메뉴 건너뛰기




Volumn 44, Issue 3, 2012, Pages 656-674

Visualizing multiple word similarity measures

Author keywords

Corpus based models; Latent semantic analysis; Semantic similarity space; Visualization

Indexed keywords

ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPUTER GRAPHICS; COMPUTER INTERFACE; COMPUTER PROGRAM; HUMAN; SEMANTICS; STATISTICAL MODEL;

EID: 84865655891     PISSN: 1554351X     EISSN: 15543528     Source Type: Journal    
DOI: 10.3758/s13428-012-0236-7     Document Type: Article
Times cited : (11)

References (70)
  • 1
    • 67651176167 scopus 로고    scopus 로고
    • Integrating experiential and distributional data to learn semantic representations
    • doi:10.1037/a0016261
    • Andrews, M., Vigliocco, G., & Vinson, D. (2009). Integrating experiential and distributional data to learn semantic representations. Psychological Review, 116, 463-498. doi: 10. 1037/a0016261.
    • (2009) Psychological Review , vol.116 , pp. 463-498
    • Andrews, M.1    Vigliocco, G.2    Vinson, D.3
  • 2
    • 0001513285 scopus 로고
    • Depth of automatic spreading activation: Mediated priming effects in pronunciation but not in lexical decision
    • doi:10.1037/0278-7393.12.3.336
    • Balota, D. A., & Lorch, R. F. (1986). Depth of automatic spreading activation: Mediated priming effects in pronunciation but not in lexical decision. Journal of Experimental Psychology: Learning, Memory, and Cognition, 12, 336-345. doi: 10. 1037/0278-7393. 12. 3. 336.
    • (1986) Journal of Experimental Psychology: Learning, Memory, and Cognition , vol.12 , pp. 336-345
    • Balota, D.A.1    Lorch, R.F.2
  • 3
    • 78650686637 scopus 로고    scopus 로고
    • Distributional memory: A general framework for corpus-based semantics
    • doi:10.1162/coli_a_00016
    • Baroni, M., & Lenci, A. (2010). Distributional memory: A general framework for corpus-based semantics. Computational Linguistics, 36, 673-721. doi: 10. 1162/coli_a_00016.
    • (2010) Computational Linguistics , vol.36 , pp. 673-721
    • Baroni, M.1    Lenci, A.2
  • 4
    • 59649117622 scopus 로고    scopus 로고
    • Grounding symbolic operations in the brain's modal systems
    • G. R. Sermin and E. R. Smith (Eds.), New York: Cambridge University Press
    • Barsalou, L. W. (2008). Grounding symbolic operations in the brain's modal systems. In G. R. Sermin & E. R. Smith (Eds.), Embodied grounding: Social, cognitive, affective, and neuroscientific approaches (pp. 9-42). New York: Cambridge University Press.
    • (2008) Embodied Grounding: Social, Cognitive, Affective, and Neuroscientific Approaches , pp. 9-42
    • Barsalou, L.W.1
  • 5
    • 0041574751 scopus 로고
    • Category norms of verbal items in 56 categories: A replication and extension of the Connecticut category norms
    • doi:10.1037/h0027577
    • Battig, W. F., & Montague, W. E. (1969). Category norms of verbal items in 56 categories: A replication and extension of the Connecticut category norms. Journal of Experimental Psychology, 80(3, Pt. 2), 1-46. doi: 10. 1037/h0027577.
    • (1969) Journal of Experimental Psychology , vol.80 , Issue.3 Pt 2 , pp. 1-46
    • Battig, W.F.1    Montague, W.E.2
  • 7
    • 34948854265 scopus 로고    scopus 로고
    • Extracting semantic representations from word co-occurrence statistics: A computational study
    • doi:10.3758/BF03193020
    • Bullinaria, J. A., & Levy, J. P. (2007). Extracting semantic representations from word co-occurrence statistics: A computational study. Behavior Research Methods, 39, 510-526. doi: 10. 3758/BF03193020.
    • (2007) Behavior Research Methods , vol.39 , pp. 510-526
    • Bullinaria, J.A.1    Levy, J.P.2
  • 11
    • 26444565569 scopus 로고
    • Finding structure in time
    • doi:10.1207/s15516709cog1402_1
    • Elman, J. L. (1990). Finding structure in time. Cognitive Science, 14, 179-211. doi: 10. 1207/s15516709cog1402_1.
    • (1990) Cognitive Science , vol.14 , pp. 179-211
    • Elman, J.L.1
  • 15
    • 0012736491 scopus 로고    scopus 로고
    • Information visualization
    • Gershon, N., Eick, S. G., & Card, S. (1998). Information visualization. Interactions, 5(2), 9-15.
