網路素人創作內容決策歷程與觸動點分析：循序樣式探勘技術之應用

Decision-Making Process and Touch Point Analysis of User-Generated Content: An Application of Sequential Pattern Mining Technique

10.6195/cjcr.2016.30.04

張郁敏(Yuhmiin Chang)；蔡介元(Chieh-Yuan Tsai)

投入度 ； 決策歷程 ； 創作經驗 ； 網路素人創作內容 ； 台灣傳播調查資料庫 ； 觸動點 ； engagement ； decision-making process ； creator ； user-generated content (UGC) ； Taiwan communication survey ； touch point

中華傳播學刊

30期（2016 / 12 / 01）

109 - 139

繁體中文

本研究發展出適合解釋網路素人創作內容決策歷程的SSVS 模型，並彙整出各決策階段所涉及之各式觸動點。在透過循序樣式探勘技術分析第一期第三次「台灣傳播調查資料庫」資料後，研究結果支持了SSVS 模型；高、低投入度者與有創作經驗者都經歷SSVS 四個決策階段，而無創作經驗者則會略過最後分享階段。此外，社群媒體與內容分享網站是最重要的觸動點，高投入度與有創作經驗者較可能產生跨觸動點行為及呈現較多元的觸動點組合樣式。

This study develops an SSVS model for user-generated content (UGC), which synthesizes the marketing decision-making models. In addition, the marketing concept of touch points is introduced, and the key touch points for each UGC decision-making stage are summarized herein. Sequential pattern mining of secondary data collected from the 2014 Taiwan Communication Survey reveals results supportive of the SSVS model. People both highly and minimally engage with UGC, and UGC creators complete the four decision-making stages of SSVS. However, people who do not create UGC tend to skip the stage of sharing. In addition, social media and content sharing sites are the two critical touch points across the four decision-making stages. Furthermore, individuals highly engaged UGC and creators of UGC are more likely to use multiple touch points and have varied touch point combination patterns across the four decision-making stages.

