Forgetting and knowledge update

Abhaya Nayak, Yin Chen, Fangzhen Lin

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionpeer-review

10 Citations (Scopus)

Abstract

Knowledge Update (respectively Erasure) and Forgetting are two very different concepts, with very different underlying motivation. Both are tools for knowledge management; however while the former is meant for accommodating new knowledge into a knowledge corpus, the latter is meant for modifying - in fact reducing the expressivity - of the underlying language. In this paper we show that there is an intimate connection between these two concepts: a particular form of knowledge update, namely the KM update using Dalal Distance, and literal forgetting are inter-definable. This connection is exploited to enhance both our understanding of update as well as forgetting in this paper.

Original languageEnglish
Title of host publicationAI 2006: Advances in Artificial Intelligence - 19th Australian Joint Conference on Artificial Intelligence, Proceedings
EditorsAbdul Sattar, Byeong-Ho Kang
Place of PublicationBerlin; New York
PublisherSpringer, Springer Nature
Pages131-140
Number of pages10
Volume4304 LNAI
ISBN (Electronic)9783540497882
ISBN (Print)9783540497875
DOIs
Publication statusPublished - 2006
Event19th Australian Joint Conference onArtificial Intelligence, AI 2006 - Hobart, TAS, Australia
Duration: 4 Dec 20068 Dec 2006

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume4304 LNAI
ISSN (Print)03029743
ISSN (Electronic)16113349

Other

Other19th Australian Joint Conference onArtificial Intelligence, AI 2006
CountryAustralia
CityHobart, TAS
Period4/12/068/12/06

Keywords

  • Dalal Distance
  • Forgetting
  • Knowledge Update

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