Journal of Contemporary Eastern Asia

세계트리플헬릭스미래전략학회 (World Association for Triple Helix and Future Strategy Studies)
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Emerging Gender Issues in Korean Online Media: A Temporal Semantic Network Analysis Approach

  • Lee, Young-Joo (Department of ICT Convergence, National Information Society Agency) ;
  • Park, Ji-Young (Department of ICT Convergence, National Information Society Agency)
  • 발행 : 2019.12.30
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초록

In South Korea, as awareness of gender equality increased since the 1990s, policies for gender equality and social awareness of equality have been established. Until recently, however, the gap between men and women in social and economic activities has not reached the globally desired level and led to social conflict throughout the country. In this study, we analyze the content of online news comments to understand the public perception of gender equality and the details of gender conflict and to grasp the emergence and diffusion process of emerging issues on gender equality. We collected text data from the online news that included the word 'gender equality' posted from January 2012 to June 2017 and also collected comments on each selected news item. Through text mining and the temporal semantic network analysis, we tracked the changes in discourse on gender equality and conflict. Results revealed that gender conflicts are increasing in the online media, and the focus of conflict is shifting from 'position and role inequality' to 'opportunity inequality'.

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참고문헌

  1. Aggarwal, C. C. (2011). An introduction to social network data analytics. In Social network data analytics (pp. 1-15). Springer, Boston, MA.
  2. Ahn, S., Kim, I., Lee, J., & Yun, B. (2015). Namsung-ui sam-e kwanhan kion yeongu [Basic Research on Korean Men's Life (II): Focus on the conflict in values of young men concerning gender equality], Korean Women's Development Institute.
  3. Amanatidou, E., Butter, M., Carabias, V., Konnola, T., Leis, M., Saritas, O., ... & van Rij, V. (2012). On concepts and methods in horizon scanning: Lessons from initiating policy dialogues on emerging issues. Science and Public Policy, 39(2), 208-221. https://doi.org/10.1093/scipol/scs017
  4. Backstrom, L., Huttenlocher, D., Kleinberg, J., & Lan, X. (2006). Group formation in large social networks: membership, growth, and evolution. Paper presented at the The 12th ACM SIGKDD international conference on Knowledge discovery and data mining, 44-54.
  5. Breiger, R., Boorman, S., & Arabie, P. (1975). An algorithm for clustering relational data, with applications to social network analysis and comparison with multi-dimensional scaling. Journal of Mathematical Psychology, 12, 328-383. https://doi.org/10.1016/0022-2496(75)90028-0
  6. Chetty, N., & Alathur, S. (2018). Hate speech review in the context of online social networks. Aggression and violent behavior, 40, 108-118. https://doi.org/10.1016/j.avb.2018.05.003
  7. Cho, S. E., Choi. M. G., & Park, H. W. (2012). Government-civic group conflicts and communication strategies: A text analysis of TV debates on Korea's import of U.S. beef. Journal of Contemporary Eastern Asia, 11 (1), 1-20 https://doi.org/10.17477/jcea.2012.11.1.001
  8. Choi, S., & Park, H. W. (2015) Networking interest and networked structure: A quantitative analysis of Twitter data. Social Science Computer Review, 33(2), 145-162 https://doi.org/10.1177/0894439314527054
  9. Choi, D. S., Choi, S. E., & Choi, Y. J. (2008). How do comments affect forming public opinion in Internet portal news? Political Communication Studies, 8, 311-358.
