题名

Socialnomics: The Relationships between Mobile Social Advertising, Word-of-Mouth (WOM) Order, and Emotion

DOI

10.6656/MR.2017.36.3.ENG.137

作者

Yu-Hsiang Lin

关键词

Internet+ ； socialnomics ； Mobile Social Advertising ； Word-of-Mouth Order ； Emotion

期刊名称

管理評論

卷期/出版年月

36卷3期（2017 / 07 / 01）

页次

137 - 161

内容语文

英文
中文摘要

Mobile social media has become an indispensable tool for Internet+ businesses. However, consumers are often exposed to the environment of mobile social media through advertisements that are full of positive and negative word-of-mouth (WOM) content. The influence of advertising combined with a positive-negative WOM order (or vice versa) on consumer emotions is poorly explained by the current 〞impact of a single message〞 argument through the hierarchy-of-effects model. Therefore, this study utilized the primacy-recency effect theory to examine the interactive effects of social advertising and different WOM orders on consumer emotions in mobile social media. Our main findings revealed that consumers who view empathetic content social advertising are mainly affected by the primacy effect, indicating that early positive or negative WOM content has a higher effect on consumer emotions. This effect also allows for a positive-negative WOM order to have a larger impact on the positive emotions of consumers. By contrast, consumers who view stimulating content social advertising are mainly affected by the recency effect, indicating that the later positive or negative WOM content has a larger impact on consumer emotions; this effect also allows for a positive-negative WOM order to have a larger impact on the negative emotions of consumers. Further examination revealed that consumers' positive emotions have an inverted-U effect on purchasing intention.
主题分类 社會科學 > 經濟學
社會科學 > 管理學
参考文献
  1. 凌儀玲、劉宜芬(2008)。廣告訊息之理解與說服效果：捷思式—系統式訊息處理觀點。管理學報，25(5)，487-503。
    連結：
  2. 何英煒 (2013)，「台灣人瘋臉書名列前茅」，(取得日期：2013 年12 月20 日)，[available at http://news.chinatimes.com/tech/171706/122013081900251.html]。
  3. Purcell, Kristen (2011), “Half of Adult Cell Phone Owners have Apps on Their Phones,” (accessed June 8, 2014), [available at http://pewinternet.org/~/media//Files/Reports/2011/PIP_Apps-Update-2011.pdf].
  4. Online Publisher Association (2007), “Opa Europe Internet Use at Work Media Consumption Study 2007,” (accessed June 15, 2014), [available at http://www.opa-europe.org].
  5. comScore (2013), “Mobile Future in Focus 2013,” (accessed June 12, 2014), [available at http://www.comscore.com/Insights/Presentations_and_Whitepapers/2013/2013_Mobile_Future_in_Focus].
  6. Abrams, Meyer H.(1988).A Glossary of Literary Terms.New York:Holt, Rinehart and Winston, Inc..
  7. Aiken, Leona S.,West, Stephen G.,Reno, Raymond R.(1991).Multiple Regression: Testing and Interpreting Interactions.Newbury Park, CA:Sage.
  8. Alba, Joseph W.,Hutchinson, John Wesley(1987).Dimensions of Consumer Expertise.Journal of Consumer Research,13(3),411-454.
  9. Apaolaza, Vanessa,He, Jiaxun,Hartmann, Patrick(2014).The Effect of Gratifications Derived from Use of the Social Networking Site Qzone on Chinese Adolescents' Positive Mood.Computers in Human Behavior,41,203-211.
  10. Bae, Jungho,Kim, Byung D.(2013).Is the Electronic Word of Mouth Effect always Positive on the Movie?.Academy of Marketing Studies Journal,17(1),61-78.
  11. Bagozzi, Richard P.,Gopinath, Mahesh,Nyer, Prashanth U.(1999).The Role of Emotions in Marketing.Journal of the Academy of Marketing Science,27(2),184-206.
  12. Beedie, Christopher J.,Terry, Peter C.,Lane, Andrew M.(2005).Distinctions between Emotion and Mood.Cognition and Emotion,19(6),847-878.
