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