Personal data retrieval and disambiguation in web person search

Yuliang Wei; Guodong Xin; Wei Wang; Fang Lv; Bailing Wang

doi:10.1587/transinf.2018EDL8172

Personal data retrieval and disambiguation in web person search

Yuliang Wei
, Guodong Xin
, Wei Wang
, Fang Lv
, Bailing Wang^*

^*Corresponding author for this work

School of Computer Science and Technology, Harbin Institute of Technology

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Abstract

Web person search often return web pages related to several distinct namesakes. This paper proposes a new web page model for template-free person data extraction, and uses Dirichlet Process Mixture model to solve name disambiguation. The results show that our method works best on web pages with complex structure.

Original language	English
Pages (from-to)	392-395
Number of pages	4
Journal	IEICE Transactions on Information and Systems
Issue number	2
DOIs	https://doi.org/10.1587/transinf.2018EDL8172
State	Published - Feb 2019
Externally published	Yes

Keywords

Deep learning
Name disambiguation
Sequential block model
Web extraction

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10.1587/transinf.2018EDL8172

Cite this

@article{335f75fa03e945759e1e9f355534b69b,

title = "Personal data retrieval and disambiguation in web person search",

abstract = "Web person search often return web pages related to several distinct namesakes. This paper proposes a new web page model for template-free person data extraction, and uses Dirichlet Process Mixture model to solve name disambiguation. The results show that our method works best on web pages with complex structure.",

keywords = "Deep learning, Name disambiguation, Sequential block model, Web extraction",

author = "Yuliang Wei and Guodong Xin and Wei Wang and Fang Lv and Bailing Wang",

note = "Publisher Copyright: Copyright {\textcopyright} 2019 The Institute of Electronics, Information and Communication Engineers.",

year = "2019",

month = feb,

doi = "10.1587/transinf.2018EDL8172",

language = "英语",

pages = "392--395",

journal = "IEICE Transactions on Information and Systems",

issn = "0916-8532",

publisher = "Maruzen Co., Ltd/Maruzen Kabushikikaisha",

number = "2",

}

TY - JOUR

T1 - Personal data retrieval and disambiguation in web person search

AU - Wei, Yuliang

AU - Xin, Guodong

AU - Wang, Wei

AU - Lv, Fang

AU - Wang, Bailing

PY - 2019/2

Y1 - 2019/2

N2 - Web person search often return web pages related to several distinct namesakes. This paper proposes a new web page model for template-free person data extraction, and uses Dirichlet Process Mixture model to solve name disambiguation. The results show that our method works best on web pages with complex structure.

AB - Web person search often return web pages related to several distinct namesakes. This paper proposes a new web page model for template-free person data extraction, and uses Dirichlet Process Mixture model to solve name disambiguation. The results show that our method works best on web pages with complex structure.

KW - Deep learning

KW - Name disambiguation

KW - Sequential block model

KW - Web extraction

UR - https://www.scopus.com/pages/publications/85061604570

U2 - 10.1587/transinf.2018EDL8172

DO - 10.1587/transinf.2018EDL8172

M3 - 文章

AN - SCOPUS:85061604570

SN - 0916-8532

SP - 392

EP - 395

JO - IEICE Transactions on Information and Systems

JF - IEICE Transactions on Information and Systems

IS - 2

ER -

Personal data retrieval and disambiguation in web person search

Abstract

Keywords

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