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CPE/CSC 581-S07 Usability and Knowledge Management

CPE/CSC 581-S07 Usability and Knowledge Management Schedule

The following table provides an outline for the course schedule. It lists the topic for a particular week, together with references to the respective entries in the reading list, and to the assignments with their due dates. Material will be made available as the course proceeds, so some links will be broken initially.

Due to the special circumstances this quarter combining aspects of CSC 486 and 581, the schedule below is tentative. In particular, the topics addressed and their sequence may undergo some changes.

Note: The table is generated via XML, and may not display properly on some browsers. You can also use the PDF version, but it may not follow hyperlinks, and is more likely to be out of date.

Week Date Topic Keywords Description Readings Speaker Topic Assignment Lab Activity Project Due Student Presentation Student Commentators 1 April 3 Introduction An overview of the course. Knowledge and humans: benefits, problems. Knowledge and computers: knowledge representation, reasoning. Dealing with large accumulations of knowledge: libraries, other repositories. Computer support for dealing with knowledge: storage, retrieval, evaluation, visualization. John Keller; Adam Gray Mars Sonification, NOAA Large Astronomical Data Sets; Ontological Mapping Assignment 1: KM Tools Team formation; brainstorming of ideas; previous team projects Name/Topic: Name/Topic: April 5 Identify potential topics ____________________ ____________________ 2 April 10 Knowledge Acquisition, Representation and Manipulation Basic principles and methods to enable computers to deal with knowledge: Transfer of knowledge from humans to computers, extraction of knowledge from data collections ("data mining"), representation of knowledge in computers (rules, frames, scripts, meta-data, RDF), generating new knowledge from existing knowledge (inference, reasoning). Presentation and Paper Select topic ____________________ ____________________ April 12 Milestone Week 2: Requirements, Testing and Evaluation Plan; teams established; project definition Paper topic proposal Brett Bojduj, Dennis Taylor: NN for OO for Function Approximation John Vu: Managing Image Metadata 3 April 17 Usability and Knowledge Computer support to make the utilization of knowledge easier and more effective for humans: Balance of conflicting requirements (e.g. levels of abstraction vs. access to specific details); selection of suitable knowledge organization and presentation methods. Assignment 2: KM Body of Knowledge Requirements definition, tentative schedule ____________________ April 19 Reviewer feedback to paper topic proposal Jason Anderson: Knowledge Discovery in Data Bases ____________________ 4 April 24 Knowledge Organization Establishing relations among knowledge items: explicit vs. implicit relations; special relations such as similarity, part-of, contains, ... Methods for organizing knowledge: hierarchies, categorization schemes, descriptors, ontologies, metadata, Semantic Web. Michael Miller Knowledge Management in Libraries Milestone Week 4: Prototype 1 (alpha) ____________________ ____________________ April 26 Ryan MacConnell, Ben Woskow: Human Factors in Scientific Visualization ____________________ 5 May 1 Knowledge Retrieval Finding and retrieving relevant knowledge items from large collections: Information retrieval, search engines, relevance ranking. Assignment 3: Knowledge Presentation and Visualization Scott Griffin, Clay Schenkel: Content Management System Drupal Steven Eberling, Jimmy Hua: Human Computation May 3 Christine Le: Mapster and Educational Software Usability Evaluation Caleb Troughton, Michael Cook: Microformats 6 May 8 Knowledge Presentation Presentation of identified relevant knowledge items to the human user: Text, graphics, animation; visualization techniques, alternative presentation methods (e.g. audio); Human-Computer Interface (HCI) and usability aspects. Hisham Assal, Shan Pan, Adam Gray Knowledge Management at CDM Milestone Week 6: Prototype 2 (beta) Educause Conference Educause Conference May 10 Ryan Guest: Localization of Software Harry Bui: Indexing Digital Media Alex Herold: Legal Data Knowledge Management 7 May 15 Knowledge Exchange Sharing knowledge between computers and humans: Knowledge exchange languages, internal representation of knowledge vs. sharing, levels of abstraction, details. Computer-computer vs. computer-human knowledge exchange. David Gillette Paper Reviews by Technical Writing Class Students Assignment 4: Knowledge Usability Evaluation Paper draft version Craig Maas, Justin Glaeser: Non-Textual Search Algorithms Jonathan Davis: Ontological Semantics May 17 Adam Gray IMT Usability Evaluation -- cancelled -- Dustin Anderson, Kate Razina: Data Mining Benjamin Koonce: DSpace Philip Choi, Huy Duong: Indexing Methods for Video Content with examples to Basketball Media 8 May 22 Knowledge Interaction Processes and methods that help humans utilize computer-based knowledge more effectively, especially in interactive sessions: Delphi method, process modeling, Semantic Web, RSS, Wiki. Milestone Week 8: Final Version Reviewer feedback to draft version Erik Kitson, Jeff LaBarge: Technology as Catalyst for Social Innovation Ryan Murphy: 3D Data Acquisition Using Hybrid Techniques (postponed) May 24 Nathan Schurr (Cal Poly Alumn, now at USC) PhD Thesis on Intelligent Agents Intimate Transactions Usability Evaluation : Andrew Tsui, Cory White: Machine Learning and Knowledge Management Keith Armstrong, David Gillette Intimate Transactions Usability Testing Ryan Reck: VE interaction techniques (postponed) 9 May 29 Constrained Access Dealing with knowledge under constrained access conditions, such as mobile devices, voice-only, limited attention, or disabilities. Peer evaluation of project final version Daniel Wang: Knowledge Representation and Human Understanding Neil Hayek: Retaining Knowledge from Software Projects Steven Eberling: Computer-Suppported Argumentation May 31 Final version paper Ngan Phan, Khang Duong: Usability Study of Common Social Bookmarking Systems Adam Dukovich: Usability of Design Patterns for Students: Approaches To Make Design Patterns Easier To Understand In The Classroom 10 June 5 Ethical and Social Dimensions of Knowledge Consequences on societies and individuals of access (or lack thereof) to knowledge; intellectual property and copyright issues; case studies and trends of computer-based knowledge management in different contexts: commercial, educational, informally organized (e.g. Web communities) Project Presentations, Final Documentation Reviewer feedback to paper final version Project Presentations Project Presentations June 7 Feedback and Evaluation forms Project Presentations Project Presentations June 8 CSC Poster Session CSC Poster Session
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