In:Corpus Methods for Semantics: Quantitative studies in polysemy and synonymy
Edited by Dylan Glynn and Justyna A. Robinson
[Human Cognitive Processing 43] 2014
► pp. 87–115
Quantifying polysemy in Cognitive Sociolinguistics
Published online: 6 November 2014
https://doi.org/10.1075/hcp.43.04rob
https://doi.org/10.1075/hcp.43.04rob
This chapter uses various statistical techniques to explore the extralinguistic grounding of individual conceptualisations of polysemous adjectives in English, such as awesome, gay, wicked. It considers the extent to which individual conceptualisations are non-random and can be related to the socio-demographic characteristics of the speaker. The experimental survey data collected from 72 speakers is analysed via hierarchical agglomerative clustering, decision tree analysis, and logistic regression analysis. The results reveal that not only individual adjectives, as indicated in Robinson (2010a), but whole groups of polysemous adjectives currently undergoing semantic change form usage patterns that can be explained by a very similar sociolinguistic distribution. This study demonstrates that employing a socio-cognitive perspective when researching polysemy is hugely advantageous.
References (85)
Allan, K. & Robinson, J.A. (Eds.). (2012).
Current methods in historical semantics
. Berlin & Boston: Mouton de Gruyter.
Barrio, G., De La Fuente, L., Toro, C., Vicente, T.M., Vallejo, F., & Silva, T. (2006). Prevalence of HIV infection among young adult injecting and non-injecting heroin users in Spain in the era of harm reduction programmes: Gender differences and other related factors.
Epidemiology and Infection
, 135(4), 592–603.
Beitel, D.A., Gibbs, R., & Sanders, P. (2001). The embodied approach to the polysemy of the spatial preposition on
. In H. Cuyckens, & B. Zawada (Eds.),
Polysemy in Cognitive Linguistics
(pp. 241–260). Amsterdam: Benjamins.
Benki, J.R. (1998). Evidence for phonological categories from speech perception. Unpublished PhD dissertation, University of Massachusetts.
Beretta, A., Fiorentino, R., & Poeppel, D. (2005). The effects of homonymy and polysemy on lexical access: An MEG study.
Cognitive Brain Research
, 24(1), 57–65.
Blank, A. (2003). Polysemy in the lexicon and in discourse. In B. Nerlich, Z. Todd,
V. Herman, & D.D. Clarke (Eds.),
Polysemy: Flexible patterns of meaning in mind and language
(pp. 267–293). Berlin & New York: Mouton de Gruyter.
Boscarino, J.A., Galea, S., Ahern, J., Resnick, H., & Vlahov, D. (2003). Psychiatric medication use among Manhattan residents following the World Trade Center disaster.
Journal of Traumatic Stress
, 16(3), 301–306.
Brace, N., Kemp, R., & Snelgar, R. (2006).
SPSS for psychologists
, 3rd edition. New York: Palgrave Macmillan.
Breckenridge, J.N. (2000). Validating cluster analysis: Consistent replication and symmetry.
Multivariate Behavioural Research
, 35(2), 261–286.
Bresnan, J., Cueni, A., Nikitina, T., & Baayen, R.H. (2007). Predicting the dative alternation. In G. Boume, I. Kraemer, & J. Zwarts (Eds.),
Cognitive foundations of interpretation
(pp. 69–94). Amsterdam: Royal Netherlands Academy of Science.
The British National Corpus, Version 3 (BNC XML Edition). Accessed via [URL] [March 2008].
Bucholtz, M. (2011).
White kids: Language, race and styles of youth identity
. Cambridge: Cambridge University Press.
Chambers, J.K., Trudgill, P., & Schilling-Estes, N. (2002).
The handbook of language variation and change
. Oxford: Blackwell.
Chaturvedi, A., & Green, P.E. (1995). Software review: SPSS for Windows, CHAID 6.0.
Journal of Marketing Research
, 32, 245–254.
Clatworthy, J., Buick, D., Hankins, M., Weinman, J., & Horne, R. (2005). The use and reporting of cluster analysis in health psychology: A review.
British Journal of Health Psychology
, 10(3), 329–358.
Cuyckens, H., & Zawada, B. (Eds.). (2001).
Polysemy in Cognitive Linguistics
. Amsterdam & Philadelphia: John Benjamins.
Divjak, D., & Gries, St. Th. (2006). Ways of trying in Russian: Clustering behavioral profiles.
Corpus Linguistics and Linguistic Theory
, 2(1), 23–60.
Dunbar, G. (2001). Towards a cognitive analysis of polysemy, ambiguity, and vagueness.
Cognitive Linguistics
, 12(1), 1–14.
