolyU 85th Anniversary Interview Series】 Dr Marjorie Yang was the first female Council Chairman of PolyU. During her tenure, she actively promoted the translation of research into practical solutions and collaborations between PolyU and industry partners. In this interview, Dr Yang shares a heart-touching experience during her tenure and her efforts in driving sustainability.
【理大八十五周年訪談系列】楊敏德博士是第一位女士出任理大校董會主席。她任內積極推動大學將科研成果轉化為應用，重視大學與業界伙伴的合作。在訪談中，楊博士回顧了在任期間一次感動的經歷，以及她在推動實踐可持續發展所作的努力。
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Video
【PolyU 85th Anniversary Interview Series】 During his Chairmanship of the PolyU Council, Dr the Hon. Victor Lo Chung-wing invited the internationally renowned architect Dame Zaha Hadid to design the Jockey Club Innovation Tower, showcasing PolyU as a vibrant and innovative campus. In this interview, Dr Lo shares that he witnessed the development of another important building at PolyU. Do you know what it is?
【理大八十五周年訪談系列】羅仲榮博士出任理大校董會主席期間，邀請了國際知名的殿堂級建築師Dame Zaha Hadid 女士設計了賽馬會創新樓，為大學的建築群展現了創新形象。羅博士在訪談中更分享了任內見證理大另一重要設施的發展，你知道是甚麼嗎？
- Keywords:
- History Hong Kong Polytechnic University Interviews Education Higher College buildings Universities colleges China -- Hong Kong
- Resource Type:
- Video
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Video
【PolyU 85th Anniversary Interview Series】 Dr Sir Gordon Wu Ying-sheung assumed Chairmanship of the PolyU Council in 1997. Under his leadership of over six years, Sir Gordon guided a number of key PolyU campus development projects. He valued the positive impact hostel life brought to students and took part in the design of the PolyU’s first student hostel located in Hung Hom Bay. In this video, you will learn about Sir Wu’s views regarding education and whole person development as well as his wise words for young people.
【理大八十五周年訪談系列】 胡應湘爵士1997年出任理大校董會主席，在任六年領導理大校園多項重要發展，更親自參與理大第一所位於紅磡灣學生宿舍的設計，非常重視宿舍生活對大學生的成長。想知道胡爵士對學生全人教育的看法以及對年輕人的勸勉？立即看片。
- Keywords:
- History Hong Kong Polytechnic University Interviews Education Higher China -- Hong Kong Universities colleges College buildings
- Resource Type:
- Video
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Video
【PolyU 85th Anniversary Interview Series】 Prof. Poon Chung-kwong led PolyU for 18 years. During his tenure as President, PolyU assumed full university status and started a new chapter in its history. In this video, you will learn about how Prof. Poon positioned PolyU in unique roles, helping the University to excel in various aspects and laying a strong foundation for its long-term development.
【理大八十五周年訪談系列】 潘宗光教授帶領理大18年，出任校長期間，理大正式取得大學地位，開展了理大歷史新的一頁。潘教授任內爲理大發展確立獨特的定位，並取得驕人成績，爲理大長遠發展奠定堅實的基礎。立即看片。
- Keywords:
- College presidents History Hong Kong Polytechnic University Interviews Education Higher China -- Hong Kong Universities colleges
- Resource Type:
- Video
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Video
Before the advent of computers around 1950, optimization centered either on small-dimensional problems solved by looking at zeroes of first derivatives and signs of second derivatives, or on infinite-dimensional problems about curves and surfaces. In both cases, "variations" were employed to understand how a local solution might be characterized. Computers changed the picture by opening the possibility of solving large-scale problems involving inequalities, instead of only equations. Inequalities had to be recognized as important because the decisions to be optimized were constrained by the need to respect many upper or lower bounds on their feasibility. A new kind of mathematical analysis, beyond traditional calculus, had to be developed to address these needs. It built first on appealing to the convexity of sets and functions, but went on to amazingly broad and successful concepts of variational geometry, subgradients, subderivatives, and variational convergence beyond just that. This talk will explain these revolutionary developments and why there were essential.
Event date: 1/11/2022
Speaker: Prof. Terry Rockafellar (University of Washington)
Hosted by: Department of Applied Mathematics
- Subjects:
- Mathematics and Statistics
- Keywords:
- Convex functions Convex sets Mathematical optimization Computer science -- Mathematics
- Resource Type:
- Video
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Video
Geospatial information science is a discipline that focuses on using geospatial information technology to understand people, places, nature and processes of the earth. IoT refers to Internet of things, the combination of sensors, software and other technologies to connect and exchange data with other devices and systems over the Internet. The era of IoT brings us opportunities and challenges for geospatial information science. In the keynote, five characteristics and three scientific issues of geo-spatial information science in the era of IoT are summarised.
