메뉴 건너뛰기




Volumn 100, Issue 3, 2014, Pages 767-786

Clustering scientific documents with topic modeling

Author keywords

Atent dirichlet allocation; Text analysis; Topic modeling

Indexed keywords


EID: 84906048744     PISSN: 01389130     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11192-014-1321-8     Document Type: Article
Times cited : (207)

References (29)
  • 2
    • 84864066426 scopus 로고    scopus 로고
    • Correlated topic models
    • Y. Weiss, B. Schölkopf, and J. Platt (Eds.), Cambridge: MIT Press
    • Blei, D., & Lafferty, J. (2006a). Correlated topic models. In Y. Weiss, B. Schölkopf, & J. Platt (Eds.), Advances in neural information processing systems 18 (pp. 147-154). Cambridge: MIT Press.
    • (2006) Advances in Neural Information Processing Systems 18 , pp. 147-154
    • Blei, D.1    Lafferty, J.2
  • 3
    • 8644225400 scopus 로고    scopus 로고
    • Hierarchical topic models and the nested chinese restaurant process
    • S. Thrun, L. Saul, B. Schölkopf (Eds.), Cambridge: MIT Press
    • Blei, D., Griffiths, T. L., Jordan, M. I., Tenenbaum, J. B., et al. (2004). Hierarchical topic models and the nested chinese restaurant process. In S. Thrun, L. Saul, & B. Schölkopf (Eds.), Advances in neural information processing systems 16. Cambridge: MIT Press.
    • (2004) Advances in Neural Information Processing Systems 16
    • Blei, D.1    Griffiths, T.L.2    Jordan, M.I.3    Tenenbaum, J.B.4
  • 9
    • 33748074153 scopus 로고    scopus 로고
    • Forecasting emerging technologies: Use of bibliometrics and patent analysis
    • Daim, T., Rueda, G., Martin, H., & Gerdsri, P. (2006). Forecasting emerging technologies: Use of bibliometrics and patent analysis. Technological Forecasting & Social Change, 73(8), 981-1012.
    • (2006) Technological Forecasting & Social Change , vol.73 , Issue.8 , pp. 981-1012
    • Daim, T.1    Rueda, G.2    Martin, H.3    Gerdsri, P.4
  • 11
    • 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 121.
    • (2012) Scientometrics , vol.121
    • Ferrara, A.1    Salini, S.2
  • 12
    • 21244439565 scopus 로고    scopus 로고
    • Combining full-text analysis and bibliometric indicators. A pilot study
    • Glenisson, P., Glnzel, W., & Persson, O. (2005). Combining full-text analysis and bibliometric indicators. A pilot study. Scientometrics, 63(1), 163-180.
    • (2005) Scientometrics , vol.63 , Issue.1 , pp. 163-180
    • Glenisson, P.1    Glnzel, W.2    Persson, O.3
  • 14
    • 79961227421 scopus 로고    scopus 로고
    • Topicmodels: An R package for fitting topic models
    • Grün, B., & Hornik, K. (2011). Topicmodels: An R package for fitting topic models. Journal of Statistical Software, 40(13), 130.
    • (2011) Journal of Statistical Software , vol.40 , Issue.13 , pp. 130
    • Grün, B.1    Hornik, K.2
  • 19
    • 85015487944 scopus 로고    scopus 로고
    • Visualizing and comparing four facets of scholarly communication: producers, artifacts, concepts, and gatekeepers
    • Ni, C., Sugimoto, C., & Cronin, B. (2012). Visualizing and comparing four facets of scholarly communication: producers, artifacts, concepts, and gatekeepers. Scientometrics pp. 1-13.
    • (2012) Scientometrics , pp. 1-13
    • Ni, C.1    Sugimoto, C.2    Cronin, B.3
  • 22
    • 84879511375 scopus 로고    scopus 로고
    • Analysis of technological progression by quantitative measures: A comparison of two technologies
    • Suominen, A. (2013). Analysis of technological progression by quantitative measures: A comparison of two technologies. Technology Analysis & Strategic Management, 25(6), 687-706.
    • (2013) Technology Analysis & Strategic Management , vol.25 , Issue.6 , pp. 687-706
    • Suominen, A.1
  • 27
    • 84855538524 scopus 로고    scopus 로고
    • Overlaying communities and topics: An analysis on publication networks
    • Yan, E., Ding, Y., & Jacob, E. K. (2012). Overlaying communities and topics: An analysis on publication networks. Scientometrics pp. 1-15.
    • (2012) Scientometrics , pp. 1-15
    • Yan, E.1    Ding, Y.2    Jacob, E.K.3
  • 29
    • 84900551843 scopus 로고    scopus 로고
    • "Term clumping" for technical intelligence: A case study on dye-sensitized solar cells
    • doi: 10. 1016/j. techfore. 2013. 12. 019
    • Zhang, Y., Porter, A. L., Hu, Z., Guo, Y., & Newman, N. C. (2014). "Term clumping" for technical intelligence: A case study on dye-sensitized solar cells. Technological Forecasting and Social Change. doi: 10. 1016/j. techfore. 2013. 12. 019.
    • (2014) Technological Forecasting and Social Change
    • Zhang, Y.1    Porter, A.L.2    Hu, Z.3    Guo, Y.4    Newman, N.C.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.