PELUANG DAN TANTANGAN BIG DATA SEBAGAI METODE DALAM KAJIAN KOMUNIKASI (Sebuah Kajian Literatur)

Farina Islami

Abstract


The utilization of big data is still not very popular in Indonesia, especially among communication researchers. In reality, big data is beneficial for effective and efficient data collection, which can facilitate researchers in obtaining data. Big data in communication studies has garnered significant interest from both academics and business professionals in recent years. This paper is a literature review with a traditional conceptual approach. The primary data in this writing consists of previous research journals discussing the opportunities and challenges of big data in social studies, which were subjectively selected by the researcher. The study results indicate that the opportunity of using big data as a method in communication research is to facilitate data collection and a broader examination of communication contexts related to media and technology, such as sentiment analysis in political communication, image analysis in organizational communication, consumer needs analysis in marketing communication, and predictive analysis in disaster communication. Challenges that arise include data accountability, especially in evaluating sentiment, opinions, and images through mass media. Furthermore, the statistical nature of big data raises doubts about data accuracy. However, these shortcomings can be optimized with competent human resources and integrated, standardized big data support tools provided by the government and relevant stakeholders.

Keywords: Big data, Communication, Opportunities, Challenges.


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References


Aditya, Grogerius. (2021). Big Data dan Komunikasi Politik di Indonesia : Studi Kasus PILPRES 2019 dan RUU Perlindungan Data Pribadi. Airlangga University.

https://www.researchgate.net/publication/351307911

Bail, C. A. (2014) The Cultural Environment: Measuring Culture with Big Data. Theor Soc. 43(2014):465-482

Batrinca, B. Treleaven, P. C. (2015). Social Media Analytic: A Survey ofTechniques, Tools and Platforms. AI & Soc. 30 (2015): 89-116

Berman, J.J. (2013). Principles of Big Data: Preparing, Sharing, and

Analyzing Complex Information. Morgan Kaufmann.

Boyd, D., & Crawford, K. (2012). Critical Questions for Big Data. Information, Communication & Society, 15(5), 662–

https://doi.org/10.1080/1369118X.2012.678878

Calhoun, C. (2011). Plenary| Communication as Social Science (and More). International Journal of Communication, 5, 18. https://doi.org/10.1590/S1809-58442012000100014

Davy, Jonathan. 2019. “How will big data influence the future of policy making in Indonesia?”, in The Jakarta Post https://www.thejakartapost.com/academia/2019/07/23/how-willbig-data-influence-the-future-of-policy-making-in-indonesia.html

EDPS. (2015). Meeting the challenges of big data. https://edps.europa.eu/sites/edp/files/publication/15-11-19_big_data_en.pdf

Fan, Jianqing. Han, Fang. Liu, Han. (2014). Challenges of big data analysis. National science review. Vol 1, Issue 2. Doi https://doi.org/10.1093/nsr/nwt032

Hargittai, E. (2015) Is Bigger Always Better? Potential Biases of Big Data.Social Network Sites. ANNALS, AAPS.

Jesson, J. K., Matheson, L, dan Lacey F.M. (2011) Doing Your Lierature Review: Traditional and Systematic Techniques. SAGE publication Ltd.

Lau, F., & Kuziemsky, C. (2016). Handbook of eHealth Evaluation: An Evidence-based Approach. Victoria. British Columbia, Canada: University of Victoria.

Maryanto. Budi. (2017). Big Data Dan Pemanfaatannya Dalam Berbagai Sektor. Media Informatika Vol.16 No.2

Memon, S. Changfen, W. Rasheed, S. (2017). Big Data Environment & Communication Management (A statistical analysis for large projects). Saudi Journal of Business and Management Studies. ISSN 2415-6663 (Print), ISSN 2415-6671 (Online). Doi : DOI: 10.21276/sjbms

Manovich, L. (2012) Trending: The Promises and the Challenges of Big Social Data dalam Debates in the Digital Humanities (ed. Matthew K. Gold). University of Minnesota Press. Minneapolis.