    • (1998) Interactions , vol.5 , Issue.2 , pp. 9-15
    • Gershon, N.1    Eick, S.G.2    Card, S.3
  • 19
    • 34248560792 scopus 로고    scopus 로고
    • Topics in semantic representation
    • doi:10.1037/0033-295X.114.2.211
    • Griffiths, T. L., Steyvers, M., & Tenenbaum, J. B. (2007). Topics in semantic representation. Psychological Review, 114, 211-244. doi: 10. 1037/0033-295X. 114. 2. 211.
    • (2007) Psychological Review , vol.114 , pp. 211-244
    • Griffiths, T.L.1    Steyvers, M.2    Tenenbaum, J.B.3
  • 21
    • 79953710829 scopus 로고    scopus 로고
    • Exploring media bias with semantic analysis tools: Validation of the Contrast Analysis of Semantic Similarity (CASS)
    • doi:10.3758/s13428-010-0026-z
    • Holtzman, N. S., Schott, J. P., Jones, M. N., Balota, D. A., & Yarkoni, T. (2011). Exploring media bias with semantic analysis tools: Validation of the Contrast Analysis of Semantic Similarity (CASS). Behavior Research Methods, 43, 193-200. doi: 10. 3758/s13428-010-0026-z.
    • (2011) Behavior Research Methods , vol.43 , pp. 193-200
    • Holtzman, N.S.1    Schott, J.P.2    Jones, M.N.3    Balota, D.A.4    Yarkoni, T.5
  • 25
    • 78149443583 scopus 로고    scopus 로고
    • Evaluating the random representation assumption of lexical semantics in cognitive models
    • doi:10.3758/PBR.17.5.662
    • Johns, B. T., & Jones, M. N. (2010). Evaluating the random representation assumption of lexical semantics in cognitive models. Psychonomic Bulletin & Review, 17, 662-672. doi: 10. 3758/PBR. 17. 5. 662.
    • (2010) Psychonomic Bulletin & Review , vol.17 , pp. 662-672
    • Johns, B.T.1    Jones, M.N.2
  • 26
    • 33846292907 scopus 로고    scopus 로고
    • Representing word meaning and order information in a composite holographic lexicon
    • doi:10.1037/0033-295X.114.1.1
    • Jones, M. N., & Mewhort, D. J. K. (2007). Representing word meaning and order information in a composite holographic lexicon. Psychological Review, 114, 1-37. doi: 10. 1037/0033-295X. 114. 1. 1.
    • (2007) Psychological Review , vol.114 , pp. 1-37
    • Jones, M.N.1    Mewhort, D.J.K.2
  • 27
    • 80052861485 scopus 로고    scopus 로고
    • You can't wear a coat rack: A binding framework to avoid illusory feature migrations in perceptually grounded semantic models
    • S. Ohlsson and R. Catrambone (Eds.), Austin: Cognitive Science Society
    • Jones, M. N., & Recchia, G. L. (2010). You can't wear a coat rack: A binding framework to avoid illusory feature migrations in perceptually grounded semantic models. In S. Ohlsson & R. Catrambone (Eds.), Proceedings of the 32nd Annual Meeting of the Cognitive Science Society (pp. 877-882). Austin: Cognitive Science Society.
    • (2010) Proceedings of the 32nd Annual Meeting of the Cognitive Science Society , pp. 877-882
    • Jones, M.N.1    Recchia, G.L.2
  • 30
    • 84855521756 scopus 로고    scopus 로고
    • The S-Space package: An open source package for word space models
    • Washington, DC: Association for Computational Linguistics
    • Jurgens, D., & Stevens, K. (2010). The S-Space package: An open source package for word space models. In Proceedings of the ACL 2010 System Demonstrations (pp. 30-35). Washington, DC: Association for Computational Linguistics.
    • (2010) Proceedings of the ACL 2010 System Demonstrations , pp. 30-35
    • Jurgens, D.1    Stevens, K.2
  • 32
    • 79961245507 scopus 로고    scopus 로고
    • The construction of meaning
    • doi:10.1111/j.1756-8765.2010.01107.x
    • Kintsch, W., & Mangalath, P. (2011). The construction of meaning. Topics in Cognitive Science, 3, 346-370. doi: 10. 1111/j. 1756-8765. 2010. 01107. x.
    • (2011) Topics in Cognitive Science , vol.3 , pp. 346-370
    • Kintsch, W.1    Mangalath, P.2
  • 33
    • 0000600219 scopus 로고    scopus 로고
    • A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge
    • doi:10.1037/0033-295X.104.2.211
    • Landauer, T. K., & Dumais, S. T. (1997). A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge. Psychological Review, 104, 211-240. doi: 10. 1037/0033-295X. 104. 2. 211.
