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Authors: Dima El Zein and Célia da Costa Pereira

Affiliation: Laboratoire i3s, Université Côte d’Azur, CNRS, UMR 7271, Sophia Antipolis, France

Keyword(s): Agent Based Framework, Knowledge Aware Filter, User Knowledge, Information Retrieval, BDI Agents.

Abstract: This paper proposes a novel use of Belief-Desire-Intention agents in Information Retrieval. We present a cognitive agent that builds its beliefs about the user’s knowledge during his/her interaction with the search system. The agent reasons about those beliefs and derives new ones using contextual rules. Those beliefs serve to personalise the search results accordingly. The framework is developed using an extended version of the Jason agent programming language; the choice of Jason’s extension to model the agents is justified by some of its advantageous features, in particular, the possibility to represent gradual beliefs. A running example will illustrate the presented work and highlight its added value.

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Paper citation in several formats:
El Zein, D. and Pereira, C. (2022). Jason Agents for Knowledge-aware Information Retrieval Filters. In Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-758-547-0; ISSN 2184-433X, SciTePress, pages 466-476. DOI: 10.5220/0010884900003116

@conference{icaart22,
author={Dima {El Zein}. and Célia da Costa Pereira.},
title={Jason Agents for Knowledge-aware Information Retrieval Filters},
booktitle={Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2022},
pages={466-476},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010884900003116},
isbn={978-989-758-547-0},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - Jason Agents for Knowledge-aware Information Retrieval Filters
SN - 978-989-758-547-0
IS - 2184-433X
AU - El Zein, D.
AU - Pereira, C.
PY - 2022
SP - 466
EP - 476
DO - 10.5220/0010884900003116
PB - SciTePress

- Science and Technology Publications, Lda.
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