[1] Irwin Altman and Dalmas A Taylor. 1973. Social penetration: The development
of interpersonal relationships. Holt, Rinehart & Winston, Oxford, England. viii,
212–viii, 212 pages.
[2] Theo Araujo. 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 (2018), 183–189.
https://doi.org/10.1016/j.chb.2018.03.051
[3] Theo Araujo. 2020. Conversational Agent Research Toolkit: An alternative
for creating and managing chatbots for experimental research. Computational
Communication Research 2, 1 (2020), 35–51. https://doi.org/10.5117/CCR2020.1.
002.ARAU
[4] Neeraj Arora, Xavier Dreze, Anindya Ghose, James D Hess, Raghuram Iyengar,
Bing Jing, Yogesh Joshi, V Kumar, Nicholas Lurie, Scott Neslin, S Sajeesh, Meng
Su, Niladri Syam, Jacquelyn Thomas, and Z J Zhang. 2008. Putting one-to-one
marketing to work: Personalization, customization, and choice. Marketing Letters
19, 3 (2008), 305. https://doi.org/10.1007/s11002-008-9056-z
[5] Neeraj Arora, Xavier Dreze, Anindya Ghose, James D Hess, Raghuram Iyengar,
Bing Jing, Yogesh Joshi, V Kumar, Nicholas Lurie, Scott Neslin, S Sajeesh, Meng
Su, Niladri Syam, Jacquelyn Thomas, and Z J Zhang. 2008. Putting one-to-one
marketing to work: Personalization, customization, and choice. Marketing Letters
19, 3 (2008), 305. https://doi.org/10.1007/s11002-008-9056-z
[6] Tae Hyun Baek and Mariko Morimoto. 2012. Stay Away From Me. Journal of
Advertising 41, 1 (2012), 59–76. https://doi.org/10.2753/JOA0091-3367410105
[7] Susan B. Barnes. 2006. A privacy paradox: Social networking in the United States.
First Monday 11, 9 (9 2006), 5. https://doi.org/10.5210/FM.V11I9.1394
[8] Susanne Barth and Menno D T de Jong. 2017. The privacy paradox – Investigating
discrepancies between expressed privacy concerns and actual online behavior – A
systematic literature review. Telematics and Informatics 34, 7 (11 2017), 1038–1058.
https://doi.org/10.1016/j.tele.2017.04.013
[9] Christoph Bartneck, Dana Kulić, Elizabeth Croft, and Susana Zoghbi. 2009. Measurement Instruments for the Anthropomorphism, Animacy, Likeability, Perceived Intelligence, and Perceived Safety of Robots. International Journal of Social
Robotics 1, 1 (2009), 71–81. https://doi.org/10.1007/s12369-008-0001-3
[10] Alastair R Beresford, Dorothea Kübler, and Sören Preibusch. 2012. Unwillingness
to pay for privacy: A field experiment. Economics Letters 117, 1 (10 2012), 25–27.
https://doi.org/10.1016/j.econlet.2012.04.077
[11] Petter Bae Brandtzaeg and Asbjørn Følstad. 2017. Why people use chatbots.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial
Intelligence and Lecture Notes in Bioinformatics) 10673 LNCS (2017), 377–392.
