메뉴 건너뛰기




Volumn , Issue , 2011, Pages 337-346

A word at a time: Computing word relatedness using temporal semantic analysis

Author keywords

Semantic analysis; Semantic similarity; Temporal dynamics; Temporal semantics; Word relatedness

Indexed keywords

EMPIRICAL EVALUATIONS; EXPLICIT SEMANTIC ANALYSIS; LANGUAGE RESOURCES; SEMANTIC ANALYSIS; SEMANTIC RELATEDNESS; SEMANTIC SIMILARITY; STATE OF THE ART; STATE-OF-THE-ART METHODS; TEMPORAL ASPECTS; TEMPORAL DYNAMICS; WORD RELATEDNESS;

EID: 83055177107     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1963405.1963455     Document Type: Conference Paper
Times cited : (434)

References (39)
  • 3
    • 84880822333 scopus 로고    scopus 로고
    • Extended gloss overlaps as a measure of semantic relatedness
    • Satanjeev Banerjee and Ted Pedersen. Extended gloss overlaps as a measure of semantic relatedness. In IJCAI, pages 805-810, 2003.
    • (2003) IJCAI , pp. 805-810
    • Banerjee, S.1    Pedersen, T.2
  • 4
    • 33846401788 scopus 로고    scopus 로고
    • Temporal analysis of a very large topically categorized web query log
    • S.M. Beitzel, E.C. Jensen, A. Chowdhury, O. Frieder, and D. Grossman. Temporal analysis of a very large topically categorized web query log. JASIST, 58(2):166-178, 2007.
    • (2007) JASIST , vol.58 , Issue.2 , pp. 166-178
    • Beitzel, S.M.1    Jensen, E.C.2    Chowdhury, A.3    Frieder, O.4    Grossman, D.5
  • 7
    • 33646760990 scopus 로고    scopus 로고
    • Evaluating wordnet-based measures of lexical semantic relatedness
    • Alexander Budanitsky and Graeme Hirst. Evaluating wordnet-based measures of lexical semantic relatedness. Computational Linguistics, 32(1):13-47, 2006.
    • (2006) Computational Linguistics , vol.32 , Issue.1 , pp. 13-47
    • Budanitsky, A.1    Hirst, G.2
  • 8
    • 33646695921 scopus 로고    scopus 로고
    • Semantic similarity between search engine queries using temporal correlation
    • S. Chien and N. Immorlica. Semantic similarity between search engine queries using temporal correlation. In WWW, pages 2-11, 2005.
    • (2005) WWW , pp. 2-11
    • Chien, S.1    Immorlica, N.2
  • 9
    • 0032633485 scopus 로고    scopus 로고
    • Similarity-based models of word cooccurrence probabilities
    • Ido Dagan, Lillian Lee, and Fernando C. N. Pereira. Similarity-based models of word cooccurrence probabilities. Machine Learning, 34(1-3):43-69, 1999.
    • (1999) Machine Learning , vol.34 , Issue.1-3 , pp. 43-69
    • Dagan, I.1    Lee, L.2    Pereira, F.C.N.3
  • 11
    • 77954075116 scopus 로고    scopus 로고
    • Linear time series models for term weighting in information retrieval
    • Miles Efron. Linear time series models for term weighting in information retrieval. JASIST, 6(7):1299-1312, 2010.
    • (2010) JASIST , vol.6 , Issue.7 , pp. 1299-1312
    • Efron, M.1
  • 12
    • 77950901611 scopus 로고    scopus 로고
    • Leveraging temporal dynamics of document content in relevance ranking
    • J.L. Elsas and S.T. Dumais. Leveraging temporal dynamics of document content in relevance ranking. In WSDM, 2010.
    • (2010) WSDM
    • Elsas, J.L.1    Dumais, S.T.2
  • 15
    • 19944380801 scopus 로고    scopus 로고
    • Newsjunkie: Providing personalized newsfeeds via analysis of information novelty
    • Evgeniy Gabrilovich, Susan Dumais, and Eric Horvitz. Newsjunkie: providing personalized newsfeeds via analysis of information novelty. In WWW, pages 482-490, 2004.
    • (2004) WWW , pp. 482-490
    • Gabrilovich, E.1    Dumais, S.2    Horvitz, E.3
  • 16
    • 84880915872 scopus 로고    scopus 로고
