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Knowledge processing

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孔子 无敌
孔子 无敌
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Knowledge Processing ,[object Object],[object Object],[object Object],Franz J. Kurfess
Acknowledgements Some of the material in these slides was developed for a lecture series sponsored by the European Community under the BPD program with Vilnius University as host institution
Use and Distribution of these Slides ,[object Object],Franz Kurfess: Knowledge Processing
Overview Knowledge Processing ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Bridge-In Franz Kurfess: Knowledge Processing
Pre-Test Franz Kurfess: Knowledge Processing
Motivation ,[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Objectives ,[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Chapter Introduction ,[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Relationship to KM Franz Kurfess: Knowledge Processing KP/AI KM ,[object Object],representation of knowledge in formats suitable for humans ,[object Object],essential reasoning performed by humans ,[object Object],support from computers ,[object Object],emphasis often on documents ,[object Object],larger granularity ,[object Object],mainly intended for human use
Knowledge Processes Human knowledge and networking Information databases and technical networking [Skyrme 1998] Franz Kurfess: Knowledge Processing Chaotic knowledge processes Systematic information and knowledge processes
Knowledge Cycles [Skyrme 1998] Franz Kurfess: Knowledge Processing Create Product/ Process Knowledge Repository Codify Embed Diffuse Identify Classify Access Use/Exploit Collect Organize/ Store Share/ Disseminate
Knowledge Representation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Types of Knowledge ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Factual Knowledge ,[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Subjective Knowledge ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Heuristic Knowledge ,[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Deep and Shallow Knowledge ,[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Other Types of Knowledge ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Roles of Knowledge Representation (KR) ,[object Object],[object Object],[object Object],[object Object],[object Object],[Davis, Shrobe, Szolovits, 1993] Franz Kurfess: Knowledge Processing
KR as Surrogate ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[Davis, Shrobe, Szolovits, 1993] Franz Kurfess: Knowledge Processing
Surrogate Aspects ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[Davis, Shrobe, Szolovits, 1993] Franz Kurfess: Knowledge Processing
Surrogate Consequences ,[object Object],[object Object],[object Object],[object Object],[Davis, Shrobe, Szolovits, 1993] Franz Kurfess: Knowledge Processing
Ontological Commitments ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[Davis, Shrobe, Szolovits, 1993] Franz Kurfess: Knowledge Processing
Ontological Commitments Examples ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[Davis, Shrobe, Szolovits, 1993] Franz Kurfess: Knowledge Processing
KR and Reasoning ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[Davis, Shrobe, Szolovits, 1993] Franz Kurfess: Knowledge Processing
KR for Reasoning ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[Davis, Shrobe, Szolovits, 1993] Franz Kurfess: Knowledge Processing
KR and Computation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[Davis, Shrobe, Szolovits, 1993] Franz Kurfess: Knowledge Processing
Computational Medium ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
KR for Human Expression ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[Davis, Shrobe, Szolovits, 1993] Franz Kurfess: Knowledge Processing
Knowledge Acquisition ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Acquisition of Knowledge ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Knowledge Elicitation ,[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Machine Learning ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Knowledge Fusion ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Knowledge Representation Mechanisms ,[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Logic ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
KR Roles and Logic ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Rules ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
KR Roles and Rules ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Semantic Networks ,[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
KR Roles and Semantic Nets ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Frames, Scripts ,[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
KR Roles and Frames ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Knowledge Manipulation ,[object Object],[object Object],Franz Kurfess: Knowledge Processing
Reasoning ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
KQML ,[object Object],[object Object],Franz Kurfess: Knowledge Processing
KQML Performatives ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
KQML Example 1 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],agent A (:sender) is querying the agent B (:receiver), in Prolog (:language) about the truth status of ``bar(a,b)'' (:content) Franz Kurfess: Knowledge Processing
KQML Example 2 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],agent A asks agent B to tell all it knows about motor1. B replys with a sequence of tells terminated with a sorry. Franz Kurfess: Knowledge Processing
Post-Test Franz Kurfess: Knowledge Processing
Evaluation ,[object Object],Franz Kurfess: Knowledge Processing
KP/KM Activity ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
KP/KM Activity Outcomes 2007 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Important Concepts and Terms ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Summary Knowledge Processing ,[object Object],[object Object],[object Object],[object Object],Franz Kurfess: Knowledge Processing
Franz Kurfess: Knowledge Processing

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Knowledge processing

  • 1.
  • 2. Acknowledgements Some of the material in these slides was developed for a lecture series sponsored by the European Community under the BPD program with Vilnius University as host institution
  • 3.
  • 4.
  • 5. Bridge-In Franz Kurfess: Knowledge Processing
  • 6. Pre-Test Franz Kurfess: Knowledge Processing
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  • 11. Knowledge Processes Human knowledge and networking Information databases and technical networking [Skyrme 1998] Franz Kurfess: Knowledge Processing Chaotic knowledge processes Systematic information and knowledge processes
  • 12. Knowledge Cycles [Skyrme 1998] Franz Kurfess: Knowledge Processing Create Product/ Process Knowledge Repository Codify Embed Diffuse Identify Classify Access Use/Exploit Collect Organize/ Store Share/ Disseminate
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  • 48.
  • 49.
  • 50.
  • 51. Post-Test Franz Kurfess: Knowledge Processing
  • 52.
  • 53.
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  • 55.
  • 56.