Author: |
呂佳蓉 Lu, Chia-Jung |
---|---|
Thesis Title: |
客服聊天機器人與自我揭露程度在外送情境下對消費者行為之影響 ---以咖啡外送為例 The Effect of Different Types of Customer Service Chatbots and Self-Disclosure on Customer Behavior in Delivery Service---An Example for Coffee Delivery Service |
Advisor: |
蔣旭政
Chiang, Hsu-Cheng |
Committee: | 伍柏翰 宋涵鈺 蔣旭政 |
Approval Date: | 2021/10/12 |
Degree: |
碩士 Master |
Department: |
大眾傳播研究所 Graduate Institute of Mass Communication |
Thesis Publication Year: | 2021 |
Academic Year: | 110 |
Language: | 中文 |
Number of pages: | 150 |
Keywords (in Chinese): | 聊天機器人 、AI 、外送 、咖啡 、客服 、自我揭露 、消費者行為 、品牌態度 、購買意願 、口碑推薦意願 、品牌忠誠度 |
Keywords (in English): | Chatbot, AI, delivery, coffee, customer service, self-disclosure, consumer behavior, brand attitude, purchase intention, word-of-mouth recommendation willingness, brand loyalty |
Research Methods: | 實驗設計法 、 內容分析法 |
DOI URL: | http://doi.org/10.6345/NTNU202101617 |
Thesis Type: | Academic thesis/ dissertation |
Reference times: | Clicks: 253 Downloads: 46 |
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隨著客戶服務成為品牌與消費者間的重要連結,客服系統的自動化越來越重要,因此聊天機器人成為客服系統自動化的首要選擇,而隨著疫情的升溫,外送的需求大幅增加,使得客服問題層出不窮,加上台灣對於咖啡飲品的需求增加,因此適當的客服平台能為品牌方提升效益、節省成本。本研究以咖啡外送平台之客服聊天機器人為背景,實驗設計為2客服聊天機器人(AI式聊天機器人vs.規則式聊天機器人)× 2自我揭露程度(自我揭露程度高 vs. 自我揭露程度低),探討客服聊天機器人搭配自我揭露程度對消費者行為是否具有差異,並以年齡作為調節變項,探討年齡(數位移民vs.數位原民)是否會調節客服聊天機器人並對消費者行為產生差異,將消費者行為分為四個依變項(品牌態度、購買意願、口碑推薦意願以及品牌忠誠度)。本研究主要採用實驗法作為驗證研究假設分析之依據,以此驗證受測者在與聊天機器人互動過後,所產生的消費者行為是否與研究假設相符,再輔以滯後序列分析以了解消費者在與AI式聊天機器人互動過程中的行為,會為品牌方帶來哪些優勢。
本研究結果證實(1)「AI式聊天機器人」相較於「規則式聊天機器人」有較佳的消費者行為、(2)「自我揭露程度高」相較於「自我揭露程度低」有較佳的 消費者行為、(3)「與AI式聊天機器人互動」,相較於「與規則式聊天機器人互動」, 「數位原民」能產生較佳的消費者行為、(4)「與AI式聊天機器人互動」相較於「與規則式聊天機器人互動」,「自我揭露程度高」能產生較佳的消費者行為、(5)消費者與AI式聊天機器人互動過程中,所產生的消費者行為,能提高客戶服務效率與品質進而減少人力成本。
As customer service has become an important link between brands and consumers, the automation of customer service systems has become important. Therefore, chatbots have become the first choice for customer service system automation.
A 2 customer service chatbot(Rule-Based Chatbot vs. AI-Based Chatbot)× 2 self-disclosure degree(high vs. low), to discuss whether customer service chatbot with self-disclosure levels have any difference in consumer behavior, and consider age as an adjustment variable, to discuss whether age(digital immigrants vs. digital natives) will adjust customer service chatbots and make differences in consumer behavior. Consumer behavior is divided into four dependent variables(brand attitude, purchase intention, intention to recommend word of mouth, and brand loyalty).
The result of this research shows that:(1)compared to the Rule-Based Chatbot, AI-Based Chatbot leads to a better consumer behavior. ;(2)compared to the low self-disclosure, high self-disclosure degree leads to a better consumer behavior. ; (3)compared to Rule-Based Chatbot, AI-Based Chatbot with digital natives leads to a better consumer behavior. ;(4)compared to Rule-Based Chatbot, AI-Based Chatbot with high self-disclosure degree leads to a better consumer behavior. ;(5)Consumer behaviors generated during the interaction between consumers and AI-Based chatbots can improve the efficiency, quality of customer service and reduce labor costs.
英文文獻
Abdul-Kader, S. A., & Woods, J. C. (2015). Survey on chatbot design techniques in speech conversation systems. International Journal of Advanced Computer Science and Applications, 6(7). http://dx.doi.org/10.14569/IJACSA.2015.060712
Adam, M., Wessel, M., & Benlian, A. (2021). AI-based chatbots in customer service and their effects on user compliance. Electronic Markets, 31(2), 427-445. https://doi.org/10.1007/s12525-020-00414-7
Alnawas, I., & Hemsley-Brown, J. (2018). The differential effect of cognitive and emotional elements of experience quality on the customer-service provider’s relationship. International Journal of Retail & Distribution Management, 46(2), 125-147. https://doi.org/10.1108/IJRDM-03-2017-0058
Altman, I., & Taylor, D. A. (1973). Social penetration: The development of interpersonal relationships. Holt, Rinehart & Winston.
Araujo, T. (2018). Living up to the chatbot hype: The influence of anthropomorphic design cues and communicative agency framing on conversational agent and company perceptions. Computers in Human Behavior, 85, 183-189. https://doi.org/10.1016/j.chb.2018.03.051
Archer, R. L., & Burleson, J. A. (1980). The effects of timing of self-disclosure on attraction and reciprocity. Journal of Personality and Social Psychology, 38(1), 120-130. https://doi.org/10.1037/0022-3514.38.1.120
Arndt, J. (1967). Role of product-related conversations in the diffusion of a new product. Journal of marketing Research, 4(3), 291-295. https://doi.org/10.1177/002224376700400308
Babbie, E. (1992). The practice of social research . Belmont, CA: Wadsworth. Journal of MultiDisciplinary Evaluation, 4(7), 112-314.
Bailey, J. J., & McCollough, M. A. (2000). Emotional labor and the difficult customer: Coping strategies of service agents and organizational consequences. Journal of professional services marketing, 20(2), 51-72. https://doi.org/10.1300/J090v20n02_05
Bassano, C., Gaeta, M., Piciocchi, P., & Spohrer, J. C. (2017). Learning the models of customer behavior: from television advertising to online marketing. International Journal of Electronic Commerce, 21(4), 572-604. https://doi.org/10.1080/10864415.2016.1355654
Baxendale, S., Macdonald, E. K., & Wilson, H. N. (2015). The impact of different touchpoints on brand consideration. Journal of Retailing, 91(2), 235-253. https://doi.org/10.1016/j.jretai.2014.12.008
Bazarova, N. N., & Choi, Y. H. (2014). Self-disclosure in social media: Extending the functional approach to disclosure motivations and characteristics on social network sites. Journal of Communication, 64(4), 635-657. https://doi.org/10.1111/jcom.12106
Belch, G. E., & Belch, M. A. (2004). Advertising and promotion: An integrated marketing communications perspective 6th. New York: McGraw-Hil l.
Berry, P. M., Sylvester‐Bradley, R., Philipps, L., Hatch, D. J., Cuttle, S. P., Rayns, F. W., & Gosling, P. (2002). Is the productivity of organic farms restricted by the supply of available nitrogen?. Soil Use and Management, 18, 248-255. https://doi.org/10.1111/j.1475-2743.2002.tb00266.x
Birtch, T. A., Chiang, F. F., & Van Esch, E. (2016). A social exchange theory framework for understanding the job characteristics–job outcomes relationship: the mediating role of psychological contract fulfillment. The International Journal of Human Resource Management, 27(11), 1217-1236. https://doi.org/10.1080/09585192.2015.1069752
Bitner, M. J. (1995). Building service relationships: it's all about promises. Journal of the Academy of marketing science, 23(4), 246-251. https://doi.org/10.1177/009207039502300403
Bitner, M. J. (2001). Self-service technologies: what do customers expect?. Marketing Management, 10(1), 10.
