© 2001 Franz J. Kurfess Introduction 1 CPE/CSC 580: Knowledge Management Dr. Franz J. Kurfess Computer Science Department Cal Poly.

© 2001 Franz J. Kurfess Introduction 1

CPE/CSC 580: Knowledge Management

CPE/CSC 580: Knowledge Management

Dr. Franz J. Kurfess

Computer Science Department

Cal Poly

© 2001 Franz J. Kurfess Introduction 2

Course OverviewCourse 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-TopicOverview 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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LogisticsLogistics

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-InBridge-In

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Pre-TestPre-Test

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MotivationMotivation

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ObjectivesObjectives

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Meta-Data OverviewMeta-Data Overview

Introduction to Metadata for Digital Resources Marilyn Deegan, Refugee Studies Centre, University of

Oxford

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Meta-Data and OAIMeta-Data and OAI

Open Archives Initiative (http://www.openarchives.org) forum to discuss and solve matters of interoperability

between preprint solutions, as a way to promote their global acceptance

Mission Statement The Open Archives Initiative develops and promotes

interoperability standards that aim to facilitate the efficient dissemination of content.

OAI overview diagram (Hussein Suleman) OAI Bucket Structure (Michael Nelson, NASA) OAI Repository (Carl Lagoze, Cornell Univ.)

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Museum Meta-Data ModelMuseum Meta-Data Model

John Perkins’ Overview Diagram

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Records and IdentifiersRecords and Identifiers

internal structure of OAI objects record (Carl Lagoze, Cornell Univ.) identifiers

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Harvesting of Meta-DataHarvesting of Meta-Data

collection of relevant (meta-)information from data providers meta-data harvesting overview (Herbert Van De Sompel

, Cornell Univ.) OAI harvesting tools (Lagoze) selective harvesting - datestamps (Lagoze)

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Reference [Dieng et al. 1999]Reference [Dieng et al. 1999]

[Dieng et al. 1999]

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Reference [Sommerville 01] Reference [Sommerville 01]

[Sommerville 01]

[Sommerville 01]

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Post-TestPost-Test

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ReferencesReferences [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 TermsImportant 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-TopicSummary Chapter-Topic

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