Finding scientific gems with Google’s PageRank algorithm

Journal of Informetrics - Tập 1 - Trang 8-15 - 2007
P. Chen1, H. Xie2,3, S. Maslov3, S. Redner1
1Center for Polymer Studies and Department of Physics, Boston University, Boston, MA 02215, United States
2New Media Lab, The Graduate Center, CUNY, New York, NY 10016, United States
3Department of Condensed Matter Physics and Materials Science, Brookhaven National Laboratory, Upton, NY 11973, United States

Tài liệu tham khảo

Bollen, 2006, Journal status, Scientometrics, 69, 669, 10.1007/s11192-006-0176-z Bonacich, 1972, Factoring and weighting approaches to status scores and clique identification, Journal of Mathematical Sociology, 2, 113, 10.1080/0022250X.1972.9989806 Bonacich, 1987, Power and centrality: A family of measures, American Journal of Sociology, 92, 1170, 10.1086/228631 Brin, 1988, The anatomy of a large-scale hypertextual web search engine, Computer Networks and ISDN Systems, 30, 107, 10.1016/S0169-7552(98)00110-X Fortunato, S., Boguna, M., Flammini, A., & Menczer, F. How to make the top ten: Approximating PageRank from in-degree. Cs.IR/0511016. Fortunato, 2006, Scale-free network growth by ranking, Physics Review Letters, 96, 218701, 10.1103/PhysRevLett.96.218701 Kleinberg, 1999, Authoritative sources in a hyperlinked environment, Journal of the ACM, 46, 604, 10.1145/324133.324140 Laherrère, 1998, Stretched exponential distributions in nature and economy: “Fat tails” with characteristic scales, European Physical Journal B, 2, 525, 10.1007/s100510050276 Price, 1965, Networks of Scientific Papers, Science, 149, 510, 10.1126/science.149.3683.510 Price, 1976, A general theory of bibliometric and other cumulative advantage processes, Journal of the American Society for Information Science, 27, 292, 10.1002/asi.4630270505 Redner, 1998, How popular is your paper? An empirical study of the citation distribution, European Physical Journal B, 4, 131, 10.1007/s100510050359 Redner, 2005, Citation statistics from more than a century of physical review, Physics Today, 58, 49, 10.1063/1.1996475 Xie, H., Walker, D., Yan, K.-K, Maslov, S., & Redner, S. (in preparation). Ranking scientific publications using a simple model of network traffic.