(Semi-)Automatic Analysis of Dialogues

Mare Koit

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Paper

(Semi-)Automatic Analysis of Dialogues

Topics: Intelligent User Interfaces; Natural Language Processing

In Proceedings of the 6th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, 445-452, 2014 , ESEO, Angers, Loire Valley, France

Author: Mare Koit

Affiliation: University of Tartu, Estonia

Keyword(s): Dialogue, Dialogue Act, Dialogue Structure, Communicative Strategy, Analysis, Software.

Related Ontology Subjects/Areas/Topics: Applications ; Artificial Intelligence ; Enterprise Information Systems ; Human-Computer Interaction ; Intelligent User Interfaces ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Natural Language Processing ; Pattern Recognition ; Symbolic Systems

Abstract: We study human-human and human-computer dialogues with the aim to determine which dialogue acts and communicative strategies do the participants of interaction use, and which structural parts does a dialogue include. We develop software that makes it possible to recognise and annotate the dialogue acts, the dialogue structure and the communicative strategies. In order to recognise dialogue acts, a data-driven method is implemented when determination of the dialogue structure and the strategies is based on rules. The software tool is used by linguists in dialogue studies which further aim is to develop a dialogue system that interacts with a user in natural language following norms and rules of human-human communication. The contribution of the paper consists of integration of the existing approaches within a common platform and adaptation to the Estonian language.

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Paper citation in several formats:

Koit, M. (2014). (Semi-)Automatic Analysis of Dialogues. In Proceedings of the 6th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-758-015-4; ISSN 2184-433X, SciTePress, pages 445-452. DOI: 10.5220/0004818104450452

@conference{icaart14,
author={Mare Koit.},
title={(Semi-)Automatic Analysis of Dialogues},
booktitle={Proceedings of the 6th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2014},
pages={445-452},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004818104450452},
isbn={978-989-758-015-4},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - (Semi-)Automatic Analysis of Dialogues
SN - 978-989-758-015-4
IS - 2184-433X
AU - Koit, M.
PY - 2014
SP - 445
EP - 452
DO - 10.5220/0004818104450452
PB - SciTePress