{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T16:29:28Z","timestamp":1759336168211,"version":"3.41.0"},"reference-count":29,"publisher":"Association for Computing Machinery (ACM)","issue":"3","license":[{"start":{"date-parts":[[2006,8,1]],"date-time":"2006-08-01T00:00:00Z","timestamp":1154390400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Trans. Multimedia Comput. Commun. Appl."],"published-print":{"date-parts":[[2006,8]]},"abstract":"<jats:p>Data warehouses are dedicated to collecting heterogeneous and distributed data in order to perform decision analysis. Based on multidimensional model, OLAP commercial environments such as they are currently designed in traditional applications are used to provide means for the analysis of facts that are depicted by numeric data (e.g., sales depicted by amount or quantity sold). However, in numerous fields, like in medical or bioinformatics, multimedia data are used as valuable information in the decisional process. One of the problems when integrating multimedia data as facts in a multidimensional model is to deal with dimensions built on descriptors that can be obtained by various computation modes on raw multimedia data. Taking into account these computation modes makes possible the characterization of the data by various points of view depending on the user's profile, his best-practices, his level of expertise, and so on. We propose a new multidimensional model that integrates functional dimension versions allowing the descriptors of the multidimensional data to be computed by different functions. With this approach, the user is able to obtain and choose multiple points of view on the data he analyses. This model is used to develop an OLAP application for navigation into a hypercube integrating various functional dimension versions for the calculus of descriptors in a medical use case.<\/jats:p>","DOI":"10.1145\/1152149.1152152","type":"journal-article","created":{"date-parts":[[2006,10,18]],"date-time":"2006-10-18T18:11:32Z","timestamp":1161195092000},"page":"199-218","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["Handling multiple points of view in a multimedia data warehouse"],"prefix":"10.1145","volume":"2","author":[{"given":"Anne-Muriel","family":"Arigon","sequence":"first","affiliation":[{"name":"Laboratoire de Biom\u00e9trie et Biologie Evolutive, LBBE UMR CNRS 5558, UCBL, Villeurbanne Cedex, France"}]},{"given":"Anne","family":"Tchounikine","sequence":"additional","affiliation":[{"name":"Laboratoire d'InfoRmatique en Images et Syst\u00e8mes d'information, LIRIS UMR CNRS 5205 INSA, Villeurbanne Cedex, France"}]},{"given":"Maryvonne","family":"Miquel","sequence":"additional","affiliation":[{"name":"Laboratoire d'InfoRmatique en Images et Syst\u00e8mes d'information, LIRIS UMR CNRS 5205 INSA, Villeurbanne Cedex, France"}]}],"member":"320","published-online":{"date-parts":[[2006,8]]},"reference":[{"unstructured":"Agrawal R. Gupta A. and Sarawagi S. 1995. Modeling Multidimensional Databases. IBM Research Report IBM Almaden Research Center September p. 25.]]  Agrawal R. Gupta A. and Sarawagi S. 1995. Modeling Multidimensional Databases. IBM Research Report IBM Almaden Research Center September p. 25.]]","key":"e_1_2_1_1_1"},{"key":"e_1_2_1_2_1","volume-title":"Proceedings of 6th Doctoral Consortium","author":"Blaschka M.","year":"1999","unstructured":"Blaschka , M. 1999 . FIESTA: A framework for schema evolution in multidimensional information systems . In Proceedings of 6th Doctoral Consortium . Heidelberg, Germany, June.]] Blaschka, M. 1999. FIESTA: A framework for schema evolution in multidimensional information systems. In Proceedings of 6th Doctoral Consortium. Heidelberg, Germany, June.]]"