Evaluating Explanations

preview-18
  • Evaluating Explanations Book Detail

  • Author : David B. Leake
  • Release Date : 2014-02-25
  • Publisher : Psychology Press
  • Genre : Psychology
  • Pages : 317
  • ISBN 13 : 1317782445
  • File Size : 23,23 MB

Evaluating Explanations by David B. Leake PDF Summary

Book Description: 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.

Disclaimer: www.yourbookbest.com does not own Evaluating Explanations books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Evaluating Explanations

Evaluating Explanations

File Size : 66,66 MB
Total View : 8624 Views
DOWNLOAD

Psychology and philosophy have long studied the nature and role of explanation. More recently, artificial intelligence research has developed promising theories

Goal-driven Learning

Goal-driven Learning

File Size : 80,80 MB
Total View : 8995 Views
DOWNLOAD

Brings together a diversity of research on goal-driven learning to establish a broad, interdisciplinary framework that describes the goal-driven learning proces

Case-based Reasoning

Case-based Reasoning

File Size : 79,79 MB
Total View : 8700 Views
DOWNLOAD

It also presents lessons learned about how to design CBR systems and how to apply them to real-world problems. The final chapters include a perspective on the s

Advances in Case-Based Reasoning

Advances in Case-Based Reasoning

File Size : 11,11 MB
Total View : 8778 Views
DOWNLOAD

This book constitutes the refereed proceedings of the 5th European Workshop on Case-Based Reasonning, EWCBR 2000, held in Trento, Italy in September 2000. The 4

Evaluating Explanations

Evaluating Explanations

File Size : 26,26 MB
Total View : 5223 Views
DOWNLOAD

Psychology and philosophy have long studied the nature and role of explanation. More recently, artificial intelligence research has developed promising theories