  13. Berger, Jonah,Milkman, Katherine L.(2012).What Makes Online Content Viral?.Journal of Marketing Research,49(2),192-205.
  14. Botha, Elsamari,Reyneke, Mignon(2013).To Share or not to Share: The Role of Content and Emotion in Viral Marketing.Journal of Public Affairs,13(2),160-171.
  15. Brajnik, Giorgio,Gabrielli, Silvia(2010).A Review of Online Advertising Effects on the User Experience.International Journal of Human-Computer Interaction,26(10),971-997.
  16. Buda, Richard,Zhang, Yong(2000).Consumer Product Evaluation: The Interactive Effect of Message Framing, Presentation Order, and Source Credibility.Journal of Product and Brand Management,9(4),229-242.
  17. Casaló, Luis,Flavián, Carlos,Guinalíu, Miguel(2008).The Role of Perceived Usability, Reputation, Satisfaction and Consumer Familiarity on the Website Loyalty Formation Process.Computers in Human Behavior,24(2),325-345.
  18. Chakrabarti, Ronika,Berthon, Pierre(2012).Gift Giving and Social Emotions: Experience as Content.Journal of Public Affairs,12(2),154-161.
  19. Chang, Chingching(2006).Beating the New Blues: Mood Repair Through Exposure to Advertising.Journal of Communication,56(1),198-217.
  20. Chang, Yuhmiin,Thorson, Esther(2004).Television and Web Advertising Synergies.Journal of Advertising,33(2),75-84.
  21. Chen, Kaige G.(2014).Worry of WeChat E-commerce: O2O or Platform.IT Time Weekly,19,37-38.
  22. Chen, Qimei,Wells, William D.(1999).Attitude Toward the Site.Journal of Advertising Research,39(5),27-37.
  23. Chen, Yubo,Wang, Qi,Xie, Jinhong(2011).Online Social Interactions: A Natural Experiment on Word of Mouth Versus Observational Learning.Journal of Marketing Research,48(2),238-254.
  24. Chintagunta, Pradeep K.,Gopinath, Shyam,Venkataraman, Sriram(2010).The Effects of Online User Reviews on Movie Box Office Performance: Accounting for Sequential Rollout and Aggregation Across Local Markets.Marketing Science,29(5),944-957.
  25. Clark, Margaret S.(ed.)(1992).Review of Personal and Social Psychology.Newbury Park, CA:Sage.
  26. Derks, Daantje,Fischer, Agneta H.,Bos, Arjan E. R.(2008).The Role of Emotion in Computer-Mediated Communication: A Review.Computers in Human Behavior,24(3),766-785.
  27. Duan, Wenjing,Gu, Bin,Whinston, Andrew B.(2008).The Dynamics of Online Word-of-Mouth and Product Sales-An Empirical Investigation of the Movie Industry.Journal of Retailing,84(2),233-242.
  28. Dubé, Laurette,Morgan, Michael S.(1998).Capturing the Dynamics of in-Process Consumption Emotions and Satisfaction in Extended Service Transactions.International of Journal Research Marketing,15(4),309-320.
  29. Duncan, Calvin P.,Nelson, James E.(1985).Effects of Humor in a Radio Advertising Experiment.Journal of Advertising,14(2),33-64.
  30. Eid, Michael,Diener, Ed(2001).Norms for Experiencing Emotions in Different Cultures: Interand International Differences.Journal of Personality and Social Psychology,81(5),869-885.
  31. Escalas, Jennifer E.,Stern, Barbara B.(2003).Sympathy and Empathy: Emotional Responses to Advertising Dramas.Journal of Consumer Research,29(1),566-578.
  32. Faseur, Tine,Geuens Maggie(2006).Different Positive Feelings Leading to Different Ad Evaluations: The Case of Coziness, Excitement, and Romance.Journal of Advertising,35(4),129-142.
  33. Fedorikhin, Alexander,Patrick, Vanessa M.(2010).Positive Mood and Resistance to Temptation: The Interfering Influence of Elevated Arousal.Journal of Consumer Research,37(4),698-711.
  34. Forgas, Joseph P.(1995).Mood and Judgment: The Affect Infusion Model (AIM).Psychological Bulletin,117(1),39-66.