},{"unstructured":"Blaschka M. Sapia C. and \n      Hofling G\n  . \n  1999\n  . On schema wvolution in multidimensional databases. In Proceedings of Data Warehousing and Knowledge Discovery First International Conference. Florence Italy August 30--September 1 1999 Lecture Notes in Computer Science 1676\n  Springer ISBN\n   3-540-66458-0.]]   Blaschka M. Sapia C. and Hofling G. 1999. On schema wvolution in multidimensional databases. In Proceedings of Data Warehousing and Knowledge Discovery First International Conference. Florence Italy August 30--September 1 1999 Lecture Notes in Computer Science 1676 Springer ISBN 3-540-66458-0.]]","key":"e_1_2_1_3_1"},{"key":"e_1_2_1_4_1","first-page":"27","volume-title":"Proceedings of the 3rd International Baltic Workshop on DB and IS","author":"Bliujute R.","unstructured":"Bliujute , R. , Saltenis , S. , Slivinskas , G. , and Jensen , C. S . 1998. Systematic change managment in dimensional data warehousing . In Proceedings of the 3rd International Baltic Workshop on DB and IS , pp. 27 -- 41 .]] Bliujute, R., Saltenis, S., Slivinskas, G., and Jensen, C. S. 1998. Systematic change managment in dimensional data warehousing. In Proceedings of the 3rd International Baltic Workshop on DB and IS, pp. 27--41.]]"},{"key":"e_1_2_1_5_1","volume-title":"Proceedings of Data Warehousing and Knowledge Discovery, First International Conference","author":"Chamoni P.","year":"1999","unstructured":"Chamoni , P. and Stock , S . 1999. Temporal structures in data warehousing . In Proceedings of Data Warehousing and Knowledge Discovery, First International Conference , Florence, Italy, August 30-- September 1, 1999 .]] Chamoni, P. and Stock, S. 1999. Temporal structures in data warehousing. In Proceedings of Data Warehousing and Knowledge Discovery, First International Conference, Florence, Italy, August 30--September 1, 1999.]]"},{"key":"e_1_2_1_6_1","volume-title":"Proceedings of the 19th International Conference on Data Engineering, March 5--8","author":"Body M.","year":"2003","unstructured":"Body , M. , Miquel , M. , Bedard , Y. , and Tchounikine , A . 2003. Handling Evolutions in Multidimensional structures . In Proceedings of the 19th International Conference on Data Engineering, March 5--8 , 2003 , Bangalore, India, IEEE Computer Society. ISBN 0-7803-7665-X.]] Body, M., Miquel, M., Bedard, Y., and Tchounikine, A. 2003. Handling Evolutions in Multidimensional structures. In Proceedings of the 19th International Conference on Data Engineering, March 5--8, 2003, Bangalore, India, IEEE Computer Society. ISBN 0-7803-7665-X.]]"},{"unstructured":"Cabibbo L.\n     and \n      Torlone R\n  . \n  1998\n  . A logical approach to multidimensional databases. In Proceedings of Advances in Database Technology---EDBT 6th International Conference on Extending Database Technology. Valencia Spain March 23--27 1998 Lecture Notes in Computer Science 1377\n  Springer ISBN\n   3-540-64264-1.]]   Cabibbo L. and Torlone R. 1998. A logical approach to multidimensional databases. In Proceedings of Advances in Database Technology---EDBT 6th International Conference on Extending Database Technology. Valencia Spain March 23--27 1998 Lecture Notes in Computer Science 1377 Springer ISBN 3-540-64264-1.]]","key":"e_1_2_1_7_1"},{"doi-asserted-by":"crossref","unstructured":"Chaudhuri S. and Dayal U. 1997. An overview of data warehousing and olap technology. SIGMOD Record 26 1 (Mar.) 65--74.]] 10.1145\/248603.248616   Chaudhuri S. and Dayal U. 1997. An overview of data warehousing and olap technology. SIGMOD Record 26 1 (Mar.) 65--74.]] 10.1145\/248603.248616","key":"e_1_2_1_8_1","DOI":"10.1145\/248603.248616"},{"key":"e_1_2_1_9_1","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1016\/S0008-6363(01)00263-2","article-title":"Noninvasive testing of acquired long QT syndrome: Evidence for multiple arrhythmogenic substrates","volume":"50","author":"Chevalier P.","year":"2001","unstructured":"Chevalier , P. , Rodriguez , C. , Bontemps , L. , Miquel , M. , Kirkorian , G. , Rousson , R. , Potet , F. , Schott , J. J. , Bano , I. , and Touboul , P. 2001 . Noninvasive testing of acquired long QT syndrome: Evidence for multiple arrhythmogenic substrates . Cardiovascular Research. 