【分享】Name Disambiguation Data

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Name ambiguity has long been viewed as a challenging problem in many applications, such as scientific literature management, people search, and social network analysis. When we search a person name in these systems, many documents (e.g., papers, webpages) containing that person’s name may be returned. Which documents are about the person we care about? Although much research has been conducted, the problem remains largely unsolved, especially with the rapid growth of the people information available on the Web.

We share related data sets and our ideas for name disambiguation on this page. If you use the data for publication, please kindly cite the following papers:

@article{Tang:12TKDE,

author = {Jie Tang and Alvis C.M. Fong and Bo Wang and Jing Zhang},

title = {A Unified Probabilistic Framework for Name Disambiguation in Digital Library},

journal ={IEEE Transactions on Knowledge and Data Engineering},

volume = {24},

number = {6},

year = {2012},

}

@INPROCEEDINGS{ wang:adana:,

AUTHOR = "Xuezhi Wang and Jie Tang and Hong Cheng and Philip S. Yu",

TITLE = "ADANA: Active Name Disambiguation",

BOOKTITLE = "ICDM'11",

PAGES = {794-803},

YEAR = {2011},

} [PDF] [Slides]

This data set is used for studying name disambiguation in digital library. It contains 110 author names and their disambiguation results (ground truth). Each author name corresponds to a raw file in the "raw-data" folder and an answer file (ground truth) in the "Answer" folder. (The simple version does not contain "citation", "co-affiliation-occur", "homepage". Refer to our ICDM 2011 paper for the definition of these features.)

- Raw file: the raw file is formatted as a XML file. In the XML file, the author name is associated with a number of publications. An example of a publication is as follow:"    1987  Ajay Gupta  AAAI  13048  0  null " where

版权信息

如果您的论文或者项目/课题使用了本数据，请在相关数据引用中说明：数据来自于清华大学ArnetMiner（研究者社会网络分析与挖掘系统）。

引用论文

Jie Tang, A.C.M. Fong, Bo Wang, and Jing Zhang. A Unified Probabilistic Framework for Name Disambiguation in Digital Library. IEEE Transaction on Knowledge and Data Engineering (TKDE) , Volume 24, Issue 6, 2012, Pages 975-987. (if =2.236) [PDF] [URL] Xuezhi Wang, Jie Tang, Hong Cheng, and Philip S. Yu. ADANA: Active Name Disambiguation. In Proceedings of 2011 IEEE International Conference on Data Mining (ICDM'2011). pp. 794-803. [PDF] [Slides]

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