Improving the data quality of drug databases using conditional dependencies and ontologies

Journal of Data and Information Quality

Volumn 4, Issue 1, 2012, Pages

  Cure, Olivier ^a  

^a UNIVERSITÉ PARIS EST   (France)

Author keywords

Conditional dependencies; Data quality; Description logics

Indexed keywords

CATASTROPHIC CONSEQUENCES; CHEMICAL CLASSIFICATION; CONDITIONAL DEPENDENCIES; DATA COMPLETENESS; DATA QUALITY; DESCRIPTION LOGIC; DOMAIN SPECIFIC; FUNCTIONAL DEPENDENCY; GRAPH STRUCTURES; HEALTH CONDITION; HEALTH-CARE SYSTEM; HIERARCHICAL STRUCTURES; INCLUSION DEPENDENCIES; ORIENTED STRUCTURE; QUERY EXECUTION;

DATA DESCRIPTION; HEALTH CARE;

QUERY LANGUAGES;

EID: 84869438587     PISSN: 19361955     EISSN: 19361963     Source Type: Journal    
DOI: 10.1145/2378016.2378019     Document Type: Article

References (18)

1. ABITEBOUL, S., HULL, R., AND VIANU, V. 1995. Foundations of Databases. Addison-Wesley.
2. BAADER, F., CALVANESE, D., MCGUINNESS, D. L., NARDI, D., AND PATEL-SCHNEIDER, P. F., EDS. 2003. The Description Logic Handbook: Theory, Implementation, and Applications. Cambridge University Press.
3. BATINI, C. AND SCANNAPIECO, M. 2006. Data Quality: Concepts, Methodologies and Techniques (Data-Centric Systems and Applications). Springer-Verlag, Berlin.
4. BOHANNON, P., FAN, W., GEERTS, F., JIA, X., AND KEMENTSIETSIDIS, A. 2007. Conditional functional dependencies for data cleaning. In Proceedings of ICDE. IEEE, 746-755.
5. BRAVO, L., FAN, W., AND MA, S. 2007. Extending dependencies with conditions. In Proceedings of VLDB. 243-254.
6. BRAVO, L., FAN, W., GEERTS, F., AND MA, S. 2008. Increasing the expressivity of conditional functional dependencies without extra complexity. In Proceedings of ICDE. IEEE, 516-525.
7. CHIANG, F. AND MILLER, R. J. 2008. Discovering data quality rules. Proc. VLDB 1, 1, 1166-1177.
8. CURÉ, O. 2004. Ximsa: Extended interactive multimedia system for auto-medication. In Proceedings of CBMS. 570-575.
9. CURÉ, O. AND BENSAID, J.-D. 2008. Integration of relational databases into owl knowledge bases: Demonstration of the DBOM system. In Proceedings of ICDE Workshops. 230-233.
10. CURÉ, O. AND SQUELBUT, R. 2005. A database trigger strategy to maintain knowledge bases developed via data migration. In Proceedings of EPIA. 206-217.
11. FAN, W. 2008. Dependencies revisited for improving data quality. In Proceedings of PODS. ACM, 159-170.
12. FAN, W., GEERTS, F., LAKSMANAN, L. V., AND XIONG, M. 2009. Discovering conditional functional dependencies. In Proceedings of ICDE. 1231-1234.
13. GIROUD, J.-P. AND HAGEGE, C. 2001. Le Guide de Tous les Médicaments. Editions du Rocher Paris, France.
14. GOETHALS, B., PAGE, W. L., AND MANNILA, H. 2008. Mining association rules of simple conjunctive queries. In Proceedings of SDM. SIAM, 96-107.
15. GOLAB, L., KARLOFF, H. J., KORN, F., SRIVASTAVA, D., AND YU, B. 2008. On generating near-optimal tableaux for conditional functional dependencies. Proc. VLDB 1, 1, 376-390.
16. LEVY, A. Y., MENDELZON, A. O., SAGIV, Y., AND SRIVASTAVA, D. 1995. Answering queries using views. In Proceedings of PODS. ACM, 95-104.
17. MARCHI, F. D. AND PETIT, J.-M. 2003. Zigzag: A new algorithm for mining large inclusion dependencies in database. In Proceedings of ICDM. IEEE Computer Society, 27-34.
18. MITCHELL, J. C. 1983. The implication problem for functional and inclusion dependencies. Inform. Contr. 56, 3, 154-173.