https://doi.org/10.1007/978-3-319-70284-1{_}30/COVER/
[12] John T Cacioppo, Richard E Petty, and Chuan Feng Kao. 1984. The Efficient
Assessment of Need for Cognition. Journal of personality assessment 48, 3 (1984),
306–307. https://doi.org/10.1207/s15327752jpa4803{_}13
[13] Juan Pablo Carrascal, Christopher Riederer, Vijay Erramilli, Mauro Cherubini,
and Rodrigo de Oliveira. 2013. Your browsing behavior for a big mac: Economics
of personal information online. In Proceedings of the 22nd international conference
on World Wide Web. ACM, 189–200. https://doi.org/10.1145/2488388.2488406
[14] Shelly Chaiken. 1980. Heuristic versus systematic information processing and the
use of source versus message cues in persuasion. Journal of personality and social
psychology 39, 5 (1980), 752–766. https://doi.org/10.1037/0022-3514.39.5.752
[15] Shobhana Chandra, Sanjeev Verma, Weng Marc Lim, Satish Kumar, and Naveen
Donthu. 2022. Personalization in personalized marketing: Trends and ways
forward. Psychology & Marketing (2022). https://doi.org/10.1002/MAR.21670
[16] Younghoon Chang, Siew Fan Wong, and Hwansoo Lee. 2015. Understanding
Perceived Privacy: A Privacy Boundary Management Model.. In PACIS. 78. http:
//aisel.aisnet.org/pacis2015/78
[17] Ramnath K Chellappa and Raymond G Sin. 2005. Personalization versus Privacy:
An Empirical Examination of the Online Consumer’s Dilemma. Information
Technology and Management 6, 2 (2005), 181–202. https://doi.org/10.1007/s10799-
005-5879-y
[18] Serena Chen, Kimberly Duckworth, and Shelly Chaiken. 1999. Motivated
Heuristic and Systematic Processing. Psychological Inquiry 10, 1 (1999), 44–49.
https://doi.org/10.1207/s15327965pli1001{_}6
[19] Konstantina Christakopoulou, Filip Radlinski, and Katja Hofmann. 2016. Towards
Conversational Recommender Systems. In Proceedings of the 22nd ACM SIGKDD
International Conference on Knowledge Discovery and Data Mining (KDD ’16).
Association for Computing Machinery, New York, NY, USA, 815–824. https:
//doi.org/10.1145/2939672.2939746
[20] Florian Daniel, Maristella Matera, Vittorio Zaccaria, and Alessandro Dell’Orto.
2018. Toward truly personal chatbots: on the development of custom conversational assistants. In 1st International Workshop on Software Engineering for
Cognitive Services (SE4COG). 31–36. https://doi.org/10.1145/3195555.3195563
[21] Ewart J de Visser, Samuel S Monfort, Ryan McKendrick, Melissa A B Smith,
Patrick E McKnight, Frank Krueger, and Raja Parasuraman. 2016. Almost human:
Anthropomorphism increases trust resilience in cognitive agents. Journal of
Experimental Psychology: Applied 22, 3 (2016), 331–349. https://doi.org/10.1037/
xap0000092
[22] Marjorie Delbaere, Edward F McQuarrie, and Barbara J Phillips. 2011. Personification in advertising: Using a visual metaphor to trigger anthropomorphism.
Journal of Advertising 40, 1 (2011), 121–130. https://doi.org/10.2753/JOA0091-
3367400108
[23] Valerian J Derlega, Marian Sue Harris, and Alan L Chaikin. 1973. Self-disclosure
reciprocity, liking and the deviant. Journal of Experimental Social Psychology 9, 4
(7 1973), 277–284. https://doi.org/10.1016/0022-1031(73)90065-6
[24] Tamara Dinev and Paul Hart. 2005. Internet Privacy Concerns and Social Awareness as Determinants of Intention to Transact AU -. International Journal of Electronic Commerce 10, 2 (2005), 7–29. https://doi.org/10.2753/JEC1086-4415100201
[25] Tamara Dinev, Heng Xu, Jeff H Smith, and Paul Hart. 2013. Information privacy
and correlates: an empirical attempt to bridge and distinguish privacy-related
concepts. European Journal of Information Systems 22, 3 (2013), 295–316. https:
//doi.org/10.1057/ejis.2012.23
[26] Grahame R Dowling and Richard Staelin. 1994. A Model of Perceived Risk and
Intended Risk-Handling Activity. Journal of Consumer Research 21, 1 (1994),
119–134. https://doi.org/10.1086/209386
[27] Alice H Eagly and Shelly Chaiken. 1993. The psychology of attitudes. Harcourt
Brace Jovanovich College Publishers, Orlando, FL, US. xxii, 794–xxii, 794 pages.
