Predicting authors’ citation counts and h-indices with a neural network

被引：0

作者：

Tobias Mistele

Tom Price

Sabine Hossenfelder

机构：

[1] Frankfurt Institute for Advanced Studies,

来源：

Scientometrics | 2019年 / 120卷

关键词：

Neural network; -index; Arxiv; Citation metrics;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

We here describe and present results of a simple neural network that predicts individual researchers’ future citation counts based on a variety of data from the researchers’ past. For publications available on the open access-server arXiv.org we find a higher predictability than previous studies.

引用

页码：87 / 104

页数：17

共 50 条

[1] Predicting authors' citation counts and h-indices with a neural network
Mistele, Tobias
Price, Tom
Hossenfelder, Sabine
[J]. SCIENTOMETRICS, 2019, 120 (01) : 87 - 104
[2] Study of different h-indices for groups of authors
Egghe, L.
Rao, I. K. Ravichandra
[J]. JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2008, 59 (08): : 1276 - 1281
[3] Predicting citation counts based on deep neural network learning techniques
Abrishami, Ali
Aliakbary, Sadegh
[J]. JOURNAL OF INFORMETRICS, 2019, 13 (02) : 485 - 499
[4] Predicting the citation counts of individual papers via a BP neural network
Ruan, Xuanmin
Zhu, Yuanyang
Li, Jiang
Cheng, Ying
[J]. JOURNAL OF INFORMETRICS, 2020, 14 (03)
[5] Successive h-indices
András Schubert
[J]. Scientometrics, 2007, 70 : 201 - 205
[6] Successive h-indices
Schubert, Andras
[J]. SCIENTOMETRICS, 2007, 70 (01) : 201 - 205
[7] Scientometrics and modified h-indices
Gowrishankar, J.
Divakar, P.
[J]. CURRENT SCIENCE, 2008, 95 (12): : 1656 - 1656
[8] Modelling successive h-indices
Egghe, Leo
[J]. SCIENTOMETRICS, 2008, 77 (03) : 377 - 387
[9] Modelling successive h-indices
Leo Egghe
[J]. Scientometrics, 2008, 77 : 377 - 387
[10] Lies, damned lies and h-indices
Bruce C. Gibb
[J]. Nature Chemistry, 2012, 4 : 513 - 514

← 1 2 3 4 5 →