Google Books Ngram Viewer in Socio-Cultural Research

• Authors: Anna Zięba
• Languages of publication: EN

Abstracts

EN

The objective of this paper is to verify if Google Books Ngram Viewer, a new tool working on a database of 361 billion words in English, and enabling quick recovery of data on word frequency in a diachronic perspective, is indeed valuable to socio-cultural research as suggested by its creators (Michel et al. 2010), i.e. the Cultural Observatory, Harvard University, Encyclopaedia Britannica, the American Heritage Dictionary, and Google. In the paper we introduce a study performed by Greenfield (2013), who applies the program to her Ecological Analysis, and contrast the findings with a study based on similar premises, in which we follow the trends in changes in word frequency throughout the 19th and 20th centuries to observe if these changes correspond to one of the major socio-cultural transformations that took place in the studied period, i.e. mediatization. The results of this study open a discussion on the usefulness of the program in socio-cultural research.

Keywords

EN

Google Books Ngram Viewer; word frequency; socio-cultural transformations; mediatization; news values

• Publisher: Uniwersytet Łódzki. Wydawnictwo Uniwersytetu Łódzkiego
• Journal: Research in Language
• Year: 2018
• Volume: 16
• Issue: 3
• Pages: 357-375

Dates

published

2018-09-30

Contributors

author

Anna Zięba

• Adam Mickiewicz University, Poland

References

• Alcock, Joe. 2012. Emergence of Evolutionary Medicine: Publication Trends from 1991-2010. Evolutionary Medicine, 1. doi:10.4303/jem/235572
• Atkins, Sue. 2010. The DANTE Database: Its Contribution to English Lexical Research, and in Particular to Complementing the FrameNet Data. In: Gilles Maurice de Schryver (ed.), A Way with Words: Recent Advances in Lexical Theory and Analysis. A Festschrift for Patrick Hanks, 267-97. Kampala: Menha Publishers.
• Atkinson, Maxine P. and Stephen P. Blackwelder. 1993. Fathering in the 20th Century. Journal of Marriage and the Family,55(4), 975–986.
• Bell, Allan. 1991. The Language of News Media. Oxford: Blackwell Publishers Ltd.
• Berelson, Bernard. 1971 [1952]. Content Analysis in Communication. New York: Hafner Publishing Company.
• Berry, David M. 2012. The Social Epistemologies of Software. Social Epistemology: A Journal of Knowledge. Culture and Policy, 26(3-4), 379–398. doi:10.1080/02691728.2012.727191
• Cabrera, Natasha, Tamis‐LeMonda, Catherine S., Bradley, Robert H., Hofferth, Sandra, & Michael E. Lamb. 2000. Fatherhood in the twenty‐first century. Child development, 71, 127–136. doi: 10.1111/1467-8624.00126
• Carroll, John B., Davies, Peter and Barry Richman. 1971. The American Heritage Word Frequency Book. Boston: Houghton Mifflin.
• Castells, Manuel. 1996. The Rise of the Network Society, The Information Age: Economy, Society and Culture. Malden, Oxford: Blackwell.
• Chow, Esther Ngan-ling. 2003. Gender Matters Studying Globalization and Social Change in the 21st Century. International Sociology, 18(3), 443–460.
• Cockerill, Kristan. 2013. A Failure Reveals Success. Journal of Industrial Ecology, 17, 633–641. doi: 10.1111/jiec.12049
• Cowan, Ruth Schwarz. 1976. The “Industrial Revolution” in the Home: Household Technology And Social Change in the 20th Century. Technology and Culture, 17(1), 1–23.
