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Revisiting transmission and diffusion: An agent-based model of vowel chain shifts across large communities

  • James N. Stanford (a1) and Laurence A. Kenny (a1)
Abstract
Abstract

In this study, we present the first agent-based simulation of vowel chain shifts across large communities, providing a parsimonious reinterpretation of Labov's (2007) notions of transmission, diffusion, and incrementation. Labov determined that parent-to-child transmission faithfully reproduces structural patterns such as the Northern Cities Shift (NCS), but adult-to-adult diffusion does not. NCS is transmitted faithfully to new generations of U.S. Inland North children. But St. Louis speakers, depending only on adult-adult contact, only attain an incomplete, unsystematic version. Labov (2007) attributed the difference to children's superior language-learning ability; transmission and diffusion are categorically different processes in that approach. By contrast, our multiagent simulation suggests that such transmission/diffusion effects can be derived by simple density of interactions and simple exemplar learning; we also find that incrementation is a natural outcome of this model. Unlike Labov (2007), this model does not require a dichotomy between transmission and diffusion. While dichotomous assumptions about child versus adult learning may be necessary in other contexts, our results suggest that the NCS effects in Labov (2007) may be explained economically in terms of simple density of interactions between speakers. Our results also provide an agent-based perspective supporting and explicating the notion of speech community.

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Abrams Daniel, & Strogatz Steven. (2003). Modeling the dynamics of language death. Nature 424:900.
Bavin Edith. (2009). The Cambridge handbook of child language. Cambridge: Cambridge University Press.
Baxter Gareth, Blythe Richard, Croft William, & McKane Alan. (2006). Utterance selection model of language change. Physical Review E 73:046118.
Baxter Gareth, Blythe Richard, Croft William, & McKane Alan. (2009). Modeling language change: An evaluation of Trudgill's theory of the emergence of New Zealand English. Language Variation and Change 21:257296.
Beckner Clay, Blythe Richard, Bybee Joan, Christiansen Morten, Croft William, Ellis Nick, Holland John, Ke Jinyun, Larsen-Freeman Diane, & Schoenemann Tom. (2009). Language is a complex adaptive system: Position paper. Language Learning 59(1):126.
Berger Peter, & Luckmann Thomas. (1967 [1966]). The social construction of reality. New York: Anchor Doubleday.
Berrah Ahmed-Reda, & Laboissiere Rafael. (1997). Phonetic code emergence in a society of speech robots: Explaining vowel systems and the MUAF principle. Paper presented at: the Fifth European Conference on Speech Communication and Technology, EUROSPEECH 1997, September 22–25, Rhodes, Greece.
Birdsong David (ed.). (1999). Second language acquisition and the critical period hypothesis. Mahwah: Lawrence Erlbaum.
Bloomfield Leonard. (1933). Language. New York: Henry Holt.
Blythe Richard, & Croft William. (2009). The speech community in evolutionary dynamics. Language Learning 59(1):4763.
Blythe Richard, & Croft William. (2012). S-curves and the mechanisms of propagation in language change. Language 88(2):269304.
Bucholtz Mary. (1999). “Why be normal?”: Language and identity practices in a community of nerd girls. Language in Society 28:203223.
Bybee Joan. (1994). A view of phonology from a cognitive and functional perspective. Cognitive Linguistics 5:285305.
Bybee Joan. (2001). Phonology and language use. Cambridge: Cambridge University Press.
Bybee Joan. (2010). Language, usage and cognition. Cambridge: Cambridge University Press.
Bybee Joan, & Beckner Clay. (2010). Usage-based theory. In Heine B. & Narrog H. (eds.), The Oxford handbook of linguistic analysis. Oxford: Oxford University Press. 827855.
Bybee Joan, & Hopper Paul. (2001). Frequency and the emergence of language structure. Amsterdam: Benjamins.
Cangelosi Angelo, & Parisi Domenico. (2001). How nouns and verb differentially affect the behavior of artificial organisms. In Moore J. & Stenning K. (eds.), Proceedings of the 23rd Annual Conference of the Cognitive Science Society. London: Lawrence Erlbaum. 170175.
Cangelosi Angelo, & Parisi Domenico. (eds). (2002). Computer simulation: A new scientific approach to the study of language evolution. London: Springer Verlag.
Clark Eve. (2009). First language acquisition. 2nd ed.Cambridge: Cambridge University Press.
Coupland Nikolas. (2001). Language, situation, and the relational self. In Eckert P. & Rickford J. (eds.), Style and sociolinguistic variation. Cambridge: Cambridge University Press. 185210.
De Boer Bart. (2000). Self-organization in vowel systems. Journal of Phonetics 28(4):441465.
De Boer Bart. (2001). The origins of vowel systems. Oxford: Oxford University Press.
De Boer Bart, & Zuidema William. (2010). Multi-agent simulations of the evolution of combinatorial phonology. Adaptive Behavior 18(2):141154.
Dinkin Aaron. (2011). Weakening resistance: Progress toward the low back merger in New York State. Language Variation and Change 23(3):315345.
