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  • MOOC 
    Responsive Cities

    Responsive Cities

    Responsive cities define the future of urbanization. They evolve from smart cities, with a fundamental difference: The citizens move from the center of attention to the center of action. Responsive citizens use smart technology to contribute to planning, design and management of their cities. Responsive cities are about bringing cities back to their citizens. Responsive cities change the way the technology of a smart city is used. The first Smart Cities were technology driven and they produced large amounts of data from fixed or centrally controlled sensors. But by now, the citizens and their mobile phones have taken the leading role in direct data generation. Rather than using data that are centrally collected and stored, you will see platforms on which the citizens place the data and the information they decide to share. With this, your own responsibility becomes a foundation of a Responsive City. Cities evolve from being smart to being responsive. To demonstrate the potential of Responsive Cities, this course will define the concept of Citizen Design Science, a combination of Citizen Design, Citizen Science and Design Science. Experts, citizens and scientists participate in Citizen Design Science. This approach is still in an early stage of development, but with the Responsive Cities Massive Open Online Course, you will be ahead in exploring and defining its possibilities. ‘Responsive cities’ is the fourth edition of the ‘Future Cities’ series on urban MOOCs. The ‘Future Cities’ series is the first and complete series of urban courses dealing with the design, management and transformation of cities for their sustainable and resilient future. With every edition, the series becomes more interactive. It increasingly empowers citizens around the world to become part of the development of their own cities, especially in those places where this knowledge is needed most. Therefore, the course is inclusive for every individual interested in the planning, construction, redevelopment and management of future cities. The course is open to anyone regardless of background, skills, knowledge, or age.

    Subjects:
    Building Services Engineering and Building and Real Estate
    Keywords:
    Smart cities Sustainable development Cities towns -- Effect of technological innovations on City planning
    Resource Type:
    MOOC
     
  • Video 
    What is plagiarism

    What is plagiarism

    In this video, Mr Peter Sidorko, the University Librarian of the University of Hong Kong explain the importance of academic integrity. Students are expected to conduct themselves honesty and with integrity. One of the key responsibilities is to assure to credit the materials used to develop the ideas and academic work properly and avoid plagiarism.

    Keywords:
    Intellectual property Plagiarism Information literacy Academic writing
    Resource Type:
    Video
     
  • Courseware 
    Environmental Ethics, Justice, and World Views

    Environmental Ethics, Justice, and World Views

    In this course we introduce the concept of environmental ethics, a philosophy that extends the ethical concepts we traditionally apply to human behavior to the natural world. We will study the history of environmental ethics, the concept of environmental justice, and explore how our views about the natural world have changed over time. Philosophers have debated the concept of environmental ethics since the 1800s, although many consider it to be a relatively new discipline. In this course we identify key pioneers and events that have helped shape the global effort to help preserve our planet for future generations and species. We explore the notion of environmental justice and witness how a disregard for the environment can negatively impact entire communities. Finally, we explore political efforts that have promoted environmental sustainability in the United States and Europe. We see how our ethical beliefs and moral worldview can help shape the laws and regulations we create, in terms of our sense of ethical responsibility, social justice, and environmental sustainability.

    Subjects:
    Sociology
    Keywords:
    Environmental ethics
    Resource Type:
    Courseware
     
  • e-book 
    Principles of Accounting, Volume 2: Managerial Accounting

    Principles of Accounting, Volume 2: Managerial Accounting

    Principles of Accounting is designed to meet the scope and sequence requirements of a two-semester accounting course that covers the fundamentals of financial and managerial accounting. Due to the comprehensive nature of the material, we are offering the book in two volumes. This book is specifically designed to appeal to both accounting and non-accounting majors, exposing students to the core concepts of accounting in familiar ways to build a strong foundation that can be applied across business fields. Each chapter opens with a relatable real-life scenario for today’s college student. Thoughtfully designed examples are presented throughout each chapter, allowing students to build on emerging accounting knowledge. Concepts are further reinforced through applicable connections to more detailed business processes. Students are immersed in the “why” as well as the “how” aspects of accounting in order to reinforce concepts and promote comprehension over rote memorization.