Murniarti, Erni. (2019). Sejarah Komunikasi, Pengaruh Perkembangan Teknologi Komunikasi, Sejarah Perkembangan Ilmu Komunikasi Dan Teori-Teori Komunikasi. Bahan Ajar Modul 3. Fakultas Keguruan Dan Ilmu Pendidikan Universitas Kristen Indonesia

Nomleni, P., Hariadi, M. and Eddy Purnama, I. K. (2015) “Sentiment Analysis Berbasis Big Data Sentiment Analysis Based Big Data”, Prosiding seminar nasional ke -9 ReTII. //journal.itny.ac.id/index.php/ReTII/article/view/75

Sekretariat kabinet Indonesia. (2019). President Jokowi Issues Regulation on Satu Data Indonesia. https://setkab.go.id/id/president-jokowi-issues-regulation-on-satu-data-indonesia/

Schroeder, R. (2016). Big data and communication research. Oxford Research Encyclopedia of Communication.

https://doi.org/10.1093/acrefore/9780190228613.013.276

Stieglitz, S. Xuan, D, L. (2013). Emotions and Information Diffusion in Social Media — Sentiment of Microblogs and Sharing Behavior. Journal of management information system 29 (4). Doi http://dx.doi.org/10.2753/MIS0742-1222290408

Scholars Middle East Publishers ISSN 2415-6671 (Online)

Susatyono, Jarot, D. (2021). Perbedaan Big data dan Internet og Thing. Universitas Stekom. https://sistem-komputer-s1.stekom.ac.id/index.php/informasi/baca/Perbedaan-Antara-Big-Data-dan-Internet-of-Things/f6021630b84cb067527c19624ed925ccf23d860a

Svensson, P (2010) The Landscape of Digital Humanities. Volume 4 Number 1. http://digitalhumanities.org/dhq/vol/4

Kim, J.; D. Brossard; D. A. Scheufele; dan M Xenos (2016). Shared information in the Age of Big Data: Exploring Sentiment Expression Related to Nuclear Energy on Twitter. Journalism & Mass Communication

Quarterly. 93(2)

Karaboga, T. Karaboga, H,A. Sehitoglu, Y. (2020). The Rise of Big Data in Communication Sciences: A Bibliometric Mapping of the

Literature. Connectist: Istanbul University Journal of Communication Sciences. E-ISSN : 2636-8943 Doi 10.26650/CONNECTIST2020-008

Parks, Malcom, R. (2014). Big Data in Communication Research: Its Contents and Discontents. Journal of Communication, Volume 64, Issue 2 Doi: https://doi.org/10.1111/jcom.12090

Purwani, Diah, Ajeng. (2020). Urgensi Penelitian Komunikasi Pembangunan melalui big data. Sekolah Pasca sarjana UGM. https://digilib.uin-suka.ac.id/id/eprint/49110/

Ramsay, S. (2013). Who’s and who’s out dalam Defining Digital Humanities: A Reader (ed.Melissa Terras, Julianne Nyhan, dan Edward

Vanhoutte). Ashgate Publishing Limited

Rumata, Vience, M. (2016). Peluang Dan Tantangan Big Data Dalam Penelitian Ilmu Sosial: Sebuah Kajian Literatur. Jurnal Penelitian Komunikasi dan Opini Publik Vol. 20 No.1

Svensson, P (2010) The Landscape of Digital Humanities. Volume 4

Number 1. Diakses pada 19 Juli 2016.

http://digitalhumanities.org/dhq/vol/4/1/000080/000080.html#

Schroeder, R. (2016). Big data and communication research. Oxford Research Encyclopedia of Communication. https://doi.org/10.1093/acrefore/9780190228613.013.276

Syafganti, Imam. (2018). Digital Transformation, Big Data and Research Landscape in Digital Communication. Jurnal Komunikasi ISKI Vol. 3 No 2. E-ISSN: 2503-0795 P-ISSN: 2548-8740. Doi. http://dx.doi.org/10.25008/jkiski.v3i2.220

Tang ,et al., (2020). “Trends Prediction of Big Data: A Case Study based on Fusion Data”, in 2019 International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI2019), Procedia Computer Science

Tsou, M. H. (2011, January). Mapping cyberspace: Tracking the spread of ideas on the internet. In Proceeding of

the 25th International Cartographic Conference. Retrieved from https://icaci.org/files/documents/ICC_proceedings/ICC2011/Oral%20Presentations%20PDF/D3-Internet,%20web%20services%20and%20

web%20mapping/CO-354.pdf

Tene, O., dan Polonetsky, J. (2013) Big Data for All: Privacy and User Control in the Age of Analytics University School of Law, 11(5)

Wiencierz, C. Rottger, U. (2018). Big data-bases strategic communication. Digital Communication director. https://www.akademische-gesellschaft.com/fileadmin/webcontent/Presse/1803_Comm_Director_CW_UR_2018_BD_based_Strat_Comm.pdf




DOI: https://doi.org/10.47007/jkomu.v21i01.834

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