Literaturnachweis - Detailanzeige
| Autor/inn/en | Sun, Mingyue; Ma, Tingcan; Zhou, Lewei; Yue, Mingliang |
|---|---|
| Titel | Analysis of the relationships among paper citation and its influencing factors: a Bayesian network-based approach. |
| Quelle | In: Scientometrics, (2023) 5, S.3017-3033
PDF als Volltext |
| Dokumenttyp | gedruckt; online; Zeitschriftenaufsatz |
| ISSN | 0138-9130 |
| DOI | 10.1007/s11192-023-04697-3 |
| Schlagwörter | Citations analysis; Bayesian network; Influencing factors; Amended K2 algorithm |
| Abstract | Abstract The broad use of citations as evaluation basis has prompted the academic community to think about the mechanism of citations. In this paper, we propose a Bayesian network-based method for the analysis of the relationships among paper citation and its influencing factors. We investigate the factors that may be related to paper citation, calculate the factor values and determine the factor states. Then we design an amended K2 algorithm for Bayesian network structure learning to handle the situation that no strict sort exists among factors. At last, we use Bayesian network inference to analyse the relationships among paper citation and the influencing factors and present certain interesting findings. We believe the method can provide scholars with new intelligence analysis approach, either for citation analysis or other related issues like talent analysis, research areas analysis, and others. |
| Erfasst von | OLC |
| Update | 2023/2/05 |
Literaturbeschaffung und Bestandsnachweise in Bibliotheken prüfen
Permalink als QR-Code
Inhalt auf sozialen Plattformen teilen (nur vorhanden, wenn Javascript eingeschaltet ist)
Teile diese Seite:
