Knowledge Representation and Metaphor

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Springer Science & Business Media, 31 мар. 1991 г. - Всего страниц: 272
This series will include monographs and collections of studies devoted to the investigation and exploration of knowledge, information, and data processing systems of all kinds, no matter whether human, (other) animal, or machine. Its scope is intended to span the full range of interests from classical problems in the philosophy of mind and philosophical psychol ogy through issues in cognitive psychology and sociobiology (concerning the mental capabilities of other species) to ideas related to artificial intelligence and computer science. While primary emphasis will be placed upon theoretical, conceptual, and epistemological aspects of these problems and domains, empirical, experimental, and methodological studies will also appear from time to time. The problems posed by metaphor and analogy are among the most challenging that confront the field of knowledge representation. In this study, Eileen Way has drawn upon the combined resources of philosophy, psychology, and computer science in developing a systematic and illuminating theoretical framework for understanding metaphors and analogies. While her work provides solutions to difficult problems of knowledge representation, it goes much further by investigating some of the most important philosophical assumptions that prevail within artificial intelligence today. By exposing the limitations inherent in the assumption that languages are both literal and truth-functional, she has advanced our grasp of the nature of language itself. J.R.F.

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Содержание

THE LITERAL AND THE METAPHORIC
1
HISTORICAL ACCOUNTS OF METAPHOR
2
THE PERVASIVENESS OF METAPHOR
7
Metaphors Extend Our Conceptual Framework
8
TYPES OF FIGURATIVE SPEECH
9
ASPECTS OF METAPHOR
12
Identifying Metaphors
14
LITERAL LANGUAGE
16
Creation of Supertypes in Common
129
Interaction View Revisited
130
System of Commonplaces
131
Not Equivalent to Literal Paraphrases
132
Metaphor Filters
133
EXAMPLES
134
The Car is Thirsty
135
An Example from Science
140

Claims that All Language is Metaphoric
17
THE DYNAMIC TYPE HIERARCHY ACCOUNT OF LITERAL AND FIGURATIVE LANGUAGE
20
METHODOLOGICAL CONSIDERATIONS
23
NOTES
25
VIEWS OF METAPHOR
27
TERMINOLOGY
28
THEORIES OF METAPHOR
30
Problems with Emotive and Tension Views
31
The Substitution Approach
33
The Comparison Theory
34
Metaphor as Analogy
35
The Controversion Theory
41
The Anomaly Theory
42
Problems with the Controversion and Anomaly Views
43
The Interaction View
46
Some Implications of the Interaction View
48
Problems with the Interaction View
49
PSYCHOLOGICAL EVIDENCE
51
The TwoStage Theory
52
ReactionTime Studies
53
Studies Confirming the TwoStage Hypothesis
54
Refutations of the TwoStage Theory
55
The Truncation Hypothesis
56
Domain Interaction
57
NOTES
59
KNOWLEDGE REPRESENTATION
61
ISSUES IN KNOWLEDGE REPRESENTATION
65
Expressive Adequacy and Notational Efficacy
66
Semantics
67
Primitives
68
Semantic Primitives
69
Case Grammars
71
Knowledge Acquisition
72
MetaKnowledge
74
Reasoning Strategies
75
NonMonotonic Reasoning
76
The Frame Problem
78
LOGIC AND KNOWLEDGE REPRESENTATION
80
FirstOrder Logic
82
Representing Knowledge
83
Inference
88
Problems with Resolution Proofs
89
DIFFICULTIES WITH DEDUCTION
91
The Advantages of Being Scruffy
93
CONCLUSION
94
NOTES
95
REPRESENTATION SCHEMES AND CONCEPTUAL GRAPHS
96
SEMANTIC NETWORKS
97
Semantic Nets and Logic
100
CONCEPTUAL DEPENDENCY
101
FRAMES AND SCRIPTS
103
Frames and Logic
106
CONCEPTUAL GRAPH THEORY
107
Conceptual Graphs
108
Kinds of Referents
109
Conceptual Relations
110
Type Hierarchy
111
Role Types and Natural Types
112
Type Lattice
113
FORMATION RULES
114
GENERALIZATION AND SPECIALIZATION
116
SCHEMATA
117
DEFINING TYPES
118
FORMAL DEDUCTION
119
NOTES
120
THE DYNAMIC TYPE HIERARCHY THEORY OF METAPHOR
122
REQUIREMENTS FOR A THEORY OF METAPHOR
123
CONCEPTUAL GRAPHS FOR METAPHOR
124
THE DTH VIEW OF METAPHOR
125
Context Masks
126
CONCLUSION
146
NOTES
148
COMPUTATIONAL APPROACHES TO METAPHOR
150
PROBLEMS FROM THE COMPARISON VIEW
151
Attribute Inequality
152
The Asymmetry of Metaphor
153
The Problem of Feature Selection
154
Salience Imbalance
155
THE ANALOGY APPROACH TO METAPHOR
157
Analogy is More than Just Similarity of Form
159
Metaphors Generate Analogies
161
TOPDOWN APPROACH USING GENERAL METAPHORS
162
STRUCTURE MAPPING
164
DOMAIN INTERACTION
166
METAPHOR AND FUZZY SETS
169
CONCLUSION
171
NOTES
172
THE NATURE AND STRUCTURE OF SEMANTIC HIERARCHIES
174
HISTORICAL ACCOUNTS OF THE RELATION BETWEEN CONCEPTS
176
Frege
177
Quine
179
Artificial Intelligence
181
EXAMPLES OF WHY CLASS INCLUSION WONT WORK
187
THE DETERMTNATEDETERMINABLE RELATION
188
Why DeterminateDeterminable is not GenusSpecies
190
Searles Conditions
191
Inheritance
193
THE GLOBAL STRUCTURE OF TANGLED HIERARCHIES
195
CONCLUSION
197
NOTES
199
LANGUAGE GAMES OPEN TEXTURE AND FAMILY RESEMBLANCES
201
IDEAL LANGUAGE PHILOSOPHY
202
AnalyticSynthetic Distinction Necessary and Sufficient Conditions
203
Artificial Intelligence and Ideal Language
204
ORDINARY LANGUAGE PHILOSOPHY
205
Family Resemblance Theory
206
Criticisms of Natural Language Processing
207
Open Texture
209
Reply to Odell
210
Prototype Theory
211
Problems with Prototype Theory
212
Problems with Family Resemblance Theory
214
AN INTERPRETATION OF FAMILY RESEMBLANCE
215
DTH Family Resemblances and Open Texture
216
Tools and Eating Utensils
218
The Slab LanguageGame Revisited
219
Open Texture in Science
221
NOMINALISM AND REALISM
222
CONCLUSION
225
NOTES
228
PROGRAMMING THE DYNAMIC TYPE HIERARCHY
229
CGEN
230
The Data Structures
231
Concepts and Relations
232
Contexts
233
Lambda Abstractions
235
Lexicon
236
The Cgen Algorithm
237
Syntax Determines Join Starting Points
239
THE DYNAMIC TYPE HIERARCHY
240
Masking the Hierarchy
241
Creation of New Determinables in Common
244
Procedure for Interpreting Metaphors
246
Lambda Definitions
247
Adaptive Type Nodes
249
BIBLIOGRAPHY
251
AUTHOR INDEX
261
SUBJECT INDEX
265
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