50 , 2 (May). 386--398.]] Chevalier, P., Rodriguez, C., Bontemps, L., Miquel, M., Kirkorian, G., Rousson, R., Potet, F., Schott, J. J., Bano, I., and Touboul, P. 2001. Noninvasive testing of acquired long QT syndrome: Evidence for multiple arrhythmogenic substrates. Cardiovascular Research. 50, 2 (May). 386--398.]]","journal-title":"Cardiovascular Research."},{"unstructured":"Eder J.\n     and \n      Koncilia C\n  . \n  2001\n  . Evolution of dimension data in temporal data warehouses. In Proceedings of the Data Warehousing and Knowledge Discovery Third International Conference Munich Germany September 5--7 2001 Lecture Notes in Computer Science 2114\n  Springer ISBN 3-540-42553.]]   Eder J. and Koncilia C. 2001. Evolution of dimension data in temporal data warehouses. In Proceedings of the Data Warehousing and Knowledge Discovery Third International Conference Munich Germany September 5--7 2001 Lecture Notes in Computer Science 2114 Springer ISBN 3-540-42553.]]","key":"e_1_2_1_10_1"},{"doi-asserted-by":"crossref","unstructured":"Golfarelli M. Lechtenb&orgeruml; J. Rizzi S. and Vossen G. 2004. Schema versioning in data warehouses. ER (Workshops) 415--428.]]  Golfarelli M. Lechtenb&orgeruml; J. Rizzi S. and Vossen G. 2004. Schema versioning in data warehouses. ER (Workshops) 415--428.]]","key":"e_1_2_1_11_1","DOI":"10.1007\/978-3-540-30466-1_38"},{"key":"e_1_2_1_12_1","volume-title":"Proceedings of the 23rd International Conference on Very Large Data Bases. Athens, Greece August 25--29","author":"Gyssens M.","year":"1997","unstructured":"Gyssens M. and Lakshmanan , L. V. S. 1997. A Foundation for Multi-Dimensional Databases . In Proceedings of the 23rd International Conference on Very Large Data Bases. Athens, Greece August 25--29 , 1997 , Morgan Kaufmann, ISBN 1-55860-470-7.]] Gyssens M. and Lakshmanan, L. V. S. 1997. A Foundation for Multi-Dimensional Databases. In Proceedings of the 23rd International Conference on Very Large Data Bases. Athens, Greece August 25--29, 1997, Morgan Kaufmann, ISBN 1-55860-470-7.]]"},{"unstructured":"Han J. and Kamber M. 2001. Data mining concepts and techniques. Morgan Kaufmann.]]   Han J. and Kamber M. 2001. Data mining concepts and techniques. Morgan Kaufmann.]]","key":"e_1_2_1_13_1"},{"key":"e_1_2_1_14_1","first-page":"205","volume-title":"Proceedings of the ACM SIGMOD Conference of Management of Data.","author":"Harinarayan V.","year":"1996","unstructured":"Harinarayan , V. , Rajaraman , A. , and Ullman , J. D . 1996. Implementing data cubes efficiently . In Proceedings of the ACM SIGMOD Conference of Management of Data. pp. 205 -- 216 , Montreal, Quebec , June 1996 .]] 10.1145\/233269.233333 Harinarayan, V., Rajaraman, A., and Ullman, J. D. 1996. Implementing data cubes efficiently. In Proceedings of the ACM SIGMOD Conference of Management of Data. pp. 205--216, Montreal, Quebec, June 1996.]] 10.1145\/233269.233333"},{"key":"e_1_2_1_15_1","volume-title":"Proceedings of the 15th International Conference on Data Engineering","author":"Hurtado C.","year":"1999","unstructured":"Hurtado , C. , Mendelzon , A. O. , and Vaisman , A . 1999a. Maintaining data cubes under dimension updates . In Proceedings of the 15th International Conference on Data Engineering . Sydney, Australia, 23- -26 March 1999 , IEEE Computer Society Press.]] Hurtado, C., Mendelzon, A. O., and Vaisman, A. 1999a. Maintaining data cubes under dimension updates. In Proceedings of the 15th International Conference on Data Engineering. Sydney, Australia, 23--26 March 1999, IEEE Computer Society Press.]]"