Entry Liu:2011:UBR from talip.bib

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BibTeX entry

@Article{Liu:2011:UBR,
  author =       "Zhiyuan Liu and Yabin Zheng and Lixing Xie and Maosong
                 Sun and Liyun Ru and Yang Zhang",
  title =        "User Behaviors in Related Word Retrieval and New Word
                 Detection: a Collaborative Perspective",
  journal =      j-TALIP,
  volume =       "10",
  number =       "4",
  pages =        "20:1--20:??",
  month =        dec,
  year =         "2011",
  CODEN =        "????",
  DOI =          "https://doi.org/10.1145/2025384.2025388",
  ISSN =         "1530-0226 (print), 1558-3430 (electronic)",
  ISSN-L =       "1530-0226",
  bibdate =      "Thu Dec 15 09:23:26 MST 2011",
  bibsource =    "http://portal.acm.org/;
                 http://www.math.utah.edu/pub/tex/bib/talip.bib",
  abstract =     "Nowadays, user behavior analysis and collaborative
                 filtering have drawn a large body of research in the
                 machine learning community. The goal is either to
                 enhance the user experience or discover useful
                 information hidden in the data. In this article, we
                 conduct extensive experiments on a Chinese input method
                 data set, which keeps the word lists that users have
                 used. Then, from the collaborative perspective, we aim
                 to solve two tasks in natural language processing, that
                 is, related word retrieval and new word detection.
                 Motivated by the observation that two words are usually
                 highly related to each other if they co-occur
                 frequently in users' records, we propose a novel
                 semantic relatedness measure between words that takes
                 both user behaviors and collaborative filtering into
                 consideration.",
  acknowledgement = ack-nhfb,
  articleno =    "20",
  fjournal =     "ACM Transactions on Asian Language Information
                 Processing",
  journal-URL =  "http://portal.acm.org/browse_dl.cfm?&idx=J820",
}

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