Meta-Analysis of Social Networking Sites for the Purpose of Preventing Privacy Threats in the Digital Age
Abstract
This article will discuss the challenges to privacy and data mining in social networking sites (Social Networking Sites). The author begins by defining privacy and data mining in today's big data sector before doing a meta-synthesis analysis. Numerous references and literature reviews were undertaken in order to compile material pertinent to the topic of privacy risks and data mining on social networking sites. According to the researchers' conceptualization, privacy concerns and data mining on SNS can be classified into three categories: multimedia content threats, traditional threats, and social threats. Each category is subdivided into multiple threat types. The author notes that in addition to utilizing the privacy measures offered by the SNS site, users must develop an early understanding of the difference between information and secrets. Users must use caution when deciding what content to share on social media platforms and what not to share.
Article Metrics
Abstract: 372 Viewers PDF: 198 ViewersKeywords
Full Text:
PDFReferences
D. Liu, P. A. Kirschner, and A. C. Karpinski, “A meta-analysis of the relationship of academic performance and Social Network Site use among adolescents and young adults,” Comput. Human Behav., vol. 77, pp. 148–157, 2017, doi: 10.1016/j.chb.2017.08.039.
A. N. Saiphoo, L. Dahoah Halevi, and Z. Vahedi, “Social networking site use and self-esteem: A meta-analytic review,” Pers. Individ. Dif., vol. 153, no. June 2019, p. 109639, 2020, doi: 10.1016/j.paid.2019.109639.
Q. Zhang, M. Schwade, Y. Smith, R. Wood, and L. Young, “Exercise-based interventions for post-stroke social participation: A systematic review and network meta-analysis,” Int. J. Nurs. Stud., vol. 111, p. 103738, 2020, doi: 10.1016/j.ijnurstu.2020.103738.
S. P. Coundouris, C. L. Tyson, and J. D. Henry, “Social networking site use and relationship quality: A double edged sword,” Comput. Human Behav., vol. 123, no. November 2020, p. 106871, 2021, doi: 10.1016/j.chb.2021.106871.
C. Cheng, Y. ching Lau, L. Chan, and J. W. Luk, “Prevalence of social media addiction across 32 nations: Meta-analysis with subgroup analysis of classification schemes and cultural values,” Addict. Behav., vol. 117, p. 106845, 2021, doi: 10.1016/j.addbeh.2021.106845.
J. Mou and M. Benyoucef, “Consumer behavior in social commerce: Results from a meta-analysis,” Technol. Forecast. Soc. Change, vol. 167, no. July 2020, 2021, doi: 10.1016/j.techfore.2021.120734.
E. J. Ivie, A. Pettitt, L. J. Moses, and N. B. Allen, “A meta-analysis of the association between adolescent social media use and depressive symptoms,” J. Affect. Disord., vol. 275, pp. 165–174, 2020, doi: 10.1016/j.jad.2020.06.014.
A. Fathalizadeh, M. R. Hosseini, A. J. G. Silvius, A. Rahimian, I. Martek, and D. J. Edwards, “Barriers impeding sustainable project management: A Social Network Analysis of the Iranian construction sector,” J. Clean. Prod., vol. 318, no. July, p. 128405, 2021, doi: 10.1016/j.jclepro.2021.128405.
D. Liu and W. K. Campbell, “The Big Five personality traits, Big Two meta traits and social media: A meta-analysis,” J. Res. Pers., vol. 70, pp. 229–240, 2017, doi: 10.1016/j.jrp.2017.08.004.
M. Domínguez-Rodrigo, L. Cobo-Sánchez, J. Aramendi, and A. Gidna, “The meta-group social network of early humans: A temporal–spatial assessment of group size at FLK Zinj (Olduvai Gorge, Tanzania),” J. Hum. Evol., vol. 127, pp. 54–66, 2019, doi: 10.1016/j.jhevol.2018.11.001.
W. Su, X. Han, H. Yu, Y. Wu, and M. N. Potenza, “Do men become addicted to internet gaming and women to social media? A meta-analysis examining gender-related differences in specific internet addiction,” Comput. Human Behav., vol. 113, no. June, p. 106480, 2020, doi: 10.1016/j.chb.2020.106480.
Y. jing Zhang et al., “Social brain network correlates with real-life social network in individuals with schizophrenia and social anhedonia,” Schizophr. Res., vol. 232, pp. 77–84, 2021, doi: 10.1016/j.schres.2021.05.016.
C. Huang, “Social network site use and Big Five personality traits: A meta-analysis,” Comput. Human Behav., vol. 97, no. March, pp. 280–290, 2019, doi: 10.1016/j.chb.2019.03.009.
C. Huang, “Social network site use and academic achievement: A meta-analysis,” Comput. Educ., vol. 119, pp. 76–83, 2018, doi: 10.1016/j.compedu.2017.12.010.
S. Tifferet, “Gender differences in privacy tendencies on social network sites: A meta-analysis,” Comput. Human Behav., vol. 93, no. October 2018, pp. 1–12, 2019, doi: 10.1016/j.chb.2018.11.046.
D. Liu, K. B. Wright, and B. Hu, “A meta-analysis of Social Network Site use and social support,” Comput. Educ., vol. 127, pp. 201–213, 2018, doi: 10.1016/j.compedu.2018.08.024.
S. Yoon, M. Kleinman, J. Mertz, and M. Brannick, “Is social network site usage related to depression? A meta-analysis of Facebook–depression relations,” J. Affect. Disord., vol. 248, no. January, pp. 65–72, 2019, doi: 10.1016/j.jad.2019.01.026.
R. Chen, D. J. Kim, and H. R. Rao, “A study of social networking site use from a three-pronged security and privacy threat assessment perspective,” Inf. Manag., vol. 58, no. 5, p. 103486, 2021, doi: 10.1016/j.im.2021.103486.
B. Bhushan, P. Sinha, K. M. Sagayam, and A. J, “Untangling blockchain technology: A survey on state of the art, security threats, privacy services, applications and future research directions,” Comput. Electr. Eng., vol. 90, no. October, p. 106897, 2021, doi: 10.1016/j.compeleceng.2020.106897.
M. S. Kim, Y. Jung, and J. Kim, “A study on factors affecting privacy risk tolerance to prevent the spread of COVID-19 in South Korea,” Bus. Horiz., no. xxxx, 2021, doi: 10.1016/j.bushor.2021.07.002.
Refbacks
- There are currently no refbacks.
Journal of Applied Data Sciences
| ISSN | : | 2723-6471 (Online) |
| Organized by | : | Departement of Information System, Universitas Amikom Purwokerto, Indonesia; Computer Science and Systems Information Technology, King Abdulaziz University, Kingdom of Saudi Arabia. |
| Website | : | http://bright-journal.org/JADS |
| : | taqwa@amikompurwokerto.ac.id (principal contact) | |
| husniteja@uinjkt.ac.id (managing editor) | ||
| support@bright-journal.org (technical issues) |
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0