Eckert Penelope. (1988). Adolescent social structure and the spread of linguistic change. Language in Society 17:183208.
Eckert Penelope. (1999). Linguistic variation as social practice. Oxford: Blackwell.
Eckert Penelope. (2005). Variation, convention, and social meaning. Plenary address at Annual Meeting of the Linguistic Society of America, January 6-9, Oakland, California.
Epstein Joshua, & Axtell Robert. (1996). Growing artificial societies. Social science from the bottom up. Cambridge: Cambridge University Press.
Ettlinger Marc. (2007). Shifting categories: An exemplar-based computational model of chain shifts. University of California Berkeley Phonology Lab Annual Report. Berkeley: University of California Press. 177182.
Fagyal Zsuzsanna, Swarup Samarth, Escobar Anna Maria, Gasser Les, & Lakkaraju Kiran. (2010). Centers and peripheries: Network roles in language change. Lingua 120:20612079.
Flege James. (1999). Age of learning and second language speech. In Birdsong D. (ed.), Second language acquisition and the critical period hypothesis. Hillsdale: Erlbaum. 101132.
Flege James. (2009). Give input a chance. In Piske T. & Young-Scholten M. (eds.), Input matters in SLA. Bristol: Multilingual Matters. 175190.
Folcik Virginia, Broderick Gordon, Mohan Shunmugan, Block Brian, Ekbote Chirantan, Doolittle John, Khoury Marc, Davis Luke, & Marsh Clay B. (2011). Using an agent-based model to analyze the dynamic communication network of the immune response. Theoretical Biology and Medical Modelling 18:1.
Gergen Kenneth J. (1994). Realities and relationships: Soundings in social construction. Cambridge: Harvard University Press.
Giddens Anthony. (1979). Central problems in social theory: Action, structure, and contradiction in social analysis. Berkeley: University of California Press.
Gordon Matthew. (2001). Small-town values and big city vowels: A study of the Northern Cities Shift in Michigan. Publication of the American Dialect Society 84. Durham: Duke University Press.
Harrison K. David, Dras Mark, & Kapicioglu Berk. (2002). Agent-based modeling of the evolution of vowel harmony. In Hirotani M. (ed.), Proceedings of the North East Linguistic Society 32. University of Massachusetts, Amherst: Graduate Linguistic Student Association.
Heath Brian, Hill Raymond, & Ciarallo Frank. (2009). A survey of agent-based modeling practices (January 1998 to July 2008). Journal of Artificial Societies and Social Simulation 12(4):9.
Holland John H. (1995). Hidden order: How adaptation builds complexity. Cambridge: Perseus.
Holland John H. (1998). Emergence: From chaos to order. Cambridge: Perseus.
Johnson Keith. (1997). Speech perception with speaker normalization: An exemplar model. In Johnson K. & Mullennix J. (eds.), Talker variability in speech processing. San Diego: Academic Press. 145165.
Johnson Keith. (2000). Adaptive dispersion in vowel perception. Phonetica 57:181188.
Johnson Keith. (2006). Resonance in an exemplar-based model: The emergence of social identity and phonology. Journal of Phonetics 34:485499.
Johnstone Barbara. (2004). Place, globalization, and linguistic variation. In Fought C. (ed.), Sociolinguistic variation: Critical reflections. New York: Oxford University Press. 6583.
Kerswill Paul, & Williams Ann. (2000). Creating a New Town koine: Children and language change in Milton Keynes. Language in Society 29:65115.
Kirby Simon. (1999). Function, selection and innateness: The emergence of language universals. Oxford: Oxford University Press.
Kretzschmar William A. Jr. (2009). The linguistics of speech. Cambridge: Cambridge University Press.
Labov William. (1972/1991). Sociolinguistic patterns. Philadelphia: University of Pennsylvania Press.
Labov William. (1994). Principles of linguistic change. Vol. 1: Internal factors. Malden: Wiley Blackwell.
Labov William. (2001). Principles of linguistic change. Vol. 2: Social factors. Malden: Wiley Blackwell.
Labov William. (2007). Transmission and diffusion. Language 83:344387.
Labov William. (2010). Principles of linguistic change. Vol. 3: Cognitive and cultural factors. Malden: Wiley Blackwell.
Labov William. (2012). What is to be learned? The community as the focus of social cognition. Review of Cognitive Linguistics 10(2):265293.
Labov William, Ash Sharon, & Boberg Charles. (2006). The Atlas of North American English. Berlin: Mouton de Gruyter.
Labov William, Yaeger Malcah, & Steiner Richard. (1972). A quantitative study of sound change in progress. Philadelphia: U.S. Regional Survey.
Lakkaraju Kiran, Swarup Samarth, & Gasser Les. (2009). Consensus under constraints: Modeling the Great English Vowel Shift. Paper presented at: the Workshop of Social Simulation, 21st International Joint Conference on Artificial Intelligence, July 11, Pasadena, California.
Liljencrants Johan, & Lindblom Bjorn. (1972). Numerical simulations of vowel quality systems: The role of perceptual contrast. Language 48:839862.