  10. Faskowitz, J., Yan, X., Zuo, X. N., & Sporns, O. (2018). Weighted Stochastic Block Models of the Human Connectome across the Life Span. Scientific reports, 8(1), 12997. https://doi.org/10.1038/s41598-018-31202-1
  11. Fraser, N., & Honneth, A. (2003). Redistribution or recognition?: a political-philosophical exchange. Verso.
  12. Choi, Y. J. (2016). National Survey on Gender Equality. Korean Women's Development Institute.
  13. Garnett, K., Lickorish, F. A., Rocks, S. A., Prpich, G., Rathe, A. A., & Pollard, S. J. (2016). Integrating horizon scanning and strategic risk prioritisation using a weight of evidence framework to inform policy decisions. Science of the Total Environment, 560, 82-91. https://doi.org/10.1016/j.scitotenv.2016.04.040
  14. Ging, D. & Siapera, E. (2018). Special issue on online misogyny, Feminist Media Studies, 18(4), 515-524 https://doi.org/10.1080/14680777.2018.1447345
  15. Guo, L., & Vargo, C. (2015). The power of message networks: A big-data analysis of the network agenda setting model and issue ownership. Mass Communication and Society, 18(5), 557-576. https://doi.org/10.1080/15205436.2015.1045300
  16. Hong, J. (2017). Zenderhwa-den pokryuck-e daehan news bodo: 4 gae enron-sa-ui kangnam-yeok yeosung salin sagun bodo-rel jungsim-ero [The Study of the Media’s Method of Reenacting Gender Based Violence]. Hankook Eonron Jungbo Hakbo [Korean Journal of Communication & Information], 83, 186-218.
  17. Jane, E. A. (2016). Online misogyny and feminist digilantism. Continuum, 30(3), 284-297. https://doi.org/10.1080/10304312.2016.1166560
  18. Jeon, S. Y., Park, J. Y., & Kim, Y. H. (2008). Ki-hon namnyeo-eui il-gajok galdeung-e dareun gajokgungangsung-eui chai-e kwanhan yeon-gu [A Study of Family Healthy Difference according to Married Employees' Work-Family Conflict]. Hankook Gajok Jawon Kyungyoung Hakhoi-Ji[Journal of Korea Family Resource Management Association], 12(3), 59-79.
  19. Jun, C. N., & Chung, C. J. (2016). Big data analysis of local government 3.0: Focusing on Gyeongsangbukdo in Korea. Technological Forecasting and Social Change, 110, 3-12. https://doi.org/10.1016/j.techfore.2015.11.007
  20. Kim, S. H., Oh, S. W., & Choi, M. J. (2016). Daet-gul munwha bunseok [Analysis on the Commenting Culture], Media Issue, Korean Press Foundation, 2(10), 1-25.
  21. Kim Y. L. (2017). The Emergence of "Megalian" Sites and "Mirroring" Strategies. The 12th EGEP Workshop, Center for Asian Female Studies at Ehwa Womens' University, 57-60.
  22. Lacoboni, M. (2008). Mirroring people: The new science of how we connect with others. New York, NY: Picador.
  23. Lee, J. (2013). Hankook sahoi gender galdeung-kwa sahoi tong-hap [Gender Conflict and Social Cohesion in South Korea]. The Justice, 134, 94-109.
  24. Lee, S. Kim H., & Jung, S. (2016a). Text-mining giban topic bunseok-eul tonghan online seongchabyul-eui ihae [Text-mining based Topic Analysis on Online Sexism]. Cyber Communication Hackbo [Journal of Cybercommunication Academic Society], 33(3), 159-199.
  25. Lee, S, Kim, K, Kang H, Min, S. J. (2016b). Measures for increasing acceptance for and effectiveness of gender equality policies, Korean Women's Development Institute
  26. Lee, S., Lee, H., Kang H, Kim M., & Kim, H, (2014). Development of Policy for promotion of gender equality culture, Korean Women's Development Institute
  27. Lee, W. T., Kim, J. K., & Kim H. Y. (2012). A Study on New Development of Social Conflicts and Social Inclusion Policy in the Digital Age, Korean Information Society Development Institute
  28. Lee, Y. J., & Park, J. Y. (2018). Identification of future signal based on the quantitative and qualitative text mining: a case study on ethical issues in artificial intelligence. Quality & Quantity, 52(2), 653-667. https://doi.org/10.1007/s11135-017-0582-8
  29. Litchfield, C., Kavanagh, E., Osborne, J., & Jones, I. (2018). Social media and the politics of gender, race and identity: the case of Serena Williams. European Journal for Sport and Society, 15(2), 154-170. https://doi.org/10.1080/16138171.2018.1452870
  30. Ma, K. H., Kim, K., Park SB., & Lee, S. (2016). Directions for Implementing Gender Equality Policy, Korean Women's Development Institute.