Bitner, M. J. (2017). Service research: Rigor, relevance, and community. Journal of Service Research, 20(2), 103-104. https://doi.org/10.1177/1094670517697515
Blau, P. M. (1964). Social exchange theory. Retrieved September, 3(2007), 62.
Brandtzaeg, P. B., & Følstad, A. (2017, November). Why people use chatbots. In International conference on internet science (pp. 377-392). Springer, Cham.
Brandtzaeg, P. B., & Følstad, A. (2018). Chatbots: changing user needs and motivations. Interactions, 25(5), 38-43.
Brakus, J. J., Schmitt, B. H., & Zarantonello, L. (2009). Brand experience: what is it? How is it measured? Does it affect loyalty?. Journal of marketing, 73(3), 52-68. https://doi.org/10.1509/jmkg.73.3.052
Brennan, K. (2006). The managed teacher: Emotional labour, education, and technology. Educational Insights, 10(2), 55-65.
Broussard, M. (2018). Artificial unintelligence: How computers misunderstand the world. mit Press.
Bulling, A., & Gellersen, H. (2010). Toward mobile eye-based human-computer interaction. IEEE Pervasive Computing, 9(4), 8-12.
Burgoon, J. K., & Hale, J. L. (1987). Validation and measurement of the fundamental themes of relational communication. Communications Monographs, 54(1), 19-41. https://doi.org/10.1080/03637758709390214
Carvalho, F. M., & Spence, C. (2019). Cup colour influences consumers’ expectations and experience on tasting specialty coffee. Food Quality and Preference, 75, 157-169. https://doi.org/10.1016/j.foodqual.2019.03.001
Chakrabarty, S., Widing, R. E., & Brown, G. (2014). Selling behaviours and sales performance: the moderating and mediating effects of interpersonal mentalizing. Journal of Personal Selling & Sales Management, 34(2), 112-122. https://doi.org/10.1080/08853134.2014.890899
Changa, H. H., & Liub, Y. M. (2009). The impact of brand equity on brand preference and purchase intentions in the service industries. The Service Industries Journal, 9(12), 1687–1706. https://doi.org/10.1080/02642060902793557
Chattaraman, V., Kwon, W. S., & Gilbert, J. E. (2012). Virtual agents in retail web sites: Benefits of simulated social interaction for older users. Computers in Human Behavior, 28(6), 2055-2066. https://doi.org/10.1016/j.chb.2012.06.009
Chaudhuri, A., & Holbrook, M. B. (2001). The chain of effects from brand trust and brand affect to brand performance: the role of brand loyalty. Journal of marketing, 65(2), 81-93. https://doi.org/10.1509/jmkg.65.2.81.18255
Chen, C. J., & Hung, S. W. (2010). To give or to receive? Factors influencing members’ knowledge sharing and community promotion in professional virtual communities. Information & management, 47(4), 226-236. https://doi.org/10.1016/j.im.2010.03.001
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. https://doi.org/10.1080/15252019.2008.10722141
Cheung, C. F., Chan, Y. L., Kwok, S. K., Lee, W. B., & Wang, W. M. (2006). A knowledge‐based service automation system for service logistics. Journal of Manufacturing Technology Management, 17(6), 750-771. https://doi.org/10.1108/17410380610678783
Choi, E., Ko, E., & Kim, A. J. (2016). Explaining and predicting purchase intentions following luxury-fashion brand value co-creation encounters. Journal of Business Research, 69(12), 5827-5832. https://doi.org/10.1016/j.jbusres.2016.04.180
Chung, J. E., Park, N., Wang, H., Fulk, J., & McLaughlin, M. (2010). Age differences in perceptions of online community participation among non-users: An extension of the Technology Acceptance Model. Computers in Human Behavior, 26(6), 1674-1684. https://doi.org/10.1016/j.chb.2010.06.016
Chung, D. Y., Sugimoto, K., Fischer, P., Böhm, M., Takizawa, T., Sadeghian, H., Morais, A., Harriott, A., Oka, F., Qin, T., Henninger, N., Yaseen, M.A., Sakadžić, S., & Ayata, C. (2018). Real-time non-invasive in vivo visible light detection of cortical spreading depolarizations in mice. Journal of neuroscience methods, 309, 143-146. https://doi.org/10.1016/j.jneumeth.2018.09.001
Ciechanowski, L., Przegalinska, A., Magnuski, M., & Gloor, P. (2019). In the shades of the uncanny valley: An experimental study of human–chatbot interaction. Future Generation Computer Systems, 92, 539-548. https://doi.org/10.1016/j.future.2018.01.055
Coelho, P. S., Rita, P., & Santos, Z. R. (2018). On the relationship between consumer-brand identification, brand community, and brand loyalty. Journal of Retailing and Consumer Services, 43, 101-110. https://doi.org/10.1016/j.jretconser.2018.03.011
Colwell, R. K., Brehm, G., Cardelús, C. L., Gilman, A. C., & Longino, J. T. (2008). Global warming, elevational range shifts, and lowland biotic attrition in the wet tropics. science, 322(5899), 258-261.
Cozby, P. C. (1973). Self-disclosure: a literature review. Psychological bulletin, 79(2), 73. https://doi.org/10.1037/h0033950
Davenport, T. H., & Ronanki, R. (2018). Artificial intelligence for the real world. Harvard business review, 96(1), 108-116.
De Chernatony, L., & Riley, F. D. O. (1998). Modelling the components of the brand. European journal of marketing, 32(11-12), 1074-1090. https://doi.org/10.1108/03090569810243721
Delgado‐Ballester, E., & Munuera‐Alemán, J. L. (2001). Brand trust in the context of consumer loyalty. European Journal of marketing, 35(11-12), 1238-1258. https://doi.org/10.1108/EUM0000000006475
Derlaga, V. J., & Berg, J. H. (Eds.). (1987). Self-disclosure: Theory, research, and therapy. Springer Science & Business Media.
Derlega, V. J., Metts, S., Petronio, S., & Margulis, S. T. (1993). Self-disclosure. Sage Publications, Inc.
DeVault, D., Artstein, R., Benn, G., Dey, T., Fast, E., Gainer, A., ... & Morency, L. P. (2014, May). SimSensei Kiosk: A virtual human interviewer for healthcare decision support. In Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems (pp. 1061-1068).
De Vries, N. J., & Carlson, J. (2014). Examining the drivers and brand performance implications of customer engagement with brands in the social media environment. Journal of Brand Management, 21(6), 495-515. https://doi.org/10.1057/bm.2014.18
Dhir, A., Talwar, S., Kaur, P., Budhiraja, S., & Islam, N. (2021). The dark side of social media: Stalking, online self‐disclosure and problematic sleep. International Journal of Consumer Studies. https://doi.org/10.1111/ijcs.12659
Dick, A. S., & Basu, K. (1994). Customer loyalty: toward an integrated conceptual framework. Journal of the academy of marketing science, 22(2), 99-113. https://doi.org/10.1177/0092070394222001
Dimitriades, Z. S. (2006). Customer satisfaction, loyalty and commitment in service organizations. Management Research News, 29(12), 782-800. https://doi.org/10.1108/01409170610717817
Duarte, P., e Silva, S. C., & Ferreira, M. B. (2018). How convenient is it? Delivering online shopping convenience to enhance customer satisfaction and encourage e-WOM. Journal of Retailing and Consumer Services, 44, 161-169. https://doi.org/10.1016/j.jretconser.2018.06.007
Dryer, D. C. (1999). Getting personal with computers: how to design personalities for agents. Applied artificial intelligence, 13(3), 273-295. https://doi.org/10.1080/088395199117423
Dwivedi, Y. K., Ismagilova, E., Hughes, D. L., Carlson, J., Filieri, R., Jacobson, J., Jain, V., Karjaluoto, V., Kefi, H., Krishen, A., S., Kumar, V., Rahman, M., M., Raman, R., Rauschnabel, P., A., Rowley, J., Salo, J., Tran, G., & Wang, Y. (2020). Setting the future of digital and social media marketing research: Perspectives and research propositions. International Journal of Information Management, 102168. https://doi.org/10.1016/j.ijinfomgt.2020.102168
Efraim, O., Maraev, V., & Rodrigues, J. (2017, September). Boosting a rule-based chatbot using statistics and user satisfaction ratings. In Conference on Artificial Intelligence and Natural Language (pp. 27-41). Springer, Cham.