• Crasto, Chiquito J. 2011. Bioinformatics for Biological Researchers – Using Online Modalities. In: Eta Berner (ed.), Informatics Education in Healthcare, 147–165. Birmingham: Springer.
• Davies, Mark. 2005. The Advantage of Using Relational Databases for Large Corpora: Speed, Advanced Queries, and Unlimited Annotation. International Journal of Corpus, 10(3), 307–334. doi:10.1075/ijcl.10.3.02dav
• Davies, Mark. 2010. The Corpus of Contemporary American English as the First Reliable Monitor Corpus of English. Literary and Linguistic Computing, 25(4), 447–465. doi:10.1093/llc/fqq018
• Davis, Mark. 2014. Making Google Books n-grams Useful for a Wide Range of Research on Language Change. International Journal of Corpus Linguistics 19(3), 401–16.
• Edmunds, June and Bryan S. Turner. 2005. Global Generations: Social Change in the Twentieth Century. The British Journal of Sociology, 56, 559–577. doi: 10.1111/j.1468-4446.2005.00083
• Fellbaum, Christiane. 2005. WordNet and Wordnets. In: Keith Brown (ed.), Encyclopedia of Language and Linguistics, Second Edition, 665–670. Oxford: Elsevier.
• Fuchs, Christian. 2008. Internet and Society: Social Theory in the Information Age. London: Routledge.
• Greenfield, Patricia M. 2013. The Changing Psychology of Culture From 1800 Through 2000. Psychological Science, 24(9), 1722-1731. doi:10.1177/0956797613479387
• Grigonyte, Gintare, Rinaldi, Fabio and Martin Volk. 2012. Change of Biomedical Domain Terminology Over Time. In: Arvi Tavast, Kadri Muischnek and Mare Koit (eds.), Human Language Technologies – The Baltic Perspective: Proceedings of the Fifth International Conference Baltic HLT 2012 (Vol. 247). IOS Press.
• Hill, Felix. 2012. Beauty Before Age?: Applying Subjectivity to Automatic English Adjective Ordering. Proceedings of the NAACL HLT '12 2012 Student Research Workshop, 11–16. Stroudsburg, PA: Association for Computational Linguistics.
• Hilpert, Martin and Stefan Gries. 2009. Assessing Frequency Changes in multistage Diachronic Corpora: Applications for Historical Corpus Linguistics and the Study of Language Acquisition. Literary and Linguistic Computing, 24(4), 385–401. doi: 10.1093/llc/fqn012
• Hjarvard, Stig. 2008. The Mediatization of Society. A Theory of the Media as Agents of Social and Cultural Change. Nordicom Review, 29(2), 105–134.
• Hjarvard, Stig. 2013. The Mediatization of Culture and Society. Oxon: Routledge.
• Hsieh, Hsiu-Fang and Sarah E. Shannon. 2005. Three Approaches to Qualitative Content Analysis. Qualitative Health Research, 15(9), 1277–1288.
• Johnson, Clay A. 2011. The Information Diet: A Case for Conscious Consumption. Beijing, Cambridge, Tokyo: O’Reilly.
• Kesebir, Pelin and Selin Kesebir. 2012. The Cultural Salience of Moral Character and Virtue Declined in Twentieth Century America. Journal of Positive Psychology, 7(6), 471–480.
• Krippendorff, Klaus. 1980. Content Analysis: An Introduction to its Methodology. London: Sage.
• Kumar, Nitu and Manish Sahu. 2010. The Evolution of Marketing History: a Peek Through Google Ngram Viewer. Asian Journal Of Management Research, 1, 415–426.
• Lakoff, Robin. 2013. What Words Don’t Tell Us. Retrieved May 20, 2014 from http://blogs.berkeley.edu/author/rlakoff/
• LaRossa, Ralph, Gordon, Betty A., Wilson, Ronald J., Bairan, Annette and Charles Jaret. 1991. The Fluctuating Image of the 20th Century American Father. Journal of Marriage and Family, 53(4), 987–997.
• Lilleker, Darren. 2008. Key Concepts in Political Communications. London: SAGE