  31. Meraz, S. (2011). Using time series analysis to measure intermedia agenda-setting influence in traditional media and political blog networks. Journalism & Mass Communication Quarterly, 88(1), 176-194. https://doi.org/10.1177/107769901108800110
  32. Monge, P. R., & Contractor, N. S. (2003). Theories of Communication Networks: Oxford University Press, USA.
  33. Moon, Y.K., Kim, Y.T. Park, G. P., & Cha C. (2016). A Basic Study for Utilizing Gender Big Data, Korean Women's Development Institute.
  34. Nande, S., Chitnis, R., & Bose, S., (2019). A Review Based Study of Gender Equality in Media, International Conference on Media Ethics May 29, 2019.
  35. Palla, G., Barabasi, A. L., & Vicsek, T. (2007). Quantifying social group evolution. Nature, 446(7136), 664-667. https://doi.org/10.1038/nature05670
  36. Park, S., Kim, K., & Ko, M. (2010). Hankook shinmoon opinion column eui gender teuksung bunseok [An Analysis of Gender Inequality in the Op-Ed Pages of Korean Newspapers], Hankook Eonron Hakbo [Korean Journal of Journalism & Communication Studies], 54(1), 55-81.
  37. Park, K. (2009). Kihon chui-up yeosung-eui il-gajok yangrip-eul wehan sigan galdeung yeongu [A Study on the Factors Affecting Time Conflict of Married Women Workers between Work and Family: Focusing on the Differences according to Age Groups and Gender Role Attitudes]. Hankook Yeosung Hak [Journal of Korean Women’s Studies], 25(2), 37-71.
  38. Park, J., & Lee, K. (2014). The Effect of Marital Conflict on Socio-Demographic Characteristics, Domestic Role Attitude and Gender Consciousness of Multi-Cultural Family Couples: Focused on the Daegu- Gyungbook Province. Family and Culture, 26(1), 205-236. https://doi.org/10.21478/FAMILY.26.1.201403.008
  39. Park, J. (2013). Gajok nae gasa-bundamkwa seong-yukhal insikeseo natananeun yangsungpyundeon siltae [Gauging Gender Equality in Terms of Household Labor Division and Gender-role Perception]. Health-welfare Policy Forum, 199, 28-38.
  40. Park, C., & Kim, H. (2015). Samul-internet eul tong-han energy shin sanup baljeon-banghyang yeon-gu [A Study on the development of the new energy industry through the Internet of things: searching future signs using text mining], Korea Energy Economics Institute, Ulsan.
  41. Park, C., & Cho, S. (2017). Future sign detection in smart grids through text mining. Energy Procedia, 128, 79-85. https://doi.org/10.1016/j.egypro.2017.09.018
  42. Popa, D., & Gavriliu, D. (2015). Gender representations and digital media. Procedia-Social and Behavioral Sciences, 180, 1199-1206. https://doi.org/10.1016/j.sbspro.2015.02.244
  43. Powell, W. W., White, D. R., Koput, K. W., & Owen-Smith, J. (2005). Network Dynamics and Field Evolution: The Growth of Interorganizational Collaboration in the Life Sciences. American Journal of Sociology, 110(4), 1132-1205. https://doi.org/10.1086/421508
  44. Peng, W., Lawler, J. J., & Kan S. (2010). Work-Family Conflict, Self-Efficacy, Job Satisfaction, and Gender: Evidences From Asia. Journal of Leadership & Organizational Studies, 17(3), 298-308. https://doi.org/10.1177/1548051810368546
  45. Roger, L (2011). "Promoting Gender Equality: An Equity-based Approach to Programming" (PDF). Operational Guidance Overview in Brief. UNICEF. Retrieved 2011-01-28.