[28] Steve W Edison and Gary L Geissler. 2003. Measuring attitudes towards general
technology: Antecedents, hypotheses and scale development. Journal of Targeting,
Measurement and Analysis for Marketing 12, 2 (2003), 137–156. https://doi.org/
10.1057/palgrave.jt.5740104
[29] Peter Ekeh. 1974. Social Exchange Theory: The Two Traditions. Harvard University
Press, Cambridge, Massachusetts.
[30] Nicholas Epley and Adam Waytz. 2010. Mind Perception. John Wiley and Sons
Ltd. https://doi.org/10.1002/9780470561119.socpsy001014
[31] Franz Faul, Edgar Erdfelder, Axel Buchner, and Albert-Georg Lang. 2009. Statistical power analyses using G*Power 3.1: Tests for correlation and regression analyses. Behavior Research Methods 41, 4 (2009), 1149–1160. https:
//doi.org/10.3758/BRM.41.4.1149
[32] Franz Faul, Edgar Erdfelder, Albert-Georg Lang, and Axel Buchner. 2007. G*Power
3: A flexible statistical power analysis program for the social, behavioral, and
biomedical sciences. Behavior Research Methods 39, 2 (2007), 175–191. https:
//doi.org/10.3758/BF03193146
[33] Asbjørn Følstad, Theo Araujo, Effie Lai-Chong Law, Petter Bae Brandtzaeg,
Symeon Papadopoulos, Lea Reis, Marcos Baez, Guy Laban, Patrick McAllister, Carolin Ischen, Rebecca Wald, Fabio Catania, Raphael Meyer von Wolff,
Sebastian Hobert, and Ewa Luger. 2021. Future directions for chatbot research: an interdisciplinary research agenda. Computing 2021 (10 2021), 1–28.
https://doi.org/10.1007/S00607-021-01016-7
[34] Kurt Gray, Liane Young, and Adam Waytz. 2012. Mind Perception Is the Essence
of Morality. Psychological Inquiry 23, 2 (2012), 101–124. https://doi.org/10.1080/
1047840X.2012.651387
[35] Il-Horn Hann, Kai-Lung Hui, Sang-Yong Tom Lee, and Ivan P L Png. 2007. Overcoming Online Information Privacy Concerns: An Information-Processing Theory Approach. Journal of Management Information Systems 24, 2 (2007), 13–42.
https://doi.org/10.2753/MIS0742-1222240202
[36] Phillip Hart and Marla B Royne. 2017. Being Human: How Anthropomorphic
Presentations Can Enhance Advertising Effectiveness. Journal of Current Issues &
Research in Advertising 38, 2 (2017), 129–145. https://doi.org/10.1080/10641734.
2017.1291381
[37] Andrew F Hayes. 2015. An Index and Test of Linear Moderated Mediation.
Multivariate Behavioral Research 50, 1 (2015), 1–22. https://doi.org/10.1080/
00273171.2014.962683
[38] Andrew F Hayes. 2018. Partial, conditional, and moderated moderated mediation:
Quantification, inference, and interpretation. Communication Monographs 85, 1
(2018), 4–40. https://doi.org/10.1080/03637751.2017.1352100
[39] A F Hays. 2018. Introduction to Mediation, Moderation, and Conditional Process
Analysis: A Regession Approach. Number August. Guilford publications. 3–4
pages.
[40] George Caspar Homans. 1961. Social behavior: Its elementary forms. Harcourt,
Brace, Oxford, England. 404 pages.
[41] Fabian Hutmacher and Markus Appel. 2022. The Psychology of Personalization
in Digital Environments: From Motivation to Well-Being – A Theoretical Integration:. https://doi.org/10.1177/10892680221105663 (6 2022), 108926802211056.
https://doi.org/10.1177/10892680221105663
[42] Mohit Jain, Pratyush Kumar, Ramachandra Kota, and Shwetak N Patel. 2018.
Evaluating and Informing the Design of Chatbots. In Proceedings of the 2018
Designing Interactive Systems Conference. ACM, New York, NY, USA. https:
//doi.org/10.1145/3196709
[43] Adam N Joinson, Ulf-Dietrich Reips, Tom Buchanan, and Carina B Paine Schofield.
