The Italian perspective on the use of Big Data in Sociological Field: Implications, Empirical Findings and an Impact Analysis on the Discipline
Keywords:
Big Data, Symphonic Social Science, Digital SociologyAbstract
Digital development has invested predominantly in all fields of society: the field of sociology and in general the field of social sciences are not exempt. Starting from these considerations, the social scientist is called to integrate everything within his studies with technological innovations and new tools that modifies and innovates the typical toolbox of the study. This change creates a context of strong interdiscipline. An analysis of the changes and impact of the use of Big Data within the social sciences and how they modify the work of the social scientist therefore becomes necessary.
References
Addeo, F., Delli Paoli, A., Esposito, M. & Bolcato, M.Y. (2019). Doing Social Research on Online Communities: The Benefits of Netnography, Athens journal of social sciences, (7): 9-38.
Agnoli, M.S. & Parra Saiani, P. (2016). Sulle tracce dei Big Data. Questioni di metodo e percorsi di ricerca, numero monografico di sociologia e ricerca sociale, XXXVII, n. 109.
Amaturo, E. & Punziano, G. (2017). Blurry boundaries: Internet, Big-New Data and Mixed methods Approach, Data science and Social Research, Epistemology, Methods, Thecnology and Application, New York, Springer international publishing.
Anderson, C. (2008). The End of Theory: The Data Deluge makes the Scientific Method Obsolete, Wired, June 23.
Aragona, B. (2017). Types of Big Data and designs of evaluation research, Rassegna italiana di valutazione, 68(2):48-62.
Aragona, B. (2016). Big Data or data that are getting bigger?, Sociologia e Ricerca Sociale, 109(3): 42-53.
Aragona B. (2008), Una nuova cultura del dato, Sociologia e Ricerca Sociale, 87(3): 151-173.
Auriemma, M., Esposito, E., Iadicicco L., Mazzaro, F., Polimene, A, Punziano, G., Sarnelli, C. (2015). Euroscetticismo a 5 stelle. Stili comunicativi e onlinetext data nel caso delle elezioni europee 2014, Sociologia della comunicazione, 47, pp. 36-54.
Battaglini, E. (2015). Sviluppo Territoriale, dal disegno della ricerca alla valutazione dei risultati, FrancoAngeli, Milano.
Bennato D. (2008). Le metafore del computer. La costruzione sociale dell'informatica, Roma, Mantelmi .
Bennato, D. (2015). Il computer come macroscopio, Big Data e approccio computazionale per comprendere i cambiamenti sociali, Roma, Franco Angeli.
Brensinger, J & Eyal, G. (2021). The Sociology of Personal Identification, Sociological Theory, 39 (4): 265-292; 10.1177/07352751211055771.
Burrell, & Fourcade, M. (2021). The Society of Algorithms, Annual review of sociology, 47, pp- 213-237; 10.1146/annurev-soc-090820-020800.
Burrows, R. & Savage, M. (2014). After the crisis? Big Data and the methodological challenges of empirical sociology, BD& society, 1, n. 1.
Cavagnuolo, M, Capozza, V & Matrella, A. (2021). The walkthrough method: state of the art, innovative aspects and application fields, Handbook of Research on Advanced Research Methodologies for a Digital Society; doi:10.4018/978-1-7998-8473-6.ch028
Chen, YS., Wu, XG., Hu, AN., He, GY& Ju, GD. (2021). Social prediction: a new research paradigm based on machine learning, Journal of chinese sociology, 8(1); 10.1186/s40711-021-00152-z.
Coulthard, B., Mallett, J. & Taylor, B. (2020). Better Decisions for Children with Big Data: Can Algorithms Promote Fairness, Transparency and Parental Engagement?, Societies, 10 (4); 10.3390/soc10040097.
Espeland W.N. & Stevens M.L. (2008). A Sociology of Quantification, European Journal of Sociology, pp.401-436.
Fotopoulou, A (2021). Conceptualising critical data literacies for civil society organisations: agency, care, and social responsibility, Information Communication & Society, 24(11):1640-1657; 10.1080/1369118X.2020.1716041.
Fuchs, C. (2021). History and Class Consciousness 2.0: Georg Lukacs in the age of digital capitalism and big data, Information Communication & Society, 24 (15): 2258-2276; 10.1080/1369118X.2020.1759670.
Fussey, P & Roth, S. (2020). Digitizing Sociology: Continuity and Change in the Internet Era, The Journal Of The British Sociological Association, 54 (4): 659-674; 10.1177/0038038520918562.