  46. Russell Neuman, W., Guggenheim, L., Mo Jang, S., & Bae, S. Y. (2014). The dynamics of public attention: Agenda-setting theory meets big data. Journal of Communication, 64(2), 193-214. https://doi.org/10.1111/jcom.12088
  47. Sherif, M., & Sherif, C. W. (1966). The rise of attitudes toward ingroup and outgroup: Experimental verification. Groups in harmony and tension: An integration of studies on intergroup relations. New York, NY: Octagon Books.
  48. Shin, K. (2017). Gender galdeung-eui sahoihak [Sociology of Gender Conflict]. Hwanghae Munhak [Hwanghae Review], 97, 16-35.
  49. Shin, K. (2016). Yessung jungchak eseo sungpyeongdeng jungchak euro? [From Women's Policy to Gender Equality Policy? Misunderstanding and Reality of Gender Policy in Korea]. Hankook Yeosung Hak [Korean Female Studies], 32(4), 1-36.
  50. Song, T. M., & Song, J. (2016). Social Bigdata rel hwalyonghan mirae sinho yechek [Future Signals of Health and Welfare Policies and Issues using Social Big Data]. Bogeon Jungbo Tong-gye Hakhoi-Ji [Journal of Health Informatics and Statistics], 41(4), 417-427.
  51. Sudhahar, S., De Fazio, G., Franzosi, R., & Cristianini, N. (2015). Network analysis of narrative content in large corpora. Natural Language Engineering, 21(1), 81-112. https://doi.org/10.1017/S1351324913000247
  52. Thelwall, M. (2008). Social networks, gender, and friending: An analysis of MySpace member profiles. Journal of the American Society for Information Science and Technology, 59(8), 1321-1330. https://doi.org/10.1002/asi.20835
  53. Vargo, C. J., & Guo, L. (2017). Networks, big data, and intermedia agenda setting: An analysis of traditional, partisan, and emerging online US news. Journalism & Mass Communication Quarterly, 94(4), 1031-1055. https://doi.org/10.1177/1077699016679976
  54. Wallsten, K. (2007). Agenda setting and the blogosphere: An analysis of the relationship between mainstream media and political blogs. Review of policy Research, 24(6), 567-587. https://doi.org/10.1111/j.1541-1338.2007.00300.x
  55. Wang, W., & Rada, R. (1998). Structured hypertext with domain semantics. ACM Transactions on Information Systems (TOIS), 16(4), 372-412. https://doi.org/10.1145/291128.291132
  56. Wasserman, S., & Faust, K. (1994). Social network analysis: Methods and applications (Vol. 8). Cambridge university press.
  57. Webb, L.M., & Temple, N. (2016). Social Media and Gender Issues. In book: Handbook of Research on the Societal Impact of Digital Media, pp.638-669
  58. Yi, J. S., Elmqvist, N., & Lee, S. (2010). TimeMatrix: Analyzing temporal social networks using interactive matrix-based visualizations. International Journal of Human-Computer Interaction, 26(11-12), 1031-1051. https://doi.org/10.1080/10447318.2010.516722
  59. Yoo, S. H., Park, H. W., & Kim, K. H. (2009). Geyrang-jeongbo-bunseok-el hwalyong-han kisul hyucksinei Weak Signal tamsak [A study on exploring weak signals of technology innovation using informetrics]. Kisul Hyuckshin Yeon-gu [Journal of Technology Innovation], 17.
  60. Yoon, J. (2012). Detecting weak signals for long-term business opportunities using text mining of Web news. Expert Systems with Applications, 39(16), 12543-12550. https://doi.org/10.1016/j.eswa.2012.04.059
  61. https://www.koreaexpose.com/megalia-south-korean-feminism-marshals-the-power-of-the-internet/

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