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The task aims to partition all the publications belonging to multiple person with the same name and realize that each decomposed partition is composed of publications of a unique person. Many works on name disambiguation task have a common feature that clustering method is usually used in the last step. The paper presents a complementary study to these works from another point of view. Based on the idea that documents with strong association relationships are likely to belong to the same author, this paper proposes a method of discovering meta clusters by graph partition with a heuristic rule to improve these clustering-based works. Specially, different from these works, this work uses clustering ensemble method instead of clustering method in the last step. Experimental results on a real-life dataset show that the improved method has satisfactory performance compared with the clustering-based baseline method.<\/jats:p>","DOI":"10.3233\/jifs-179519","type":"journal-article","created":{"date-parts":[[2019,11,8]],"date-time":"2019-11-08T13:31:40Z","timestamp":1573219900000},"page":"1559-1568","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":2,"title":["Name disambiguation using meta clusters and clustering ensemble"],"prefix":"10.1177","volume":"38","author":[{"given":"Huobin","family":"Tan","sequence":"first","affiliation":[{"name":"School of Software, Beihang University, Beijing, China"}]},{"given":"Yongfeng","family":"Tian","sequence":"additional","affiliation":[{"name":"School of Software, Beihang University, Beijing, China"}]},{"given":"Linfeng","family":"Wang","sequence":"additional","affiliation":[{"name":"Tandon School of Engineering, New York University, NY, USA"}]},{"given":"Guangyan","family":"Lin","sequence":"additional","affiliation":[{"name":"School of Software, Beihang University, Beijing, China"}]}],"member":"179","published-online":{"date-parts":[[2019,11,5]]},"reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"crossref","first-page":"1239","DOI":"10.1145\/3132847.3132873","article-title":"Name Disambiguation in Anonymized Graphs using Network Embedding","author":"Zhang B.","year":"2017","unstructured":"ZhangB. and HasanM.A., Name Disambiguation in Anonymized Graphs using Network Embedding, Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017, 1239\u20131248.","journal-title":"Proceedings of the 2017 ACM on Conference on Information and Knowledge Management"},{"key":"e_1_3_2_3_2","doi-asserted-by":"crossref","first-page":"296","DOI":"10.1145\/996350.996419","article-title":"Two supervised learning approaches for name disambiguation in author citations","author":"Han H.","year":"2004","unstructured":"HanH., GilesC.L., ZhaH., et al. 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