Multidimensional integrated ontologies: A framework for designing semantic data warehouses

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5530 LNCS, Issue , 2009, Pages 1-36

  Nebot, Victoria ^a   Berlanga, Rafael ^a   Pérez, Juan Manuel ^a   Aramburu, María José ^a   Pedersen, Torben Bach ^b  

^a UNIVERSITAT JAUME I   (Spain)

^b AALBORG UNIVERSITY   (Denmark)

Author keywords

Data warehouses; Multi ontology integration; Semantic Web

Indexed keywords

DATA RESOURCES; INTEGRATED ONTOLOGY; MULTI-ONTOLOGY INTEGRATION; MULTIDIMENSIONAL ANALYSIS; MULTIDIMENSIONAL DATABASE; ONTOLOGY INTEGRATION; ORTHOGONALITY; SATISFIABILITY; SEMANTIC ANNOTATIONS; SEMANTIC DATA;

DATA HANDLING; ONTOLOGY; SEMANTIC WEB; SEMANTICS;

DATA WAREHOUSES;

EID: 70349736652     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-03098-7_1     Document Type: Conference Paper

References (45)

1. Abelló, A.: YAM2: A Multidimensional Conceptual Model. PhD thesis, Departament de Llenguatges i Sistemes Informàtics, Universitat Politècnica de Catalunya, Spain (2002)
2. Abelló, A., Samos, J., Saltor, F.: Yam2: a multidimensional conceptual model extending UML. Information Systems 31(6), 541-567 (2006)
3. Baader, F., Sattler, U.: Description logics with aggregates and concrete domains. Information Systems 28(8), 979-1004 (2003)
4. Bao, J., Caragea, D., Honavar, V.: Package-based description logics - preliminary results. In: Cruz, I., Decker, S., Allemang, D., Preist, C., Schwabe, D., Mika, P., Uschold, M., Aroyo, L.M. (eds.) ISWC 2006. LNCS, vol. 4273, pp. 967-969. Springer, Heidelberg (2006)
5. Borgida, A., Serafini, L.: Distributed description logics: Assimilating information from peer sources. Journal on Data Semantics 1, 153-184 (2003)
6. Bouquet, P., Giunchiglia, F., van Harmelen, F., Serafini, L., Stuchenschmidt, H.: COWL: Contextualizing ontologies. In: Fensel, D., Sycara, K.P., Mylopoulos, J. (eds.) ISWC 2003. LNCS, vol. 2870, pp. 164-179. Springer, Heidelberg (2003)
7. Calvanese, D., Giacomo, G.D., Lenzerini, M.: A framework for ontology integration. In: Semantic Web Working Symposium, pp. 303-316 (2001)
8. Choi, N., Song, I.-Y., Han, H.: A survey on ontology mapping. SIGMOD Record 35(3), 34-41 (2006)
9. Cuenca-Grau, B., Parsia, B., Sirin, E., Kalyanpur, A.: Automatic partitioning of OWL ontologies using E-connections. In: Description Logics. CEUR Workshop Online Proceedings, vol. 147 (2005)
10. Danger, R., Berlanga, R.: A Semantic Web approach for ontological instances analysis. Communications in Computer and Information Science 22, 269-282 (2008)
11. Euzenat, J., Shvaiko, P.: Ontology Matching. Springer, Heidelberg (2007)
12. Franconi, E., Ng, G.: The i.com tool for intelligent conceptual modeling. In: Proc. of the 7th International Workshop on Knowledge Representation Meets Databases, pp. 45-53 (2000)
13. Garwood, K., McLaughlin, T., Garwood, C., Joens, S., Morrison, N., Taylor, C.F., Carroll, K., Evans, C., Whetton, A.D., Hart, S., Stead, D., Yin, Z., Brown, A.J., Hesketh, A., Chater, K., Hansson, L., Mewissen, M., Ghazal, P., Howard, J., Lilley, K.S., Gaskell, S.J., Brass, A., Hubbard, S.J., Oliver, S.G., Paton, N.W.: PEDRo: a database for storing, searching and disseminating experimental proteomics data. BMC Genomics 5(68) (2004)
14. Harris, S., Gibbins, N.: 3store: Efficient Bulk RDF Storage. In: Proc. of the First International Workshop on Practical and Scalable Semantic Systems. CEUR Workshop Online Proceedings, vol. 89 (2003)
15. Horrocks, I., Sattler, U.: Decidability of SHIQ with complex role inclusion axioms. In: International Joint Conference on Artificial Intelligence, pp. 343-348 (2003)
16. Hu, W., Qu, Y., Cheng, G.: Matching large ontologies: A divide-and-conquer approach. Data and Knowledge Engineering 67, 140-160 (2008)
17. Hurtado, C.A., Mendelzon, A.O.: OLAP dimension constraints. In: Proc. ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, pp. 169-179 (2002)
18. Jiménez-Ruiz, E., Berlanga, R., Nebot, V., Sanz, I.: OntoPath: A Language for Retrieving Ontology Fragments. In: Meersman, R., Tari, Z. (eds.) Proc. of On the Move to Meaningful Internet Systems, pp. 897-914 (2007)
19. Jiménez-Ruiz, E., Cuenca-Grau, B., Sattler, U., Schneider, T., Berlanga, R.: Safe and economic re-use of ontologies: A logic-based methodology and tool support. In: Bechhofer, S., Hauswirth, M., Hoffmann, J., Koubarakis, M. (eds.) ESWC 2008. LNCS, vol. 5021, pp. 185-199. Springer, Heidelberg (2008)
20. Kalfoglou, Y., Schorlemmer, M.: Ontology mapping: the state of the art. The Knowledge Engineering Review 18(1), 1-31 (2003)