Einspruch, E.L. (2005).
An introductory guide to SPSS® for Windows®
, 2nd edition. Thousand Oaks, London & New Delhi: Sage Publications.
Fought, C. (2004).
Sociolinguistic variation: Critical reflections
. Oxford: Oxford University Press.
. (1997).
Diachronic prototype semantics: A contribution to historical-lexicology
. Oxford: Clarendon Press.
Geeraerts, D., Grondelaers, S., & Bakema, P. (1994).
The structure of lexical variation. Meaning, naming, and context
. Berlin & New York: Mouton de Gruyter.
Geeraerts, D., & Cuyckens, H. (Eds.). (2007).
Oxford handbook of Cognitive Linguistics
. Oxford: Oxford University Press.
Geeraerts, D., Kristiansen, G., & Piersman, Y. (Eds.). (2010).
Advances in Cognitive Sociolinguistics
. Berlin & New York: Mouton de Gruyter.
Gries, St. Th. (2006). Corpus-based methods and Cognitive Semantics: The many meanings of to run
. In St. Th. Gries, & A. Stefanowitsch (Eds.),
Corpora in Cognitive Linguistics: Corpus-based approaches to syntax and lexis
(pp. 57–99). Berlin & New York: Mouton de Gruyter.
. (2007). Cluster analysis: A practical introduction with R (for Windows). Paper presented at Departmental Research Seminar, University of Sheffield.
Gries, St. Th., & Stefanowitsch, A. (2006). Cluster analysis and the identification of collexeme classes. In S. Rice, & J. Newman (Eds.),
Empirical and experimental methods in cognitive/functional research
. Stanford: CSLI.
Heylen, K. (2005). A quantitative corpus study of German word order variation. In S. Kepser, & M. Reis (Eds.),
Linguistic evidence: Empirical, theoretical and computational perspectives
(pp. 241–264). Berlin: Mouton de Gruyter.
Janda, L. (1990). The radial network of a grammatical category – its genesis and dynamic structure.
Cognitive Linguistics
, 1(3), 269–288.
Kallel, A. (2007). The loss of negative concord in Standard English: Internal factors.
Language Variation and Change
, 19(1), 27–49.
Klein, D., & Murphy, G.L. (2002). Paper has been my ruin: Conceptual relations of polysemous senses.
Journal of Memory and Language
, 47(4), 548–570.
Krishnamurthy, R., & Nicholls, D. (2000). Peeling an onion: A lexicographer’s experience of manual sense-tagging.
Computers and the Humanities
, 34(1–2), 85–97.
Kristiansen, G., & Dirven, R. (Eds.). (2008).
Cognitive Sociolinguistics: Language variation, cultural models, social systems
. Berlin: Mouton de Gruyter.
Lakoff, G. (1987).
Women, fire, and dangerous things: What categories reveal about the mind
. Chicago: Chicago University Press.
Lehrer, A. (1990). Polysemy, conventionality, and the structure of the lexicon.
Cognitive Linguistics
, 1(2), 207–246.
Lewandowska-Tomaszczyk, B. (2007). Polysemy, prototypes and radial categories. In
D. Geeraerts, & H. Cuyckens (Eds.),
Oxford handbook of Cognitive Linguistics
(pp. 139–169). Oxford: Oxford University Press.
Magidson, J. (1994). The CHAID approach to segmentation modelling. In R.P. Bagozzi (Ed.),
Advanced methods of marketing research
(pp. 118–159). Cambridge, MA.: Blackwell.
Milligan, G.W., & Cooper, M.C. (1986). A study of comparability of external criteria for hierarchical cluster analysis.
Multivariate Behavioural Research
, 21(4), 41–58.
. (1987).
Observing and analysing natural language: A critical account of sociolinguistic method
. Oxford & New York: Blackwell.
Moisl, H.L. (2009). Exploratory multivariate analysis. In A. Lüdeling, & M. Kytö (Eds.),
Corpus linguistics: An international handbook
(pp. 874–898). Berlin: Mouton de Gruyter.
Moisl, H.L., & Jones, V. (2005). Cluster analysis of the Newcastle Electronic Corpus of Tyneside English: A comparison of methods.
Literary and Linguistic Computing
, 20(1), 125–146.
Mojena, R. (1977). Hierarchical grouping methods and stopping rules: An evaluation.
Computer Journal
, 20(4), 359–363.
Moss, M., Wellman, D.A., & Cotsonis, G.A. (2003). An appraisal of multivariable logistic models in the pulmonary and critical care literature.
Chest
, 123(3), 923–928.