    • Computing semantic relatedness using wikipedia-based explicit semantic analysis
    • Evgeniy Gabrilovich and Shaul Markovitch. Computing semantic relatedness using wikipedia-based explicit semantic analysis. In IJCAI, pages 1606-1611, 2007.
    • (2007) IJCAI , pp. 1606-1611
    • Gabrilovich, E.1    Markovitch, S.2
  • 17
    • 16344384187 scopus 로고
    • SEXTANT: Exploring unexplored contexts for semantic extraction from syntactic analysis
    • Gregory Grefenstette. SEXTANT: Exploring unexplored contexts for semantic extraction from syntactic analysis. In ACL'92, pages 324-326, 1992.
    • (1992) ACL'92 , pp. 324-326
    • Grefenstette, G.1
  • 19
    • 74549161572 scopus 로고    scopus 로고
    • Compact full-text indexing of versioned document collections
    • Jinru He, Hao Yan, and Torsten Suel. Compact full-text indexing of versioned document collections. In CIKM, pages 415-424, 2009.
    • (2009) CIKM , pp. 415-424
    • He, J.1    Yan, H.2    Suel, T.3
  • 21
    • 85087282802 scopus 로고    scopus 로고
    • Semantic similarity based on corpus statistics and lexical taxonomy
    • Jay J. Jiang and David W. Conrath. Semantic similarity based on corpus statistics and lexical taxonomy. In ROCLING'97, pages 57-63, 1997.
    • (1997) ROCLING'97 , pp. 57-63
    • Jiang, J.J.1    Conrath, D.W.2
  • 22
    • 84880488760 scopus 로고    scopus 로고
    • On the bursty evolution of blogspace
    • Ravi Kumar, Jasmine Novak, Prabhakar Raghavan, and Andrew Tomkins. On the bursty evolution of blogspace. In WWW, 2003.
    • (2003) WWW
    • Kumar, R.1    Novak, J.2    Raghavan, P.3    Tomkins, A.4
  • 23
    • 85149114506 scopus 로고    scopus 로고
    • Measures of distributional similarity
    • Lillian Lee. Measures of distributional similarity. In ACL, pages 25-32, 1999.
    • (1999) ACL , pp. 25-32
    • Lee, L.1
  • 24
    • 0005180705 scopus 로고    scopus 로고
    • An information-theoretic definition of word similarity
    • Dekang Lin. An information-theoretic definition of word similarity. In ICML'98, pages 296-304, 1998.
    • (1998) ICML'98 , pp. 296-304
    • Lin, D.1
  • 25
    • 3142717571 scopus 로고    scopus 로고
    • Identifying similarities, periodicities and bursts for online search queries
    • Z. Vagena M. Vlachos, C. Meek and D. Gunopulos. Identifying similarities, periodicities and bursts for online search queries. In SIGMOD, 2004.
    • (2004) SIGMOD
    • Vlachos, Z.1    Vlachos, M.2    Meek, C.3    Gunopulos, D.4
  • 26
    • 37149041412 scopus 로고    scopus 로고
    • Similarity measures for short segments of text
    • Donald Metzler, Susan Dumais, and Christopher Meek. Similarity measures for short segments of text. In Advances in Information Retrieval, volume 4425, pages 16-27. 2007.
    • (2007) Advances in Information Retrieval , vol.4425 , pp. 16-27
    • Metzler, D.1    Dumais, S.2    Meek, C.3
  • 27
    • 57349141405 scopus 로고    scopus 로고
    • Recrawl scheduling based on information longevity
    • Christopher Olston and Sandeep Pandey. Recrawl scheduling based on information longevity. In WWW, 2008.
    • (2008) WWW
    • Olston, C.1    Pandey, S.2
  • 28
    • 0002016474 scopus 로고    scopus 로고
    • Semantic similarity in a taxonomy: An information-based measure and its application to problems of ambiguity in natural language
    • Philip Resnik. Semantic similarity in a taxonomy: An information-based measure and its application to problems of ambiguity in natural language. Journal of Artificial Intelligence Research, 11:95-130, 1999.
    • (1999) Journal of Artificial Intelligence Research , vol.11 , pp. 95-130
    • Resnik, P.1