2010. Privacy, Trust, and Self-Disclosure Online. Human–Computer Interaction
25, 1 (2010), 1–24. https://doi.org/10.1080/07370020903586662
[44] Sidney M Jourard and Paul Lasakow. 1958. Some factors in self-disclosure. The
Journal of Abnormal and Social Psychology 56, 1 (1958), 91–98. https://doi.org/
10.1037/h0043357
[45] Sriram Kalyanaraman and S S Sundar. 2006. The Psychological Appeal of Personalized Content in Web Portals: Does Customization Affect Attitudes and Behavior?
Journal of Communication 56, 1 (2006), 110–132. https://doi.org/10.1111/j.1460-
2466.2006.00006.x
[46] Maurits Kaptein, Panos Markopoulos, Boris de Ruyter, and Emile Aarts. 2015.
Personalizing persuasive technologies: Explicit and implicit personalization using
persuasion profiles. International Journal of Human-Computer Studies 77 (5 2015),
38–51. https://doi.org/10.1016/j.ijhcs.2015.01.004
[47] Guy Laban. 2021. Perceptions of Anthropomorphism in a Chatbot Dialogue:
The Role of Animacy and Intelligence. In Proceedings of the 9th International
Conference on Human-Agent Interaction. ACM, New York, NY, USA, 305–310.
https://doi.org/10.1145/3472307.3484686
[48] Guy Laban and Theo Araujo. 2020. The Effect of Personalization Techniques in
Users’ Perceptions of Conversational Recommender Systems. In Proceedings of
the 20th ACM International Conference on Intelligent Virtual Agents. Association
for Computing Machinery. https://doi.org/10.1145/3383652.3423890
[49] Guy Laban and Theo Araujo. 2020. Working Together with Conversational
Agents: The Relationship of Perceived Cooperation with Service Performance
Evaluations. In Lecture Notes in Computer Science (including subseries Lecture
Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11970
LNCS. https://doi.org/10.1007/978-3-030-39540-7{_}15
[50] Guy Laban, Jean-Noël George, Val Morrison, and Emily S. Cross. 2021. Tell me
more! Assessing interactions with social robots from speech. Paladyn, Journal of
Behavioral Robotics 12, 1 (2021), 136–159. https://doi.org/10.1515/pjbr-2021-0011
[51] Guy Laban, Val Morrison, and Emily S Cross. 2020. Let’s Talk About It!
Subjective and Objective Disclosures to Social Robots. In Companion of the
2020 ACM/IEEE International Conference on Human-Robot Interaction. Association for Computing Machinery, Cambridge, United Kingdom, 328–330. https:
//doi.org/10.1145/3371382.3378252
[52] Guy Laban, Val Morrison, Arvid Kappas, and Emily S Cross. 2022. Informal
Caregivers Disclose Increasingly More to a Social Robot Over Time. In CHI
Conference on Human Factors in Computing Systems Extended Abstracts (CHI EA
’22). Association for Computing Machinery, New York, NY, USA, 1–7. https:
//doi.org/10.1145/3491101.3519666
[53] Dwinita Laksmidewi, Harry Susianto, and Adi Zakaria Afiff. 2017. ANTHROPOMORPHISM IN ADVERTISING: THE EFFECT OF ANTHROPOMORPHIC PRODUCT DEMONSTRATION ON CONSUMER PURCHASE INTENTION. Asian Academy of Management Journal 22, 1 (2017), 1. https://doi.org/10.21315/aamj2017.
22.1.1
[54] C J Lambe, C M Wittmann, and Robert E Spekman. 2001. Social Exchange Theory
and Research on Business-to-Business Relational Exchange. Journal of Businessto-Business Marketing 8, 3 (2001), 1–36. https://doi.org/10.1300/J033v08n03{_}01
[55] Edward J Lawler. 2001. An Affect Theory of Social Exchange. Amer. J. Sociology
107, 2 (2001), 321–352. https://doi.org/10.1086/324071
[56] Edward J Lawler and Shane R Thye. 1999. BRINGING EMOTIONS INTO SOCIAL
EXCHANGE THEORY. Annual Review of Sociology 25, 1 (1999), 217–244. https:
//doi.org/10.1146/annurev.soc.25.1.217
[57] Minha Lee, Jaisie Sin, Guy Laban, Matthias Kraus, Leigh Clark, Martin Porcheron,
Benjamin R Cowan, Asbjørn F\o{}lstad, Cosmin Munteanu, and Heloisa Candello.
