Ranking scientific publications with similarity-preferential mechanism

Scientometrics

Volumn 106, Issue 2, 2016, Pages 805-816

  Zhou, Jianlin ^a   Zeng, An ^a   Fan, Ying ^a   Di, Zengru ^a  

^a BEIJING NORMAL UNIVERSITY   (China)

Author keywords

Citation network; PageRank; Robustness; Similarity

Indexed keywords

EID: 84956615082     PISSN: 01389130     EISSN: 15882861     Source Type: Journal    
DOI: 10.1007/s11192-015-1805-1     Document Type: Article

References (31)

1. Aksnes, D. W. (2003). A macro study of self-citation. Scientometrics, 56(2), 235–246.
2. Bergstrom, C. T. (2007). Eigenfactor: Measuring the value and prestige of scholarly journals. College and Research Libraries News, 68(5), 314–316.
3. Bergstrom, C. T., & West, J. D. (2008). Assessing citations with the eigenfactor (TM) metrics. Neurology, 71(23), 1850–1851.
4. Bollen, J., Rodriquez, M. A., & Van de Sompel, H. (2006). Journal status. Scientometrics, 69(3), 669–687.
5. Brin, S., & Page, L. (1998). The anatomy of a large-scale hypertextual Web search engine. Computer Networks and ISDN Systems, 30(1–7), 107–117.
6. Chen, P., Xie, H., Maslov, S., & Redner, S. (2007). Finding scientific gems with Google’s PageRank algorithm. Journal of Informetrics, 1(1), 8–15.
7. Ding, Y. (2011). Applying weighted PageRank to author citation networks. Journal of the American Society for Information Science and Technology, 62(2), 236–245.
8. Ding, Y., Yan, E., Frazho, A., & Caverlee, J. (2009). PageRank for ranking authors in co-citation networks. Journal of the American Society for Information Science and Technology, 60(11), 2229–2243.
9. Fersht, A. (2009). The most influential factors: Impact factor and eigenfactor. Proceedings of the National Academy of Sciences of the United States of America, 106, 6883–6884.
10. Fiala, D. (2012). Time-aware PageRank for bibliographic networks. Journal of Informetrics, 6(3), 370–388.
11. Fiala, D., Rousselot, F., & Ježek, K. (2008). Pagerank for bibliographic networks. Scientometrics, 76(1), 135–158.
12. Foley, J., & Della Sala, S. (2010). The impact of self-citation. Cortex, 46(6), 802–810.
13. Frey, B. S., & Rost, K. (2010). Do rankings reflect research quality? Journal of Applied Economics, 13(1), 1–38.
14. Frobenius, G. (1912). Über Matrizen aus nicht negativen Elementen. Königliche Akademie der Wissenschaften.
15. González-Pereira, B., Guerrero-Bote, V. P., & Moya-Anegón, F. (2010). A new approach to the metric of journals’ scientific prestige: The SJR indicator. Journal of Informetrics, 4(3), 379–391.
16. Guimerà, R., & Sales-Pardo, M. (2009). Missing and spurious interactions and the reconstruction of complex networks. Proceedings of the National Academy of Sciences, 106(52), 22073–22078.
17. Ioannidis, J. P. (2015). A generalized view of self-citation: Direct, co-author, collaborative, and coercive induced self-citation. Journal of Psychosomatic Research, 78(1), 7–11.
18. Lü, L., & Zhou, T. (2011). Link prediction in complex networks: A survey. Physica A: Statistical Mechanics and its Applications, 390(6), 1150–1170.
19. Ma, N., Guan, J., & Zhao, Y. (2008). Bringing PageRank to the citation analysis. Information Processing and Management, 44(2), 800–810.
20. Maslov, S., & Redner, S. (2008). Promise and pitfalls of extending Google’s PageRank algorithm to citation networks. The Journal of Neuroscience, 28(44), 11103–11105.
21. Nykl, M., Ježek, K., Fiala, D., & Dostal, M. (2014). PageRank variants in the evaluation of citation networks. Journal of Informetrics, 8(3), 683–692.
22. Perron, O. (1907). Zur theorie der matrices. Mathematische Annalen, 64(2), 248–263.
23. Radicchi, F., Fortunato, S., & Castellano, C. (2008). Universality of citation distributions: Toward an objective measure of scientific impact. Proceedings of the National Academy of Sciences, 105(45), 17268–17272.
24. Radicchi, F., Fortunato, S., Markines, B., & Vespignani, A. (2009). Diffusion of scientific credits and the ranking of scientists. Physical Review E, 80(5), 056103.
25. Sorzano, C. O. S., Vargas, J., Caffarena-Fernández, G., & Iriarte, A. (2014). Comparing scientific performance among equals. Scientometrics, 101(3), 1731–1745.
26. Su, C., Pan, Y., Zhen, Y., Ma, Z., Yuan, J., Guo, H., et al. (2011). PrestigeRank: A new evaluation method for papers and journals. Journal of Informetrics, 5(1), 1–13.
27. Walker, D., Xie, H., Yan, K. K., & Maslov, S. (2007). Ranking scientific publications using a model of network traffic. Journal of Statistical Mechanics: Theory and Experiment, 2007(06), P06010.
28. Yan, E. (2014). Topic-based PageRank: Toward a topic-level scientific evaluation. Scientometrics, 100(2), 407–437.
29. Yan, E., & Ding, Y. (2011). Discovering author impact: A PageRank perspective. Information processing and management, 47(1), 125–134.
30. Yao, L., Wei, T., Zeng, A., Fan, Y., & Di, Z. (2014). Ranking scientific publications: The effect of nonlinearity. Scientific Reports, 4, 6663.
31. Zeng, A., & Cimini, G. (2012). Removing spurious interactions in complex networks. Physical Review E, 85(3), 036101.