Knowledge Discovery for Interactive Dialogue Management with Geoinformation Service

Stanislav Belyakov, Alexandr Bozhenyuk, Marina Belyakova, Sergey Zubkov

2018

Abstract

The problem of adaptation of the geoinformation service to the increasing amount of knowledge and modification of the spatial database structure is analyzed in this article. The necessity to take into account the factors of changes in information basis is considered by a visualization of searching procedure and by analyzing spatial data of the geoinformation service. The paper proposes a method for solving the problem, based on the principle of the evolution of technical systems. In this problem the evolutionary principle considers the continuous rules generation procedure by the geoinformation service containing knowledge of useful cartographic objects for visual analysis. The rules are considered as hypotheses that require collective confirmation from the clients of the service. Confirmation of any rule is a selection of useful knowledge for further implementation. Thus, the proposed mechanism provides a continuous adaptation to a changing information environment through the development and rule selection. The mechanism of generation is analyzed and the structure of rules is determined. The mechanism of collective confirmation of rules is considered as well.

Paper Citation

in Harvard Style

Belyakov S., Bozhenyuk A., Belyakova M. and Zubkov S. (2018). Knowledge Discovery for Interactive Dialogue Management with Geoinformation Service.In Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH, ISBN 978-989-758-323-0, pages 435-442. DOI: 10.5220/0006836504350442

in Bibtex Style

@conference{simultech18,
author={Stanislav Belyakov and Alexandr Bozhenyuk and Marina Belyakova and Sergey Zubkov},
title={Knowledge Discovery for Interactive Dialogue Management with Geoinformation Service},
booktitle={Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,},
year={2018},
pages={435-442},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006836504350442},
isbn={978-989-758-323-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,
TI - Knowledge Discovery for Interactive Dialogue Management with Geoinformation Service
SN - 978-989-758-323-0
AU - Belyakov S.
AU - Bozhenyuk A.
AU - Belyakova M.
AU - Zubkov S.
PY - 2018
SP - 435
EP - 442
DO - 10.5220/0006836504350442