Ehrenberg, A. S., Uncles, M. D., & Goodhardt, G. J. (2004). Understanding brand performance measures: using Dirichlet benchmarks. Journal of Business Research, 57(12), 1307-1325. https://doi.org/10.1016/j.jbusres.2002.11.001
Engel, J. F., Blackwell, R. D., & Miniard, P. W. (1995). Consumer behavior. 8th, forth worth.
Fadhil, A. (2018). Can a chatbot determine my diet?: Addressing challenges of chatbot application for meal recommendation. arXiv preprint arXiv:1802.09100.
Fick, G. R., & Brent Ritchie, J. R. (1991). Measuring service quality in the travel and tourism industry. Journal of travel research, 30(2), 2-9. https://doi.org/10.1177/004728759103000201
Fionda, A. M., & Moore, C. M. (2009). The anatomy of the luxury fashion brand. Journal of brand Management, 16(5), 347-363. https://doi.org/10.1057/bm.2008.45
Følstad, A., & Brandtzaeg, P. B. (2020). Users' experiences with chatbots: findings from a questionnaire study. Quality and User Experience, 5(1), 1-14. https://doi.org/10.1007/s41233-020-00033-2
Følstad, A., Kvale, K., & Halvorsrud, R. (2014, June). Customer journeys: Involving customers and internal resources in the design and management of services. In ServDes. 2014 Service Future; Proceedings of the fourth Service Design and Service Innovation Conference; Lancaster University; United Kingdom; 9-11 April 2014 (No. 099, pp. 412-417). Linköping University Electronic Press.
Følstad, A., Nordheim, C. B., & Bjørkli, C. A. (2018, October). What makes users trust a chatbot for customer service? An exploratory interview study. In International conference on internet science (pp. 194-208). Springer, Cham.
Formell, C. (1992). National customer satisfaction barometer: The Swedish experience. Journal of Marketing, 56(January), 6-21. https://doi.org/10.1177/002224299205600103
Frow, P., & Payne, A. (2007). Towards the ‘perfect’customer experience. Journal of Brand Management, 15(2), 89-101. https://doi.org/10.1057/palgrave.bm.2550120
Galvao, A. M., Barros, F. A., Neves, A. M., & Ramalho, G. L. (2004, July). Persona-aiml: An architecture developing chatterbots with personality. In Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems-Volume 3 (pp. 1266-1267).
Gartner, D., & Padman, R. (2020). Machine learning for healthcare behavioural OR: Addressing waiting time perceptions in emergency care. Journal of the Operational Research Society, 71(7), 1087-1101. https://doi.org/10.1080/01605682.2019.1571005
Gelb, B. D., & Sundaram, S. (2002). Adapting to “word of mouse”. Business Horizons, 45(4), 21-25. https://doi.org/10.1016/S0007-6813(02)00222-7
Gibbs, J. L., Ellison, N. B., & Heino, R. D. (2006). Self-presentation in online personals: The role of anticipated future interaction, self-disclosure, and perceived success in Internet dating. Communication research, 33(2), 152-177. https://doi.org/10.1177/0093650205285368
Godes, D., Mayzlin, D., Chen, Y., Das, S., Dellarocas, C., Pfeiffer, B., Libai, B., Sen, S., Shi, M., & Verlegh, P. (2005). The firm's management of social interactions. Marketing letters, 16(3), 415-428. https://doi.org/10.1007/s11002-005-5902-4
Godey, B., Manthiou, A., Pederzoli, D., Rokka, J., Aiello, G., Donvito, R., & Singh, R. (2016). Social media marketing efforts of luxury brands: Influence on brand equity and consumer behavior. Journal of business research, 69(12), 5833-5841. https://doi.org/10.1016/j.jbusres.2016.04.181
Grewal, D., Levy, M., & Kumar, V. (2009). Customer experience management in retailing: An organizing framework. Journal of retailing, 85(1), 1-14. https://doi.org/10.1016/j.jretai.2009.01.001
Greene, K., Derlega, V. J., & Mathews, A. (2006). Self-disclosure in personal relationships. The Cambridge handbook of personal relationships, 409-427.
Gummerus, J., Liljander, V., Weman, E., & Pihlström, M. (2012). Customer engagement in a Facebook brand community. Management Research Review. 35(9), 857-877. https://doi.org/10.1108/01409171211256578 https://doi.org/10.1108/01409171211256578
Gupta, A. (2016). Redefining service quality scale with customer experience quality scale: a critical review. International Journal of Services and Operations Management, 25(1), 48-64. https://doi.org/10.1504/IJSOM.2016.078070
Gutiérrez, F., Htun, N. N., Schlenz, F., Kasimati, A., & Verbert, K. (2019). A review of visualisations in agricultural decision support systems: An HCI perspective. Computers and Electronics in Agriculture, 163, 104844. https://doi.org/10.1016/j.compag.2019.05.053
Ha, N. M., & Lam, N. H. (2017). The effects of celebrity endorsement on 62 customer’s attitude toward brand and purchase intention. International Journal of Economics and Finance, Vol.9, No.1, pp. 64-77. http://dx.doi.org/10.5539/ijef.v9n1p64
Ha, H. Y., & Perks, H. (2005). Effects of consumer perceptions of brand experience on the web: Brand familiarity, satisfaction and brand trust. Journal of Consumer Behaviour: An International Research Review, 4(6), 438-452. https://doi.org/10.1002/cb.29
Haenlein, M., & Kaplan, A. (2019). A brief history of artificial intelligence: On the past, present, and future of artificial intelligence. California management review, 61(4), 5-14. https://doi.org/10.1177/0008125619864925
Han, H., Choo, S. W., Lee, J., & Hwang, J. (2017). Examining the influence of rapport between players and dealers on customer satisfaction, revisit intentions, and word-of-mouth in the casino industry: The moderating role of gender. Journal of Quality Assurance in Hospitality & Tourism, 18(1), 107-123. https://doi.org/10.1080/1528008X.2016.1169472
Hanna, R., Rohm, A., & Crittenden, V. L. (2011). We’re all connected: The power of the social media ecosystem. Business horizons, 54(3), 265-273. https://doi.org/10.1016/j.bushor.2011.01.007
Harding, T. (2010). Digital natives and digital immigrants. Retrieved Jan, 29, 2011.
Häubl, G., & Trifts, V. (2000). Consumer decision making in online shopping environments: The effects of interactive decision aids. Marketing science, 19(1), 4-21. https://doi.org/10.1287/mksc.19.1.4.15178
Hayes, G. R. (2011). The relationship of action research to human-computer interaction. ACM Transactions on Computer-Human Interaction (TOCHI), 18(3), 1-20. https://doi.org/10.1145/1993060.1993065
He, H., Li, Y., & Harris, L. (2012). Social identity perspective on brand loyalty. Journal of business research, 65(5), 648-657. https://doi.org/10.1016/j.jbusres.2011.03.007
Hellier, P. K., Geursen, G. M., Carr, R. A., & Rickard, J. A. (2003). Customer repurchase intention: A general structural equation model. European journal of marketing, 37(11), 1762-1800. https://doi.org/10.1108/03090560310495456.
Helsper, E. J., & Eynon, R. (2010). Digital natives: where is the evidence?. British educational research journal, 36(3), 503-520. https://doi.org/10.1080/01411920902989227
Hennig‐Thurau, T. (2004). Customer orientation of service employees: Its impact on customer satisfaction, commitment, and retention. International journal of service industry managemen, 15(5), 460-478. https://doi.org/10.1108/09564230410564939
Hill, C. T., & Stull, D. E. (1987). Gender and self-disclosure. In Self-Disclosure (pp. 81-100). Springer, Boston, MA.
