研究生: |
陸洋 Yang Lu |
---|---|
論文名稱: |
線上評論數據助力智慧旅遊:以「玉井芒線中」為例 The Application of Online Reviews to Smart Tourism: A Case Study of Yujing |
指導教授: |
林孟彥
Meng-Yan Lin |
口試委員: |
林孟彥
Meng-Yan Lin 黃美慈 Mei-Ci Huang 張淑婷 Shu-Ting Zhang |
學位類別: |
碩士 Master |
系所名稱: |
管理學院 - 企業管理系 Department of Business Administration |
論文出版年: | 2020 |
畢業學年度: | 108 |
語文別: | 中文 |
論文頁數: | 27 |
中文關鍵詞: | 文字勘探 、情緒分析 、線上評價 、用戶生成內容 、智慧旅遊 |
外文關鍵詞: | text mining, sentiment analysis, online reviews, UGC, smart tourism |
相關次數: | 點閱:347 下載:4 |
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近年來以UGC為代表的電子口碑的重要性日益突顯,越來越多人在網路上傳播口碑資訊,每天產生大量的用戶線上評論已經對我們的生活產生了深遠的影響。同時,越來越多的旅遊目的地向數位化、智慧化的方向進化,旅遊目的地管理者越來越多的將信息通訊技術(ICT)應用在旅遊目的地,智慧旅遊成為行業未來的方向。本研究以台南玉井的旅遊目的地為例,依據經濟部「普及中小企業數位寬頻應用計劃」之數位一條街「玉井芒線中」所列旅遊目的地,抓取三類地點,共6648則線上評論,透過情緒分析(sentiment analysis)、詞頻分析,以詞雲、關聯路徑方式視覺化呈現研究結果。研究結果揭示了到訪玉井的遊客的關注面向,以及當前玉井街區數位發展方向與到訪遊客需求之間的差異。
Electronic word-of-mouth has become increasingly important in recent years, more and more people are spreading eWOM information on the Internet. At the same time, more and more tourist destinations are becoming digital and intelligent, an increasing number of tourist destinations have applied information communication technology (ICT).
This study is based on the tourist destination of Yujing, Tainan. The research objects of this study are online reviews of tourist destinations listed on the Yujing Mango Online (a sub plan of the SEM Digital Broadband Applications Popularization and Promotion Plan proposed by Ministry of Economy). A web crawler is deployed and finally 6648 pieces of online reviews were collected from three category, those online reviews were processed by Sentiment Analysis and Word Frequency Analysis, the results were presented by WordCloud graphic and Associative Analysis. The results reveal what are the concerns of visitors, and the difference between the ICT development strategy of Yujing and demands of visitors.
Baggio, R., G. Del Chiappa (2013), “Real and Virtual Relationships in Tourism Digital Ecosystems,” Information Technology & Tourism, 14 (1), 3-19.
Buhalis, D., M. Foerste, (2015), “SoCoMo Marketing for Travel and Tourism: Empowering Co-Creation of Value,” Journal of Destination Marketing & Management, 4 (3), 151-161.
Davis, F. D. (1989), “Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology,” Management Information Systems Quarterly, 13 (3), 319-340.
Del Chiappa, G., R. Baggio (2015), “Knowledge Transfer in Smart Tourism Destinations: Analyzing the Effects of a Network Structure,” Journal of Destination Marketing & Management, 4 (3), 145-150.
Deloitte Global Report (2014), “Social? That’s for Consumers. For Travel Companies, Social Media Means Business,” https://www2.deloitte.com/content/dam/Deloitte/ global/Documents/Consumer-Business/gx-cb-thl-facebook-digital-channels-travel.pdf.
Gefen, D., E. Karahanna, and D. W. Straub (2003), “Trust and TAM in Online Shopping: An Integrated Model,” Management Information Systems Quarterly, 27 (1), 51-90.
Jeong, M., H. H. Shin (2019), “Tourists’ Experiences with Smart Tourism Technology at Smart Destinations and Their Behavior Intentions,” Journal of Travel Research, 1-14.
