An effective approach to entity resolution problem using Quasi-Clique and its application to digital libraries
Publication
, Conference
On, BW; Elmacioglu, E; Lee, D; Kang, J; Pei, J
Published in: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries
December 1, 2006
We study how to resolve entities that contain a group of related elements in them (e.g., an author entity with a list of citations or an intermediate result by GROUP BY SQL query). Such entities, named as grouped-entities, frequently occur in many applications. By exploiting contextual information mined from the group of elements per entity in addition to syntactic similarity, we show that our approach, Quasi-Cllque, improves precision and recall unto 91% when used together with a variety of existing entity resolution solutions, but never worsens them. Copyright 2006 ACM.
Duke Scholars
Published In
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries
DOI
ISSN
1552-5996
Publication Date
December 1, 2006
Volume
2006
Start / End Page
51 / 52
Citation
APA
Chicago
ICMJE
MLA
NLM
On, B. W., Elmacioglu, E., Lee, D., Kang, J., & Pei, J. (2006). An effective approach to entity resolution problem using Quasi-Clique and its application to digital libraries. In Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (Vol. 2006, pp. 51–52). https://doi.org/10.1145/1141753.1141761
On, B. W., E. Elmacioglu, D. Lee, J. Kang, and J. Pei. “An effective approach to entity resolution problem using Quasi-Clique and its application to digital libraries.” In Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2006:51–52, 2006. https://doi.org/10.1145/1141753.1141761.
On BW, Elmacioglu E, Lee D, Kang J, Pei J. An effective approach to entity resolution problem using Quasi-Clique and its application to digital libraries. In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries. 2006. p. 51–2.
On, B. W., et al. “An effective approach to entity resolution problem using Quasi-Clique and its application to digital libraries.” Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, vol. 2006, 2006, pp. 51–52. Scopus, doi:10.1145/1141753.1141761.
On BW, Elmacioglu E, Lee D, Kang J, Pei J. An effective approach to entity resolution problem using Quasi-Clique and its application to digital libraries. Proceedings of the ACM/IEEE Joint Conference on Digital Libraries. 2006. p. 51–52.
Published In
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries
DOI
ISSN
1552-5996
Publication Date
December 1, 2006
Volume
2006
Start / End Page
51 / 52