Nerlich, B., Todd, Z., & Clarke, D.D. (2003). The acquisition of get between four and ten years. In B. Nerlich, Z. Todd, V. Herman, & D. Clarke (Eds.),
Polysemy: Flexible patterns of meaning in mind and language
(pp. 333–357). Berlin & New York: Mouton de Gruyter.
Nerlich, B., Todd Z., Herman, V., & Clarke, D.D. (2003).
Polysemy: Flexible patterns of meaning in mind and language
. Berlin & New York: Mouton de Gruyter.
(2000).
Standard Occupational Classification
. Volume 2. Coding Index. London: The Stationery Office.
The Oxford English Corpus. Accessed via [URL] [March 2008].
Oxford English Dictionary Online. Oxford University Press. Accessed via [URL] [March 2008].
Peng, C.-Y.J., Lee, K.L., & Ingersoll, G.M. (2002). An introduction to logistic regression analysis and reporting.
Journal of Educational Research
, 96(1), 3–14.
Pütz, M., Robinson, J.A., & Reif, M. (Eds.). (2012a). Cognitive Sociolinguistics: Variation in cognition and language use. Special issue of
Review of Cognitive Linguistics
, 10(2).
Pütz, M, Robinson, J.A., & Reif, M. (2012b). The emergence of Cognitive Sociolinguistics: An introduction.
Annual Review of Cognitive Linguistics
, 10(2), 241–263.
Pütz, M., Robinson, J.A., & Reif, M. (Eds.). (2014). Cognitive Sociolinguistics. Social and cultural variation in cognition and language use. Benjamins Current Topics, 59. Amsterdam/Philadelphia: John Benjamins.
Rakova, M., Pethő, G., & Rákosi, C. (Eds.). (2007).
The cognitive basis of polysemy: New sources of evidence for theories of word meaning
. Frankfurt/Main: Peter Lang.
Rao, V.R., & Steckel, J.H. (1995). Selecting, evaluating, and updating prospects in direct mail marketing.
Journal of Direct Marketing
, 9(20), 20–31.
Ravin, Y., & Leacock, C. (Eds.). (2000).
Polysemy: Theoretical and computational approaches
. Oxford: Oxford University Press.
Reif, M., Robinson, J.A., & Pütz, M. (Eds.). (2013).
Variation in language and language use: Sociolinguistic, socio-cultural and cognitive perspectives
. Frankfurt/Main: Peter Lang.
Robinson, J.A. (2010a).
Awesome insights into semantic variation. In D. Geeraerts,
G. Kristiansen, & Y. Piersman (Eds.),
Advances in Cognitive Sociolinguistics
(pp. 85–109). Berlin & New York: Mouton de Gruyter.
. (2010b). Semantic variation and change in present-day English. Unpublished PhD dissertation, University of Sheffield. Available via [URL]
. (2012a). A sociolinguistic perspective on semantic change. In K. Allan, & J.A. Robinson (Eds.),
Current methods in historical semantics
(pp. 191–231). Berlin & Boston: Mouton de Gruyter.
. (2012b). A gay paper: Why should sociolinguistics bother with semantics?
English Today
, 28(4), 38–54.
Saltini, A., Mazzi, M.A., Del Piccolo, L., & Zimmermann, C. (2004). Decisional strategies for the attribution of emotional distress in primary care.
Psychological Medicine
, 34(4), 729–739.
Schmid, H.J. (2010). Decision trees. In A. Clark, C. Fox, & S. Lappin (Eds.),
The handbook of computational linguistics and natural language processing
(pp. 180–196). Oxford: Blackwell.
SPSS (2005). Answer tree algorithm summary; SPSS white paper series.
Sweetser, E. (1990).
From etymology to pragmatics: Metaphorical and cultural aspects of semantic structure
. Cambridge: Cambridge University Press.
Tan, P.-N., Steinbach, M., & Kumar, V. (2006).
Introduction to data mining
. Boston: Pearson Addison-Wesley.
Taylor, J.R. (1995).
Linguistic categorization: Prototypes in linguistic theory
. Oxford: Oxford University Press.
Tummers, J., Speelman, D., & Geeraerts, D. (2004). Quantifying semantic effects: The impact of lexical collocations on the inflectional variation of Dutch attributive adjectives. In
G. Purnelle, C. Fairon, & A. Dister (Eds.),
Le
poids des Mots: Actes des 7emes journées internationales d’analyse statistique des données textuelles
(pp. 1079–1088). Louvain-la-Neuve: Presses Universitaires de Louvain.
Vanhove, M. (Ed.). (2008).
From polysemy to semantic change: Towards a typology of lexical semantic associations
. Amsterdam: John Benjamins.
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