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Authors: Roxana Bersan ; Dimitrios Kampas and Christoph Schommer

Affiliation: University of Luxembourg, Luxembourg

ISBN: 978-989-8565-38-9

Keyword(s): Artificial Agents, Financial News, Document Polarity, Wisdom of Crowd, Self-organisation, Social Systems.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Auctions and Markets ; Distributed and Mobile Software Systems ; Enterprise Information Systems ; Group Decision Making ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Multi-Agent Systems ; Software Engineering ; Symbolic Systems

Abstract: This position paper raises the question on how we can keep an independent standpoint regarding the finding of a polarity in a news document. As we know, an usefulness and relevance of a text news may be seen differently by a group of evaluators. The differences are depending on their interests, their knowledge, and/or their ability to understand. Recent research in literature mostly follow a top-down approach, which is either a context-based solution or a dictionary-based approach. With respect to the perspective (standpoint) of an evaluator, we therefore come up with an alternative approach, which is bottom-up and which tends to overcome the power of a single evaluator. The idea is to introduce a collection of theme-related artificial agents (financial, economic, or political, . . . ), which are able to vote. A decision regarding the polarity of a financial news bases on the interplay of a social collection of agents (a swarm), which serve and assist the artificial agents while fulfi lling simple (linguistic, statistical) tasks. (More)

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Paper citation in several formats:
Bersan, R.; Kampas, D. and Schommer, C. (2013). A Prospect on How to Find the Polarity of a Financial News by Keeping an Objective Standpoint - Position Paper.In Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-8565-38-9, pages 172-177. DOI: 10.5220/0004191601720177

@conference{icaart13,
author={Roxana Bersan. and Dimitrios Kampas. and Christoph Schommer.},
title={A Prospect on How to Find the Polarity of a Financial News by Keeping an Objective Standpoint - Position Paper},
booktitle={Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2013},
pages={172-177},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004191601720177},
isbn={978-989-8565-38-9},
}

TY - CONF

JO - Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - A Prospect on How to Find the Polarity of a Financial News by Keeping an Objective Standpoint - Position Paper
SN - 978-989-8565-38-9
AU - Bersan, R.
AU - Kampas, D.
AU - Schommer, C.
PY - 2013
SP - 172
EP - 177
DO - 10.5220/0004191601720177

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