Ho, M. H. W., Chung, H. F., Kingshott, R., & Chiu, C. C. (2020). Customer engagement, consumption and firm performance in a multi-actor service eco-system: The moderating role of resource integration. Journal of Business Research, 121, 557-566. https://doi.org/10.1016/j.jbusres.2020.02.008
Ho, A., Hancock, J., & Miner, A. S. (2018). Psychological, relational, and emotional effects of self-disclosure after conversations with a chatbot. Journal of Communication, 68(4), 712-733. https://doi.org/10.1093/joc/jqy026
Hollenbaugh, E. E., & Ferris, A. L. (2014). Facebook self-disclosure: Examining the role of traits, social cohesion, and motives. Computers in Human Behavior, 30, 50-58. https://doi.org/10.1016/j.chb.2013.07.055
Hollender, N., Hofmann, C., Deneke, M., & Schmitz, B. (2010). Integrating cognitive load theory and concepts of human–computer interaction. Computers in human behavior, 26(6), 1278-1288. https://doi.org/10.1016/j.chb.2010.05.031
Holzwarth, M., Janiszewski, C., & Neumann, M. M. (2006). The influence of avatars on online consumer shopping behavior. Journal of marketing, 70(4), 19-36. https://doi.org/10.1509/jmkg.70.4.019
Homans, G. C. (1958). Social behavior as exchange. American journal of sociology, 63(6), 597-606. https://doi.org/10.1086/222355
Hsu, Y. C., & Nourbakhsh, I. (2020). When human-computer interaction meets community citizen science. Communications of the ACM, 63(2), 31-34.
Hsu, P., Zhao, J., Liao, K., Liu, T., & Wang, C. (2017, May). AllergyBot: A Chatbot technology intervention for young adults with food allergies dining out. In Proceedings of the 2017 CHI conference extended abstracts on human factors in computing systems (pp. 74-79).
Hu, H. H., Wang, L., Jiang, L., & Yang, W. (2019). Strong ties versus weak ties in word-of-mouth marketing. BRQ Business Research Quarterly, 22(4), 245-256. https://doi.org/10.1016/j.brq.2018.10.004
Huang, M. H., & Rust, R. T. (2018). Artificial intelligence in service. Journal of Service Research, 21(2), 155-172. https://doi.org/10.1177/1094670517752459
Huang, M., Ali, R., & Liao, J. (2017). The effect of user experience in online games on word of mouth: A pleasure-arousal-dominance (PAD) model perspective. Computers in Human Behavior, 75, 329-338. https://doi.org/10.1016/j.chb.2017.05.015
Hung, S. Y., Chen, C. C., & Huang, N. H. (2014). An integrative approach to understanding customer satisfaction with e-service of online stores. Journal of Electronic Commerce Research, 15(1), 40.
Hwang, K., & Zhang, Q. (2018). Influence of parasocial relationship between digital celebrities and their followers on followers’ purchase and electronic word-of-mouth intentions, and persuasion knowledge. Computers in Human Behavior, 87, 155-173. https://doi.org/10.1016/j.chb.2018.05.029
Ilham, R. (2018). Improve quality of e-loyalty in online food delivery services: a case of Indonesia. Journal of Theoretical and Applied Information Technology, 96(15), 4760-4769.
Islam, T., Ahmed, I., Ali, G., & Ahmer, Z. (2019). Emerging trend of coffee cafe in Pakistan: factors affecting revisit intention. British Food Journal, 121(9), 2132-2147. https://doi.org/10.1108/BFJ-12-2018-0805.
Ismail, A. R. (2011). Experience marketing: An empirical investigation. Journal of Relationship Marketing, 10(3), 167-201. https://doi.org/10.1080/15332667.2011.599703
Japutra, A., & Molinillo, S. (2019). Responsible and active brand personality: On the relationships with brand experience and key relationship constructs. Journal of Business Research, 99, 464-471. https://doi.org/10.1016/j.jbusres.2017.08.027
Jeon, M., Fiebrink, R., Edmonds, E. A., & Herath, D. (2019). From rituals to magic: Interactive art and HCI of the past, present, and future. International Journal of Human-Computer Studies, 131, 108-119. https://doi.org/10.1016/j.ijhcs.2019.06.005
Jones, T. O., & Sasser, W. E. (1995). Why satisfied customers defect. Harvard business review, 73(6), 88. https://doi.org/10.1002/jtr.1968
Jourard, S. M., & Lasakow, P. (1958). Some factors in self-disclosure. The Journal of Abnormal and Social Psychology, 56(1), 91. https://doi.org/10.1037/h0043357
Jukes, I., & Dosaj, A. (2006). Understanding digital children (DKs). Teaching and learning in the new digital landscape.
Kanda, A., Chen, W., Othman, M., Branham, K. E., Brooks, M., Khanna, R., He,S., Lyons, R., Abecasis, G.R., & Swaroop, A. (2007). A variant of mitochondrial protein LOC387715/ARMS2, not HTRA1, is strongly associated with age-related macular degeneration. Proceedings of the National Academy of Sciences, 104(41), 16227-16232. https://doi.org/10.1073/pnas.0703933104
Kang, H. J., & Kim, S. I. (2017). Evaluation on the Usability of Chatbot Intelligent Messenger Mobile Services-Focusing on Google (Allo) and Facebook (M messenger). Journal of the Korea Convergence Society, 8(9), 271-276. https://doi.org/10.15207/JKCS.2017.8.9.271
Kankanhalli, A., Tan, B. C., & Wei, K. K. (2005). Contributing knowledge to electronic knowledge repositories: An empirical investigation. MIS quarterly, 113-143. https://doi.org/10.2307/25148670
Kelleher, T. (2009). Conversational voice, communicated commitment, and public relations outcomes in interactive online communication. Journal of communication, 59(1), 172-188. https://doi.org/10.1111/j.1460-2466.2008.01410.x
Kelleher, T., & Miller, B. M. (2006). Organizational blogs and the human voice: Relational strategies and relational outcomes. Journal of computer-mediated communication, 11(2), 395-414. https://doi.org/10.1111/j.1083-6101.2006.00019.x
Keller, K. L. (1993). Conceptualizing, measuring, and managing customer-based brand equity. Journal of marketing, 57(1), 1-22. https://doi.org/10.1177/002224299305700101
Keller, K. L. (2003). Brand synthesis: The multidimensionality of brand knowledge. Journal of consumer research, 29(4), 595-600. https://doi.org/10.1086/346254
Kesari, B., & Atulkar, S. (2016). Satisfaction of mall shoppers: A study on perceived utilitarian and hedonic shopping values. Journal of Retailing and Consumer services, 31, 22-31. https://doi.org/10.1016/j.jretconser.2016.03.005
Khan, A., Ranka, S., Khakare, C., & Karve, S. (2019). NEEV: An Education Informational Chatbot. International Research Journal of Engineering and Technology (IRJET), 6(4), 492-95.
Kim, J., Kang, S., & Taylor, C. R. (2018). Technology driven experiences from mobile direct to virtual reality. Journal of Global Scholars of Marketing Science, 28(1), 96-102. https://doi.org/10.1080/21639159.2017.1420423
Kim, A. J., & Ko, E. (2012). Do social media marketing activities enhance customer equity? An empirical study of luxury fashion brand. Journal of Business research, 65(10), 1480-1486. https://doi.org/10.1016/j.jbusres.2011.10.014
Kocsis, D. (2019). A conceptual foundation of design and implementation research in accounting information systems. International Journal of Accounting Information Systems, 34, 100420. https://doi.org/10.1016/j.accinf.2019.06.003
Krasnova, H., Spiekermann, S., Koroleva, K., & Hildebrand, T. (2010). Online social networks: why we disclose. Journal of information technology, 25(2), 109-125. https://doi.org/10.1057/jit.2010.6
Kuo, Y. F., & Hou, J. R. (2017). Oppositional brand loyalty in online brand communities: perspectives on social identity theory and consumer-brand relationship. Journal of Electronic Commerce Research, 18(3), 254.
