• Journal of Internet Computing and Services
    ISSN 2287 - 1136(Online) / ISSN 1598 - 0170 (Print)
    http://jics.or.kr/

Korean Collective Intelligence in Sharing Economy Using R Programming: A Text Mining and Time Series Analysis Approach


Jae Won Kim, You Dong Yun, Yu Jin Jung, Ki Youn Kim, Journal of Internet Computing and Services, Vol. 17, No. 5, pp. 151-160, Oct. 2016
10.7472/jksii.2016.17.5.151, Full Text:
Keywords: Sharing Economy, Collective Intelligence, Text Mining, Big data, R-programming, time series analysis

Abstract

The purpose of this research is to investigate Korean popular attitudes and social perceptions of 'sharing economy' terminology at the current moment from a creative or socio-economic point of view. In Korea, this study discovers and interprets the objective and tangible annual changes and patterns of sociocultural collective intelligence that have taken place over the last five years by applying text mining in the big data analysis approach. By crawling and Googling, this study collected a significant amount of time series web meta-data with regard to the theme of the sharing economy on the world wide web from 2010 to 2014. Consequently, huge amounts of raw data concerning sharing economy are processed into the value-added meaningful 'word clouding' form of graphs or figures by using the function of word clouding with R programming. Till now, the lack of accumulated data or collective intelligence about sharing economy notwithstanding, it is worth nothing that this study carried out preliminary research on conducting a time-series big data analysis from the perspective of knowledge management and processing. Thus, the results of this study can be utilized as fundamental data to help understand the academic and industrial aspects of future sharing economy-related markets or consumer behavior.


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Cite this article
[APA Style]
Jae Won Kim, You Dong Yun, Yu Jin Jung, & Ki Youn Kim (2016). Korean Collective Intelligence in Sharing Economy Using R Programming: A Text Mining and Time Series Analysis Approach. Journal of Internet Computing and Services, 17(5), 151-160. DOI: 10.7472/jksii.2016.17.5.151.

[IEEE Style]
J. W. Kim, Y. D. Yun, Y. J. Jung and K. Y. Kim, "Korean Collective Intelligence in Sharing Economy Using R Programming: A Text Mining and Time Series Analysis Approach," Journal of Internet Computing and Services, vol. 17, no. 5, pp. 151-160, 2016. DOI: 10.7472/jksii.2016.17.5.151.

[ACM Style]
Jae Won Kim, You Dong Yun, Yu Jin Jung, and Ki Youn Kim. 2016. Korean Collective Intelligence in Sharing Economy Using R Programming: A Text Mining and Time Series Analysis Approach. Journal of Internet Computing and Services, 17, 5, (2016), 151-160. DOI: 10.7472/jksii.2016.17.5.151.