CPE/CSC 580: Knowledge Management

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CPE/CSC 580 Knowledge Management

• Dr. Franz J. Kurfess
• Computer Science Department
• Cal Poly

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Course Overview

• Introduction
• Knowledge Processing
• Knowledge Acquisition, Representation and
  Manipulation
• Knowledge Organization
• Classification, Categorization
• Ontologies, Taxonomies, Thesauri
• Knowledge Retrieval
• Information Retrieval
• Knowledge Navigation
• Knowledge Presentation
• Knowledge Visualization

• Knowledge Exchange
• Knowledge Capture, Transfer, and Distribution
• Usage of Knowledge
• Access Patterns, User Feedback
• Knowledge Management Techniques
• Topic Maps, Agents
• Knowledge Management Tools
• Knowledge Management in Organizations

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Overview Chapter-Topic

• Motivation
• Objectives
• Evaluation Criteria
• Chapter Introduction
• Review of relevant concepts
• Overview new topics
• Terminology
• Topic 1
• Subtopic 1.1
• Subtopic 1.2

• Topic 2
• Subtopic 2.1
• Subtopic 2.2
• Topic 3
• Subtopic 3.1
• Subtopic 3.2
• Important Concepts and Terms
• Chapter Summary

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Logistics

• Introductions
• Course Materials
• textbook
• handouts
• Web page
• CourseInfo/Blackboard System and Alternatives
• Term Project
• Lab and Homework Assignments
• Exams
• Grading

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Bridge-In
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Pre-Test
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Motivation
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Objectives
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Evaluation Criteria
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Reference Dieng et al. 1999

• Dieng et al. 1999

Dieng et al. 1999
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Reference Sommerville 01

• Sommerville 01

Sommerville 01
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Post-Test
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Evaluation

• Criteria

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References

• Gil 2000 Yolanda Gil, Knowledge Mobility.
  Dagstuhl Workshop Semantics for the Web, March
  2000.
• NEEDS National Engineering Digital Library,
  www.needs.org
• Russell Norvig 1995 Stuart Russell and Peter
  Norvig, Artificial Intelligence - A Modern
  Approach. Prentice Hall, 1995.

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Important Concepts and Terms

• natural language processing
• neural network
• predicate logic
• propositional logic
• rational agent
• rationality
• Turing test

• agent
• automated reasoning
• belief network
• cognitive science
• computer science
• hidden Markov model
• intelligence
• knowledge representation
• linguistics
• Lisp
• logic
• machine learning
• microworlds

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Summary Chapter-Topic
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