Lam, C. F., & Mayer, D. M. (2014). When do employees speak up for their customers? A model of voice in a customer service context. Personnel Psychology, 67(3), 637-666. https://doi.org/10.1111/peps.12050
Larivière, B., Bowen, D., Andreassen, T. W., Kunz, W., Sirianni, N. J., Voss, C., Wünderlich, N., V., & De Keyser, A. (2017). “Service Encounter 2.0”: An investigation into the roles of technology, employees and customers. Journal of Business Research, 79, 238-246. https://doi.org/10.1016/j.jbusres.2017.03.008
Laroche, M., Habibi, M. R., Richard, M. O., & Sankaranarayanan, R. (2012). The effects of social media based brand communities on brand community markers, value creation practices, brand trust and brand loyalty. Computers in Human Behavior, 28(5), 1755-1767. https://doi.org/10.1016/j.chb.2012.04.016
Laurenceau, J. P., Barrett, L. F., & Pietromonaco, P. R. (1998). Intimacy as an interpersonal process: The importance of self-disclosure, partner disclosure, and perceived partner responsiveness in interpersonal exchanges. Journal of personality and social psychology, 74(5), 1238. https://doi.org/10.1037/0022-3514.74.5.1238
Le, T. D. (2018). Influence of WOM and content type on online engagement in consumption communities: The information flow from discussion forums to Facebook. Online Information Review, 42(2), 161-175. https://doi.org/10.1108/OIR-09-2016-0246.
Lee, S., & Choi, J. (2017). Enhancing user experience with conversational agent for movie recommendation: Effects of self-disclosure and reciprocity. International Journal of Human-Computer Studies, 103, 95-105. https://doi.org/10.1016/j.ijhcs.2017.02.005
Lee, S., Han, H., Radic, A., & Tariq, B. (2020). Corporate social responsibility (CSR) as a customer satisfaction and retention strategy in the chain restaurant sector. Journal of Hospitality and Tourism Management, 45, 348-358. https://doi.org/10.1016/j.jhtm.2020.09.002
Lee, Y., & Kwon, O. (2011). Intimacy, familiarity and continuance intention: An extended expectation–confirmation model in web-based services. Electronic Commerce Research and Applications, 10(3), 342-357. https://doi.org/10.1016/j.elerap.2010.11.005
Lee, D., Oh, K. J., & Choi, H. J. (2017, February). The chatbot feels you-a counseling service using emotional response generation. In 2017 IEEE international conference on big data and smart computing (BigComp) (pp. 437-440).
Lee, Y. C., Yamashita, N., Huang, Y., & Fu, W. (2020, April). " I Hear You, I Feel You": Encouraging Deep Self-disclosure through a Chatbot. In Proceedings of the 2020 CHI conference on human factors in computing systems (pp. 1-12). https://doi.org/10.1145/3313831.3376175
Lee, Y. C., Yamashita, N., & Huang, Y. (2020). Designing a Chatbot as a Mediator for Promoting Deep Self-Disclosure to a Real Mental Health Professional. Proceedings of the ACM on Human-Computer Interaction, 4(CSCW1), 1-27. https://doi.org/10.1145/3392836
Lester, J., Branting, K., & Mott, B. (2004). Conversational agents. The Practical Handbook of Internet Computing, 220-240.
Liebrecht, C., & Van Der Weegen, E. (2019). Menselijke chatbots: een zegen voor online klantcontact?: Het effect van conversational human voice door chatbots op social presence en merkattitude. Tijdschrift voor Communicatiewetenschap, 47(3). https://doi.org/10.5117/2019.047.003.005
Lin, C. P., Chen, S. C., Chiu, C. K., & Lee, W. Y. (2011). Understanding purchase intention during product-harm crises: Moderating effects of perceived corporate ability and corporate social responsibility. Journal of business ethics, 102(3), 455-471. https://doi.org/10.1007/s10551-011-0824-y
Lin, H. ,F. (2007). The impact of website quality dimensions on customer satisfaction in the B2C e-commerce context. Total Quality Management and Business Excellence, 18(4), 363-378. https://doi.org/10.1080/14783360701231302
Lin, J. C. C. (2007). Online stickiness: its antecedents and effect on purchasing intention. Behaviour & information technology, 26(6), 507-516. https://doi.org/10.1080/01449290600740843
Liu, W., & Florkowski, W. J. (2018). Online Meal delivery services: Perception of service quality and delivery speed among Chinese consumers (No. 2015-2018-368).
Long, M., Wang, P., Fang, H., & Hu, W. (2019). Progress, challenges, and opportunities for 2D material based photodetectors. Advanced Functional Materials, 29(19), 1803807. https://doi.org/10.1002/adfm.201803807
Lowry, P. B., Romano, N. C., Jenkins, J. L., & Guthrie, R. W. (2009). The CMC interactivity model: How interactivity enhances communication quality and process satisfaction in lean-media groups. Journal of Management Information Systems, 26(1), 155-196. https://doi.org/10.2753/MIS0742-1222260107
Lu, B., Fan, W., & Zhou, M. (2016). Social presence, trust, and social commerce purchase intention: An empirical research. Computers in Human Behavior, 56, 225-237. https://doi.org/10.1016/j.chb.2015.11.057
Lucas, G. M., Rizzo, A., Gratch, J., Scherer, S., Stratou, G., Boberg, J., & Morency, L. P. (2017). Reporting mental health symptoms: breaking down barriers to care with virtual human interviewers. Frontiers in Robotics and AI, 4, 51. https://doi.org/10.3389/frobt.2017.00051
Luo, Y., Chen, G. F., Ding, L., Chen, X., Ding, L. X., & Wang, H. (2019). Efficient electrocatalytic N2 fixation with MXene under ambient conditions. Joule, 3(1), 279-289. https://doi.org/10.1016/j.joule.2018.09.011
MacKenzie, S. B., & Spreng, R. A. (1992). How does motivation moderate the impact of central and peripheral processing on brand attitudes and intentions?. Journal of consumer research, 18(4), 519-529. https://doi.org/10.1086/209278
Mangold, W. G., & Faulds, D. J. (2009). Social media: The new hybrid element of the promotion mix. Business horizons, 52(4), 357-365. https://doi.org/10.1016/j.bushor.2009.03.002
Manzur, E., Olavarrieta, S., Hidalgo, P., Farías, P., & Uribe, R. (2011). Store brand and national brand promotion attitudes antecedents. Journal of Business Research, 64(3), 286-291. https://doi.org/10.1016/j.jbusres.2009.11.014
Martins, J., Costa, C., Oliveira, T., Gonçalves, R., & Branco, F. (2019). How smartphone advertising influences consumers' purchase intention. Journal of Business Research, 94, 378-387. https://doi.org/10.1016/j.jbusres.2017.12.047
McCarthy, M. A. (2007). Bayesian methods for ecology. Cambridge University Press.
McLean, G., & Osei-Frimpong, K. (2017). Examining satisfaction with the experience during a live chat service encounter-implications for website providers. Computers in Human Behavior, 76, 494-508. https://doi.org/10.1016/j.chb.2017.08.005
McLean, G., & Osei-Frimpong, K. (2019). Hey Alexa… examine the variables influencing the use of artificial intelligent in-home voice assistants. Computers in Human Behavior, 99, 28-37. https://doi.org/10.1016/j.chb.2019.05.009
McLean, G., & Wilson, A. (2016). Evolving the online customer experience… is there a role for online customer support?. Computers in Human Behavior, 60, 602-610. https://doi.org/10.1016/j.chb.2016.02.084
McTear, M. F. (2016, November). The rise of the conversational interface: A new kid on the block?. In international workshop on future and emerging trends in language technology (pp. 38-49). Springer, Cham.
Mero, J. (2018). The effects of two-way communication and chat service usage on consumer attitudes in the e-commerce retailing sector. Electronic Markets, 28(2), 205-217. https://doi.org/10.1007/s12525-017-0281-2
Meuter, M. L., Bitner, M. J., Ostrom, A. L., & Brown, S. W. (2005). Choosing among alternative service delivery modes: An investigation of customer trial of self-service technologies. Journal of marketing, 69(2), 61-83. https://doi.org/10.1509/jmkg.69.2.61.60759
Meuter, M. L., Ostrom, A. L., Roundtree, R. I., & Bitner, M. J. (2000). Self-service technologies: understanding customer satisfaction with technology-based service encounters. Journal of marketing, 64(3), 50-64. https://doi.org/10.1509/jmkg.64.3.50.18024
Mimoun, M. S. B., Poncin, I., & Garnier, M. (2017). Animated conversational agents and e-consumer productivity: The roles of agents and individual characteristics. Information & Management, 54(5), 545-559. https://doi.org/10.1016/j.im.2016.11.008
Mitchell, A. A., & Olson, J. C. (1981). Are product attribute beliefs the only mediator of advertising effects on brand attitude?. Journal of marketing research, 18(3), 318-332. https://doi.org/10.1177/002224378101800306
Molm, L. D. (1997). Coercive power in social exchange. Cambridge University Press.
