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Authors: Edwige Fangseu Badjio and François Poulet

Affiliation: ESIEA Recherche, France

Keyword(s): HCI, visual data mining, software quality, utility, usability, acceptability, evaluation, GQM model

Related Ontology Subjects/Areas/Topics: Design Methodology and Cognitive Factors in Design ; Enterprise Information Systems ; Functional and Non-Functional Requirements ; HCI on Enterprise Information Systems ; Human-Computer Interaction ; User Needs

Abstract: The main purpose of this work is to integrate HCI (Human Computer Interaction) requirements in visual data mining tools engineering. We present the definition of metrics/measurements in order to improve the quality of those tools at all the steps or after the development process. On the basis of these metrics/measurements, we have derived a questionnaire for the evaluation of the utility, the usability and the acceptability of visual data mining environments. A case study enables us to concretely materialize the contribution of the measurements and also to detect and explain (design and usage) errors.

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Paper citation in several formats:
Fangseu Badjio, E. and Poulet, F. (2005). VISUAL DATA MINING TOOLS: QUALITY METRICS DEFINITION AND APPLICATION. In Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 5: ICEIS; ISBN 972-8865-19-8; ISSN 2184-4992, SciTePress, pages 98-103. DOI: 10.5220/0002547700980103

@conference{iceis05,
author={Edwige {Fangseu Badjio}. and Fran\c{C}ois Poulet.},
title={VISUAL DATA MINING TOOLS: QUALITY METRICS DEFINITION AND APPLICATION},
booktitle={Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 5: ICEIS},
year={2005},
pages={98-103},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002547700980103},
isbn={972-8865-19-8},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 5: ICEIS
TI - VISUAL DATA MINING TOOLS: QUALITY METRICS DEFINITION AND APPLICATION
SN - 972-8865-19-8
IS - 2184-4992
AU - Fangseu Badjio, E.
AU - Poulet, F.
PY - 2005
SP - 98
EP - 103
DO - 10.5220/0002547700980103
PB - SciTePress