2022. Ethics of Conversational User Interfaces. In Extended Abstracts of the 2022
CHI Conference on Human Factors in Computing Systems (CHI EA ’22). Association
for Computing Machinery, New York, NY, USA. https://doi.org/10.1145/3491101.
3503699
[58] Christine Liebrecht and Charlotte van Hooijdonk. 2020. Creating Humanlike
Chatbots: What Chatbot Developers Could Learn from Webcare Employees in
Adopting a Conversational Human Voice. Lecture Notes in Computer Science
(including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in
Bioinformatics) 11970 LNCS (2020), 51–64. https://doi.org/10.1007/978-3-030-
39540-7{_}4/TABLES/4
[59] Naresh K Malhotra, Sung S Kim, and James Agarwal. 2004. Internet Users’
Information Privacy Concerns (IUIPC): The Construct, the Scale, and a Causal
Model. Information Systems Research 15, 4 (2004), 336–355. https://doi.org/10.
1287/isre.1040.0032
[60] Ann L McGill and Sara Kim. 2011. Gaming with Mr. Slot or Gaming the Slot
Machine? Power, Anthropomorphism, and Risk Perception. Journal of Consumer
Research 38, 1 (2011), 94–107. https://doi.org/10.1086/658148
[61] W B Pearce and Stewart M Sharp. 1973. Self-Disclosing Communication. Journal
of Communication 23, 4 (1973), 409–425. https://doi.org/10.1111/j.1460-2466.
1973.tb00958.x
[62] D Peppers, Martha Rogers, and B Dorf. 1999. Is Your Company Ready for Oneto-One Marketing? Harvard business review 77 (1999), 151–160.
[63] Torr Polakow, Guy Laban, Andrei Teodorescu, Jerome R. Busemeyer, and Goren
Gordon. 2022. Social robot advisors: effects of robot judgmental fallacies and
context. Intelligent Service Robotics (8 2022), 1–17. https://doi.org/10.1007/s11370-
022-00438-2
[64] Martin Porcheron, Minha Lee, Birthe Nesset, Frode Guribye, Margot van der Goot,
Roger K. Moore, Ricardo Usbeck, Ana Paiva, Catherine Pelachaud, Elayne Ruane,
Björn Schuller, Guy Laban, Dimosthenis Kontogiorgos, Matthias Kraus, and
Asbjørn Følstad. 2022. Definition, conceptualisation and measurement of trust.
Dagstuhl Reports 11, 8 (2022), 101–105. https://doi.org/10.4230/DAGREP.11.8.76
[65] Aaron Powers and Sara Kiesler. 2006. The advisor robot: tracing people’s mental model from a robot’s physical attributes. In Proceedings of the 1st ACM
SIGCHI/SIGART conference on Human-robot interaction (HRI ’06). ACM, 218–225.
https://doi.org/10.1145/1121241.1121280
[66] Kristopher J Preacher and Andrew F Hayes. 2004. SPSS and SAS procedures
for estimating indirect effects in simple mediation models. Behavior Research
Methods, Instruments, & Computers 36, 4 (2004), 717–731. https://doi.org/10.3758/
BF03206553
[67] Marina Puzakova, Hyokjin Kwak, and Joseph F Rocereto. 2013. When Humanizing
Brands Goes Wrong: The Detrimental Effect of Brand Anthropomorphization
amid Product Wrongdoings. Journal of Marketing 77, 3 (2013), 81–100. https:
//doi.org/10.1509/jm.11.0510
[68] Lingyun Qiu and Izak Benbasat. 2009. Evaluating Anthropomorphic Product
Recommendation Agents: A Social Relationship Perspective to Designing Information Systems. Journal of Management Information Systems 25, 4 (2009),
145–182. https://doi.org/10.2753/MIS0742-1222250405
[69] Francesco Ricci, Lior Rokach, and Bracha Shapira. 2015. Recommender systems:
introduction and challenges. Springer, 1–34. https://doi.org/10.1007/978-1-4899-
7637-6
[70] Dan Russell. 1982. The Causal Dimension Scale: A measure of how individuals
perceive causes. Journal of personality and social psychology 42, 6 (1982), 1137–
1145. https://doi.org/10.1037/0022-3514.42.6.1137
[71] Young June Sah and Wei Peng. 2015. Effects of visual and linguistic anthropomorphic cues on social perception, self-awareness, and information disclosure in a health website. Computers in Human Behavior 45 (4 2015), 392–401.
