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Author:

Xu, Shuo (Xu, Shuo.) (Scholars:徐硕) | Li, Ling (Li, Ling.) | Hao, Liyuan (Hao, Liyuan.) | An, Xin (An, Xin.) | Yang, Guancan (Yang, Guancan.)

Indexed by:

EI Scopus

Abstract:

The author interest discovery can help personalized academic recommendation systems. However, many topic models for discovering author interest implicitly assume equal contribution from each coauthor to a target document. To loosen this limitation, a novel model, ATcredit, is proposed to strengthen the Author-Topic (AT) model with an authorship credit allocation scheme, and the collapsed Gibbs sampling is utilized to approximate the posterior and estimate the model parameters. In total, our model considers six counting schemes, including fixed and flexible versions, as well as equal contributors and hyper-authorship strategies. © 2021, Springer Nature Switzerland AG.

Keyword:

Artificial intelligence Computers Computer science

Author Community:

  • [ 1 ] [Xu, Shuo]College of Economics and Management, Beijing University of Technology, No. 100 PingLeYuan, Chaoyang District, Beijing; 100124, China
  • [ 2 ] [Li, Ling]College of Economics and Management, Beijing University of Technology, No. 100 PingLeYuan, Chaoyang District, Beijing; 100124, China
  • [ 3 ] [Hao, Liyuan]College of Economics and Management, Beijing University of Technology, No. 100 PingLeYuan, Chaoyang District, Beijing; 100124, China
  • [ 4 ] [An, Xin]School of Economics and Management, Beijing Forestry University, No. 35 Qinghua East Road, Haidian District, Beijing; 100083, China
  • [ 5 ] [Yang, Guancan]School of Information Resource Management, Renmin University of China, No. 59 Zhongguancun Street, Haidian District, Beijing; 100872, China

Reprint Author's Address:

  • [an, xin]school of economics and management, beijing forestry university, no. 35 qinghua east road, haidian district, beijing; 100083, china

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Source :

ISSN: 0302-9743

Year: 2021

Volume: 12645 LNCS

Page: 199-207

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 10

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