},{"key":"e_1_2_1_16_1","volume-title":"Proceedings of the ACM Second International Workshop on Data Warehousing and OLAP, ACM","author":"Hurtado C.","year":"1999","unstructured":"Hurtado , C. , Mendelzon , A. O. , and Vaisman , A . 1999b. Updating OLAP dimensions . In Proceedings of the ACM Second International Workshop on Data Warehousing and OLAP, ACM . Kansas City, Missouri, USA , November 6, 1999 .]] 10.1145\/319757.319791 Hurtado, C., Mendelzon, A. O., and Vaisman, A. 1999b. Updating OLAP dimensions. In Proceedings of the ACM Second International Workshop on Data Warehousing and OLAP, ACM. Kansas City, Missouri, USA, November 6, 1999.]] 10.1145\/319757.319791"},{"key":"e_1_2_1_17_1","volume-title":"Building the Data Warehouse","author":"Inmon W. H.","unstructured":"Inmon , W. H. 1996. Building the Data Warehouse . 3 rd Edition, Wiley and Sons .]] Inmon, W. H. 1996. Building the Data Warehouse. 3rd Edition, Wiley and Sons.]]","edition":"3"},{"key":"e_1_2_1_18_1","volume-title":"Proceedings of the International Database Engineering and Application Symposium (IDEAS)","author":"Kamp V.","year":"1997","unstructured":"Kamp , V. and Wietek , F . 1997. Database system for multidimensional data analysis . In Proceedings of the International Database Engineering and Application Symposium (IDEAS) . Concordia University, Montreal, Candada, August 25--27 , 1997 .]] Kamp, V. and Wietek, F. 1997. Database system for multidimensional data analysis. In Proceedings of the International Database Engineering and Application Symposium (IDEAS). Concordia University, Montreal, Candada, August 25--27, 1997.]]"},{"volume-title":"The Data Warehouse Toolkit","author":"Kimball R.","unstructured":"Kimball , R. 1996. The Data Warehouse Toolkit . J. Wiley and Sons, Inc. ]] Kimball, R. 1996. The Data Warehouse Toolkit. J. Wiley and Sons, Inc.]]","key":"e_1_2_1_19_1"},{"key":"e_1_2_1_20_1","volume-title":"Proceedings of the International Conference on Extending Database Technology","author":"Lehner W.","year":"1998","unstructured":"Lehner , W. 1998 . Modeling large OLAP scenarios . In Proceedings of the International Conference on Extending Database Technology . Valencia, Spain.]] Lehner, W. 1998. Modeling large OLAP scenarios. In Proceedings of the International Conference on Extending Database Technology. Valencia, Spain.]]"},{"key":"e_1_2_1_21_1","volume-title":"Proceedings of the Fifth International Conference on Information and Knowledge Management, ACM","author":"Li C.","year":"1996","unstructured":"Li , C. and Sean Wang, X. 1996. A data model for supporting on-line analytical processing . In Proceedings of the Fifth International Conference on Information and Knowledge Management, ACM . Rockville, Maryland, USA, November 12--16 , 1996 .]] 10.1145\/238355.238444 Li, C. and Sean Wang, X. 1996. A data model for supporting on-line analytical processing. In Proceedings of the Fifth International Conference on Information and Knowledge Management, ACM. Rockville, Maryland, USA, November 12--16, 1996.]] 10.1145\/238355.238444"},{"key":"e_1_2_1_22_1","volume-title":"Proceedings of 26th International Conference on Very Large Data Bases","author":"Mendelzon A. O.","year":"2000","unstructured":"Mendelzon , A. O. , and Vaisman , A . 2000. Temporal queries in OLAP . In Proceedings of 26th International Conference on Very Large Data Bases . Cairo, Egypt, September 10--14 , 2000 .]] Mendelzon, A. O., and Vaisman, A. 2000. Temporal queries in OLAP. In Proceedings of 26th International Conference on Very Large Data Bases. Cairo, Egypt, September 10--14, 2000.]]"},{"doi-asserted-by":"crossref","unstructured":"Pedersen T. B. Jensen C. and Dyreson C. 2001. a foundation for capturing and querying complex multidimensional data. Information Systems (special issue on data warehousing) 26 5 (July) 383--423.]] 