21. Köhler, J., Philippi, S., Lange, M.: Semeda: ontology based semantic integration of biological databases. Bioinformatics 19(18), 2420-2427 (2003)
22. Lenz, H., Shoshani, A.: Summarizability in OLAP and statistical data bases. In: Ninth International Conference on Scientific and Statistical Database Management, pp. 132-143 (1997)
23. Louie, B., Mork, P., Martin-Sanchez, F., Halevy, A., Tarczy-Hornoch, P.: Data integration and genomic medicine. Journal of Biomedical Informatics 10(1), 5-16 (2006)
24. Lu, J., Ma, L., Zhang, L., Brunner, J.-S., Wang, C., Pan, Y., Yu, Y.: SOR: A practical system for ontology storage, reasoning and search. In: Proc. of the 33th International Conference on Very Large Data Bases, pp. 1402-1405 (2007)
25. Lutz, C., Areces, C., Horrocks, I., Sattler, U.: Nominals, and Concrete Domains. Journal of Artificial Intelligence 23, 667-726 (2005)
26. Marian, A., Abiteboul, S., Cóbena, G., Mignet, L.: Change-centric management of versions in an XML warehouse. In: Proc. of the 27th International Conference on Very Large Data Bases, pp. 581-590 (2001)
27. Mena, E., Illarramendi, A., Kashyap, V., Sheth, A.P.: Observer: An approach for query processing in global information systems based on interoperation across pre-existing ontologies. Distributed and Parallel Databases 8(2), 223-271 (2000)
28. Nebot, V., Berlanga, R.: Building Ontologies from Very Large Knowledge Resources. In: Proc. Of 11th International Conference on Enterprise Information Systems (submitted, 2009)
29. Nguyen, T.B., Abiteboul, S., Cóbena, G., Preda, M.: Monitoring XML data on the web. In: Proc. of the 2001 ACM SIGMOD International Conference on Management of Data, pp. 437-448 (2001a)
30. Nguyen, T.B., Tjoa, A.M., Mangisengi, O.: Meta Cube-X: An XML Metadata Foundation of Interoperability Search among Web Data Warehouses. In: Nguyen, T.B. (ed.) Proc. of the Third International Workshop on Design and Management of Data Warehouses. CEUR Workshop Online Proceedings, vol. 39 (2001b)
31. Pedersen, D., Riis, K., Pedersen, T.B.: XML-extended OLAP querying. In: Proc. of the 14th International Conference on Scientific and Statistical Database Management, pp. 195-206 (2002)
32. Pedersen, T.B., Jensen, C.S., Dyreson, C.E.: Extending practical pre-aggregation in online analytical processing. In: Proc. of the 25th International Conference on Very Large Data Bases, pp. 663-674 (1999)
33. Pedersen, T.B., Jensen, C.S., Dyreson, C.E.: A foundation for capturing and querying complex multidimensional data. Information Systems 26(5), 383-423 (2001)
34. Pérez, J.M., Berlanga, R., Aramburu, M.J., Pedersen, T.B.: Integrating data warehouses with web data: A survey. IEEE Transactions on Knowledge and Data Engineering 20(7), 940-955 (2008)
35. Pérez-Rey, D., Maojo, V., García-Remesal, M., Alonso-Calvo, R., Billhardt, H., Martin-Sánchez, F., Sousa, A.: Ontofusion: Ontology-based integration of genomic and clinical databases. Compututers in Biology and Medicine 36(7-8), 712-730 (2005)
36. Priebe, T., Pernul, G.: Ontology-based integration of OLAP and information retrieval. In: Proc. of the 14th International Workshop on Database and Expert Systems Applications, pp. 610-614 (2003)
37. Roldán-García, M., del, M., Aldana-Montes, J.F.: DBOWL: Towards a scalable and persistent OWL reasoner. In: The Third International Conference on Internet and Web Applications and Services, pp. 174-179 (2008)
38. Romero, O., Abelló, A.: Automating multidimensional design from ontologies. In: Proc. of the 10th International Workshop on Data Warehousing and OLAP, pp. 1-8 (2007)
39. Rubin, D.L., Shah, N.H., Noy, N.F.: Biomedical ontologies: a functional perspective. Briefings in Bionformatics 9(1), 75-90 (2007)
40. Schmidt-Schauss, M., Smolka, G.: Attributive concept descriptions with complements. Artificial Intelligence 48(1), 1-26 (1991)
41. Simitsis, A., Skoutas, D., Castellanos, M.: Natural language reporting for ETL processes. In: Proc. of the ACM 11th International Workshop on Data Warehousing and OLAP, pp. 65-72 (2008)
42. Skoutas, D., Simitsis, A.: Designing ETL processes using Semantic Web technologies. In: Proc. of the ACM 9th International Workshop on Data Warehousing and OLAP, pp. 67-74 (2006)
43. Stuckenschmidt, H., Klein, M.C.A.: Reasoning and change management in modular ontologies. Data and Knowledge Engineering 63(2), 200-223 (2007)
44. Wang, L., Zhang, A., Ramanathan, M.: Biostar models of clinical and genomic data for biomedical data warehouse design. International Journal of Bioinformatics Research and Applications 1(1), 63-80 (2005)
45. Xyleme: A dynamic warehouse for XML data of the Web. IEEE Data Engineering Bulleting 24(2), 40-47 (2001)