Halford, S. &. Savage, S. (2017). Speaking Sociologically with Big Data: symphonic social science and the future for Big Data research, Southampton University; doi:10.1177/0038038517698639.
Kotras, B. (2020). Opinions that matter: the hybridization of opinion and reputation measurement in social media listening software, Media Culture & Society, 42 (7-8): 1495-1511; 10.1177/0163443720939427.
Kitchin, R. (2014). The Data Revolution: Big Data, Open Data, Data Infrastructures and Their Consequences, London, Sage.
Lane, T (2020). Along which identity lines does 21st-century Britain divide? Evidence from Big Brother . Rationality and Society, 32 (2): 197-222;10.1177/1043463120904049.
Lauro, A., Amaturo, E., Grassia, M.S., Marino, M., Aragona, B. (2017). Data science and Social Research, Epistemology, Methods, Thecnology and Application, Napoli, Springer.
Liu, JK & Chen, YS. (2021). Attention to social stratification in the public discourse: An empirical study based on big data of books 1949-2008, Journal Of Chinese Sociology, 8(1); 10.1186/s40711-021-00155-w.
Lupton L. (2014). Digital Sociology, Canberra, Routledge.
Marres, N., (2013). Scraping the social? Issues in live social research, Journal Of Cultural Economy, 6(3),313-335.
Martire, F., Pitrone, M.C. (2016). Lo studio dell’opinione pubblica al tempo dei big data. Una sfida per la ricerca sociale, Sociologia e Ricerca Sociale, 109(3). 102-115.
Mayer-Schonberger, V., & Cukier, K. (2013). Big Data: A Revolution That Will Transform How We Live, Work, and Think, New York, Houghton Mifflin Harcourt.
Mauceri S. (2016). Contro la deriva scissoria, Le funzioni dei big data nelle strategie integrate della ricerca sociale, Sociologia e Ricerca Sociale, 109, pp. 70-82.
Mazzaro, F., & Punziano, G. (2017) Online Textual Data and Political communication analysis, AIS Journal of Sociology, (11): 143-158.
McQuade, B. (2021). World Histories of Big Data Policing The Imperial Epistemology of the Police-Wars of U.S. Hegemony, Journal Of World-Systems Research, 27(1):109-135; 10.5195/JWSR.2021.1033
Meerstra-de Haan, E, Haartsen, T, Meier, S & Strijker, D. (2020). An Initiators' Perspective on the Continuity of Citizens' Initiatives in Rural Areas, Rural Sociology, 85(1):213-234; 10.1111/ruso.12288.
Orton-Jonson, K., & Prior N. (2013). Digital Sociology: Critical Prospectives, Palgrave Macmillan, London.
Parra Sainai, P. (2016). Le risorse e il controllo. I big data oltre il mito, in Sociologia e Ricerca Sociale, 109(3): 28- 41.
Sabella, L. (2017) Basta che funzioni? Note su Big Data e teoria sociologica, AIS Journal of Sociology, (11): 187-194
Roger, R. (2013) Digital Methods, MIT Press, Cambridge, USA.
Roger, R. (2019) Doing Digital Methods, SAGE Publications, Thousand Oaks, USA.
Ruppert, E., Harvey, P., Lury, C., Mackenzie, A., McNally, R., Baker, A., Kallianos, Y., Lewis, C. (2013). Socialising Big Data: From concept to practice, Centre for Research on Socio-Cultural Change, Manchester.
Roth, S & Luczak-Roesch, M. (2020). Deconstructing the data life-cycle in digital humanitarianism, Information Communication & Society, 23(4):555-571; 10.1080/1369118X.2018.1521457.
Sandvik, KB. (2020). Wearables for something good: aid, dataveillance and the production of children's digital bodies, Information Communication & Society, 23(14): 2014-2029; 10.1080/1369118X.2020.1753797.
Savage, M. & Burrows, R. (2009). Some Further Reflections on the Coming Crisis of Empirical Sociology, Sociology, XLIII, n. 4.
Westermeier, C. (2020). Money is data - the platformization of financial transactions, Information Communication & Society, 23(14): 2047-2063; 10.1080/1369118X.2020.1770833.
Willig, I. (2022). From audiences to data points: The role of media agencies in the platformization of the news media industry, Media Culture & Society, 44(1):56; 71.10.1177/01634437211029861.
Wynn, J.R., (2009), Digital Sociology: Emergent Technologies in field and the classromm, Sociological Forum, n. 24, Issue 2
Zani, S., Creioli,. (2015). Analisi dei dati e data mining per le decisioni aziendali, Edizioni nuova cultura, Roma.
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- 2022-10-12 (2)
- 2022-06-01 (1)