    • (1997) Psychological Review , vol.104 , pp. 211-240
    • Landauer, T.K.1    Dumais, S.T.2
  • 36
    • 0000458784 scopus 로고    scopus 로고
    • Producing high-dimensional semantic spaces from lexical co-occurrence
    • doi:10.3758/BF03204766
    • Lund, K., & Burgess, C. (1996). Producing high-dimensional semantic spaces from lexical co-occurrence. Behavior Research Methods, Instruments, & Computers, 28, 203-208. doi: 10. 3758/BF03204766.
    • (1996) Behavior Research Methods, Instruments, & Computers , vol.28 , pp. 203-208
    • Lund, K.1    Burgess, C.2
  • 38
    • 50949101481 scopus 로고    scopus 로고
    • Latent structure in measures of associative, semantic, and thematic knowledge
    • doi:10.3758/PBR.15.3.598
    • Maki, W. S., & Buchanan, E. (2008). Latent structure in measures of associative, semantic, and thematic knowledge. Psychonomic Bulletin & Review, 15, 598-603. doi: 10. 3758/PBR. 15. 3. 598.
    • (2008) Psychonomic Bulletin & Review , vol.15 , pp. 598-603
    • Maki, W.S.1    Buchanan, E.2
  • 39
    • 12344306650 scopus 로고    scopus 로고
    • Semantic distance norms computed from an electronic dictionary (WordNet)
    • doi:10.3758/BF03195590
    • Maki, W. S., McKinley, L. N., & Thompson, A. G. (2004). Semantic distance norms computed from an electronic dictionary (WordNet). Behavior Research Methods, Instruments, & Computers, 36, 421-431. doi: 10. 3758/BF03195590.
    • (2004) Behavior Research Methods, Instruments, & Computers , vol.36 , pp. 421-431
    • Maki, W.S.1    McKinley, L.N.2    Thompson, A.G.3
  • 42
    • 0000598820 scopus 로고
    • Depth of spreading activation revisited: Semantic mediated priming occurs in lexical decisions
    • McNamara, T. P., & Altarriba, J. (1988). Depth of spreading activation revisited: Semantic mediated priming occurs in lexical decisions. Journal of Memory and Language, 27, 545-559.
    • (1988) Journal of Memory and Language , vol.27 , pp. 545-559
    • McNamara, T.P.1    Altarriba, J.2
  • 43
    • 84865616137 scopus 로고    scopus 로고
    • Semantic memory
    • In D. Reisberg (Ed.) New York, NY: Oxford University Press. (in press)
    • McRae, K., & Jones, M. N. (2012). Semantic memory. In D. Reisberg (Ed.), The Oxford handbook of cognitive psychology. New York, NY: Oxford University Press. (in press).
    • (2012) The Oxford handbook of cognitive psychology
    • McRae, K.1    Jones, M.N.2
  • 44
    • 33646393800 scopus 로고    scopus 로고
    • Semantic feature production norms for a large set of living and nonliving things
    • doi:10.3758/BF03192726
    • McRae, K., Cree, G. S., Seidenberg, M. S., & McNorgan, C. (2005). Semantic feature production norms for a large set of living and nonliving things. Behavior Research Methods, 37, 547-559. doi: 10. 3758/BF03192726.
    • (2005) Behavior Research Methods , vol.37 , pp. 547-559
    • McRae, K.1    Cree, G.S.2    Seidenberg, M.S.3    McNorgan, C.4
  • 46
    • 12344307633 scopus 로고    scopus 로고
    • The University of South Florida free association, rhyme, and word fragment norms
    • doi:10.3758/BF03195588
    • Nelson, D. L., McEvoy, C. L., & Schreiber, T. A. (2004). The University of South Florida free association, rhyme, and word fragment norms. Behavior Research Methods, Instruments, & Computers, 36, 402-407. doi: 10. 3758/BF03195588.
    • (2004) Behavior Research Methods, Instruments, & Computers , vol.36 , pp. 402-407
    • Nelson, D.L.1    McEvoy, C.L.2    Schreiber, T.A.3
  • 47
    • 79956269972 scopus 로고    scopus 로고
    • Large-scale latent semantic analysis
    • doi:10.3758/s13428-010-0050-z
    • Olney, A. M. (2011). Large-scale latent semantic analysis. Behavior Research Methods, 43, 414-423. doi: 10. 3758/s13428-010-0050-z.
