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Analysis on Domestic Franchise Food Tech Interest by using Big Data

  • Hyun Seok Kim (Department of Immersive Content Convergence, Graduate School of KwangWoon University) ;
  • Yang-Ja Bae (Department of Immersive Content Convergence, Graduate School of KwangWoon University) ;
  • Munyeong Yun (Department of Tourism and Food Industry, Graduate School of Smart Convergence, KwangWoon University) ;
  • Gi-Hwan Ryu (Department of Tourism and Food Industry, Graduate School of Smart Convergence, KwangWoon University)
  • 투고 : 2024.04.03
  • 심사 : 2024.04.22
  • 발행 : 2024.05.31

초록

Franchise are now a red ocean in Food industry and they need to find other options to appeal for their product, the uprising content, food tech. The franchises are working on R&D to help franchisees with the operations. Through this paper, we analyze the franchise interest on food tech and to help find the necessity of development for franchisees who are in needs with hand, not of human, but of technology. Using Textom, a big data analysis tool, "franchise" and "food tech" were selected as keywords, and search frequency information of Naver and Daum was collected for a year from 01 January, 2023 to 31 December, 2023, and data preprocessing was conducted based on this. For the suitability of the study and more accurate data, data not related to "food tech" was removed through the refining process, and similar keywords were grouped into the same keyword to perform analysis. As a result of the word refining process, a total of 10,049 words were derived, and among them, the top 50 keywords with the highest relevance and search frequency were selected and applied to this study. The top 50 keywords derived through word purification were subjected to TF-IDF analysis, visualization analysis using Ucinet6 and NetDraw programs, network analysis between keywords, and cluster analysis between each keyword through Concor analysis. By using big data analysis, it was found out that franchise do have interest on food tech. "technology", "franchise", "robots" showed many interests and keyword "R&D" showed that franchise are keen on developing food tech to seize competitiveness in Franchise Industry.

키워드

참고문헌

  1. G.J. Hwang, "Research on the choice behavior of the food tech industry: Focusing on the Extended Theory of Rational Action (ETRA) of Food Therapy Users," Digital Trade Review, Vol. 22, No. 1, pp. 111-131, Feb 2024.  https://doi.org/10.17255/ETR.22.1.202402.111
  2. J.J.Hwang, "The Impact of Service Quality of Food-Tech Applied Restaurant Enterprises on Customer Service Satisfaction and Intent to Revisit: Focusing on the Moderating Effect of Innovation Propensity", Ph.D. Thesis. University of HyupSung, South Korea, 2023. 
  3. Y.D.Jung, "A Study on the Effect of Restaurant Franchise Brand Asset, Service Quality, and Service Value on Customer Satisfaction -Difference in influence by type of business-", Ph.D. Thesis. University of Dong Ui, South Korea, 2024. 
  4. J.H.Park, Y.K.Kim,"Influence of Overseas Golf Tour Destination on Golfers' Tour Constraint, Tourist Value and Intention to Stay", International Journal of Tourism Management and Sciences, Vol. 35, No. 4 pp.197-209, June 2020.  https://doi.org/10.21719/IJTMS.35.4.11
  5. J.H.Lee, J.M.Lee, H.N.Kim,"Keyword Analysis of match-Fixing Utilizing Semantic Network Anal ysis of Social Network Big Data", Korean Jounal of Sports Science, Vol.30, No. 1, pp.119-134, March 2019  https://doi.org/10.24985/kjss.2019.30.1.119
  6. Y.H.Cho, J.H.Bang,"Utilizing Social Network Analysis for New Product Recommendation", Journal of Intelligence Information, Vol.15, No. 4, pp. 183-200, December 2009. 
  7. Y.A.Sung, K.W.Kim, H.J.Kwon,"Big Data Analysis of Korean Travelers' Behavior in the Post-COVID-19 Era", Journal of Sustainability, Vol. 13, Issue 1, 310, December 2020