Jovicic, D. Z. (2017), “From the Traditional Understanding of Tourism Destination to The Smart Tourism Destination,” Current Issues in Tourism, 22 (3), 1-7.
Jung, T., N. Chung, and M. C. Leue, (2015), “The Determinants of Recommendations to Use Augmented Reality Technologies: The Case of a Korean Theme Park,” Tourism Management, 49, 75-86.
Kim, K., O.-J. Park, S. Yun, and H. Yun (2017), “What Makes Tourists Feel Negatively about Tourism Destinations? Application of Hybrid Text Mining Methodology to Smart Destination.,” Technological Forecasting and Social Change, 123, 362-369.
Lee, H., N. Chung, and T. Jung (2015), “Examining the Cultural Differences in Acceptance of Mobile Augmented Reality: Comparison of South Korea and Ireland,” Information and Communication Technologies in Tourism 2015, 477-491.
Li, Y., C. Hu, C. Huang, and L. Duan (2017), “The Concept of Smart Tourism in the Context of Tourism Information Services,” Tourism Management, 58, 293-300.
Marine-Roig, E., S. A. Clavé (2015), “Tourism Analytics with Massive User-Generated Content: A Case Study of Barcelona,” Journal of Destination Marketing &
Management, 4 (3), 162-172.
Miah, S. J., H. Q. Vu, J. Gammack, and M. McGrath (2016), “A Big Data Analytics Method for Tourist Behaviour Analysis,” Information & Management, 54 (6), 771-785.
Morabito, V. (2015), Big Data and Analytics: Strategic and Organizational Impacts. Springer.
Morosan, C. (2014), “Toward an Integrated Model of Adoption of Mobile Phones for Purchasing Ancillary Services in Air Travel,” International Journal of Contemporary Hospitality Management, 26 (2), 246-271.
Nicole, M., W. Strielkowski (2016), “Tourism e-Services and Jewish Heritage: A Case Study of Prague,” European Journal of Tourism, Hospitality and Recreation, 7 (3), 203-211.
No, E., J. K. Kim (2013), “Determinants of the Adoption for Travel Information on Smartphone,” International Journal of Tourism Research, 16 (6), 534-545.
Ozturk, A. B., K. Nusair, F. Okumus, and N. Hua (2016), “The Role of Utilitarian and Hedonic Values on Users’ Continued Usage Intention in a Mobile Hotel Booking Environment,” International Journal of Hospitality Management, 57, 106-115.
Park, S., Y. Huang (2017), “Motivators and Inhibitors in Booking a Hotel via Smartphones,” International Journal of Contemporary Hospitality Management, 29 (1), 161-178.
Raguseo, E., P. Neirotti, and E. Paolucci (2017), “How Small Hotels Can Drive Value Their Way in Infomediation. The Case Of “Italian Hotels Vs. Otas And TripAdvisor,”
Information & Management, 54 (6), 745-756.
Sigala, M., E. Christou, and U. Gretzel, (2012), Web2.0 In Travel, Tourism and Hospitality. Theory, Practice and Cases. Ashgate Publishers.
Um, T., N. Chung (2019), “Does Smart Tourism Technology Matter? Lessons from Three Smart Tourism Cities in South Korea,” Asia Pacific Journal of Tourism Research, Published online.
Xiang, Z., D. Wang, J. T. O'Leary, and D. R. Fesenmaier (2015), “Adapting to The Internet: Trends in Travelers’ Use of The Web for Trip Planning,” Journal of Travel
Research, 54 (4), 511-527.
Xiang, Z., U. Gretzel (2010), “Role of Social Media in Online Travel Information Search,” Tourism Management, 31 (2), 179-188.
Xiang, Z., Z. Schwartz, J. H. Gerdes, and M. Uysal (2015), “What Can Big Data and Text Analytics Tell Us About Hotel Guest Experience and Satisfaction?” International
Journal of Hospitality Management, 44, 120-130.
普及中小企業數位寬頻計劃, http://www.wistreet.org.tw/About/.