Even date: 6/9/2022
Speaker: Prof. Daren Li
Moderator: Prof. Christopher Chao (Hong Kong Polytechnic University)
Panel members: Prof. Qingyan Chen, Prof. Qinhao Chen (Hong Kong Polytechnic University)
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Land Surveying and Geo-Informatics
- Keywords:
- Internet of things Geospatial data Spatial data mining
- Resource Type:
- Video
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Video
Adaptive computation is of great importance in numerical simulations. The ideas for adaptive computations can be dated back to adaptive finite element methods in 1970s. In this talk, we shall first review some recent development for adaptive methods with some application. Then, we will propose a deep adaptive sampling method for solving PDEs where deep neural networks are utilized to approximate the solutions. In particular, we propose the failure informed PINNs (FI-PINNs), which can adaptively refine the training set with the goal of reducing the failure probability. Compared with the neural network approximation obtained with uniformly distributed collocation points, the proposed algorithms can significantly improve the accuracy, especially for low regularity and high-dimensional problems.
Event date: 18/10/2022
Speaker: Prof. Tao Tang (Beijing Normal University-Hong Kong Baptist University United International College)
Hosted by: Department of Applied Mathematics
- Subjects:
- Mathematics and Statistics
- Keywords:
- Sampling (Statistics) Differential equations Partial -- Numerical solutions Mathematical models Adaptive computing systems
- Resource Type:
- Video
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Video
Convex Matrix Optimization (MOP) arises in a wide variety of applications. The last three decades have seen dramatic advances in the theory and practice of matrix optimization because of its extremely powerful modeling capability. In particular, semidefinite programming (SP) and its generalizations have been widely used to model problems in applications such as combinatorial and polynomial optimization, covariance matrix estimation, matrix completion and sensor network localization. The first part of the talk will describe the primal-dual interior-point methods (IPMs) implemented in SDPT3 for solving medium scale SP, followed by inexact IPMs (with linear systems solved by iterative solvers) for large scale SDP and discussions on their inherent limitations. The second part will present algorithmic advances for solving large scale SDP based on the proximal-point or augmented Lagrangian framework In particular, we describe the design and implementation of an augmented Lagrangian based method (called SDPNAL+) for solving SDP problems with large number of linear constraints. The last part of the talk will focus on recent advances on using a combination of local search methods and convex lifting to solve low-rank factorization models of SP problems.
Event date: 11/10/2022
Speaker: Prof. Kim-Chuan Toh (National University of Singapore)
Hosted by: Department of Applied Mathematics
- Subjects:
- Mathematics and Statistics
- Keywords:
- Convex programming Semidefinite programming
- Resource Type:
- Video
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Video
We introduce a Dimension-Reduced Second-Order Method (DRSOM) for convex and nonconvex (unconstrained) optimization. Under a trust-region-like framework, our method preserves the convergence of the second-order method while using only Hessian-vector products in two directions. Moreover; the computational overhead remains comparable to the first-order such as the gradient descent method. We show that the method has a local super-linear convergence and a global convergence rate of 0(∈-3/2) to satisfy the first-order and second-order conditions under a commonly used approximated Hessian assumption. We further show that this assumption can be removed if we perform one step of the Krylov subspace method at the end of the algorithm, which makes DRSOM the first first-order-type algorithm to achieve this complexity bound. The applicability and performance of DRSOM are exhibited by various computational experiments in logistic regression, L2-Lp minimization, sensor network localization, neural network training, and policy optimization in reinforcement learning. For neural networks, our preliminary implementation seems to gain computational advantages in terms of training accuracy and iteration complexity over state-of-the-art first-order methods including SGD and ADAM. For policy optimization, our experiments show that DRSOM compares favorably with popular policy gradient methods in terms of the effectiveness and robustness.
Event date: 19/09/2022
Speaker: Prof. Yinyu Ye (Stanford University)
Hosted by: Department of Applied Mathematics
- Subjects:
- Mathematics and Statistics
- Keywords:
- Convex programming Nonconvex programming Mathematical optimization
- Resource Type:
- Video
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Video
Academic advising has great potential in helping students learn to learn. In this activity, we will walk through the basic concepts of L2L, and provide tips on how to support students' L2L development through academic advising. This activity is designed particularly for academic advisors but everyone is welcome to join. It will be recorded and the recording will be uploaded to the Learning to Learn Website for sharing.
Event Date: 19/8/2022
Facilitator(s): Kevinia Cheung, Kenneth Tam
- Subjects:
- Lesson Design and Student Engagement
- Keywords:
- 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 workshop, recent PolyU winners will share their insights on converting great educational innovations into award-winning applications.
Event Date: 5/8/2022
Facilitator(s): Daniel Shek, Fridolin Ting, Johnny Yuen, Kai Pan Mark
- Subjects:
- Good Practices
- Keywords:
- Educational innovations
- Resource Type:
- Video
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Video
This EDC and ITS collaborative workshop series consists of two hybrid workshops about how to develop rubrics both theoretically and technically. Demonstration, discussion activities and hands-on exercises are designed for the participants to enrich their learning experience. Topics include: Introduction to rubrics Rubric policy Types of rubrics Developing rubrics and evaluating their quality How to set up rubrics in Learn@Polyu and Turnitin How to grade your students' work using rubrics in Learn@Polyu and Turnitin
Event Date: 27/7/2022
Facilitator(s): Eric Ng, Jamie Lee, Roy Kam
- Subjects:
- Assessment & Feedback
- Keywords:
- Educational tests measurements College students -- Evaluation
- Resource Type:
- Video
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Video
Join us in this online showcase that looks at assessment solutions that leverage technology to help you assess student learning outcomes. We will consider examples from PolyU and HKBU that move beyond large-hall exams and their online invigilated equivalents to offer a more holistic solution.
