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Authors: Francisco Correia 1 ; Rui Camacho 1 and João Correia Lopes 2

Affiliations: 1 Faculdade de Engenharia da Universidade do Porto, Portugal ; 2 INESC-Porto & Faculdade de Engenharia da Universidade do Porto, Portugal

Keyword(s): Collaborative Data Mining, Web Services.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Interactive and Online Data Mining ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Symbolic Systems

Abstract: Collaborative Data Mining (CDM) develops techniques to solve complex problems of data analysis requiring sets of experts in different domains that may be geographically separate. An important issue in CDM is the sharing of experience among the different experts. In this paper we report on a framework that enables users with different expertise to perform data analysis activities and profit, in a collaborative fashion, from expertise and results of other researchers. The collaborative process is supported by web services that seek for relevant knowledge available among the collaborative web sites. We have successfully designed and deployed a prototype for collaborative Data Mining in domains of Molecular Biology and Chemoinformatics.

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Paper citation in several formats:
Correia, F.; Camacho, R. and Lopes, J. (2010). AN ARCHITECTURE FOR COLLABORATIVE DATA MINING. In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2010) - KDIR; ISBN 978-989-8425-28-7; ISSN 2184-3228, SciTePress, pages 467-470. DOI: 10.5220/0003097504670470

@conference{kdir10,
author={Francisco Correia. and Rui Camacho. and João Correia Lopes.},
title={AN ARCHITECTURE FOR COLLABORATIVE DATA MINING},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2010) - KDIR},
year={2010},
pages={467-470},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003097504670470},
isbn={978-989-8425-28-7},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2010) - KDIR
TI - AN ARCHITECTURE FOR COLLABORATIVE DATA MINING
SN - 978-989-8425-28-7
IS - 2184-3228
AU - Correia, F.
AU - Camacho, R.
AU - Lopes, J.
PY - 2010
SP - 467
EP - 470
DO - 10.5220/0003097504670470
PB - SciTePress