    • (2011) Behavior Research Methods , vol.43 , pp. 414-423
    • Olney, A.M.1
  • 48
    • 0012218847 scopus 로고    scopus 로고
    • Does pizza prime coin? Perceptual priming in lexical decision and pronunciation
    • doi:10.1006/jmla.1997.2557
    • Pecher, D., Zeelenberg, R., & Raaijmakers, J. G. W. (1998). Does pizza prime coin? Perceptual priming in lexical decision and pronunciation. Journal of Memory and Language, 38, 401-418. doi: 10. 1006/jmla. 1997. 2557.
    • (1998) Journal of Memory and Language , vol.38 , pp. 401-418
    • Pecher, D.1    Zeelenberg, R.2    Raaijmakers, J.G.W.3
  • 50
    • 70449465591 scopus 로고    scopus 로고
    • Computerized text analysis of Al-Qaeda transcripts
    • K. Krippendorff and M. A. Bock (Eds.), Thousand Oaks: Sage
    • Pennebaker, J. W., & Chung, C. K. (2008). Computerized text analysis of Al-Qaeda transcripts. In K. Krippendorff & M. A. Bock (Eds.), A content analysis reader (pp. 453-465). Thousand Oaks: Sage.
    • (2008) A Content Analysis Reader , pp. 453-465
    • Pennebaker, J.W.1    Chung, C.K.2
  • 51
    • 84937182754 scopus 로고    scopus 로고
    • The limits of co-occurrence: Tools and theories in language research
    • Perfetti, C. A. (1998). The limits of co-occurrence: Tools and theories in language research. Discourse Processes, 25, 363-377.
    • (1998) Discourse Processes , vol.25 , pp. 363-377
    • Perfetti, C.A.1
  • 53
    • 68949180328 scopus 로고    scopus 로고
    • More data trumps smarter algorithms: Comparing pointwise mutual information with latent semantic analysis
    • doi:10.3758/BRM.41.3.647
    • Recchia, G., & Jones, M. N. (2009). More data trumps smarter algorithms: Comparing pointwise mutual information with latent semantic analysis. Behavior Research Methods, 41, 647-656. doi: 10. 3758/BRM. 41. 3. 647.
    • (2009) Behavior Research Methods , vol.41 , pp. 647-656
    • Recchia, G.1    Jones, M.N.2
  • 54
    • 58249086433 scopus 로고    scopus 로고
    • Comparing semantic space models using child-directed speech
    • D. S. McNamara and J. G. Trafton (Eds.), Austin: Cognitive Science Society
    • Riordan, B., & Jones, M. N. (2007). Comparing semantic space models using child-directed speech. In D. S. McNamara & J. G. Trafton (Eds.), Proceedings of the 29th Conference of the Cognitive Science Society (pp. 599-604). Austin: Cognitive Science Society.
    • (2007) Proceedings of the 29th Conference of the Cognitive Science Society , pp. 599-604
    • Riordan, B.1    Jones, M.N.2
  • 55
    • 79961229829 scopus 로고    scopus 로고
    • Redundancy in perceptual and linguistic experience: Comparing feature-based and distributional models of semantic representation
    • doi:10.1111/j.1756-8765.2010.01111.x
    • Riordan, B., & Jones, M. N. (2011). Redundancy in perceptual and linguistic experience: Comparing feature-based and distributional models of semantic representation. Topics in Cognitive Science, 3, 303-345. doi: 10. 1111/j. 1756-8765. 2010. 01111. x.
    • (2011) Topics in Cognitive Science , vol.3 , pp. 303-345
    • Riordan, B.1    Jones, M.N.2
  • 56
    • 0242631621 scopus 로고
    • Family resemblances: Studies in the internal structure of categories
    • doi:10.1016/0010-0285(75)90024-9
    • Rosch, E., & Mervis, C. B. (1975). Family resemblances: Studies in the internal structure of categories. Cognitive Psychology, 7, 573-605. doi: 10. 1016/0010-0285(75)90024-9.
    • (1975) Cognitive Psychology , vol.7 , pp. 573-605
    • Rosch, E.1    Mervis, C.B.2
  • 57
    • 84865626057 scopus 로고    scopus 로고
    • August Paper presented at the Methods and Applications of Semantic Indexing Workshop at the 7th International Conference on Terminology and Knowledge Engineering, Copenhagen, Denmark
    • Sahlgren, M. (2005, August). An introduction to random indexing. Paper presented at the Methods and Applications of Semantic Indexing Workshop at the 7th International Conference on Terminology and Knowledge Engineering, Copenhagen, Denmark.
