Automating knowledge acquisition for expert systems:
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Boston u.a.
Kluwer
1988
|
| Series: | The Kluwer international series in engineering and computer science
57 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XVI, 270 S. graph. Darst. |
| ISBN: | 0898382866 |
Staff View
MARC
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| 245 | 1 | 0 | |a Automating knowledge acquisition for expert systems |c ed. by Sandra Marcus |
| 264 | 1 | |a Boston u.a. |b Kluwer |c 1988 | |
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Record in the Search Index
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|---|---|
| adam_text | AUTOMATING KNOWLEDGE
ACQUISITION FOR EXPERT SYSTEMS
edited by
Sandra Marcus
Boeing Computer Services
k4
KLUWER ACADEMIC PUBLISHERS
Boston/Dordrecht/London
Table of Contents
Contributing Authors xiii
Preface xv
1 Introduction, Sandra Marcus 1
2 MORE: From Observing Knowledge Engineers to 7
Automating Knowledge Acquisition, Gary Kahn
2 1 Introduction 7
211 Goals for MORE 7
212 MORE s Problem-Solving Strategy 8
2 13 An Overview 9
2 2 Strategies for Knowledge Acquisition 11
221 The Genesis of the Strategies 12
222 Summary 17
2 3 Knowledge Representation 17
23 1 The Event Model 17
23 2 An Example Representation 19
2 4 From Event Model to Rules 19
241 Generating Rules 20
242 Advice about Confidence Factors 23
2 5 Strategy Evocation and Implementation - Advice for Improving 25
the Knowledge Base
2 6 The Problem-Solver Revisited 27
2 7 Learning from MORE 29
271 MORE s Problems 30
272 Improving on MORE with TDE 31
2 73 User Interface 33
2 8 Conclusion 33
3 MOLE: A Knowledge-Acquisition Tool for Cover-and- 37
Differentiate Systems, Larry Eshelman
3 1 Introduction 37
3 2 MOLE S Problem-Solving Method and Knowledge Roles 39
321 The Cover-and-Differentiate Problem-Solving Method 39
322 Diagnosing Inefficiencies in a Power Plant 44
33 Acquiring the Knowledge Base 47
33 1 Acquiring the Initial Symptoms 49
33 2 Acquiring Covering Knowledge 50
333 Acquiring Differentiating Knowledge 54
3 4 Handling Uncertainty 61
3 5 Identifying Weaknesses in the Knowledge Base 66
351 Refining Covering Knowledge 66
352 Refining Differentiating Knowledge 70
3 6 MOLE s Scope 76
vi Automating Knowledge Acquisition for Expert Systems
3 7 Conclusion 79
4 SALT: A Knowledge-Acquisition Tool for Propose-and- 81
Revise Systems, Sandra Marcus
4 1 Introduction 81
4 2 Acquiring Relevant Knowledge Pieces 83
4 3 Analyzing How the Pieces Fit Together 89
43 1 General Completeness 91
43 2 Compilability 91
433 Convergence 98
4 4 Compiling the Knowledge Base 104
4 5 Explaining Problem-Solving Decisions 112
4 6 Evaluating Test Case Coverage 117
4 7 Understanding SALT S Scope 118
471 Acquiring Relevant Knowledge Pieces 119
472 Compiling the Knowledge Base 120
4 8 Conclusion 121
5 KNACK: Sample-Driven Knowledge Acquisition for 125
Reporting Systems, Georg Klinker
5 1 Introduction 125
5 2 The Presupposed Problem-Solving Method and Its Knowledge 130
Roles
5 3 Acquiring Knowledge 134
53 1 Acquiring the Sample Report 137
532 Acquiring the Domain Model 138
533 Generalizing the Sample Report 142
53 4 Demonstrating Understanding of the Sample Report 146
53 5 Defining, Generalizing, and Correcting Strategies 148
5 4 Analyzing the Knowledge Base 152
5 5 Rule Generation 156
5 6 Combining Problem-Solving Methods 160
561 The Combined Method 161
562 Acquiring Additional Knowledge 163
5 63 Generating Additional Rules 164
5 7 KNACK S Scope 165
571 KNACK Tasks 166
572 Some Performance Data 169
5 8 Conclusion 171
6 SIZZLE: A Knowledge-Acquisition Tool Specialized for 175
the Sizing Task, Daniel Offutt
6 1 Introduction 175
6 2 Problem-Solving Strategies for Sizing 180
