Research Article

BIG DATA FROM SOCIAL MEDIA PERSPECTIVE: A CASE STUDY WITH FACEBOOK

Volume: 3 Number: 1 June 30, 2023
EN TR

BIG DATA FROM SOCIAL MEDIA PERSPECTIVE: A CASE STUDY WITH FACEBOOK

Abstract

Thanks to the development of internet science and the ability of computers to bring individuals, institutions, and communities together as a communication tool, social media platforms have gone beyond being used as a communication tool and have become perception management and manipulation tools of institutions. Using digital communication tools, user data was used to identify target users and create strategies. In the current age, the concept of data shows its importance frequently. The Economist's article "The world's most valuable resource is no longer oil, but data" shows that the concept of data has reached a striking point. The process of determining user profiles, behaviours and habits based on user information takes place thanks to cumulatively increasing huge data stacks. These massive stacks of data are called ‘Big Data’. For Big Data, social media tools are used to obtain up-to-date, huge data stacks covering users from all walks of life. The role of big data in social media platforms is discussed in the study. The concepts of big data and social media and their development processes, the advantages and disadvantages of big data and data breaches will be discussed, and data breaches will be examined through the Facebook platform. The study aims to create a discussion point about data breaches and the limits of big data.

Keywords

Big Data, Digital Media, Data Breach, Facebook, Cambridge Analytica

References

  1. Aran, Ali. 2020. “Here’s What Happens Every Minute on the Internet in 2020.” Retrieved December 27, 2020 (https://www.visualcapitalist.com/every-minute-internet-2020/).
  2. Benjamin, Ruha. 2019a. “Assessing Risk, Automating Racism: A Health Care Algorithm Reflects Underlying Racial Bias in Society.” Science 366(6464):421–22.
  3. Benjamin, Ruha. 2019b. Race after Technology: Abolitionist Tools for the New Jim Code. Medford: Polity Press.
  4. Boyd, Danah, and Kate Crawford. 2012. “Critical Questions for Big Data: Provocations for a Cultural, Technological, and Scholarly Phenomenon.” Information Communication and Society 15(5):662–79.
  5. Bronson, N., Lento, T., & Wiener, J. L. 2015. “Open data challenges at Facebook.” 2015 IEEE 31st International Conference on Data Engineering. Seoul, Korea (South) : IEEE.
  6. Brown, A. P. 2008. “A review of the literature on case study research.” Canadian Journal for New Scholars in Education, 1-13.
  7. Caliskan, Aylin, Joanna J. Bryson, and Arvind Narayanan. 2017. “Semantics Derived Automatically from Language Corpora Contain Human-like Biases.” Science 356(6334):183–86.
  8. Clarke, Laurie. 2020. “How the Cambridge Analytica Scandal Unravelled.” Retrieved December 29, 2020 (https://www.newstatesman.com/science-tech/social-media/2020/10/how-cambridge-analytica-scandal-unravelled).
  9. Chmiliar, L. 2012. “Multiple-Case Designs. Encyclopedia of Case Study Researc” (s. 582-583). içinde Thousand Oaks: SAGE Publications.
  10. Coté, Mark. 2014. “Data Motility: The Materiality of Big Social Data.” Cultural Studies Review 20(1):121–49.
APA
Dinç, S. (2023). BIG DATA FROM SOCIAL MEDIA PERSPECTIVE: A CASE STUDY WITH FACEBOOK. Fenerbahçe Üniversitesi Sosyal Bilimler Dergisi, 3(1), 1-14. https://doi.org/10.58620/fbujoss.1310830
AMA
1.Dinç S. BIG DATA FROM SOCIAL MEDIA PERSPECTIVE: A CASE STUDY WITH FACEBOOK. FBUJOSS. 2023;3(1):1-14. doi:10.58620/fbujoss.1310830
Chicago
Dinç, Sibel. 2023. “BIG DATA FROM SOCIAL MEDIA PERSPECTIVE: A CASE STUDY WITH FACEBOOK”. Fenerbahçe Üniversitesi Sosyal Bilimler Dergisi 3 (1): 1-14. https://doi.org/10.58620/fbujoss.1310830.
EndNote
Dinç S (June 1, 2023) BIG DATA FROM SOCIAL MEDIA PERSPECTIVE: A CASE STUDY WITH FACEBOOK. Fenerbahçe Üniversitesi Sosyal Bilimler Dergisi 3 1 1–14.
IEEE
[1]S. Dinç, “BIG DATA FROM SOCIAL MEDIA PERSPECTIVE: A CASE STUDY WITH FACEBOOK”, FBUJOSS, vol. 3, no. 1, pp. 1–14, June 2023, doi: 10.58620/fbujoss.1310830.
ISNAD
Dinç, Sibel. “BIG DATA FROM SOCIAL MEDIA PERSPECTIVE: A CASE STUDY WITH FACEBOOK”. Fenerbahçe Üniversitesi Sosyal Bilimler Dergisi 3/1 (June 1, 2023): 1-14. https://doi.org/10.58620/fbujoss.1310830.
JAMA
1.Dinç S. BIG DATA FROM SOCIAL MEDIA PERSPECTIVE: A CASE STUDY WITH FACEBOOK. FBUJOSS. 2023;3:1–14.
MLA
Dinç, Sibel. “BIG DATA FROM SOCIAL MEDIA PERSPECTIVE: A CASE STUDY WITH FACEBOOK”. Fenerbahçe Üniversitesi Sosyal Bilimler Dergisi, vol. 3, no. 1, June 2023, pp. 1-14, doi:10.58620/fbujoss.1310830.
Vancouver
1.Sibel Dinç. BIG DATA FROM SOCIAL MEDIA PERSPECTIVE: A CASE STUDY WITH FACEBOOK. FBUJOSS. 2023 Jun. 1;3(1):1-14. doi:10.58620/fbujoss.1310830