Reasoning with Imperfect Context and Preference Information in Multi-Context Systems

Grigoris Antoniou, Antonis Bikakis, Constantinos Papatheodorou

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

2 Citations (Scopus)

Abstract

Multi-Context Systems (MCS) are logical formalizations of distributed context theories connected through a set of mapping rules, which enable information flow between different contexts. Recent studies have proposed adding non-monotonic features to MCS to handle problems such as incomplete, uncertain or ambiguous context information. In previous work, we proposed a non-monotonic extension to MCS and an argument-based reasoning model that enable handling cases of imperfect context information based on defeasible reasoning. To deal with ambiguities that may arise from the interaction of context theories through mappings, we used a preference relation, which is represented as a total ordering on the system contexts. Here, we extend this approach to additionally deal with incomplete preference information. To enable this, we replace total preference ordering with partial ordering, and modify our argumentation framework and the distributed algorithms that we previously proposed to meet the new requirements.

Original languageEnglish
Title of host publicationAdvances in Databases and Information Systems
Subtitle of host publication14th East European Conference, ADBIS 2010, Proceedings
EditorsBarbara Catania, Mirjana Ivanović, Bernhard Thalheim
PublisherSpringer-Verlag Berlin Heidelberg
Pages1-12
Number of pages12
Volume6295 LNCS
ISBN (Electronic)9783642155765
ISBN (Print)3642155758, 9783642155758
DOIs
Publication statusPublished - 9 Sep 2010
Externally publishedYes
Event14th East-European Conference on Advances in Databases and Information Systems - Novi Sad, Serbia
Duration: 20 Sep 201024 Sep 2010
Conference number: 14

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
PublisherSpringer-Verlag Berlin Heidelberg
Volume6295 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference14th East-European Conference on Advances in Databases and Information Systems
Abbreviated titleADBIS 2010
CountrySerbia
CityNovi Sad
Period20/09/1024/09/10

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