  35. Fornell, Claes,Larcker, David F.(1981).Evaluating Structural Equation Models with Unobservable Variables and Measurement Error.Journal of Marketing Research,18(1),39-50.
  36. Garnefeld, Ina,Steinhoff, Lena(2013).Primacy Versus Recency Effects in Extended Service Encounters.Journal of Service Management,24(1),64-81.
  37. Geuens, Maggie,De Pelsmacker, Patrick(1998).Feelings Evoked by Warm, Erotic, Humorous or Non-Emotional Print Advertisements for Alcoholic Beverages.Academy of Marketing Science Review,2(2),1-32.
  38. Ha, Young W.,Kim, Jimin,Libaque-Saenz, Christian F.,Chang, Younghoon,Park, Myeong C.(2015).Use and Gratifications of Mobile SNSs: Facebook and Kakaotalk in Korea.Telematics and Informatics,32(3),425-438.
  39. Hair, Joseph F., Jr.,Anderson, Rolph E.,Tatham, Ronald L.,Black, William(1995).Multivariate Data Analysis with Reading.New York:Macmillan.
  40. Hardesty, David M.,Carlson, Jay P.,Bearden, William O.(2002).Brand Familiarity and Invoice Price Effects On Consumer Evaluations: The Moderating Role of Skepticism Toward Advertising.Journal of Advertising,31(2),1-15.
  41. Harmon-Jones, Eddie,Jones, Cindy H.,Amodio, David M.,Gable, Philip A.(2011).Attitudes toward Emotion.Journal of Personality and Social Psychology,101(6),1332-1350.
  42. Haugtvedt, Curtis P.,Wegener, Duane T.(1994).Message Order Effects in Persuasion: An Attitude Strength Perspective.Journal of Consumer Research,21(1),205-218.
  43. Holbrook, Morris B.,Batra, Rajeev(1987).Assessing the Role of Emotions as Mediators of Consumer Responses to Advertising.Journal of Consumer Research,14(3),404-420.
  44. Hollebeek, Linda D.,Glynnb, Mark S.,Brodie, Roderick J.(2014).Consumer Brand Engagement in Social Media: Conceptualization, Scale Development and Validation.Journal of Interactive Marketing,28(2),149-165.
  45. Hovland, Carl Iver(ed.),Mandell, Wallace(ed.),Campbell, Edward H.(ed.),Brock, Timothy(ed.),Luchins, Abraham S.(ed.),Cohen, Arthur R.(ed.),McGuire, William J.(ed.),Janis, Irving L.(ed.),Feierabend, Rosalind L.(ed.),Anderson, Norman H.(ed.)(1957).The Order of Presentation in Persuasion.New Haven, CT:Yale University Press.
  46. Hsee, Christopher K.,Hatfield, Elaine,Carlson, John G.,Chemtob, Claude(1990).The Effect of Power on Susceptibility to Emotional Contagion.Cognition and Emotion,4(4),327-340.
  47. Huang, Ching Y.,Chou, Chia J.,Lin, Pei C.(2010).Involvement Theory in Constructing Bloggers' Intention to Purchase Travel Products.Tourism Management,31(4),513-526.
  48. Hyun, Sunghyup S.,Kim, Wansoo,Lee, Myong J.(2011).The Impact of Advertising on Patrons' Emotional Responses, Perceived Value, and Behavioral Intentions in the Chain Restaurant Industry: The Moderating Role of Advertising-Induced Arousal.International Journal of Hospitality Management,30(3),689-700.
  49. Jaccard, James,Wan, Choi K.,Turrisi, Robert(1990).The Detection and Interpretation of Interaction Effects Between Continuous Variables in Multiple Regression.Multivariate Behavioral Research,25(4),467-478.
  50. Jin, Seung A.(2009).Modality Effects in Second Lift: The Mediating Role of Social Presence and the Moderating Role of Product Involvement.Cyberpsychology & Behavior,12(6),717-721.
  51. Kaplan, Andreas M.(2012).If You Love Something, Let it Go Mobile: Mobile Marketing and Mobile Social Media 4x4.Business Horizons,55(2),129-139.
  52. Kardes, Frank R.,Herr, Paul M.(1990).Order Effects in Consumer Judgment, Choice, and Memory: The Role of Initial Processing Goals.Advances in Consumer Research,17(1),541-546.
  53. Kent, Robert J.,Allen, Chris T.(1994).Competitive Interference Effects on Consumer Memory for Advertising: The Role of Brand Familiarity.Journal of Marketing,58(3),94-107.