621 Sizing Knowledge 181
Vll
622 Methods for Computer Sizing and Knowledge Acquisition 182
6 23 The Choice: Extrapolation from a Similar Case 185
6 3 Using SIZZLE 186
6 4 Knowledge Representation and Proceduralization 193
6 5 The Scope of the Knowledge-Acquisition Tool 196
6 6 Conclusion 198
7 RIME: Preliminary Work Toward a Knowledge- 201
Acquisition Tool, Judith Bachant
7 1 Introduction 201
72A Knowledge-Acquisition Tool for XCON? 202
721 Acquiring Knowledge 202
722 Generating an Application 204
7 23 Issues addressed by RIME 204
73 What is RIME? 204
73 1 Control 206
73 2 Focus of Attention 213
733 Organizational Structures 216
73 4 Programming Conventions 218
7 4 Scope of Applicability 222
7 5 Future Directions 223
8 Preliminary Steps Toward a Taxonomy of Problem- 225
Solving Methods, John McDermott
8 1 Introduction 225
82A Few Data Points 234
821 MOLE 234
822 YAKA 238
8 23 SALT 242
824 KNACK 245
825 SIZZLE 250
826 SEAR 252
8 3 Conclusions 254
References 257
Index 267
|
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| illustrated | Illustrated |
| indexdate | 2024-07-09T16:04:17Z |
| institution | BVB |
| isbn | 0898382866 |
| language | English |
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| physical | XVI, 270 S. graph. Darst. |
| publishDate | 1988 |
| publishDateSearch | 1988 |
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| series | The Kluwer international series in engineering and computer science |
| series2 | The Kluwer international series in engineering and computer science |
| spelling | Automating knowledge acquisition for expert systems ed. by Sandra Marcus Boston u.a. Kluwer 1988 XVI, 270 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier The Kluwer international series in engineering and computer science 57 Expertsystemen gtt Kennis gtt Probleemoplossing gtt Expert systems (Computer science) Knowledge acquisition (Expert systems) Wissenserwerb (DE-588)4241169-5 gnd rswk-swf Expertensystem (DE-588)4113491-6 gnd rswk-swf Wissenserwerb (DE-588)4241169-5 s Expertensystem (DE-588)4113491-6 s DE-604 Marcus, Sandra Sonstige oth The Kluwer international series in engineering and computer science 57 (DE-604)BV023545171 57 HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=002364670&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Automating knowledge acquisition for expert systems The Kluwer international series in engineering and computer science Expertsystemen gtt Kennis gtt Probleemoplossing gtt Expert systems (Computer science) Knowledge acquisition (Expert systems) Wissenserwerb (DE-588)4241169-5 gnd Expertensystem (DE-588)4113491-6 gnd |
| subject_GND | (DE-588)4241169-5 (DE-588)4113491-6 |
| title | Automating knowledge acquisition for expert systems |
| title_auth | Automating knowledge acquisition for expert systems |
| title_exact_search | Automating knowledge acquisition for expert systems |
| title_full | Automating knowledge acquisition for expert systems ed. by Sandra Marcus |
| title_fullStr | Automating knowledge acquisition for expert systems ed. by Sandra Marcus |
| title_full_unstemmed | Automating knowledge acquisition for expert systems ed. by Sandra Marcus |
| title_short | Automating knowledge acquisition for expert systems |
| title_sort | automating knowledge acquisition for expert systems |
| topic | Expertsystemen gtt Kennis gtt Probleemoplossing gtt Expert systems (Computer science) Knowledge acquisition (Expert systems) Wissenserwerb (DE-588)4241169-5 gnd Expertensystem (DE-588)4113491-6 gnd |
| topic_facet | Expertsystemen Kennis Probleemoplossing Expert systems (Computer science) Knowledge acquisition (Expert systems) Wissenserwerb Expertensystem |
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