{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,18]],"date-time":"2026-02-18T00:13:16Z","timestamp":1771373596724,"version":"3.50.1"},"reference-count":0,"publisher":"IGI Global","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,4,1]]},"abstract":"<p>Today the enterprise resource planning (ERP) became a tool that enables uniform and consistent management of information system (IS) of the company with a large single database. In addition, Data Mining is a technology whose purpose is to promote information and knowledge extraction from a large database. In this paper, an agent-based multi-layered approach for data mining based k-Means through the ERP to extract hidden knowledge in the ERP database is proposed. To achieve this, the authors call the paradigm of multi-agent system to distribute the complexity of several autonomous entities called agents, whose goal is to group records or observations on similar objects classes using the k-means technique that is dedicated the task of clustering. This will help business decision-makers to take good decisions and provide a very good response time by the use of multi-agent system. To implement the proposed architecture, it is more convenient to use the JADE platform while providing a complete set of services and agents comply with the specifications FIPA.<\/p>","DOI":"10.4018\/ijdsst.2015040101","type":"journal-article","created":{"date-parts":[[2015,7,7]],"date-time":"2015-07-07T19:20:53Z","timestamp":1436296853000},"page":"1-14","source":"Crossref","is-referenced-by-count":5,"title":["Multi-Agents Approach for Data Mining Based k-Means for Improving the Decision Process in the ERP Systems"],"prefix":"10.4018","volume":"7","author":[{"given":"Nadjib","family":"Mesbahi","sequence":"first","affiliation":[{"name":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0522-4954","authenticated-orcid":true,"given":"Okba","family":"Kazar","sequence":"additional","affiliation":[{"name":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria"}]},{"given":"Saber","family":"Benharzallah","sequence":"additional","affiliation":[{"name":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria"}]},{"given":"Merouane","family":"Zoubeidi","sequence":"additional","affiliation":[{"name":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria"}]},{"given":"Samir","family":"Bourekkache","sequence":"additional","affiliation":[{"name":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria"}]}],"member":"2432","container-title":["International Journal of Decision Support System Technology"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=133208","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T18:06:18Z","timestamp":1654106778000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJDSST.2015040101"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2015,4,1]]},"references-count":0,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2015,4]]}},"URL":"https:\/\/doi.org\/10.4018\/ijdsst.2015040101","relation":{},"ISSN":["1941-6296","1941-630X"],"issn-type":[{"value":"1941-6296","type":"print"},{"value":"1941-630X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,4,1]]}}}