THE USE OF THE NATURAL LANGUAGE UNDERSTANDING AGENTS WITH CONCEPTUAL MODELS

Olegas Vasilecas, Algirdas Laukaitis

2006

Abstract

In this paper AI agents for natural language interfaces in data exploration domain are presented. The experiment done with the IBM natural language toolbox has shown that the black box approach in this case leads to misclassification. Unsatisfactory results of the experiment triggered the present research aimed at improving the user interface with the natural language modality at architectural and algorithm levels. We extended traditional natural language interfaces in data exploration domain in the following direction: the use of feedforward neural network as concepts indexes in the users natural language interfaces are suggested. All presented concepts are realized as the open source project JMining Dialog.

Paper Citation

in Harvard Style

Vasilecas O. and Laukaitis A. (2006). THE USE OF THE NATURAL LANGUAGE UNDERSTANDING AGENTS WITH CONCEPTUAL MODELS . In Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-972-8865-42-9, pages 308-311. DOI: 10.5220/0002446203080311

in Bibtex Style

@conference{iceis06,
author={Olegas Vasilecas and Algirdas Laukaitis},
title={THE USE OF THE NATURAL LANGUAGE UNDERSTANDING AGENTS WITH CONCEPTUAL MODELS},
booktitle={Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2006},
pages={308-311},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002446203080311},
isbn={978-972-8865-42-9},
}

in EndNote Style

TY - CONF
JO - Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - THE USE OF THE NATURAL LANGUAGE UNDERSTANDING AGENTS WITH CONCEPTUAL MODELS
SN - 978-972-8865-42-9
AU - Vasilecas O.
AU - Laukaitis A.
PY - 2006
SP - 308
EP - 311
DO - 10.5220/0002446203080311