메뉴 건너뛰기




Volumn 103, Issue 2, 2015, Pages 413-433

A decade of research in statistics: a topic model approach

Author keywords

Clustering; Probabilistic topic models; Scientometrics; Text mining

Indexed keywords


EID: 84936928849     PISSN: 01389130     EISSN: 15882861     Source Type: Journal    
DOI: 10.1007/s11192-015-1554-1     Document Type: Article
Times cited : (59)

References (17)
  • 1
    • 84861170800 scopus 로고    scopus 로고
    • Probabilistic topic models
    • Blei, D. M. (2012). Probabilistic topic models. Communications of the ACM, 55(4), 77–84.
    • (2012) Communications of the ACM , vol.55 , Issue.4 , pp. 77-84
    • Blei, D.M.1
  • 4
    • 84869171742 scopus 로고    scopus 로고
    • Ten challenges in modeling bibliographic data for bibliometric analysis
    • Ferrara, A., & Salini, S. (2012). Ten challenges in modeling bibliographic data for bibliometric analysis. Scientometrics, 93, 765–787.
    • (2012) Scientometrics , vol.93 , pp. 765-787
    • Ferrara, A.1    Salini, S.2
  • 5
    • 0031283650 scopus 로고    scopus 로고
    • Statistics on statistics: Measuring research productivity by journal publications between 1985 and 1995
    • Genest, C. (1997). Statistics on statistics: Measuring research productivity by journal publications between 1985 and 1995. The Canadian Journal of Statistics, 25(4), 427–433.
    • (1997) The Canadian Journal of Statistics , vol.25 , Issue.4 , pp. 427-433
    • Genest, C.1
  • 6
    • 0033442805 scopus 로고    scopus 로고
    • Probability and statistics: A tale of two worlds?
    • Genest, C. (1999). Probability and statistics: A tale of two worlds? The Canadian Journal of Statistics, 27(2), 421–444.
    • (1999) The Canadian Journal of Statistics , vol.27 , Issue.2 , pp. 421-444
    • Genest, C.1
  • 7
    • 0036622693 scopus 로고    scopus 로고
    • Worldwide research output in probability and statistics: An update
    • Genest, C. (2002). Worldwide research output in probability and statistics: An update. The Canadian Journal of Statistics, 30(2), 329–342.
    • (2002) The Canadian Journal of Statistics , vol.30 , Issue.2 , pp. 329-342
    • Genest, C.1
  • 8
    • 79961227421 scopus 로고    scopus 로고
    • Topicsmodels: An R package for fitting topic models
    • Grün, B., & Hornik, K. (2011). Topicsmodels: An R package for fitting topic models. Journal of Statistical Software, 40(13), 1–30.
    • (2011) Journal of Statistical Software , vol.40 , Issue.13
    • Grün, B.1    Hornik, K.2
  • 9
    • 32044455299 scopus 로고    scopus 로고
    • Power-law distributions for the citation index of scientific publications and scientists
    • Gupta, H. M., Campahna, J. R., & Pesce, R. A. G. (2005). Power-law distributions for the citation index of scientific publications and scientists. Brazilian Journal of Physics, 35(4A), 981–986.
    • (2005) Brazilian Journal of Physics , vol.35 , Issue.4A , pp. 981-986
    • Gupta, H.M.1    Campahna, J.R.2    Pesce, R.A.G.3
  • 10
    • 80053347311 scopus 로고    scopus 로고
    • Hall, D., Jurafsky, D., & Manning, C. (2008). Studying the history of ideas using topic models. In proceedings of the conference on empirical methods in natural language processing (pp. 363–371). Honolulu, Hawaii: Association for Computational Linguistics
    • Hall, D., Jurafsky, D., & Manning, C. (2008). Studying the history of ideas using topic models. In proceedings of the conference on empirical methods in natural language processing (pp. 363–371). Honolulu, Hawaii: Association for Computational Linguistics.
  • 12
    • 80053227736 scopus 로고    scopus 로고
    • Bayesian checking for topic models. In proceedings of the conference on empirical methods in natural language processing
    • Mimno, D., & Blei, D. (2011). Bayesian checking for topic models. In proceedings of the conference on empirical methods in natural language processing. Association for Computational Linguistics, 227–237.
    • (2011) Association for Computational Linguistics , pp. 227-237
    • Mimno, D.1    Blei, D.2
  • 13
    • 84936928583 scopus 로고    scopus 로고
    • Newman, M. E. J. (2006). Power laws, Pareto distribution and Zipf’s law. In
    • Newman, M. E. J. (2006). Power laws, Pareto distribution and Zipf’s law. In arXiv:cond-mat/0412004v3.
  • 14
  • 15
    • 79960996849 scopus 로고    scopus 로고
    • Identifying key statistical papers from 1985 to 2002 using citation data for applied biostatisticians
    • Schell, M. J. (2010). Identifying key statistical papers from 1985 to 2002 using citation data for applied biostatisticians. The American Statistician, 64(4), 310–317.
    • (2010) The American Statistician , vol.64 , Issue.4 , pp. 310-317
    • Schell, M.J.1
  • 17
    • 33847463005 scopus 로고
    • Citation patterns in the journals of statistics and probability
    • Stigler, S. (1994). Citation patterns in the journals of statistics and probability. Statistical Science, 9(1), 94–108.
    • (1994) Statistical Science , vol.9 , Issue.1 , pp. 94-108
    • Stigler, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.