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    » Structural Topic Model for Latent Topical Structure Analysis
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    NIPS
    2007
    178views Information Technology» more  NIPS 2007»
    Supervised Topic Models
    13 years 10 months ago
    Supervised Topic Models
    Download  www.cs.princeton.edu
    We introduce supervised latent Dirichlet allocation (sLDA), a statistical model of labelled documents. The model accommodates a variety of response types. We derive a maximum-like...
    David M. Blei, Jon D. McAuliffe
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    JCDL
    2006
    ACM
    159views Education» more  JCDL 2006»
    Bibliometric impact measures leveraging topic analysis
    14 years 2 months ago
    Bibliometric impact measures leveraging topic analysis
    Download  www.cs.umass.edu
    Measurements of the impact and history of research literature provide a useful complement to scientific digital library collections. Bibliometric indicators have been extensively...
    Gideon S. Mann, David M. Mimno, Andrew McCallum
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    SIGCSE
    2006
    ACM
    140views Education» more  SIGCSE 2006»
    Using market basket analysis to integrate and motivate topics in discrete structures
    14 years 2 months ago
    Using market basket analysis to integrate and motivate topics in discrete structures
    Download  www.cs.uwec.edu
    Michael R. Wick, Paul J. Wagner
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    NIPS
    2007
    166views Information Technology» more  NIPS 2007»
    Spatial Latent Dirichlet Allocation
    13 years 10 months ago
    Spatial Latent Dirichlet Allocation
    Download  books.nips.cc
    In recent years, the language model Latent Dirichlet Allocation (LDA), which clusters co-occurring words into topics, has been widely applied in the computer vision field. Howeve...
    Xiaogang Wang, Eric Grimson
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    ICSM
    2009
    IEEE
    133views Software Engineering» more  ICSM 2009»
    What's hot and what's not: Windowed developer topic analysis
    14 years 3 months ago
    What's hot and what's not: Windowed developer topic analysis
    Download  plg.uwaterloo.ca
    As development on a software project progresses, developers shift their focus between different topics and tasks many times. Managers and newcomer developers often seek ways of un...
    Abram Hindle, Michael W. Godfrey, Richard C. Holt
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