{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,6,2]],"date-time":"2022-06-02T05:10:43Z","timestamp":1654146643054},"reference-count":15,"publisher":"IGI Global","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012,10,1]]},"abstract":"<p>OLAP (On-line Analytical Processing) technologies rely on multidimensional models to provide decision makers with appropriate structures allowing them to intuitively analyze data. However, these multidimensional models may be potentially large, thus becoming too complex to be understood at a glance. Current approaches for OLAP design are focused on providing analysts with a single multidimensional schema derived from their previously stated information requirements, but this is not sufficient to lighten the complexity of the decision making process. To overcome this drawback, the authors propose personalizing multidimensional models for OLAP technologies according to the continuously changing user characteristics, context, requirements and behavior. In this paper, they present a new approach for personalizing OLAP systems at the conceptual level based on the underlying multidimensional model, a user model and a set of personalization rules. Transformations are defined by means of a model-driven strategy to assist in the process of obtaining the corresponding personalized OLAP schemas from these models.<\/p>","DOI":"10.4018\/jdm.2012100101","type":"journal-article","created":{"date-parts":[[2013,5,3]],"date-time":"2013-05-03T20:26:18Z","timestamp":1367612778000},"page":"1-16","source":"Crossref","is-referenced-by-count":1,"title":["A Conceptual Modeling Personalization Framework for OLAP"],"prefix":"10.4018","volume":"23","author":[{"given":"Irene","family":"Garrig\u00f3s","sequence":"first","affiliation":[{"name":"School of Computer Science, University of Alicante, Alicante, Spain"}]},{"given":"Jes\u00fas","family":"Pardillo","sequence":"additional","affiliation":[{"name":"Ericsson R&D, Madrid, Spain"}]},{"given":"Jose-Norberto","family":"Maz\u00f3n","sequence":"additional","affiliation":[{"name":"Department of Software and Computing Systems, University of Alicante, Alicante, Spain"}]},{"given":"Jose","family":"Zubcoff","sequence":"additional","affiliation":[{"name":"Faculty of Science, University of Alicante, Alicante, Spain"}]},{"given":"Juan","family":"Trujillo","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Alicante, Alicante, Spain"}]},{"given":"Rafael","family":"Romero","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Alicante, Alicante, Spain"}]}],"member":"2432","reference":[{"key":"jdm.2012100101-0","first-page":"9","article-title":"A personalization framework for OLAP queries","author":"L.Bellatreche","year":"2005","journal-title":"Data warehousing and OLAP (DOLAP)"},{"key":"jdm.2012100101-1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2010.04.001"},{"key":"jdm.2012100101-2","doi-asserted-by":"crossref","unstructured":"Garrig\u00f3s, I., Pardillo, J., Maz\u00f3n, J., & Trujillo, J. (2009). A conceptual modeling approach for OLAP personalization. In ER\u201909: A. H. F. Laender, S. Castano, U. Dayal, F. Casati, J. P. M. de Oliveira (Eds.), Conceptual modeling (ER) (LNCS 5829, pp. 401\u2013414).","DOI":"10.1007\/978-3-642-04840-1_30"},{"key":"jdm.2012100101-3","first-page":"1365","article-title":"Personalized systems: Models and methods from an ir and db perspective","author":"Y.Ioannidis","year":"2005","journal-title":"Very large data bases (VLDB)"},{"key":"jdm.2012100101-4","doi-asserted-by":"publisher","DOI":"10.1109\/ICDIM.2008.4746714"},{"key":"jdm.2012100101-5","doi-asserted-by":"crossref","unstructured":"Kappel, G. Pr\u00f6ll, B., Retschitzegger, W., & Schwinger, W. (2001). Modelling ubiquitous web applications - The WUML approach. In Conceptual Modeling (ER) Workshops (pp. 183\u2013197).","DOI":"10.1007\/3-540-46140-X_15"},{"key":"jdm.2012100101-6","doi-asserted-by":"publisher","DOI":"10.1016\/j.datak.2005.11.004"},{"key":"jdm.2012100101-7","article-title":"Personalization of MDX Queries","author":"H.Mouloudi","year":"2006","journal-title":"Dominique Laurent"},{"key":"jdm.2012100101-8","unstructured":"Object Management Group. (2012). Catalog of OMG specifications. Retrieved from http:\/\/www.omg.org\/spec\/index.htm"},{"key":"jdm.2012100101-9","doi-asserted-by":"crossref","unstructured":"Pardillo, J., Maz\u00f3n, J.-N., & Trujillo, J. (2008). Model-driven metadata for OLAP cubes from the conceptual modelling of data warehouses. In DaWaK (pp. 13\u201322).","DOI":"10.1007\/978-3-540-85836-2_2"},{"key":"jdm.2012100101-10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2009.11.006"},{"key":"jdm.2012100101-11","doi-asserted-by":"crossref","unstructured":"Rizzi, S. (2007). OLAP preferences: A research agenda. In Proceedings of the 10th ACM international workshop on Data warehousing and OLAP (DOLAP \u201907) (pp. 99\u2013100). Lisbon, Portugal. ACM.","DOI":"10.1145\/1317331.1317350"},{"key":"jdm.2012100101-12","doi-asserted-by":"crossref","unstructured":"Rizzi, S., Abello, A., Lechtenborger, J., & Trujillo, J. (2006). Research in data warehouse modeling and design: dead or alive? In Proceedings of the 9th ACM international workshop on Data warehousing and OLAP (DOLAP \u201906) (pp. 3\u201310). New York, NY, USA. ACM.","DOI":"10.1145\/1183512.1183515"},{"key":"jdm.2012100101-13","doi-asserted-by":"crossref","unstructured":"Romero, O., & Abell\u00f3, A. (2007). On the need of a reference algebra for OLAP. In Song, I. Y., Eder, J., & Nguyen, T. M. (Eds.), International Conference on Data Warehousing and Knowledge Discovery (DaWaK) (pp. 99\u2013110). Springer.","DOI":"10.1007\/978-3-540-74553-2_10"},{"key":"jdm.2012100101-14","doi-asserted-by":"publisher","DOI":"10.1007\/11827252_12"}],"container-title":["Journal of Database Management"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=76664","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T18:27:21Z","timestamp":1654108041000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/jdm.2012100101"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2012,10,1]]},"references-count":15,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2012,10]]}},"URL":"https:\/\/doi.org\/10.4018\/jdm.2012100101","relation":{},"ISSN":["1063-8016","1533-8010"],"issn-type":[{"value":"1063-8016","type":"print"},{"value":"1533-8010","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,10,1]]}}}