Moon, Y. (2000). Intimate exchanges: Using computers to elicit self-disclosure from consumers. Journal of consumer research, 26(4), 323-339. https://doi.org/10.1086/209566
Moon, Y., & Nass, C. (1996). How “real” are computer personalities? Psychological responses to personality types in human-computer interaction. Communication research, 23(6), 651-674. https://doi.org/10.1177/009365096023006002
Morgan, L. H. (2019). Ancient society: Or, researches in the lines of human progress from savagery, through barbarism to civilization. Good Press.
Morgan, R. M., & Hunt, S. D. (1994). The commitment-trust theory of relationship marketing. Journal of marketing, 58(3), 20-38. https://doi.org/10.1177/002224299405800302
Morris, L. V., Finnegan, C., & Wu, S. S. (2005). Tracking student behavior, persistence, and achievement in online courses. The Internet and Higher Education, 8(3), 221-231. https://doi.org/10.1016/j.iheduc.2005.06.009
Morwitz, V. G., & Schmittlein, D. (1992). Using segmentation to improve sales forecasts based on purchase intent: Which “intenders” actually buy?. Journal of marketing research, 29(4), 391-405. https://doi.org/10.1177/002224379202900401
Murray, K. B. (1991). A test of services marketing theory: consumer information acquisition activities. Journal of marketing, 55(1), 10-25. https://doi.org/10.1177/002224299105500102
Nadarzynski, T., Miles, O., Cowie, A., & Ridge, D. (2019). Acceptability of artificial intelligence (AI)-led chatbot services in healthcare: A mixed-methods study. Digital health, 5, 2055207619871808. https://doi.org/10.1177/2055207619871808
Nakanishi, M. (1986). Perceptions of self-disclosure in initial interaction: A Japanese sample. Human Communication Research, 13(2), 167-190. https://doi.org/10.1111/j.1468-2958.1986.tb00101.x
Nass, C., Moon, Y., Fogg, B. J., Reeves, B., & Dryer, D. C. (1995). Can computer personalities be human personalities?. International Journal of Human-Computer Studies, 43(2), 223-239. https://doi.org/10.1006/ijhc.1995.1042
Nass, C., & Moon, Y. (2000). Machines and mindlessness: Social responses to computers. Journal of social issues, 56(1), 81-103.
Nass, C., Steuer, J., & Tauber, E. R. (1994). Computers are social actors. In Proceedings of the SIGCHI conference on Human factors in computing systems (pp. 72-78).
Nguyen, M., Bin, Y. S., & Campbell, A. (2012). Comparing online and offline self-disclosure: A systematic review. Cyberpsychology, Behavior, and Social Networking, 15(2), 103-111. https://doi.org/10.1089/cyber.2011.0277
Nicosia, Francesco M. (1966), Consumer Decision Processes: Marketing and Advertising Implications, Englewood Cliffs, NJ: Prentice-Hall.
Nikou, S., Brännback, M., & Widén, G. (2019, June). The Impact of Digitalization on Literacy: Digital Immigrants vs. Digital Natives. In ECIS.
Nordheim, C. B. (2018). Trust in chatbots for customer service–findings from a questionnaire study (Master's thesis).
Ntampaka, M., Avestruz, C., Boada, S., Caldeira, J., Cisewski-Kehe, J., Di Stefano, R., Dvorkin, C., Evrard, A. E., Farahi, A., Finkbeiner, D., Genel, S., Goodman, A., Goulding, A., Ho, S., Kosowsky, A., La Plante, P., Lanusse, P., Lochner, M., Mandelbaum, R., … & Wandelt, B. (2019). The role of machine learning in the next decade of cosmology. arXiv preprint arXiv:1902.10159.
Olaniran, B. A., Rodriguez, N., & Williams, I. M. (2012). Social information processing theory (SIPT): A cultural perspective for international online communication environments. In Computer-mediated communication across cultures: International interactions in online environments (pp. 45-65). IGI Global.
Oliver, R. L. (1981). Measurement and evaluation of satisfaction processes in retail settings. Journal of retailing, 57(3), 25–48.
Omale, G. (2019). Improve customer experience with artificial intelligence. Smarter With Gartner. https://www.gartner.com/smarterwithgartner/improve-customer-experience-with-artificial-intelligence/.
Ostrom, Q. T., Cioffi, G., Gittleman, H., Patil, N., Waite, K., Kruchko, C., & Barnholtz-Sloan, J. S. (2019). CBTRUS statistical report: primary brain and other central nervous system tumors diagnosed in the United States in 2012–2016. Neuro-oncology, 21(Supplement_5), v1-v100.
Otto, J. E., & Ritchie, J. B. (1996). The service experience in tourism. Tourism management, 17(3), 165-174. https://doi.org/10.1016/0261-5177(96)00003-9
Park, J., Lennon, S. J., & Stoel, L. (2005). On‐line product presentation: Effects on mood, perceived risk, and purchase intention. Psychology & Marketing, 22(9), 695-719. https://doi.org/10.1002/mar.20080
Park, C. K., Xu, Z. Z., Liu, T., Lü, N., Serhan, C. N., & Ji, R. R. (2011). Resolvin D2 is a potent endogenous inhibitor for transient receptor potential subtype V1/A1, inflammatory pain, and spinal cord synaptic plasticity in mice: distinct roles of resolvin D1, D2, and E1. Journal of Neuroscience, 31(50), 18433-18438. https://doi.org/10.1523/JNEUROSCI
Park, C., Wang, Y., Yao, Y., & Kang, Y. R. (2011). Factors influencing eWOM effects: Using experience, credibility, and susceptibility. International Journal of Social Science and Humanity, 1(1), 74.
Park, N., Jin, B., & Jin, S. A. A. (2011). Effects of self-disclosure on relational intimacy in Facebook. Computers in Human Behavior, 27(5), 1974-1983. https://doi.org/10.1016/j.chb.2011.05.004
Pavlou, P. A. (2003). Consumer acceptance of electronic commerce: Integrating trust and risk with the technology acceptance model. International journal of electronic commerce, 7(3), 101-134. https://doi.org/10.1080/10864415.2003.11044275
Pennebaker, J. W. (1995). Emotion, disclosure, & health (pp. xiv-337). American Psychological Association.
Pine, B. J., Pine, J., & Gilmore, J. H. (1999). The experience economy: work is theatre & every business a stage. Harvard Business Press.
Pratt, E. (2017) .A Primer Artificial Intelligence and Chatbots in Technical Communication – A Primer, pp. 2–9.
Prensky, M. (2001). Digital natives, digital immigrants part 2: Do they really think differently?. On the horizon, 9(6), 1-6.
https://doi.org/10.1108/10748120110424843.
Qian, H., & Scott, C. R. (2007). Anonymity and self-disclosure on weblogs. Journal of Computer-Mediated Communication, 12(4), 1428-1451. https://doi.org/10.1111/j.1083-6101.2007.00380.x
Quah, J. T., & Chua, Y. W. (2019, June). Chatbot assisted marketing in financial service industry. In International Conference on Services Computing (pp. 107-114). Springer, Cham.
Ramaseshan, B., & Stein, A. (2014). Connecting the dots between brand experience and brand loyalty: The mediating role of brand personality and brand relationships. Journal of Brand Management, 21(7), 664-683. https://doi.org/10.1057/bm.2014.23
Ramirez Jr, A., & Zhang, S. (2007). When online meets offline: The effect of modality switching on relational communication. Communication Monographs, 74(3), 287-310. https://doi.org/10.1080/03637750701543493
Reeves, B., & Nass, C. (1996). The media equation: How people treat computers, television, and new media like real people. Cambridge university press.