  54. Kiráľová, Alžbeta,Pavlíčeka, Antonín(2015).Development of Social Media Strategies in Tourism Destination.Procedia - Social and Behavioral Sciences,175(12),358-366.
  55. Komiak, Sherrie X.,Benbasat, Izak(2004).Understanding Customer Trust in Agent-Mediated Electronic Commerce, Web-Mediated Electronic Commerce, and Traditional Commerce.Information Technology and Management,5(1-2),181-207.
  56. Kopelman, Richard E.,Prottas, David J.,Davis, Anne L.(2008).Douglas Mcgregor's Theory X and Y: Toward a Construct-Valid Measure.Journal of Managerial Issues,20(2),255-271.
  57. Kramera, Adam D. I.,Guillory, Jamie E.,Hancock, Jeffrey T.(2014).Experimental Evidence of Massive-Scale Emotional Contagion Through Social Networks.Proceedings of the National Academy of Sciences of the United States of America,111(24),8788-8790.
  58. Lahikainen, Anja R.,Kirmanen, Tiina,Kraav, Inger,Taimalu, Merle(2003).Studying Fears in Young Children.Childhood,10(1),83-104.
  59. Lana, Robert E.(1961).Familiarity and the Order of Presentation of Persuasive Communications.Abnormal and Social Psychology,62,573-577.
  60. Laros, Fleur J. M.,Steenkamp, Jan-Benedict E. M.(2005).Emotions in Consumer Behavior: A Hierarchical Approach.Journal of Business Research,58(10),1437-1445.
  61. Lavidge, Robert J.,Steiner, Gary A.(1961).A Model for Predictive Measurements of Advertising Effectiveness.Journal of Marketing,25(6),59-62.
  62. Leavitt, Clark(1970).A Multi-Dimensional Set of Rating Scales for Television Commercials.Journal of Applied Psychology,54(5),427-429.
  63. LeDoux, Joseph E.(2000).Emotion Circuits in the Brain.Annual Review of Neuroscience,23(1),155-184.
  64. Lee, Jieun,Hong, IIyoo B.(2016).Predicting Positive User Responses to Social Media Advertising: The Roles of Emotional Appeal, Informativeness, and Creativity.International Journal of Information Management,36(3),360-373.
  65. Lee, Woojin,Xiong, Lina,Hu, Clark(2013).The Effect of Facebook Users' Arousal and Valence on Intention to Go to The Festival: Applying an Extension of the Technology Acceptance Model.International Journal of Hospitality Management,31(3),819-827.
  66. Lichtenstein, Meryl,Srull, Thomas K.(1987).Processing Objective as a Determinant of the Relationship Between Recall and Judgment.Journal of Experimental Social Psychology,23(2),93-118.
  67. Lin, Tom M. Y.,Huang, Yun K.,Yang, Wen I.(2007).An Experimental Design Approach to Investigating the Relationship between Internet Book Reviews and Purchase Intention.Library and Information Science Research,29(3),397-415.
  68. Lin, Yu H.,Hsu, Chia L.,Chen, Mei F.,Fang, Cheng H.(2017).New Gratifications for Social Word-of-Mouth Spread via Mobile SNSs: Uses and Gratifications Approach with a Perspective of Media Technology.Telematics and Informatics,34(4),382-397.
  69. Lipstein, Benjamin,Neelankavil, James P.(1982).Television Advertising Copy Research Practices among Major Advertisers and Advertising Agencies: An Advertising Research Foundation Survey.New York:Advertising Research Foundation.
  70. Liu, Yong(2006).Word of Mouth for Movies: Its Dynamics and Impact on Box Office Revenue.Journal of Marketing,70(3),74-89.
  71. Luarn, Pin,Yang, Jen C.,Chiu, Tu P.(2015).Why People Check-in: Motivation to Engage in Check-in Behavior.International Journal of Electronic Commerce,19(4),21-46.
  72. McGregor, Douglas(1967).The Professional Manager.New York:McGraw Hill.
  73. Miller, Chip E.,Reardon, James,Salciuviene, Laura,Auruskeviciene, Vilte,Lee, Kelvin,Miller, Kenneth E.(2009).Need for Cognition as A Moderator of Affective and Cognitive Elements in Online Attitude Toward the Brand Formation.Journal of Business and Economics Research,7(12),65-72.
