CURRENTLY SOLD OUT

Artificial Intelligence Ser.: Evaluating Explanations : A Content Theory by David B. Leake (1992, Hardcover)

About this product

Product Information

Psychology and philosophy have long studied the nature and role of explanation. More recently, artificial intelligence research has developed promising theories of how explanation facilitates learning and generalization. By using explanations to guide learning, explanation-based methods allow reliable learning of new concepts in complex situations, often from observing a single example. The author of this volume, however, argues that explanation-based learning research has neglected key issues in explanation construction and evaluation. By examining the issues in the context of a story understanding system that explains novel events in news stories, the author shows that the standard assumptions do not apply to complex real-world domains. An alternative theory is presented, one that demonstrates that context -- involving both explainer beliefs and goals -- is crucial in deciding an explanation's goodness and that a theory of the possible contexts can be used to determine which explanations are appropriate. This important view is demonstrated with examples of the performance of ACCEPTER, a computer system for story understanding, anomaly detection, and explanation evaluation.

Product Identifiers

Publisher
Taylor & Francis Group
ISBN-10
0805810641
ISBN-13
9780805810646
eBay Product ID (ePID)
491198

Product Key Features

Author
David B. Leake
Publication Name
Evaluating Explanations : a Content Theory
Format
Hardcover
Language
English
Publication Year
1992
Series
Artificial Intelligence Ser.
Type
Textbook
Number of Pages
274 Pages

Dimensions

Item Length
6in
Item Height
0.9in
Item Width
9in
Item Weight
17.6 Oz

Additional Product Features

Table of Content
Contents: Explanation and Understanding. Perspective on the Theory. Anomalies and Routine Understanding. Pattern-Based Anomaly Detection. Anomaly Characterization. A Vocabulary for Anomalies. Nonmotivational Anomaly Types. Evaluating Relevance and Plausibility. Focusing on Important Factors. Conclusions and Future Directions.
Copyright Date
1992
Target Audience
Scholarly & Professional
Topic
Intelligence (Ai) & Semantics, General, Cognitive Psychology & Cognition
Dewey Decimal
121.6
Dewey Edition
23
Illustrated
Yes
Genre
Computers, Psychology

Best Selling in Textbooks

See all

Current slide {CURRENT_SLIDE} of {TOTAL_SLIDES}- Best Selling in Textbooks

Desk Reference to the Diagnostic Criteria from DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)
5.0 out of 5 stars based on 7 product ratings
$12.18 New
$11.50 Used
Diagnostic and Statistical Manual of Mental Disorders DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)
4.6 out of 5 stars based on 15 product ratings
$35.70 New
$34.00 Used
Self Heal by Design : The Role of Micro-organisms for Health by Barbara O'Neill (2018, Trade Paperback)
5.0 out of 5 stars based on 14 product ratings
$29.99 New
---- Used
Leadership : Theory and Practice by Peter G. Northouse (2021, Trade Paperback, Revised edition)
5.0 out of 5 stars based on 1 product rating
$19.98 New
$10.00 Used
Research Design : Qualitative, Quantitative, and Mixed Methods Approaches by J. David Creswell and John W. Creswell (2022, Trade Paperback)
4.2 out of 5 stars based on 5 product ratings
$21.00 New
$18.00 Used
Diagnostic and Statistical Manual of Mental Disorders : DSM-5-TR by American Psychiatric Association (2022, Hardcover)
4.9 out of 5 stars based on 8 product ratings
$41.45 New
$38.99 Used
Designing Data-Intensive Applications : The Big Ideas Behind Reliable, Scalable, and Maintainable Systems by Martin Kleppmann (2017, Trade Paperback)
4.9 out of 5 stars based on 17 product ratings
$18.25 New
$15.86 Used

Save on Textbooks

Current slide {CURRENT_SLIDE} of {TOTAL_SLIDES}- Save on Textbooks

Diagnostic and Statistical Manual of Mental Disorders DSM-5-TR Brand new
$32.00
Trending at $42.75
Designing Data-Intensive Applications : The Big Ideas Behind Reliable Brand New
$15.00
Trending at $18.95
International Building Code IBC 2021, Paperback International Code Council
$55.00
Trending at $64.48
The Pragmatic Programmer 20th Anniversary Edition your Paperback
$22.87
Trending at $25.95
International Residential Code for One and Two-Family Dwellings 2021 free ship
$58.00
Trending at $70.98
National Electrical Code (NEC) NFPA 70 2020 Edition Spiral USA STOCK
$33.90
Trending at $36.40

Shop by category

Artificial Intelligence Ser.: Evaluating Explanations : A Content Theory by David B. Leake (1992, Hardcover)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Textbooks

Desk Reference to the Diagnostic Criteria from DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)

Diagnostic and Statistical Manual of Mental Disorders DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)

Self Heal by Design : The Role of Micro-organisms for Health by Barbara O'Neill (2018, Trade Paperback)

Leadership : Theory and Practice by Peter G. Northouse (2021, Trade Paperback, Revised edition)

Research Design : Qualitative, Quantitative, and Mixed Methods Approaches by J. David Creswell and John W. Creswell (2022, Trade Paperback)

Diagnostic and Statistical Manual of Mental Disorders : DSM-5-TR by American Psychiatric Association (2022, Hardcover)

Designing Data-Intensive Applications : The Big Ideas Behind Reliable, Scalable, and Maintainable Systems by Martin Kleppmann (2017, Trade Paperback)

Save on Textbooks

Diagnostic and Statistical Manual of Mental Disorders DSM-5-TR Brand new

Designing Data-Intensive Applications : The Big Ideas Behind Reliable Brand New

International Building Code IBC 2021, Paperback International Code Council

The Pragmatic Programmer 20th Anniversary Edition your Paperback

International Residential Code for One and Two-Family Dwellings 2021 free ship

National Electrical Code (NEC) NFPA 70 2020 Edition Spiral USA STOCK

You may also like

David Baldacci Hardcover Books

Game Theory Hardcover Nonfiction Books

David Sedaris Hardcovers Books

David Baldacci Hardcovers Books

David Walliams Hardcover Books

David Weber Fiction Hardcover Books