Lindblom Bjorn. (1986). Phonetic universals in vowel systems. In Ohala J. & Jaeger J. (eds.), Experimental phonology. Orlando: Academic Press. 1344.
Lust Barbara, & Foley Claire (eds). (2004). First language acquisition: The essential readings. Malden: Blackwell.
Maddieson Ian. (1984). Patterns of sounds. Cambridge: Cambridge University Press.
McCarthy Corrine. (2010). The Northern Cities Shift in real time: Evidence from Chicago. University of Pennsylvania Working Papers in Linguistics 15(2):101110.
McCarthy Corrine. (2011). The Northern Cities Shift in Chicago. Journal of English Linguistics 39(2):166187.
Mendoza-Denton Norma. (2008). Homegirls: Language and cultural practice among Latina youth gangs. Malden: Blackwell.
Minett James W., & Wang William S.-Y. (2008). Modeling endangered languages: The effects of bilingualism and social structure. Lingua 118:1945.
Niyogi Partha, & Berwick Robert. (2009). The proper treatment of language acquisition and change in a population setting. Proceedings of the National Academy of Sciences 106(25):1012410129.
Nowak Martin, Komarova Natalia, & Niyogi Partha. (2002). Computational and evolutionary aspects of language. Nature 417:611617.
Oudeyer Pierre-Yves, & Kaplan Frederic. (2007). Language evolution as a Darwinian process: Computational studies. Cognitive Processing 8:2135.
Pierrehumbert Janet. (2001). Exemplar dynamics: Word frequency, lenition, and contrast. In Bybee J. & Hopper P. (eds.), Frequency effects and the emergence of lexical structure. Amsterdam: Benjamins. 137157.
Pierrehumbert Janet. (2003). Probabilistic phonology: Discrimination and robustness. In Bod R., Hay J., & Jannedy S. (eds.), Probability theory in linguistics. Cambridge: The MIT Press. 177288.
Ricoeur Paul. (1978). Structure, word, event. In Reagan C. & Stewart D. (eds.), The philosophy of Paul Ricoeur. Boston: Beacon. 109119.
Sanz Cristina (ed.). (2005). Mind and context in second language acquisition. Washington, DC: Georgetown University Press.
Satterfield Teresa. (2001). Toward a sociogenetic solution: Examining language formation processes through SWARM modeling. Social Science Computer Review 19:281295.
Schulze Christian, Stauffer Dietrich, & Wichmann Soren. (2008). Birth, survival and death of languages by Monte Carlo simulation. Communications in Computational Physics 3(2):271294.
Schwartz Jean-Luc, Boe Louis-Jean, & Abry Christian. (2007). Linking dispersion-focalization theory and the maximum utilization of the available distinctive features principle in a perception-for-action-control theory. In Sole M.-J., Beddor P. Speeter, & Ohala M. (eds.), Experimental approaches to phonology. Oxford: Oxford University Press. 104124.
Schwartz Jean-Luc, Boe Louis-Jean, Vallee Nathalie, & Abry Christian. (1997). The dispersion-focalization theory of vowel systems. Journal of Phonetics 25:255286.
Solé Ricard. (2011). Phase transitions. Princeton: Princeton University Press.
Stanford James N. (2008). Child dialect acquisition: New perspectives on parent/peer influence. Journal of Sociolinguistics 12:567596.
Steels Luc. (1998). Synthesising the origins of language and meaning using co-evolution, self-organisation and level formation. In Hurford J. R., Studdert-Kennedy M., & Knight C. (eds.), Approaches to the evolution of language. Cambridge: Cambridge University Press. 384404.
Steels Luc, & McIntyre Angus. (1999). Spatially distributed naming games. Advances in Complex Systems 1:301323.
Tomasello Michael. (2003). Constructing a language: A usage-based theory of language acquisition. Cambridge: Harvard University Press.
Tomasello Michael. (2009). The usage-based theory of language acquisition. In Bavin E. (ed.), The Cambridge handbook of child language. Cambridge: Cambridge University Press. 6988.
Trudgill Peter. (2004). New dialect formation: The inevitability of Colonial Englishes. Edinburgh: Edinburgh University Press.
Trudgill Peter. (2008). Colonial dialect contact in the history of European languages: On the irrelevance of identity to new-dialect formation. Language in Society 37(2):241254.
Trudgill Peter. (2010). Investigations in sociohistorical linguistics. Cambridge: Cambridge University Press.
Wang Zhihui, Zhang Le, Sagotsky Jonathan, & Deisboeck Thomas. (2007). Simulating non-small cell lung cancer with a multiscale agent-based model. Theoretical Biology and Medical Modelling 4:50.
Warner Thomas T. (2011). Numerical weather and climate prediction. Cambridge: Cambridge University Press.
Wedel Andrew. (2006). Exemplar models, evolution and language change. The Linguistic Review 23:247274.
Wedel Andrew. (2007). Feedback and regularity in the lexicon. Phonology 24(1):147185.
Wittgenstein Ludwig. (1967). Philosophische untersuchungen. Frankfurt: Suhrkamp.
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