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Reasoning Under Conflicts in Smart Environment

  • CNRS UMR 5157 SAMOVAR

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

Abstract

This paper addresses the problem of reasoning under conflicts within rule-based systems. Nowadays, using logical rules to infer knowledge, express restrictions and so on has shown a great interest in several domains which makes rule-based systems very popular. However, since rules may originate from heterogeneous sources and change over time, methods are required to maintain rules consistency by detecting and resolving the conflicts. The method we put forward in this work refines a form of non-monotonic reasoning called argumentation with new definitions. Through implementing and evaluating the framework to a smart home test-bed, the proposed framework dynamically detects and flexibly resolves conflicts. The result proves the efficiency and viability of our proposal.

Original languageEnglish
Title of host publicationNeural Information Processing - 24th International Conference, ICONIP 2017, Proceedings
EditorsDerong Liu, Shengli Xie, El-Sayed M. El-Alfy, Dongbin Zhao, Yuanqing Li
PublisherSpringer Verlag
Pages924-934
Number of pages11
ISBN (Print)9783319700892
DOIs
Publication statusPublished - 1 Jan 2017
Event24th International Conference on Neural Information Processing, ICONIP 2017 - Guangzhou, China
Duration: 14 Nov 201718 Nov 2017

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10636 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference24th International Conference on Neural Information Processing, ICONIP 2017
Country/TerritoryChina
CityGuangzhou
Period14/11/1718/11/17

Keywords

  • Argumentation theory
  • Conflict detection and resolution
  • Smart environment

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