Enterprise data classification using semantic web technologies

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

Volumn 6497 LNCS, Issue PART 2, 2010, Pages 66-81

  Ben David, David ^a   Domany, Tamar ^b   Tarem, Abigail ^b  

^a TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

^b IBM HAIFA RESEARCH LAB   (Israel)

Author keywords

Classification; modeling; RDF; Semantic Techniques

Indexed keywords

CLASSIFICATION (OF INFORMATION); MODELS;

AUTOMATIC CLASSIFICATION; CENTRALIZED MANAGEMENT; CLASSIFICATION PROCESS; ENTERPRISE DATA; LARGE AMOUNTS OF DATA; SEMANTIC QUERY; SEMANTIC TECHNIQUES; SEMANTIC WEB TECHNOLOGY;

SEMANTIC WEB;

EID: 78650852908     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-17749-1_5     Document Type: Conference Paper

References (28)

1. Beliefnetworks - Semantically Secure Unstructured Data Cassification. White paper (2008), http://www.beliefnetworks.net/docs/classunstructdata.pdf
2. Autonomy - Meaning-Based Computing Technology (2009) (press release), http://www.autonomy.com/content/News/Releases/2009/0817.en.html
3. Ben-Dor, A., Friedman, N., Yakhini, Z.: Class discovery in gene expression data. In: Annual Conference on Research in Computational Molecular Biology, pp. 31-38 (2001)
4. Berners-Lee, T., Connolly, D., Kagal, L., Scharf, Y., Hendler, J.A.: N3Logic: A logical framework for the World Wide Web. TPLP 8(3), 249-269 (2008) (Pubitemid 351614271)
5. Bizer, C., Cyganiak, R.: D2RQ V0.2 - Treating Non-RDF Relational Databases as Virtual RDF Graphs. Tech. rep., School of Business & Economics at the Freie Universität Berlin (2004)
6. Boley, H., Forschungszentrum, D., Gmbh, K.I.: Relationships between logic programming and RDF. In: 14th Workshop Logische Programmierung (2000)
7. Butler, M., Reynolds, D., Dickinson, I., McBride, B., Grosvenor, D., Seaborne, A.: Semantic Middleware for E-Discovery. In: IEEE International Conference on Semantic Computing (2009)
8. Carroll, J.J., Dickinson, I., Dollin, C., Seaborne, D.R.A., Wilkinson, K.: Jena: Implementing the Semantic Web Recommendations. Tech. Rep., HP Laboratories (2003)
9. Castells, P., Foncillas, B., Lara, R., Rico, M., Alonso, J.L.: Semantic Web Technologies for Economic and Financial Information Management. In: Bussler, C.J., Davies, J., Fensel, D., Studer, R. (eds.) ESWS 2004. LNCS, vol. 3053, pp. 473-487. Springer, Heidelberg (2004)
10. Holger, P.H., Studer, L.R., Tran, T.: The NeOn Ontology Engineering Toolkit. In: ISWC (2009)
11. Jenkins, C., Jackson, M., Burden, P., Wallis, J.: Automatic RDF Metadata Generation for Resource Discovery. The International Journal of Computer and Telecommunications Networking 32, 1305-1320 (1999)
12. Kagal, L.: Rei: A Policy Language for the Me-Centric Project. Tech. rep., HP Labs (2002)
13. Kagal, L., Hanson, C., Weitzner, D.J.: Using Dependency Tracking to Provide Explanations for Policy Management. In: 2008 IEEE Workshop on Policies for Distributed Systems and Networks, pp. 54-61 (2008)
14. Krishnamurthy, R., Li, Y., Raghavan, S., Reiss, F., Vaithyanathan, S., Zhu, H.: SystemT: a system for declarative information extraction. ACM SIGMOD Record 37, 7-13 (2008)
15. de Laborda, C.P., Conrad, S.: RelationalOWL: a data and schema representation format based on OWL. In: Conferences in Research and Practice in Information Technology, pp. 89-96 (2005)
16. Langegger, A., Wöß, W., Blöchl, M.: A Semantic Web Middleware for Virtual Data Integration on the Web. In: Bechhofer, S., Hauswirth, M., Hoffmann, J., Koubarakis, M. (eds.) ESWC 2008. LNCS, vol. 5021, pp. 493-507. Springer, Heidelberg (2008)
17. Maedche, A., Motik, B., Stojanovic, L., Studer, R., Volz, R.: Ontologies for enterprise knowledge management. IEEE Intelligent Systems 18, 26-33 (2003)
18. Miller, D.J.: A Mixture Model and EM-Based Algorithm for Class Discovery, Robust Classification, and Outlier Rejection in Mixed Labeled/Unlabeled Data Sets. IEEE Transactions on Pattern Analysis and Machine Intelligence (2003)
19. Prud'hommeaux, E., Seaborne, A.: SPARQL query language for RDF. W3C recommendation, W3C (2008)
20. Seaborne, A.: RDQL query language for RDF. W3C member submission, W3C (2004)
21. Song, Y., Zhou, D., Huang, J., Zha, I.G.C.Z., Giles, C.L.: Boosting the feature space: Text classification for unstructured data on the web. In: ICDM. pp. 1064-1069 (2006)
22. Sperberg-McQueen, C.M., Miller, E.: On mapping from colloquial XML to RDF using XSLT. In: Extreme Markup Languages (2004)
23. Staab, S., Studer, R., Schnurr, H.P., Sure, Y.: Knowledge Processes and Ontologies. IEEE Intelligent Systems 16, 26-34 (2001)
24. Taghva, K., Borsack, J., Coombs, J., Condit, A., Lumos, S., Nartker, T.: Ontology-based Classification of Email. In: International Conference on Information Technology: Computers and Communications, p. 194 (2003)
25. Uszok, A., Bradshaw, J.M., Johnson, M., Jeffers, R., Tate, A., Dalton, J., Aitken, S.: KAoS Policy Management for Semantic Web Services. IEEE Intelligent Systems 19, 32-41 (2004)
26. Warren, P.W., Davies, N.J.: Managing the risks from information - through semantic information management. BT Technology Journal 25, 178-191 (2007)
27. Weitzner, D.J., Abelson, H., Berners-lee, T., Hanson, C., Hendler, J., Kagal, L., Mcguinness, D.L., Sussman, G.J., Waterman, K.K.: Transparent accountable data mining: New strategies for privacy protection. Tech. Rep., MIT-CSAIL (2006)
28. Xiaoyue, W., Rujiang, B.: Applying RDF Ontologies to Improve Text Classification. In: International Conference on Computational Intelligence and Natural Computing, vol. 2, pp. 118-121 (2009)