Ridings, C. M., Gefen, D., & Arinze, B. (2002). Some antecedents and effects of trust in virtual communities. The journal of strategic information systems, 11(3-4), 271-295. https://doi.org/10.1016/S0963-8687(02)00021-5
Rietz, T., Benke, I., Maedche, A. (2019). The impact of anthropomorphic and functional chatbot design features in enterprise collaboration systems on user acceptance. In Proceedings of the 14th International Conference on Wirtschaftsinformatik (2019). Siegen, Germany, February 24-27
Righi, V., Sayago, S., & Blat, J. (2017). When we talk about older people in HCI, who are we talking about? Towards a ‘turn to community’in the design of technologies for a growing ageing population. International Journal of Human-Computer Studies, 108, 15-31. https://doi.org/10.1016/j.ijhcs.2017.06.005
Rita, P., Oliveira, T., & Farisa, A. (2019). The impact of e-service quality and customer satisfaction on customer behavior in online shopping. Heliyon, 5(10), e02690. https://doi.org/10.1016/j.heliyon.2019.e02690
Romaniuk, J., & Sharp, B. (2000). Using known patterns in image data to determine brand positioning. International Journal of Market Research, 42(2), 1-10. https://doi.org/10.1177/147078530004200205
Rosruen, N., & Samanchuen, T. (2018, December). Chatbot utilization for medical consultant system. In 2018 3rd technology innovation management and engineering science international conference (TIMES-iCON) (pp. 1-5).
Roscoe, J.T. (1975) Fundamental Research Statistics for the Behavioural Sciences, 2nd edition. Holt Rinehart & Winston.
Sadeddin, K. W., Serenko, A., & Hayes, J. (2007). Online shopping bots for electronic commerce: the comparison of functionality and performance. International Journal of Electronic Business, 5(6), 576-589. https://doi.org/10.1504/IJEB.2007.016472
Salisbury, W. D., Pearson, R. A., Pearson, A. W., & Miller, D. W. (2001). Perceived security and World Wide Web purchase intention. Industrial Management & Data Systems, 101(4), 165-177 . https://doi.org/10.1108/02635570110390071
Saponaro, M., Le Gal, D., Gao, M., Guisiano, M., & Maniere, I. C. (2018, December). Challenges and opportunities of artificial intelligence in the fashion world. In 2018 International Conference on Intelligent and Innovative Computing Applications (ICONIC) (pp. 1-5).
Saratchandran, H. (2019). Higher order Seiberg–Witten functionals and their associated gradient flows. manuscripta mathematica, 160(3), 411-481. https://doi.org/10.1007/s00229-018-1092-2
Scherer, A., Wünderlich, N. V., & Von Wangenheim, F. (2015). The Value of Self-Service. MIS quarterly, 39(1), 177-200.
Schiffman, L. G. & Kanuk, L. L. (2000). Consumer Behavior (7th ed.). Wisconsin: Prentice Hall.
Schuetzler, R. M., Giboney, J. S., Grimes, G. M., & Nunamaker Jr, J. F. (2018). The influence of conversational agent embodiment and conversational relevance on socially desirable responding. Decision Support Systems, 114, 94-102. https://doi.org/10.1016/j.dss.2018.08.011
Searle, J. R. (1980). Minds, brains, and programs. Behavioral and brain sciences, 3(3), 417-424. https://doi.org/10.1017/S0140525X00005756
Seidman, G. (2013). Self-presentation and belonging on Facebook: How personality influences social media use and motivations. Personality and individual differences, 54(3), 402-407. https://doi.org/10.1016/j.paid.2012.10.009
Serban, I., Sordoni, A., Lowe, R., Charlin, L., Pineau, J., Courville, A., & Bengio, Y. (2017, February). A hierarchical latent variable encoder-decoder model for generating dialogues. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 31, No. 1).
Shah, S. S. H., Aziz, J., Jaffari, A. R., Waris, S., Ejaz, W., Fatima, M., & Sherazi, S. K. (2012). The impact of brands on consumer purchase intentions. Asian Journal of Business Management, 4(2), 105-110.
Shawar, B. A., & Atwell, E. (2007, January). Chatbots: are they really useful?. In Ldv forum (Vol. 22, No. 1, pp. 29-49).
Shenk, C. E., & Fruzzetti, A. E. (2011). The impact of validating and invalidating responses on emotional reactivity. Journal of Social and Clinical Psychology, 30(2), 163-183. https://doi.org/10.1521/jscp.2011.30.2.163
Short, J., Williams, E., & Christie, B. (1976). The social psychology of telecommunications. Toronto; London; New York: Wiley.
Silverman, G. (1997). Harvesting the Power of Word of mouth. Potentials in Marketing, 30(9), 14-16.
Sinniah, S., Perumal, G., Seniasamy, R., Mohamed, R. K. M. H., Das, P. A. M., & Dhananjaya, O. S. (2018). Experiential quality among coffee lovers: an empirical study in the Malaysian coffee outlets industry. e-Bangi, 15(4).
Skjuve, M., & Brandtzæg, P. B. (2018). Chatbots as a new user interface for providing health information to young people. Youth and news in a digital media environment–Nordic-Baltic perspectives(pp. 59-66).
Smith, S. M. (2002). Fast robust automated brain extraction. Human brain mapping, 17(3), 143-155. https://doi.org/10.1002/hbm.10062
Song, H., Wang, J., & Han, H. (2019). Effect of image, satisfaction, trust, love, and respect on loyalty formation for name-brand coffee shops. International Journal of Hospitality Management, 79, 50-59. https://doi.org/10.1016/j.ijhm.2018.12.011
Suh, J. C., & Youjae, Y. (2006). When brand attitudes affect the customer satisfaction-loyalty relation: The moderating role of product involvement. Journal of consumer psychology, 16(2), 145-155. https://doi.org/10.1207/s15327663jcp1602_5
Suhartanto, D., Helmi Ali, M., Tan, K. H., Sjahroeddin, F., & Kusdibyo, L. (2019). Loyalty toward online food delivery service: the role of e-service quality and food quality. Journal of foodservice business research, 22(1), 81-97. https://doi.org/10.1080/15378020.2018.1546076
Šumak, B., Špindler, M., Debeljak, M., Heričko, M., & Pušnik, M. (2019). An empirical evaluation of a hands-free computer interaction for users with motor disabilities. Journal of biomedical informatics, 96, 103249. https://doi.org/10.1016/j.jbi.2019.103249
Tang, J. H., & Wang, C. C. (2012). Self-disclosure among bloggers: Re-examination of social penetration theory. Cyberpsychology, behavior, and social networking, 15(5), 245-250. https://doi.org/10.1089/cyber.2011.0403
Tanioka, T., Yasuhara, Y., Dino, M. J. S., Kai, Y., Locsin, R. C., & Schoenhofer, S. O. (2019). Disruptive engagements with technologies, robotics, and caring: advancing the transactive relationship theory of nursing. Nursing administration quarterly, 43(4), 313-321.
Teo, T. (2013). An initial development and validation of a Digital Natives Assessment Scale (DNAS). Computers & Education, 67, 51-57. https://doi.org/10.1016/j.compedu.2013.02.012
Tseng, S. M. (2014). The impact of knowledge management capabilities and supplier relationship management on corporate performance. International Journal of Production Economics, 154, 39-47. https://doi.org/10.1016/j.ijpe.2014.04.009
Tsiotsou, R. (2006). The role of perceived product quality and overall satisfaction on purchase intentions. International journal of consumer studies, 30(2), 207-217. https://doi.org/10.1111/j.1470-6431.2005.00477.x
Turel, O., & Connelly, C. E. (2013). Too busy to help: Antecedents and outcomes of interactional justice in web-based service encounters. International Journal of Information Management, 33(4), 674-683. https://doi.org/10.1016/j.ijinfomgt.2013.03.005
Turel, O., Connelly, C. E., & Fisk, G. M. (2013). Service with an e-smile: employee authenticity and customer use of web-based support services. Information & Management, 50(2-3), 98-104. https://doi.org/10.1016/j.im.2013.02.004
Turing, A. M. (1950). The word problem in semi-groups with cancellation. Annals of Mathematics, 491-505. https://doi.org/10.2307/1969481
Turney, P. D., & Littman, M. L. (2003). Measuring praise and criticism: Inference of semantic orientation from association. ACM Transactions on Information Systems, 21(4), 315–346. https://doi.org/10.1145/944012.944013
Tosi, F. (2020). From User-Centred Design to Human-Centred Design and the User Experience. In Design for Ergonomics (pp. 47-59). Springer, Cham. https://doi.org/10.1007/978-3-030-33562-5_3
Tynan, C., McKechnie, S., & Hartley, S. (2014). Interpreting value in the customer service experience using customer-dominant logic. Journal of marketing management, 30(9-10), 1058-1081. https://doi.org/10.1080/0267257X.2014.934269
Um, T., Kim, T., & Chung, N. (2020). How does an Intelligence Chatbot Affect Customers Compared with Self-Service Technology for Sustainable Services?. Sustainability, 12(12), 5119. https://doi.org/10.3390/su12125119
Utz, S. (2000). Social information processing in MUDs: The development of friendships in virtual worlds. Journal of online behavior, 1(1).
