HCC Education Digital Library Taxonomy: Predictive Modeling

53
Introduction / General
- 13
  HCI History
- 2
  HCI Careers
34
Human Capabilities
- 6
  Sensing and Perception
- 6
  Memory and Learning
- 3
  Motor Capabilities
- 17
  Cognitive Models and Frameworks
  - 0
    Distributed Cognition
  - 0
    Activity Theory
  - 0
    Situated Action Theory
  - 4
    Model Human Processor
33
Requirements Gathering and Task Analysis
- 14
  Data Gathering Methods
  - 5
    Interviews
  - 2
    Observation
  - 0
    Contextual Inquiry
  - 2
    Questionnaires and Surveys
  - 1
    Focus Groups
  - 1
    Documentation Analysis
  - 1
    Experience Sampling
  - 0
    Think Aloud
- 8
  Requirements and Task Analysis Representations
34
Prototyping the User Interface
91
Evaluation Methods
- 3
  Research Ethics
- 0
  Data Recording Methods
- 37
  Expert Evaluation Techniques
  - 3
    Cognitive Walkthrough
  - 13
    Heuristic Evaluation
  - 20
    Predictive Modeling
- 35
  User-Based Evaluation
  - 19
    Qualitative / Naturalistic Evaluation
    - 4
      Interviews
    - 3
      Observation
    - 0
      Contextual Inquiry
    - 1
      Questionnaires and Surveys
    - 1
      Focus Groups
    - 1
      Documentation Analysis
    - 1
      Experience Sampling
    - 0
      Think Aloud
    - 2
      Data Analysis Methods
  - 11
    Empirical / Experimental Evaluation
    - 6
      Study Design
    - 2
      Statistics
94
HCI Design
- 11
  Design Principles
- 4
  Design Theory
- 10
  Design Considerations
- 23
  Graphic Design
- 3
  Design of Help and Documentation
- 8
  Designing for Error
- 5
  Design for the Web
- 1
  Design Representations
- 1
  Universal Design
81
User Interface Software, Tools and Devices
- 10
  Software Architectures
- 22
  Toolkits and Development Environments
- 0
  UI Devices and Tasks
  - 0
    Pointing and Selection
  - 0
    Text Entry
  - 0
    3-D
- 30
  UI Techniques and Paradigms
165
HCC Topics and Applications

Data Filters

All	Lectures	Assessment Materials	Multimedia	Custom
Syllabus Lecture Web Lecture Video Homework Test/Exam Class Activity Tool Article Reference

Predictive Modeling

Type	Title	Author	Institution	Date
Lecture	A Survey of Cognitive Architectures See also Cognitive Modeling for UI Design Syllabus	David Kieras	University of Michigan	2005-04-09
Lecture	Action Analysis and Automated Evaluation	James Landay	University of Washington	2002-04-15
Reference Material	Bibliography of Fitts' Law Research	Scott MacKenzie	York University	2002-06-25
Syllabus	Cognitive Modeling for UI Design	David Kieras Bonnie John	University of Michigan Carnegie Mellon University	2005-03-10
Class Activity	Decomposing Swapping in Microsoft Word See also Theories and Practice of Design for Information Systems Syllabus	Dave Hendry Batya Friedman	University of Washington University of Washington	2005-06-21
Homework	Design as Composition and Pattern Making See also Theories and Practice of Design for Information Systems Syllabus	Dave Hendry Batya Friedman	University of Washington University of Washington	2005-06-21
Homework	Design as Hierarchical Decomposition See also Theories and Practice of Design for Information Systems Syllabus	Dave Hendry Batya Friedman	University of Washington University of Washington	2005-06-21
Lecture	GOMS Models as Simplified Cognitive Architectures See also Cognitive Modeling for UI Design Syllabus	David Kieras	University of Michigan	2005-04-09
Lecture	High-level Models of Human-Computer Behavior	Saul Greenberg	University of Calgary	2004-08-25
Web Lecture	Human Abilities (3/3) - Performance Models See also User Interface Design Syllabus, User Interface Design Syllabus	Jim Foley Jim Foley	Georgia Institute of Technology Georgia Institute of Technology	2004-05-25
Lecture	Making simple models easy: A new tool for Keystroke-Level Models See also Cognitive Modeling for UI Design Syllabus	Bonnie John	Carnegie Mellon University	2005-04-09
Lecture	Model-based Evaluation of User Interfaces See also Cognitive Modeling for UI Design Syllabus	David Kieras	University of Michigan	2005-04-09
Lecture	Practical Issues in Cognitive Modeling for UI Design See also Cognitive Modeling for UI Design Syllabus	David Kieras	University of Michigan	2005-04-09
Lecture	Predictive Models	Marti Hearst	University of California - Berkeley	2004-08-19
Audio Lecture	Seminar on Cognitive Modeling for UI Design (1/3) See also Cognitive Modeling for UI Design Syllabus	David Kieras	University of Michigan	2005-04-09
Audio Lecture	Seminar on Cognitive Modeling for UI Design (2/3) See also Cognitive Modeling for UI Design Syllabus	David Kieras	University of Michigan	2005-04-09
Audio Lecture	Seminar on Cognitive Modeling for UI Design (3/3) See also Cognitive Modeling for UI Design Syllabus	Bonnie John David Kieras	Carnegie Mellon University University of Michigan	2005-04-09
Tool	The CogTool Project		Carnegie Mellon University	2005-10-17
Lecture	User Testing	Joe Konstan	University of Minnesota	2005-05-11
Tool	Web-based Fitts' Law Test		University of California - Berkeley	2002-06-25

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