  74. Mitchell, Andrew A.,Olson, Jerry C.(1981).Are Product Attribute Beliefs the only Mediator of Advertising Effects on Brand Attitude?.Journal of Marketing Research,18(3),318-332.
  75. Mooradian, Todd A.,Matzler, Kurt,Szykman, Lisa(2008).Empathetic Responses to Advertising: Testing a Network of Antecedents and Consequences.Marketing Letter,19(2),79-92.
  76. Murry, John P., Jr.,Dacin, Peter A.(1996).Cognitive Moderators of Negative-Emotion Effects: Implications for Understanding Media Context.Journal of Consumer Research,22(4),439-448.
  77. Nunnally, Jum C.(1978).Psychometric Theory.New York:McGraw-Hill.
  78. Okazaki, Shintaro(2009).Social Influence Model and Electronic Word of Mouth.International Journal of Advertising,28(3),439-472.
  79. Okazaki, Shintaro(2008).Determinant Factors of Mobile-Based Word-of-Mouth Campaign Referral among Japanese Adolescents.Psychology & Marketing,25(8),714-731.
  80. Okazaki, Shintaro,Yagüe, Maria J.(2012).Responses to an Advergaming Campaign on a Mobile Social Networking Site: An Initial Research Report.Computers in Human Behavior,28(1),78-86.
  81. Oliver, Richard L.,Rust, Roland T.,Varki, Sajeev(1997).Customer Delight: Foundations, Findings, and Managerial Insight.Journal of Retailing,73(3),311-336.
  82. Ozok, Asim A.,Wei, June(2010).An Empirical Comparison of Consumer Usability Preferences in Online Shopping Using Stationary and Mobile Devices: Results from A College Student Population.Electronic Commerce Research,10(2),111-137.
  83. Palka, Wolfgang,Pousttchi, Key,Wiedemann, Dietmar G.(2009).Mobile Word-of-Mouth - A Grounded Theory of Mobile Viral Marketing.Journal of Information Technology,24(2),172-185.
  84. Peterson, Robert A.,Sauber, Matthew H.(1983).A Mood Scale for Survey Research.American Marketing Association Educators' Proceedings,Chicago:
  85. Pietilainen, Anna K.,Oliver, Earl,LeBrun, Jason,Varghese, George,Diot, Christophe(2009).Mobiclique: Middleware for Mobile Social Networking.WOSN'09,Barcelona, Spain:
  86. Porter, Michael E.,Heppelmann, James E.(2014).How Smart, Connected Products are Transforming Competition.Harvard Business Review,92(11),11-64.
  87. Qualman, Erik(2009).Socialnomics: How Social Media Transforms the Way We Live and Do Business.Hoboken, New Jersey:John Wiley & Sons, Inc..
  88. Sanbonmatsu, David M.,Kardes, Frank R.(1988).The Effects of Physiological Arousal on Information-Processing and Persuasion.Journal of Consumer Research,15(3),379-385.
  89. Schlinger, Mary J.(1979).A Profile of Responses to Commercials.Journal of Advertising Research,19(2),37-46.
  90. Shang, Rong A.,Chen, Yu C.,Chen, Shin Y.(2009).The Number of Alternative Products and the Information About it on the Online Shop.13th Pacific Asia Conference on Information Systems,Hyderabad, India:
  91. Shapiro, Stewart,MacInnis, Deborah J.,Park, Choong Whan(2002).Understanding Program-Induced Mood Effects: Decoupling Arousal from Valence.Journal of Advertising,31(4),15-26.
  92. Shen, Kai S.(2013).Measuring the Sociocultural Appeal of SNS Games in Taiwan.Internet Research,23(3),372-392.
  93. Söderlund, Magnus,Rosengren, Sara(2007).Receiving Word-of-Mouth from the Service Customer: An Emotion-Based Effectiveness Assessment.Journal of Retailing and Consumer Services,14(2),123-136.
  94. Spotts, Harlan E.,Weinberger, Marc G.,Parsons, Amy L.(1997).Assessing the Use and Impact of Humor on Advertising Effectiveness: A Contingency Approach.Journal of Advertising,26(3),17-32.
  95. Stern, Barbara B.(1992).Historical and Personal Nostalgia in Advertising Text: The Fin de siècle Effect.Journal of Advertising,21(4),11-22.