https://doi.org/10.1016/j.chb.2014.12.055
[72] Ville Salonen and Heikki Karjaluoto. 2016. Web personalization: The state of the
art and future avenues for research and practice. Telematics and Informatics 33, 4
(11 2016), 1088–1104. https://doi.org/10.1016/j.tele.2016.03.004
[73] Greg Shaffer and Z. John Zhang. 2002. Competitive One-to-One Promotions.
http://dx.doi.org/10.1287/mnsc.48.9.1143.172 48, 9 (9 2002), 1143–1160. https://doi.
org/10.1287/MNSC.48.9.1143.172
[74] Bayan Abu Shawar and Eric Atwell. 2007. Chatbots: are they really useful? Ldv
Forum 22, 1 (2007), 29–49.
[75] Xu Sun, Andrew May, and Qingfeng Wang. 2016. The impact of user- and systeminitiated personalization on the user experience at large sports events. Applied
Ergonomics 54 (5 2016), 1–9. https://doi.org/10.1016/j.apergo.2015.11.001
[76] S Shyam Sundar. 2020. Rise of Machine Agency: A Framework for Studying
the Psychology of Human–AI Interaction (HAII). Journal of Computer-Mediated
Communication 25, 1 (3 2020), 74–88. https://doi.org/10.1093/jcmc/zmz026
[77] S S Sundar and Sampada S Marathe. 2010. Personalization versus Customization:
The Importance of Agency, Privacy, and Power Usage. Human Communication
Research 36, 3 (2010), 298–322. https://doi.org/10.1111/j.1468-2958.2010.01377.x
[78] Horst Treiblmaier, Maria Madlberger, Nicolas Knotzer, and Irene Pollach. 2004.
Evaluating personalization and customization from an ethical point of view: an
empirical study. In Proceedings of the 37th Annual Hawaii International Conference
on System Sciences (HICSS’04), Vol. 7. IEEE, 10 pp. https://doi.org/10.1109/HICSS.
2004.1265434
[79] Cong Wang, Yifeng Zheng, Jinghua Jiang, and Kui Ren. 2018. Toward PrivacyPreserving Personalized Recommendation Services. Engineering 4, 1 (2 2018),
21–28. https://doi.org/10.1016/j.eng.2018.02.005
[80] Adam Waytz, John Cacioppo, and Nicholas Epley. 2010. Who Sees Human?: The
Stability and Importance of Individual Differences in Anthropomorphism. Perspect Psychol Sci 5, 3 (2010), 219–232. https://doi.org/10.1177/1745691610369336
[81] Daniel M Wegner. 2002. The Illusion of Conscious Will. MIT Press, Cambridge,
MA.
[82] Bernard Weiner. 1979. A theory of motivation for some classroom experiences.
Journal of educational psychology 71, 1 (1979), 3–25. https://doi.org/10.1037/0022-
0663.71.1.3
[83] Kuang-Wen Wu, Shaio Yan Huang, David C Yen, and Irina Popova. 2012. The effect
of online privacy policy on consumer privacy concern and trust. Computers in
Human Behavior 28, 3 (5 2012), 889–897. https://doi.org/10.1016/j.chb.2011.12.008
[84] Bo Zhang and S Shyam Sundar. 2019. Proactive vs. reactive personalization:
Can customization of privacy enhance user experience? International Journal of
Human-Computer Studies 128 (2019), 86–99. https://doi.org/10.1016/j.ijhcs.2019.
03.002