A novel approach on entity linking for encyclopedia infoboxes

Xufeng Li; Jianlei Yang; Richong Zhang; Hongyuan Ma

doi:10.1007/978-981-13-3146-6_9

A novel approach on entity linking for encyclopedia infoboxes

Xufeng Li^*
, Jianlei Yang
, Richong Zhang
, Hongyuan Ma

^*Corresponding author for this work

School of Computer Science and Engineering

Beihang University
CNCERT/CC

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

The Infoboxes in encyclopedia articles contain the structured factoid knowledge and have been the most important source for open domain knowledge base construction. However, if the hyperlink is missing in the Infobox, the semantic relatedness cannot be created. In this paper, we propose an effective model and summarize the most possible features for the infobox entity linking problem. Empirical studies confirm the superiority of our proposed model.

Original language	English
Title of host publication	Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding - 3rd China Conference, CCKS 2018, Revised Selected Papers
Editors	Xianyong Li, Frank van Harmelen, Jie Tang, Xianpei Han, Quan Wang, Jun Zhao
Publisher	Springer Verlag
Pages	103-115
Number of pages	13
ISBN (Print)	9789811331459
DOIs	https://doi.org/10.1007/978-981-13-3146-6_9
State	Published - 2019
Event	3rd China Conference on Knowledge Graph and Semantic Computing, CCKS 2018 - Tianjin, China Duration: 14 Aug 2018 → 17 Aug 2018

Publication series

Name	Communications in Computer and Information Science
Volume	957
ISSN (Print)	1865-0929

Conference

Conference	3rd China Conference on Knowledge Graph and Semantic Computing, CCKS 2018
Country/Territory	China
City	Tianjin
Period	14/08/18 → 17/08/18

Keywords

Entity linking
Information extraction
Knowledge base

Access to Document

10.1007/978-981-13-3146-6_9

Cite this

Li, X., Yang, J., Zhang, R., & Ma, H. (2019). A novel approach on entity linking for encyclopedia infoboxes. In X. Li, F. V. Harmelen, J. Tang, X. Han, Q. Wang, & J. Zhao (Eds.), Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding - 3rd China Conference, CCKS 2018, Revised Selected Papers (pp. 103-115). (Communications in Computer and Information Science; Vol. 957). Springer Verlag. https://doi.org/10.1007/978-981-13-3146-6_9

Li, Xufeng ; Yang, Jianlei ; Zhang, Richong et al. / A novel approach on entity linking for encyclopedia infoboxes. Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding - 3rd China Conference, CCKS 2018, Revised Selected Papers. editor / Xianyong Li ; Frank van Harmelen ; Jie Tang ; Xianpei Han ; Quan Wang ; Jun Zhao. Springer Verlag, 2019. pp. 103-115 (Communications in Computer and Information Science).

@inproceedings{16ca21fe84c6434e8ab1751a83624a6b,

title = "A novel approach on entity linking for encyclopedia infoboxes",

abstract = "The Infoboxes in encyclopedia articles contain the structured factoid knowledge and have been the most important source for open domain knowledge base construction. However, if the hyperlink is missing in the Infobox, the semantic relatedness cannot be created. In this paper, we propose an effective model and summarize the most possible features for the infobox entity linking problem. Empirical studies confirm the superiority of our proposed model.",

keywords = "Entity linking, Information extraction, Knowledge base",

author = "Xufeng Li and Jianlei Yang and Richong Zhang and Hongyuan Ma",

note = "Publisher Copyright: {\textcopyright} 2019, Springer Nature Singapore Pte Ltd.; 3rd China Conference on Knowledge Graph and Semantic Computing, CCKS 2018 ; Conference date: 14-08-2018 Through 17-08-2018",

year = "2019",

doi = "10.1007/978-981-13-3146-6\_9",

language = "英语",

isbn = "9789811331459",

series = "Communications in Computer and Information Science",

publisher = "Springer Verlag",

pages = "103--115",

editor = "Xianyong Li and Harmelen, \{Frank van\} and Jie Tang and Xianpei Han and Quan Wang and Jun Zhao",

booktitle = "Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding - 3rd China Conference, CCKS 2018, Revised Selected Papers",

address = "德国",

}

Li, X, Yang, J , Zhang, R & Ma, H 2019, A novel approach on entity linking for encyclopedia infoboxes. in X Li, FV Harmelen, J Tang, X Han, Q Wang & J Zhao (eds), Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding - 3rd China Conference, CCKS 2018, Revised Selected Papers. Communications in Computer and Information Science, vol. 957, Springer Verlag, pp. 103-115, 3rd China Conference on Knowledge Graph and Semantic Computing, CCKS 2018, Tianjin, China, 14/08/18. https://doi.org/10.1007/978-981-13-3146-6_9

A novel approach on entity linking for encyclopedia infoboxes. / Li, Xufeng; Yang, Jianlei ; Zhang, Richong et al.
Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding - 3rd China Conference, CCKS 2018, Revised Selected Papers. ed. / Xianyong Li; Frank van Harmelen; Jie Tang; Xianpei Han; Quan Wang; Jun Zhao. Springer Verlag, 2019. p. 103-115 (Communications in Computer and Information Science; Vol. 957).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A novel approach on entity linking for encyclopedia infoboxes

AU - Li, Xufeng

AU - Yang, Jianlei

AU - Zhang, Richong

AU - Ma, Hongyuan

PY - 2019

Y1 - 2019

N2 - The Infoboxes in encyclopedia articles contain the structured factoid knowledge and have been the most important source for open domain knowledge base construction. However, if the hyperlink is missing in the Infobox, the semantic relatedness cannot be created. In this paper, we propose an effective model and summarize the most possible features for the infobox entity linking problem. Empirical studies confirm the superiority of our proposed model.

AB - The Infoboxes in encyclopedia articles contain the structured factoid knowledge and have been the most important source for open domain knowledge base construction. However, if the hyperlink is missing in the Infobox, the semantic relatedness cannot be created. In this paper, we propose an effective model and summarize the most possible features for the infobox entity linking problem. Empirical studies confirm the superiority of our proposed model.

KW - Entity linking

KW - Information extraction

KW - Knowledge base

UR - https://www.scopus.com/pages/publications/85058572566

U2 - 10.1007/978-981-13-3146-6_9

DO - 10.1007/978-981-13-3146-6_9

M3 - 会议稿件

AN - SCOPUS:85058572566

SN - 9789811331459

T3 - Communications in Computer and Information Science

SP - 103

EP - 115

BT - Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding - 3rd China Conference, CCKS 2018, Revised Selected Papers

A2 - Li, Xianyong

A2 - Harmelen, Frank van

A2 - Tang, Jie

A2 - Han, Xianpei

A2 - Wang, Quan

A2 - Zhao, Jun

PB - Springer Verlag

T2 - 3rd China Conference on Knowledge Graph and Semantic Computing, CCKS 2018

Y2 - 14 August 2018 through 17 August 2018

ER -

Li X, Yang J , Zhang R, Ma H. A novel approach on entity linking for encyclopedia infoboxes. In Li X, Harmelen FV, Tang J, Han X, Wang Q, Zhao J, editors, Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding - 3rd China Conference, CCKS 2018, Revised Selected Papers. Springer Verlag. 2019. p. 103-115. (Communications in Computer and Information Science). doi: 10.1007/978-981-13-3146-6_9

A novel approach on entity linking for encyclopedia infoboxes

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