  96. Stieglitz, Stefan,Linh, Dang X.(2013).Emotions and Information Diffusion in Social Media-Sentiment of Microblogs and Sharing Behavior.Journal of Management Information Systems,29(4),217-247.
  97. Stout, Patricia A.,Rust, Roland T.(1993).Emotional Feelings and Evaluative Dimensions of Advertising: Are They Related?.Journal of Advertising,22(1),61-72.
  98. Strasheim, Arien,Pitt, Leyland,Caruana, Albert(2007).Psychometric Properties of the Schlinger Viewer Response Profile (VRP).Journal of Advertising,36(4),101-114.
  99. Sundar, S. Shyam,Kim, Jinhee(2005).Interactivity and Persuasion: Influencing Attitudes with Information and Involvement.Journal of Interactive Advertising,5(2),6-29.
  100. Tan, Xin,Qin, Li,Kim, Yongbeom,Hsu, Jeffrey(2012).Impact of Privacy Concern in Social Networking Web Sites.Internet Research,22(2),211-233.
  101. Tsang, Alex S. L.,Prendergast, Gerard(2009).Is a 'Star' Worth a Thousand Words?: The Interplay between Product-Review Texts and Rating Valences.European Journal of Marketing,43(11-12),1269-1280.
  102. Watson, David,Clark, Lee A.,Tellegen, Auke(1988).Development and Validation of Brief Measures of Positive and Negative Affect: The PANAS Scale.Journal of Personality and Social Psychology,54(6),1063-1070.
  103. Wei, Pei S.,Lu, His P.(2014).Why do People Play Mobile Social Games? An Examination of Network Externalities and of Uses and Gratifications.Internet Research,24(3),313-331.
  104. Wei, Ran,Lo, Ven H.(2006).Staying Connected While on the Move: Cell Phone Use and Social Connectedness.New Media & Society,8(1),53-72.
  105. Wells, William D.(1964).EQ, Son of EQ, and the Reaction Profile.Journal of Marketing,28(4),45-52.
  106. Wells, William D.,Leavitt, Clark,McConville, Maureen(1971).A Reaction Profile for TV Commercials.Journal of Advertising Research,11(6),11-17.
  107. Xie, Wenjing,Zhao, Yunze,Xie, Wenya(2013).The Effects of Interface Design of Hand-Held Devices on Mobile Advertising Effectiveness among College Students in China.International Journal of Mobile Marketing,8(1),46-61.
  108. Xiong, Wei,Zhao, Zhen,Fang, Jingxuan(2016).Influence of Internet Plus to International Business Development.American Journal of Industrial and Business Management,6(4),541-549.
  109. Yang, Byunghwa(2016).A Link between Consumer Empathy and Brand Attachment on Branded Mobile Apps: The Moderating Effect of Ideal Self-Congruence.Indian Journal of Science and Technology,9(25),1-9.
  110. Yik, Michelle,Russell, James A.,Steiger, James H.(2011).12-Point Circumplex Structure of Core Affect.Emotion,11(4),705-731.
  111. Yin, Dezhi(2012).College of Management, Georgia Institute of Technology.
  112. Yin, Dezhi,Bond, Samuel D.,Zhang, Han(2014).Anxious or Angry? Effects of Discrete Emotions on the Perceived Helpfulness of Online Reviews.MIS Quarterly,38(2),539-560.
  113. Yoo, Chan Y.,Kim, Kihan,Stout, Patricia A.(2004).Assessing the Effects of Animation in Online Banner Advertising: Hierarchy of Effects Model.Journal of Interactive Advertising,4(2),49-60.
  114. Yu, Jieun,Zo, Hangjung,Choi, Mun K.,Ciganek, Andrew P.(2013).User Acceptance of Location-Based Social Networking Services: An Extended Perspective of Perceived Value.Online Information Review,37(5),711-730.
  115. Zaichkowsky, Judith L.(1994).Research Notes: The Personal Involvement Inventory: eduction, Revision, and Application to Advertising.Journal of Advertising,23(4),59-70.
  116. 孔劍平(2015)。社群經濟：移動互聯網時代未來商業驅動力。北京:機械工業出版社。
  117. 楊立偉、邵功新(2016)。社群大數據：網路口碑及輿情分析。台北:前程出版社。
  118. 劉振隆、李冠霖、王慶豐(2016)。社群大數據為基礎之台灣地區民眾手機使用即時通訊軟體趨勢分析。TANET2016台灣網際網路研討會論文集，花蓮:
  119. 盧彥、納蘭(2016)。社群+：互聯網+企業行動路線圖。北京:機械工業出版社。
被引用次数
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