{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,24]],"date-time":"2025-03-24T07:50:25Z","timestamp":1742802625684},"reference-count":0,"publisher":"IGI Global","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,1]]},"abstract":"<jats:p>Designing and building a Data Warehouse (DW), and associated OLAP cubes, are long processes, during which decision-maker requirements play an important role. But decision-makers are not OLAP experts and can find it difficult to deal with the concepts behind DW and OLAP. To support DW design in this context, we propose: (i) a new rapid prototyping methodology, integrating two different DM algorithms, to define dimension hierarchies according to decision-maker knowledge; (ii) a complete UML Profile, to define a DW schema that integrates both the DM algorithms; (iii) a mapping process to transform multidimensional schemata according to the results of the DM algorithms; (iv) a tool implementing the proposed methodology; (v) a full validation, based on a real case study concerning bird biodiversity. In conclusion, we confirm the rapidity and efficacy of our methodology and tool in providing a multidimensional schema to satisfy decision-maker analytical needs.<\/jats:p>","DOI":"10.4018\/ijdwm.2017010101","type":"journal-article","created":{"date-parts":[[2016,12,21]],"date-time":"2016-12-21T15:26:39Z","timestamp":1482333999000},"page":"1-35","source":"Crossref","is-referenced-by-count":6,"title":["Multidimensional Model Design using Data Mining"],"prefix":"10.4018","volume":"13","author":[{"given":"Sandro","family":"Bimonte","sequence":"first","affiliation":[{"name":"IRSTEA, Clermont Ferrand, France"}]},{"given":"Lucile","family":"Sautot","sequence":"additional","affiliation":[{"name":"TETIS, AgroParisTech, Montpellier, France"}]},{"given":"Ludovic","family":"Journaux","sequence":"additional","affiliation":[{"name":"LE21, AgroSupDijon, Dijon, France"}]},{"given":"Bruno","family":"Faivre","sequence":"additional","affiliation":[{"name":"University of Burgundy Franche-Comt\u00e9, Dijon, France"}]}],"member":"2432","container-title":["International Journal of Data Warehousing and Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=173704","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,5]],"date-time":"2022-05-05T19:50:33Z","timestamp":1651780233000},"score":1,"resource":{"primary":{"URL":"http:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJDWM.2017010101"}},"subtitle":["A Rapid Prototyping Methodology"],"short-title":[],"issued":{"date-parts":[[2017,1]]},"references-count":0,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.4018\/ijdwm.2017010101","relation":{},"ISSN":["1548-3924","1548-3932"],"issn-type":[{"value":"1548-3924","type":"print"},{"value":"1548-3932","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,1]]}}}