  • 30
    • 34250638291 scopus 로고    scopus 로고
    • A web-based kernel function for measuring the similarity of short text snippets
    • Mehran Sahami and Timothy Heilman. A web-based kernel function for measuring the similarity of short text snippets. In WWW, pages 377-386, 2006.
    • (2006) WWW , pp. 377-386
    • Sahami, M.1    Heilman, T.2
  • 31
    • 80053360508 scopus 로고    scopus 로고
    • Cheap and fast|but is it good?: Evaluating non-expert annotations for natural language tasks
    • R. Snow, B. O'Connor, D. Jurafsky, and A.Y. Ng. Cheap and fast|but is it good?: evaluating non-expert annotations for natural language tasks. In EMNLP.
    • EMNLP
    • Snow, R.1    O'Connor, B.2    Jurafsky, D.3    Ng, A.Y.4
  • 32
    • 33750738051 scopus 로고    scopus 로고
    • WikiRelate! Computing semantic relatedness using Wikipedia
    • Michael Strube and Simon Paolo Ponzetto. WikiRelate! Computing semantic relatedness using Wikipedia. In AAAI'06, pages 1419-1424, 2006.
    • (2006) AAAI'06 , pp. 1419-1424
    • Strube, M.1    Ponzetto, S.P.2
  • 33
    • 0036211177 scopus 로고    scopus 로고
    • Discovering similar multidimensional trajectories
    • M. Vlachos, D. Gunopoulos, and G. Kollios. Discovering similar multidimensional trajectories. In ICDE, 2002.
    • (2002) ICDE
    • Vlachos, M.1    Gunopoulos, D.2    Kollios, G.3
  • 34
    • 36849036336 scopus 로고    scopus 로고
    • Mining correlated bursty topic patterns from coordinated text streams
    • ACM
    • X. Wang, C.X. Zhai, X. Hu, and R. Sproat. Mining correlated bursty topic patterns from coordinated text streams. In KDD, page 793. ACM, 2007.
    • (2007) KDD , pp. 793
    • Wang, X.1    Zhai, C.X.2    Hu, X.3    Sproat, R.4
  • 35
    • 84868691102 scopus 로고    scopus 로고
    • Wikiwalk: Random walks on wikipedia for semantic relatedness
    • Eric Yeh, Daniel Ramage, Christopher D. Manning, Eneko Agirre, and Aitor Soroa. Wikiwalk: Random walks on wikipedia for semantic relatedness. In TextGraphs Workshop, pages 41-49, 2009.
    • (2009) TextGraphs Workshop , pp. 41-49
    • Yeh, E.1    Ramage, D.2    Manning, C.D.3    Agirre, E.4    Soroa, A.5
  • 36
    • 70549096442 scopus 로고    scopus 로고
    • Using wiktionary for computing semantic relatedness
    • T. Zesch, C.Müller, and I. Gurevych. Using wiktionary for computing semantic relatedness. In AAAI, 2008.
    • (2008) AAAI
    • Zesch, T.1    Müller, C.2    Gurevych, I.3
  • 37
    • 77953618137 scopus 로고    scopus 로고
    • Wisdom of crowds versus wisdom of linguists - measuring the semantic relatedness of words
    • Torsten Zesch and Iryna Gurevych. Wisdom of crowds versus wisdom of linguists - measuring the semantic relatedness of words. Journal of Natural Language Engineering., 16(01):25-59, 2010.
    • (2010) Journal of Natural Language Engineering , vol.16 , Issue.1 , pp. 25-59
    • Zesch, T.1    Gurevych, I.2
  • 38
    • 35348858153 scopus 로고    scopus 로고
    • Efficient search in large textual collections with redundancy
    • Jiangong Zhang and Torsten Suel. Efficient search in large textual collections with redundancy. In WWW, 2007.
    • (2007) WWW
    • Zhang, J.1    Suel, T.2
  • 39
    • 34250629719 scopus 로고    scopus 로고
    • Time-dependent semantic similarity measure of queries using historical click-through data
    • Qiankun Zhao, Steven C. H. Hoi, and Tie yan Liu. Time-dependent semantic similarity measure of queries using historical click-through data. In WWW, 2006.
    • (2006) WWW
    • Zhao, Q.1    Hoi, S.C.H.2    Liu, T.Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.