Vandenberghe, C., Bentein, K., Michon, R., Chebat, J. C., Tremblay, M., & Fils, J. F. (2007). An examination of the role of perceived support and employee commitment in employee-customer encounters. Journal of applied psychology, 92(4), 1177–1187. https://doi.org/10.1037/0021-9010.92.4.1177
Van Doorn, J., Mende, M., Noble, S. M., Hulland, J., Ostrom, A. L., Grewal, D., & Petersen, J. A. (2017). Domo arigato Mr. Roboto: Emergence of automated social presence in organizational frontlines and customers’ service experiences. Journal of service research, 20(1), 43-58. https://doi.org/10.1177/1094670516679272
Van Esch, P., & Black, J. S. (2019). Factors that influence new generation candidates to engage with and complete digital, AI-enabled recruiting. Business Horizons, 62(6), 729-739. https://doi.org/10.1016/j.bushor.2019.07.004
van Esch, P., & Mente, M. (2018). Marketing video-enabled social media as part of your e-recruitment strategy: Stop trying to be trendy. Journal of Retailing and Consumer Services, 44, 266-273. https://doi.org/10.1016/j.jretconser.2018.06.016
Van Noort, R., & Barbour, M. (2014). Introduction to Dental Materials-E-Book. Elsevier Health Sciences.
Verhagen, T., Van Nes, J., Feldberg, F., & Van Dolen, W. (2014). Virtual customer service agents: Using social presence and personalization to shape online service encounters. Journal of Computer-Mediated Communication, 19(3), 529-545. https://doi.org/10.1111/jcc4.12066
Verhoef, P. C., Lemon, K. N., Parasuraman, A., Roggeveen, A., Tsiros, M., & Schlesinger, L. A. (2009). Customer experience creation: Determinants, dynamics and management strategies. Journal of retailing, 85(1), 31-41. https://doi.org/10.1016/j.jretai.2008.11.001
von derPütten, A. M., Kr€ amer, N. C., Gratch, J., & Kang, S.-H. (2010). It doesn't matter what you are! Explaining social effects of agents and avatars. Computers in Human Behavior, 26(6), 1641-1650. https://doi.org/10.1016/j.chb.2010.06.012
Walther, J. B. (1992). Interpersonal effects in computer-mediated interaction: A relational perspective. Communication research, 19(1), 52-90.
Walther, J. B., & Burgoon, J. K. (1992). Relational communication in computer‐mediated interaction. Human communication research, 19(1), 50-88. https://doi.org/10.1111/j.1468-2958.1992.tb00295.x
Westerman, D., Cross, A. C., & Lindmark, P. G. (2019). I believe in a thing called Bot: Perceptions of the humanness of “Chatbots”. Communication Studies, 70(3), 295-312. https://doi.org/10.1080/10510974.2018.1557233
Wheeless, L. R., & Grotz, J. (1976). Conceptualization and measurement of reported self‐disclosure. Human communication research, 2(4), 338-346. https://doi.org/10.1111/j.1468-2958.1976.tb00494.x
Wheeless, L. R., & Grotz, J. (1977). The measurement of trust and its relationship to self‐disclosure. Human Communication Research, 3(3), 250-257. https://doi.org/10.1111/j.1468-2958.1977.tb00523.x
Widener, A., & Lim, S. (2020). Need to belong, privacy concerns and self-disclosure in AI chatbot interaction. Journal of Digital Contents Society, 21(12), 2203-2210.
Wirtz, J., Patterson, P. G., Kunz, W. H., Gruber, T., Lu, V. N., Paluch, S., & Martins, A. (2018). Brave new world: service robots in the frontline. Journal of Service Management, 29(5), 907-931. https://doi.org/10.1108/JOSM-04-2018-0119.
Wilkie, W.L. (1990), Consumer Behavior. John Wile & Sons, Inc
Worthy, M., Gary, A. L., & Kahn, G. M. (1969). Self-disclosure as an exchange process. Journal of personality and social psychology, 13(1), 59-63. https://doi.org/10.1037/h0027990
Woodside, A. G., & Ko, E. (Eds.). (2013). Luxury fashion and culture. Emerald Group Publishing.
Wu, H. C., Li, M. Y., & Li, T. (2018). A study of experiential quality, experiential value, experiential satisfaction, theme park image, and revisit intention. Journal of Hospitality & Tourism Research, 42(1), 26-73. https://doi.org/10.1177/1096348014563396
Xiao, B., & Benbasat, I. (2007). E-commerce product recommendation agents: Use, characteristics, and impact. MIS quarterly, 137-209. https://doi.org/10.2307/25148784
Xiao, L., & Kumar, V. (2021). Robotics for customer service: a useful complement or an ultimate substitute?. Journal of Service Research, 24(1), 9-29. https://doi.org/10.1177/1094670519878881
Xu, K., & Lombard, M. (2017). Persuasive computing: Feeling peer pressure from multiple computer agents. Computers in Human Behavior, 74, 152-162. https://doi.org/10.1016/j.chb.2017.04.043
Yoon, S. J., & Lee, H. J. (2017). Does customer experience management pay off? Evidence from local versus global hotel brands in South Korea. Journal of Hospitality Marketing & Management, 26(6), 585-605. https://doi.org/10.1080/19368623.2017.1281192
Yuan, S., Liu, L., Su, B., & Zhang, H. (2020). Determining the antecedents of mobile payment loyalty: Cognitive and affective perspectives. Electronic Commerce Research and Applications, 41, 100971. https://doi.org/10.1016/j.elerap.2020.100971
Zarouali, B., Van den Broeck, E., Walrave, M., & Poels, K. (2018). Predicting consumer responses to a chatbot on Facebook. Cyberpsychology, Behavior, and Social Networking, 21(8), 491-497. https://doi.org/10.1089/cyber.2017.0518
Zeithaml, V. A. (1988). Consumer perceptions of price, quality, and value: a means-end model and synthesis of evidence. Journal of marketing, 52(3), 2-22. https://doi.org/10.1177/002224298805200302
Zeithaml, V. A., Parasuraman, A., & Berry, L. L. (1985). Problems and strategies in services marketing. Journal of marketing, 49(2), 33-46. https://doi.org/10.1177/002224298504900203
Zhao, Y. C., Xu, X., Sun, X., & Zhu, Q. (2014). An integrated framework of online generative capability: interview from digital immigrants. Aslib journal of information management, 66(2), 219-239. https://doi.org/10.1108/AJIM-08-2013-0068.
Zheng, S., & Chen, Y. (2020). Optimal Advertising for Information Products. arXiv preprint arXiv:2002.10045. https://doi.org/10.1145/3465456.3467649
Zur, O., & Zur, A. (2011). On digital immigrants and digital natives: How the digital divide affects families, educational institutions, and the workplace. Zur Institute–Online Publication. Retrieved on February, 21, 2012.
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財政部統計處(2019年11月28日)。財政統計通報。取自http://service.mof.gov.tw/public/Data/statistic/bulletin/108/%E7%AC%AC22%E8%99%9F-%E5%92%96%E5%95%A1%E8%B1%86%E9%80%B2%E5%8F%A3.pdf
財政部統計處(2019)。飲料店營業額連續14年正成長。取自https://www.moea.gov.tw/Mns/dos/bulletin/Bulletin.aspx?kind=9&html=1&menu_id=18808&bull_id=6099
財政部統計處(2020年04月06日)。外送及宅配助餐飲業抗疫。取自https://www.moea.gov.tw/MNS/populace/news/News.aspx?kind=1&menu_id=40&news_id=89173
榮泰生(2015)。消費者行為. 五南圖書出版股份有限公司.