10.1016\/S0306-4379(01)00023-0   Pedersen T. B. Jensen C. and Dyreson C. 2001. a foundation for capturing and querying complex multidimensional data. Information Systems (special issue on data warehousing) 26 5 (July) 383--423.]] 10.1016\/S0306-4379(01)00023-0","key":"e_1_2_1_23_1","DOI":"10.1016\/S0306-4379(01)00023-0"},{"doi-asserted-by":"crossref","unstructured":"Tikekar R. V. and Fotouhi F. 1995. Storage and retrieval of medical images from data warehouses. Digital Image Storage and Archiving Systems.]]  Tikekar R. V. and Fotouhi F. 1995. Storage and retrieval of medical images from data warehouses. Digital Image Storage and Archiving Systems.]]","key":"e_1_2_1_24_1","DOI":"10.1117\/12.227241"},{"doi-asserted-by":"publisher","key":"e_1_2_1_25_1","DOI":"10.1145\/344816.344869"},{"unstructured":"Vautrin J. S. 2004. Entrep\u00f4t de donn\u00e9es multimedia. master report.]]  Vautrin J. S. 2004. Entrep\u00f4t de donn\u00e9es multimedia. master report.]]","key":"e_1_2_1_26_1"},{"key":"e_1_2_1_27_1","volume-title":"Proceedings of the International Conference on Image Processing","author":"You J.","year":"2001","unstructured":"You , J. , Dillon , T. , Liu , J. , and Pissaloux , E . 2001. On hierarchical multimedia information retrieval . In Proceedings of the International Conference on Image Processing . Thessaloniki, Greece, October 7--10 , 2001 .]] You, J., Dillon, T., Liu, J., and Pissaloux, E. 2001. On hierarchical multimedia information retrieval. In Proceedings of the International Conference on Image Processing. Thessaloniki, Greece, October 7--10, 2001.]]"},{"key":"e_1_2_1_28_1","first-page":"83","volume-title":"Proceedings of CASCON, Meeting of Minds","author":"Zaiane O. R.","year":"1998","unstructured":"Zaiane , O. R. , Han , J. , Li , Z. H. , and Hou , J . 1998. Mining multimEdia data . In Proceedings of CASCON, Meeting of Minds , pp 83 -- 96 , Toronto, Canada , November 1998 .]] Zaiane, O. R., Han, J., Li, Z. H., and Hou, J. 1998. Mining multimEdia data. In Proceedings of CASCON, Meeting of Minds, pp 83--96, Toronto, Canada, November 1998.]]"},{"key":"e_1_2_1_29_1","first-page":"308","volume-title":"Proceedings of SPIE","volume":"4323","author":"Zhang H.","year":"2001","unstructured":"Zhang , H. , Cao , X. , Wong , S. T. , Lou , A. S. , and Sickles , E. A . 2001. Developing a digital mammography data warehouse . In Proceedings of SPIE , Vol. 4323 , pp. 308 -- 315 , Medical Imaging 2001 : PACS and Integrated Medical Information Systems: Design and Evaluation, Eliot L. Siegel, H. K. Huang, Eds.]] Zhang, H., Cao, X., Wong, S. T., Lou, A. S., and Sickles, E. A. 2001. Developing a digital mammography data warehouse. In Proceedings of SPIE, Vol. 4323, pp. 308--315, Medical Imaging 2001: PACS and Integrated Medical Information Systems: Design and Evaluation, Eliot L. Siegel, H. K. Huang, Eds.]]"}],"container-title":["ACM Transactions on Multimedia Computing, Communications, and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1152149.1152152","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1152149.1152152","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T16:07:43Z","timestamp":1750262863000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1152149.1152152"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,8]]},"references-count":29,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2006,8]]}},"alternative-id":["10.1145\/1152149.1152152"],"URL":"https:\/\/doi.org\/10.1145\/1152149.1152152","relation":{},"ISSN":["1551-6857","1551-6865"],"issn-type":[{"type":"print","value":"1551-6857"},{"type":"electronic","value":"1551-6865"}],"subject":[],"published":{"date-parts":[[2006,8]]},"assertion":[{"value":"2006-08-01","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}