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http://dx.doi.org/10.5392/JKCA.2020.20.02.203

A Study on the User Experience according to the Existence of Explanation Facilities and Individuals Privacy Concern Level  

Kang, Chan-Young (연세대학교 정보대학원 UX트랙)
Choi, Kee-Eun (연세대학교 정보대학원 UX트랙)
Kang, Hyun-Min (연세대학교 정보대학원 UX트랙)
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Abstract
Nowadays, smart speakers are increasingly personalized and serve as recommendation agents for user. The aim of this study is find out effects of 'Explanation facilities' on transparency, perceived trust, user satisfaction, behavioral intentions of users to reuse, privacy risk, and quality of recommendation in the context of an interact with smart speaker's conversational agents. And we also use measurement for level of privacy concerns to see individuals's level of privacy concerns affected the assessment. The result of this study as follow; First, all measurement variable are significantly related to 'Explanation facilities' Second, perceived trust, privacy risk are significantly related to individual's level of privacy concern. This study found that 'Explanation facilities' could be applied in context of smart speaker and possibility of cognitive dissonance according to the level of privacy concerns.
Keywords
Smart Speakers; Explanation Facilities; Privacy; Conversational Agent;
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1 D. Doran, S. Schulz, and T. R. Besold, "What does explainable AI really mean? A new conceptualization of perspectives," In CEUR Workshop Proceedings, Vol.2071, 2018.
2 H. Johnson and P. Johnson, "Explanation facilities and interactive systems," In Proceedings of the 1st international conference on Intelligent user interfaces, ACM, pp.159-166, 1993.
3 W. Wang and I. Benbasat, "Recommendation agents for electronic commerce: Effects of explanation facilities on trusting beliefs," Journal of Management Information Systems, Vol.23, No.4 pp.217-246, 2007.   DOI
4 J. Zhang and S. P. Curley, "Exploring explanation effects on consumers' trust in online recommender agents," International Journal of Human-Computer Interaction, Vol.34, No.5, pp.421-432, 2018.   DOI
5 S. Karwatzki, O. Dytynko, M. Trenz, and D. Veit, "Beyond the personalization-privacy paradox: Privacy valuation, transparency features, and service personalization," Journal of Management Information Systems, Vol.34, No.2, pp.369-400, 2017.   DOI
6 J. Lau, B. Zimmerman, and F. Schaub, "Alexa, are you listening?: Privacy perceptions, concerns and privacy-seeking behaviors with smart speakers," Proceedings of the ACM on Human-Computer Interaction, CSCW, Vol.2, No.102, 2018.
7 L. K. John, A. Acquisti, and G. Loewenstein, "Strangers on a plane: Context-dependent willingness to divulge sensitive information," ournal of consumer research, Vol.37, No.5, pp.858-873, 2010.   DOI
8 J. H. Song, H. Y. Kim, S. Kim, S. W. Lee, and J. H. Lee, "Effects of personalized e-mail messages on privacy risk: Moderating roles of control and intimacy," Marketing Letters, Vol.27, No.1, pp.89-101, 2016.   DOI
9 S. D. Warren and L. D. Brandeis, "Right to privacy," Harv. L. Rev., No.4, p.193, 1890.
10 A. F. Westin, Privacy and Freedom, New York: Atheneum, 1967.
11 P. A. Pavlou, "State of the information privacy literature: Where are we now and where should we go?," MIS quarterly, pp.977-988, 2011.   DOI
12 J. K. Burgoon, R. Parrott, B. A. Le Poire, D. L. Kelley, J. B. Walther, and D. Perry, "Maintaining and restoring privacy through communication in different types of relationships," Journal of social and personal relationships, Vol.6, No.2, pp.131-158, 1989.   DOI
13 T. Buchanan, C. Paine, A. N. Joinson, and U. D. Reips, "Development of measures of online privacy concern and protection for use on the Internet," Journal of the American Society for Information Science and Technology, Vol.58, No.2, pp.157-165, 2007.   DOI
14 N. K. Malhotra, S. S. Kim, and J. Agarwal, "Internet users' information privacy concerns (IUIPC): The construct, the scale, and a causal model," Information systems research, Vol.15, No.4, pp.336-355, 2004.   DOI
15 김연종, 김진성, 안병혁, "개인정보 제공행위에 대한 Privacy Paradox," 인터넷전자상거래연구, 제16권, 제1호, pp.119-151, 2016.
16 M. Nilashi, D. Jannach, O. bin Ibrahim, M. D. Esfahani, and H. Ahmadi, "Recommendation quality, transparency, and website quality for trust-building in recommendation agents," Electronic Commerce Research and Applications, Vol.19, pp.70-84, 2016.   DOI
17 T. Dinev and P. Hart, "An extended privacy calculus model for e-commerce transactions," Information systems research, Vol.17, No.1, pp.61-80, 2006.   DOI
18 H. J. Smith, S. J. Milberg, and S. J. Burke, "Information privacy: measuring individuals' concerns about organizational practices," MIS quarterly, pp.167-196, 1996.
19 T. Chen, W. L. Han, H. D. Wang, Y. X. Zhou, B. Xu, and B. Y. Zang, "Content recommendation system based on private dynamic user profile," In 2007 International Conference on Machine Learning and Cybernetics, IEEE, Vol.4, pp.2112-2118, 2007.
20 J. L. Hebrado, H. J. Lee, and J. Choi, "Influences of Transparency and Feedback on Customer Intention to Reuse Online Recommender Systems," Journal of Society for e-Business Studies, Vol.18, No.2, 2013.
21 S. Lee and J. Choi, "Enhancing user experience with conversational agent for movie recommendation: Effects of self-disclosure and reciprocity," International Journal of Human-Computer Studies, Vol.103, pp.95-105, 2017.   DOI
22 H. Xu, T. Dinev, H. J. Smith, and P. Hart, "Examining the formation of individual's privacy concerns: Toward an integrative view," ICIS 2008 proceedings, Vol.6, 2008.
23 P. Pu and L. Chen, "Trust-inspiring explanation interfaces for recommender systems," Knowledge-Based Systems, Vol.20, No.6, pp.542-556, 2007.   DOI
24 Y. Sun, N. Wang, X. L. Shen, and J. X. Zhang, "Location information disclosure in location-based social network services: Privacy calculus, benefit structure, and gender differences," Computers in Human Behavior, Vol.52, pp.278-292, 2015.   DOI
25 H. Xu, X. R. Luo, J. M. Carroll, and M. B. Rosson, "The personalization privacy paradox: An exploratory study of decision making process for location-aware marketing," Decision support systems, Vol.51, No.1, pp.42-52, 2011.   DOI
26 L. Festinger, A theory of cognitive dissonance , Stanford university press, Vol.2, 1962.
27 유지현, 강현민, 한광희, "온라인 커뮤니티 속 가입절차 및 지각된 유사성에 따른 평가의 차이," 감성과학, 제21권, 제4호, pp.25-36, 2018.   DOI
28 박찬욱, 이상우, "인터넷상에서의 개인정보 보호행동에 관한 연구: 보호동기이론을 중심으로," 인터넷정보학회논문지, Vol.15, No.2, pp.59-71, 2014.   DOI
29 E. Aronson and J. Mills, "The effect of severity of initiation on liking for a group," The Journal of Abnormal and Social Psychology, Vol.59, No.2, p.177, 1959.   DOI