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
收藏
页码:87 / 104
页数:17
相关论文
共 50 条
  • [21] On the inequality of citation counts of all publications of individual authors
    Dong, Ke
    Wu, Jiang
    Wang, Kaili
    [J]. JOURNAL OF INFORMETRICS, 2021, 15 (04)
  • [22] Rational (successive) h-indices:: An application to economics in the Republic of Ireland
    Ruane, Frances
    Tol, Richard S. J.
    [J]. SCIENTOMETRICS, 2008, 75 (02) : 395 - 405
  • [23] Guest Editorial: h-indices and the performance of professors of nursing in the UK
    Thompson, David R.
    Watson, Roger
    [J]. JOURNAL OF CLINICAL NURSING, 2010, 19 (21-22) : 2957 - 2958
  • [24] PREDICTING FUTURE CITATION COUNTS USING MACHINE LEARNING
    Mansour, Khalid
    Al-Daoud, Essam
    Al-Karaky, Baha
    [J]. 2021 22ND INTERNATIONAL ARAB CONFERENCE ON INFORMATION TECHNOLOGY (ACIT), 2021, : 102 - 106
  • [25] Citation counts of multi-authored papers - First-named authors and further authors
    Lange, LL
    [J]. SCIENTOMETRICS, 2001, 52 (03) : 457 - 470
  • [26] Citation Counts of Multi-Authored Papers — First-named Authors and Further Authors
    Lydia L. Lange
    [J]. Scientometrics, 2001, 52 : 457 - 470
  • [27] Comparison of the h-indices of the editorial board members of seven ophthalmic subspecialty journals
    Bayramlar, H.
    Uslu, H.
    Bayramlar, O. F.
    Karadag, R.
    [J]. JOURNAL FRANCAIS D OPHTALMOLOGIE, 2019, 42 (04): : 349 - 353
  • [28] Empirical series of journal h-indices: The JCR category Horticulture as a case study
    Liu, Yuxian
    Rao, I. K. Ravichandra
    Rousseau, Ronald
    [J]. SCIENTOMETRICS, 2009, 80 (01) : 59 - 74
  • [29] Interpretable zero-inflated neural network models for predicting admission counts
    Jose, Alex
    Macdonald, Angus S.
    Tzougas, George
    Streftaris, George
    [J]. ANNALS OF ACTUARIAL SCIENCE, 2024,
  • [30] The Kinship or k-Index as an Antidote Against the Toxic Effects of h-Indices
    Molinie, Antoinette
    Bodenhausen, Geoffrey
    [J]. CHIMIA, 2011, 65 (06) : 433 - 436