    • (2005) An introduction to random indexing
    • Sahlgren, M.1
  • 58
    • 70450271895 scopus 로고    scopus 로고
    • Permutations as a means to encode order in word space
    • B. C. Love, K. McRae, and V. M. Sloutsky (Eds.), Austin: Cognitive Science Society
    • Sahlgren, M., Holst, A., & Kanerva, P. (2008). Permutations as a means to encode order in word space. In B. C. Love, K. McRae, & V. M. Sloutsky (Eds.), Proceedings of the 30th Annual Meeting of the Cognitive Science Society (pp. 1300-1305). Austin: Cognitive Science Society.
    • (2008) Proceedings of the 30th Annual Meeting of the Cognitive Science Society , pp. 1300-1305
    • Sahlgren, M.1    Holst, A.2    Kanerva, P.3
  • 61
    • 4444318641 scopus 로고    scopus 로고
    • Organization, development and function of complex brain networks
    • doi:10.1016/j.tics.2004.07.008
    • Sporns, O., Chialvo, D. R., Kaiser, M., & Hilgetag, C. C. (2004). Organization, development and function of complex brain networks. Trends in Cognitive Sciences, 8, 418-425. doi: 10. 1016/j. tics. 2004. 07. 008.
    • (2004) Trends in Cognitive Sciences , vol.8 , pp. 418-425
    • Sporns, O.1    Chialvo, D.R.2    Kaiser, M.3    Hilgetag, C.C.4
  • 62
    • 14044268098 scopus 로고    scopus 로고
    • The large-scale structure of semantic networks: Statistical analyses and a model of semantic growth
    • doi:10.1207/s15516709cog2901_3
    • Steyvers, M., & Tenenbaum, J. B. (2005). The large-scale structure of semantic networks: Statistical analyses and a model of semantic growth. Cognitive Science, 29, 41-78. doi: 10. 1207/s15516709cog2901_3.
    • (2005) Cognitive Science , vol.29 , pp. 41-78
    • Steyvers, M.1    Tenenbaum, J.B.2
  • 63
    • 79961211835 scopus 로고    scopus 로고
    • Combining background knowledge and learned topics
    • doi:10.1111/j.1756-8765.2010.01097.x
    • Steyvers, M., Smyth, P., & Chemuduganta, C. (2011). Combining background knowledge and learned topics. Topics in Cognitive Science, 3, 18-47. doi: 10. 1111/j. 1756-8765. 2010. 01097. x.
    • (2011) Topics in Cognitive Science , vol.3 , pp. 18-47
    • Steyvers, M.1    Smyth, P.2    Chemuduganta, C.3
  • 64
    • 79961230037 scopus 로고    scopus 로고
    • Comparing methods for single paragraph similarity analysis
    • doi:10.1111/j.1756-8765.2010.01108.x
    • Stone, B., Dennis, S., & Kwantes, P. J. (2011). Comparing methods for single paragraph similarity analysis. Topics in Cognitive Science, 3, 92-122. doi: 10. 1111/j. 1756-8765. 2010. 01108. x.
    • (2011) Topics in Cognitive Science , vol.3 , pp. 92-122
    • Stone, B.1    Dennis, S.2    Kwantes, P.J.3
  • 67
    • 43249090332 scopus 로고    scopus 로고
    • Semantic feature production norms for a large set of objects and events
    • doi:10.3758/BRM.40.1.183
    • Vinson, D. P., & Vigliocco, G. (2008). Semantic feature production norms for a large set of objects and events. Behavior Research Methods, 40, 183-190. doi: 10. 3758/BRM. 40. 1. 183.
    • (2008) Behavior Research Methods , vol.40 , pp. 183-190
    • Vinson, D.P.1    Vigliocco, G.2
  • 69
    • 22944460701 scopus 로고    scopus 로고
    • Stanford: Stanford University, CSLI Publications
    • Widdows, D. (2004). Geometry and meaning. Stanford: Stanford University, CSLI Publications.
    • (2004) Geometry and Meaning
    • Widdows, D.1
  • 70
    • 79960978681 scopus 로고    scopus 로고
    • Large-scale automated synthesis of human functional neuroimaging data
    • doi:10.1038/nmeth.1635
    • Yarkoni, T., Poldrack, R. A., Nichols, T. E., van Essen, D. C., & Wager, T. D. (2011). Large-scale automated synthesis of human functional neuroimaging data. Nature Methods, 8, 665-670. doi: 10. 1038/nmeth. 1635.
    • (2011) Nature Methods , vol.8 , pp. 665-670
    • Yarkoni, T.1    Poldrack, R.A.2    Nichols, T.E.3    van Essen, D.C.4    Wager, T.D.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.