1. 郭貞(2015)。Web 2.0 時代台灣消費者購物模式的轉變：檢驗AISAS 網路消費模式。中華傳播學刊，27，139-165。
   連結：
2. Edelman, D. C. (2011). Aligning with the consumer decision journey.Retrieved May 7, 2015, from http://hbr.org/hbrg-main/resources/pdfs/extras/aligning-with-the-consumer-decision-journey.pdf
3. Interactive Advertising Bureau. (2008). IAB platform status report: User generated content, social media, and advertising -- An overview. Retrieved February 15, 2015, from www.iab.net/media/file/2008_ugc_platform.pdf
4. 電通現代傳播實驗室（2011）。〈SIPS〉。上網日期：2015 年5 月7日，取自http://www.dentsu.co.jp/sips/
5. Alhabash, S.,Park, H.,Kononova, A.,Chiang, Y.-H.,Wise, K.(2012).Exploring the motivations of Facebook use in Taiwan.Cyberpsychology, Behavior, and Social Networking,15,304-311.
6. Anderson, J. R.(1983).A spreading activation theory of memory.Journal of Verbal Learning and Verbal Behavior,22,261-295.
7. Bergh, B. G. V.,Lee, M.,Quilliam, E. T.,Hove, T.(2011).The multidimensional nature and brand impact of user-generated ad parodies in social media.International Journal of Advertising,30,103-131.
8. Bilgihan, A.,Barreda, A.,Okumus, F.,Nusair, K.(2016).Consumer perception of knowledge-sharing in travel-related online social networks.Tourism Management,52,287-296.
9. Blackwell, R. D.,Miniard, P. W.,Engel, J. F.(2001).Consumer behavior.Fort Worth, TX:Harcourt College.
10. Cha, M.,Pérez, J. A. N.,Haddadi, H.(2012).The spread of media content through blogs.Social Network Analysis and Mining,2,249-264.
11. Cheong, H. J.,Morrison, M. A.(2008).Consumers' reliance on product information and recommendations found in UGC.Journal of Interactive Advertising,8(2),38-49.
12. Daugherty, T.,Eastin, M. S.,Bright, L.(2008).Exploring consumer motivations for creating user-generated content.Journal of Interactive Advertising,8(2),16-25.
13. Duncan, T.(2005).Principles of advertising and IMC.New York:McGraw-Hill.
14. Edelman, D. C.(2010).Branding in the digital age: You're spending your money in all the wrong places.Harvard Business Review,88(12),62-69.
15. Han, J.,Cheng, H.,Xin, D.,Yan, X.(2007).Frequent pattern mining: Current status and future directions.Data Mining and Knowledge Discovery,15,55-86.
16. Hermida, A.,Fletcher, F.,Korell, D.,Logan, D.(2012).Share, like, recommend: Decoding the social media news consumer.Journalism Studies,13,815-824.
17. Hollenbaugh, E. E.(2011).Motives for maintaining personal journal blogs.Cyberpsychology, Behavior, and Social Networking,14,13-20.
18. Hsu, C.-L.,Lin, J. C.-C.,Chiang, H.-S.(2013).The effects of blogger recommendations on customers' online shopping intentions.Internet Research,23,69-88.
19. Hsu, M.-H.,Ju, T. L.,Yen, C.-H.,Chang, C.-M.(2007).Knowledge sharing behavior in virtual communities: The relationship between trust, self-efficacy, and outcome expectations.International Journal of Human-Computer Studies,65,153-169.
20. Kankanhalli, A.,Tan, B. C. Y.,Wei, K.-K.(2005).Contributing knowledge to electronic knowledge repositories: An empirical investigation.MIS Quarterly,29,113-143.
21. Lee, M. K. O.,Cheung, C. M. K.,Lim, K. H.,Sia, C. L.(2006).Understanding customer knowledge sharing in web-based discussion boards: An exploratory study.Internet Research,16,289-303.
22. Leung, L.(2009).User-generated content on the internet: An examination of gratifications, civic engagement and psychological empowerment.New Media & Society,11,1327-1347.
23. Liu-Thompkins, Y.,Rogerson, M.(2012).Rising to stardom: An empirical investigation of the diffusion of user-generated content.Journal of Interactive Marketing,26,71-82.
24. Madden, A.,Ruthven, I.,McMenemy, D.(2013).A classification scheme for content analyses of YouTube video comments.Journal of Documentation,69,693-714.
25. Merchant, G.,Weibel, N.,Patrick, K.,Fowler, J. H.,Norman, G. J.,Gupta, A.(2014).Click "like" to change your behavior: A mixed methods study of college students' exposure to and engagement with Facebook content designed for weight loss.Journal of Medical Internet Research,16
26. Mollen, A.,Wilson, H.(2010).Engagement, telepresence and interactivity in online consumer experience: Reconciling scholastic and managerial perspectives.Journal of Business Research,63,919-925.
27. O'Brien, H. L.,Toms, E. G.(2013).Examining the generalizability of the user engagement scale (UES) in exploratory search.Information Processing & Management,49,1092-1107.
28. O'Brien, H. L.,Toms, E. G.(2010).The development and evaluation of a survey to measure user engagement.Journal of the Association for Information Science and Technology,61,50-69.
29. O'Brien, H. L.,Toms, E. G.(2008).What is user engagement? A conceptual framework for defining user engagement with technology.Journal of the American Society for Information Science and Technology,59,938-955.
30. Östman, J.(2012).Information, expression, participation: How involvement in user-generated content relates to democratic engagement among young people.New Media & Society,14,1004-1021.
31. Paek, H.-J.,Hove, T.,Jeong, H. J.,Kim, M.(2011).Peer or expert? The persuasive impact of YouTube public service announcement producers.International Journal of Advertising,30,161-188.
32. Park, S. J.,Lim, Y. S.,Park, H. W.(2015).Comparing Twitter and YouTube networks in information diffusion: The case of the "Occupy Wall Street" movement.Technological Forecasting and Social Change,95,208-217.
33. Rauch, S. M.,Strobel, C.,Bella, M.,Odachowski, Z.,Bloom, C.(2014).Face to face versus Facebook: Does exposure to social networking web sites augment or attenuate physiological arousal among the socially anxious?.Cyberpsychology, Behavior, and Social Networking,17,187-190.
34. Rogers, E. M.(1995).Diffusion of innovations.New York:The Free Press.
35. Smock, A. D.,Ellison, N. B.,Lampe, C.,Wohn, D. Y.(2011).Facebook as a toolkit: A uses and gratification approach to unbundling feature use.Computers in Human Behavior,27,2322-2329.
36. Susarla, A.,Oh, J.-H.,Tan, Y.(2012).Social networks and the diffusion of user-generated content: Evidence from YouTube.Information Systems Research,23,23-41.
37. Wang, H.-Y.(2011).Exploring the factors of gastronomy blogs influencing readers' intention to taste.International Journal of Hospitality Management,30,503-514.
38. Wang, Z.,Tchernev, J. M.(2012).The "myth" of media multitasking: Reciprocal dynamics of media multitasking, personal needs, and gratifications.Journal of Communication,62,493-513.
39. Wilson, H.,Street, R.,Bruce, L.(2008).The multichannel challenge: Integrating customer experiences for profit.Oxford, UK:Elsevier.