• Lucier, Paul. 2012. The Origins of Pure and Applied Science in Gilded Age America. ISIS, 103(3), 527–536.
• Mazzoleni, Gianpietro and Winfried Schulz. 1999. “Mediatization” of Politics: A Challenge for Democracy? Political Communication, 16(3), 247–261.
• Michalski, Brian, Krishnamoorthy, Mukkai and Tsz-Yam Lau. 2012. Temporal Analysis of Literary and Programming Prose. Retrieved September 23, 2014 from Cornell University Library http://arxiv.org/pdf/1202.2131.pdf
• Michel, Jean-Baptiste, Shen, Yuan Kui, Aiden, Aviva P., Veres, Adrian, Gray, Matthew K., The Google Books Team, Pickett, Joseph P., Hoiberg, Dale, Clancy, Dan, Norvig, Peter, Orwant, Jon, Pinker, Steven, Nowak, Martin A. Erez Lieberman Aiden. 2011. Quantitative Analysis of Culture Using Millions of Digitized Books. Science, 331(6014), 176–182.
• Mowery, David C. and Nathan Rosenberg. 1998. Paths of Innovation: Technological Change in 20th-Century America. Cambridge: Cambridge University Press.
• Murray, Denise E. 2000. Protean Communication: The Language of Computer-Mediated Communication. TESOL Quarterly, 34, 397–421. doi: 10.2307/3587737
• Oishi, Shigehiro, Graham, Jesse, Kesebir, Selin and Iolanda C. Galinha. 2013. Concepts of happiness across time and cultures. Personality and Social Psychology Bulletin, 39(5), 559–577.
• Ong, Walter J. 2002. Orality and Literacy: The Technologizing of the Word. London, New York: Routledge.
• Phani, Shanta, Lahiri, Shibamouli and Arindam Biswas. 2012. Culturomics on a Bengali Newspaper Corpus. International Conference on Asian Language Processing, 237–240. doi: 10.1109/IALP.2012.68
• Roseneil, Sasha and Shelley Budgeon. Cultures of Intimacy and Care beyond ‘the Family’: Personal Life and Social Change in the Early 21st Century. Current Sociology, 52(2), 135–159.
• Rutten, Ellen, Fedor, Julie and Vera Zvereva. 2013. Memory, Conflict and Social Media. Abingdon: Routledge.
• Schoen, Robert and Vladimir Canudas-Romo. 2006. Timing Effects on Divorce: 20th Century Experience in the United States. Journal of Marriage and Family, 68, 749–758. doi: 10.1111/j.1741-3737.2006.00287
• Stemler, Steve. 2001. An Overview of Content Analysis. Practical Assessment, Research & Evaluation, 7(17). 137–146.
• Thurlow, Crispin, Lengel, Laura and Alice Tomic. 2004. Computer Mediated Communication. London, New Delhi, London: Sage.
• Ullmann, Stephen. 1962. Semantics: an Introduction to the Science of Meaning. Blackwell: Oxford.
• Volti, Rudi. 1988. Society and Technological Change. New York: St. Martin 's Press.
• Weber, Robert P. (ed.). 1990. Basic Content Analysis. London, New Delhi, London: Sage.
• Wellman, Barry, Quan-Haase, Anabel, Boase, Jeffrey, Chen, Wenhong, Hampton, Keith, Díaz, Isabel and Kakuko Miyata. 2003. The Social Affordances of the Internet for Networked Individualism. Journal of Computer-Mediated Communication, 8. doi: 10.1111/j.1083-6101.2003.tb00216
• Wierzchoń, Piotr. 2008. Fotodokumentacja, chronologizacja, emendacja: teoria i praktyka weryfikacji materiału leksykalnego w badaniach lingwistycznych. [Photo-documentation, chronologization, emendation: theory and practice of lexical material verification in linguistic studies] Poznań: Instytut Językoznawstwa Uniwersytetu im. Adama Mickiewicza.
• Wood, Andrew F. and Matthew J. Smith. 2005. Online Communication: Linking Technology, Identity, and Culture (Second Ed.). Mahwah, NJ: Lawrence Erlbaum & Associates.

Identifiers

DOI

10.2478/rela-2018-0015