IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution

2018 IEEE 34th International Conference on Data Engineering (ICDE)

Author(s): Dongxiang Zhang ; Long Guo ; Xiangnan He ; Jie Shao ; Sai Wu ; Heng Tao Shen
Sponsor(s): IEEE Comput. Soc.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2018
Conference Location: Paris, France
Conference Date: 16 April 2018
Page(s): 713 - 724
ISBN (Electronic): 978-1-5386-5520-7
ISSN (Electronic): 2375-026X
DOI: 10.1109/ICDE.2018.00070
Regular:

Entity resolution identifies all records in a database that refer to the same entity. The mainstream solutions rely on supervised learning or crowd assistance, both requiring labor overhead for... View More

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