    Subjects:
    Accounting
    Keywords:
    Managerial accounting
    Resource Type:
    e-book
     
  • Presentation 
    Sampling Table Configurations for the Hierarchical Poisson-Dirichlet Process

    Sampling Table Configurations for the Hierarchical Poisson-Dirichlet Process

    This video was recorded at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Athens 2011. Hierarchical modeling and reasoning are fundamental in machine intelligence, and for this the two-parameter Poisson-Dirichlet Process (PDP) plays an important role. The most popular MCMC sampling algorithm for the hierarchical PDP and hierarchical Dirichlet Process is to conduct an incremental sampling based on the Chinese restaurant metaphor, which originates from the Chinese restaurant process (CRP). In this paper, with the same metaphor, we propose a new table representation for the hierarchical PDPs by introducing an auxiliary latent variable, called table indicator, to record which customer takes responsibility for starting a new table. In this way, the new representation allows full exchangeability that is an essential condition for a correct Gibbs sampling algorithm. Based on this representation, we develop a block Gibbs sampling algorithm, which can jointly sample the data item and its table contribution. We test this out on the hierarchical Dirichlet process variant of latent Dirichlet allocation (HDP-LDA) developed by Teh, Jordan, Beal and Blei. Experiment results show that the proposed algorithm outperforms their "posterior sampling by direct assignment" algorithm in both out-of-sample perplexity and convergence speed. The representation can be used with many other hierarchical PDP models.

    Subjects:
    Computing
    Keywords:
    Machine learning Artificial intelligence
    Resource Type:
    Presentation
     
    OER
  • Courseware 
    PubHlth 194A: Clinical and Translational Research Preparatory I

    PubHlth 194A: Clinical and Translational Research Preparatory I

    Provides training for students with an interest in clinical and translational research in the health care setting. Cultivates skills for study design, research literature review, ethics, responsible conduct of research, and cultural competence while emphasizing professionalism and personal responsibility.

    Subjects:
    Statistics and Research Methods
    Keywords:
    Clinical trials Medicine -- Research
    Resource Type:
    Courseware
     
  • Courseware 
    Foundations of Public Health: Pub Hlth 200

    Foundations of Public Health: Pub Hlth 200

    This course presents the overarching framework, principles, and core responsibilities of public health research and practice from a multidisciplinary perspective. The course also provides the necessary foundation for further studies toward advanced cross-cutting approaches essential for public health practice.

    Subjects:
    Public Health
    Keywords:
    Public health -- Research Public health Public health administration
    Resource Type:
    Courseware
     
  • e-book 
    Open Textbook Library (Business)

    Open Textbook Library (Business)

    Open Textbook Library provides free, peer-reviewed and openly-licensed textbooks.

    Keywords:
    English language -- Business English Project management Social responsibility of business Internet marketing Law
    Resource Type:
    e-book
     
  • Courseware 
    Advanced Studio on the Production of Space

    Advanced Studio on the Production of Space

    This class is developed around the concept of disobedient interference within the existing models of production of space and knowledge. Modeling is the main modus operandi of the class as students will be required to make critical diagrammatic cuts through processes of production in different thematic registers – from chemistry, law and economy to art, architecture and urbanism – in order to investigate the sense of social responsibility and control over the complex agendas embedded in models that supports production of everyday objects and surroundings. Students will be encouraged to explore relations between material or immaterial aspects and agencies of production, whether they emerged as a consequence of connection of mind, body and space, or the infrastructural, geographical and ecological complexities of the Anthropocene. These production environments will be taken as modeling settings.

    Keywords:
    Space (Architecture) Architecture -- Philosophy
    Resource Type:
    Courseware
     
  • Courseware 
    Ethical Practice: Leading through Professionalism, Social Responsibility, and System Design

    Ethical Practice: Leading through Professionalism, Social Responsibility, and System Design

    This course offers an introduction to ethics in business, with a focus on business management. Students explore theoretical concepts in business ethics, and cases representing the challenges they will likely face as managers. There is opportunity to work with guest faculty as well as business and other professional practitioners. Individual class sessions take the form of moderated discussion, with occasional short lectures from the instructor.

    Subjects:
    Business Ethics
    Keywords:
    Business ethics Social responsibility of business
    Resource Type:
    Courseware