Event Date: 7/7/2022
Facilitator(s): Darren Harbutt, Wallace Lai, Bruce Li, Theresa Kwong
- Subjects:
- Assessment & Feedback
- Keywords:
- Educational tests measurements Web-based instruction
- Resource Type:
- Video
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Video
Earlier this year, EDC launched the Blended Learning Ambassadors initiative to promote best practices in Blended Learning across PolyU. Join us for our annual showcase event, in which three experienced practitioners share their success stories in designing and implementing Blended Learning, and put your questions to them in a panel discussion.
Event Date: 20/6/2022
Facilitator(s): Pauli Lai, Vincent Leung, Jack Chun, Darren Harbutt, Dave Gatrell
- Subjects:
- Good Practices
- Keywords:
- Teaching -- Computer network resources Computer-assisted instruction Blended learning
- Resource Type:
- Video
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Video
Machine learning can deliver unprecedented performance. Its application domain has expanded into safety-critical cyber-physical systems such as UAVs and self-driver cars. However, the safety assurance of vehicular control has two conditions: 1) an analytical model of system behaviors such as provable stability, and 2) the software safety certification process (e.g., DO 178C) requires that the software be simple enough so that software safety can be validated by a combination of model checking and near exhaustive testing. Although ML software, as is, does not meet these two safety requirements, the real-time physics model supervised ML architecture holds the promise to 1) meet the two safety requirements and 2) enable ML software to safely improve control performance and safely learn from its experience in real-time. This talk will review the structure of the proposed architecture and some methods to embed physics into ML-enabled CPS control.
Event Date: 12/05/2022
Speaker: Prof. Lui Sha (University of Illinois Urbana-Champaign)
Hosted by: Graduate School
- Subjects:
- Aeronautical and Aviation Engineering and Computing
- Keywords:
- Machine learning Vehicles Remotely piloted Computer software -- Reliability Drone aircraft
- Resource Type:
- Video
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Video
PolyU AAE students guide you through the flight procedures of an A320 Flight Stimulator.
- Subjects:
- Aeronautical and Aviation Engineering
- Keywords:
- Flight training -- Simulation methods Flight simulators
- Resource Type:
- Video
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Video
An online lecture on the topic of "10 Things about Fashion Branding".The Faculty of Applied Science and Textiles (FAST) and the Institute of Textiles & Clothing (ITC) organized the mini-lecture series for more than three years. The lectures aim to enrich students' knowledge in creative perspectives and arouse their interest in Sciences, Fashion and Textiles. In view of the unpredictable development of the COVID-19 pandemic, the upcoming mini-lecture Series will be switched from face-to-face mode to online mode.
- Subjects:
- Fashion retailing and merchandising
- Keywords:
- Bring (Marketing) Br name products
- Resource Type:
- Video
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Video
An online lecture on the topic of "Fast Fashion, Slow Fashion, Green Fashion".The Faculty of Applied Science and Textiles (FAST) and the Institute of Textiles & Clothing (ITC) organized the mini-lecture series for more than three years. The lectures aim to enrich students' knowledge in creative perspectives and arouse their interest in Sciences, Fashion and Textiles. In view of the unpredictable development of the COVID-19 pandemic, the upcoming mini-lecture Series will be switched from face-to-face mode to online mode.
- Subjects:
- Fashion retailing and merchandising
- Keywords:
- Clothing trade -- Environmental aspects Fashion merchising
- Resource Type:
- Video
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Video
An online lecture on the topic of "Fashion Retailing - Online or Offine?".The Faculty of Applied Science and Textiles (FAST) and the Institute of Textiles & Clothing (ITC) organized the mini-lecture series for more than three years. The lectures aim to enrich students' knowledge in creative perspectives and arouse their interest in Sciences, Fashion and Textiles. In view of the unpredictable development of the COVID-19 pandemic, the upcoming mini-lecture Series will be switched from face-to-face mode to online mode.
- Subjects:
- Fashion retailing and merchandising
- Keywords:
- Electronic commerce Fashion merchising Retail trade
- Resource Type:
- Video
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Video
An online lecture on the topic of "Fashion & Chemistry". The Faculty of Applied Science and Textiles (FAST) and the Institute of Textiles & Clothing (ITC) organized the mini-lecture series for more than three years. The lectures aim to enrich students' knowledge in creative perspectives and arouse their interest in Sciences, Fashion and Textiles. In view of the unpredictable development of the COVID-19 pandemic, the upcoming mini-lecture Series will be switched from face-to-face mode to online mode.
- Subjects:
- Technology and Textiles
- Keywords:
- Textile fabrics -- Technological innovations
- Resource Type:
- Video