skip to main content
10.1145/3610978.3640759acmconferencesArticle/Chapter ViewAbstractPublication PageshriConference Proceedingsconference-collections
short-paper

You Look Nice, but I Am Here to Negotiate: The Influence of Robot Appearance on Negotiation Dynamics

Published: 11 March 2024 Publication History

Abstract

This report presents two experimental studies examining whether relatively subtle differences in the appearances of humanoid robots impact (1) the outcomes of human-robot negotiation (i.e., utility scores) and (2) the participant's attitudes toward their robot negotiation partner. Study I compared Nao and Pepper, and Study II compared Nao and QT in identical negotiation settings. While the appearance of robots influenced the participant's attitudes toward the robot before and after the negotiation, such differences were not manifested in the utility scores. The consistent utility scores across different robots reassure that minor variations in the visual characteristics of robots do not alter how users negotiate with a robot. Yet, as participants felt differently about the three robots, there remains the possibility that the differences in their appearances may influence the user's initial inclination to approach each robot. As among the first to systematically investigate the influence of robot appearance on human-robot negotiations, this study emphasizes the importance of assessing both objective outcome scores and the subjective experience of the user in human-robot interaction (HRI) research and offers valuable insights for designing and implementing social robots in real-world settings including customer service and other AI-based interactions.

Supplemental Material

MP4 File
Supplemental video

References

[1]
Reyhan Aydogan, David Festen, Koen V. Hindriks, and Catholijn M. Jonker. 2017. Alternating Offers Protocols for Multilateral Negotiation. In Modern Approaches to Agent-based Complex Automated Negotiation, K. Fujita, Q. Bai, T. Ito, M. Zhang, F. Ren, R. Aydogan, and R. Hadfi (Eds.). Springer, 153--167.
[2]
Reyhan Aydogan, Mehmet Onur Keskin, and Umut Çakan. 2022. Would You Imagine Yourself Negotiating With a Robot, Jennifer? Why Not? IEEE Trans. Hum. Mach. Syst. 52, 1 (2022), 41--51. https://doi.org/10.1109/THMS.2021.3121664
[3]
Christoph Bartneck, Elizabeth Croft, and Dana Kulic. 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
[4]
Chris Bevan and Danaë Stanton Fraser. 2015. Shaking Hands and Cooperation in Tele-present Human-Robot Negotiation. In Human Robot Interaction. 247--254.
[5]
Romy Blankendaal, Tibor Bosse, Charlotte Gerritsen, Tessa de Jong, and Jeroen de Man. 2015. Are Aggressive Agents as Scary as Aggressive Humans?. In AAMAS (Istanbul, Turkey). 553--561.
[6]
Umut Çakan, M. Onur Keskin, and Reyhan Aydogan. 2023. Effects of Agent's Embodiment in Human-Agent Negotiations. In 23rd ACM International Conference on Intelligent Virtual Agents.
[7]
Celso M. de Melo, Peter Carnevale, and Jonathan Gratch. 2011. The Effect of Expression of Anger and Happiness in Computer Agents on Negotiations with Humans. In The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 3. 937--944.
[8]
Carl F. DiSalvo, Francine Gemperle, Jodi Forlizzi, and Sara Kiesler. 2002. All Robots Are Not Created Equal: The Design and Perception of Humanoid Robot Heads. In Proceedings of the 4th conference on Designing interactive systems: processes, practices, methods, and techniques. ACM, London England, 321--326. https://doi.org/10.1145/778712.778756
[9]
VIictoria M. Esses, Geoffrey Haddock, and Mark P. Zanna. 1993. Chapter 7 - Values, Stereotypes, and Emotions as Determinants of Intergroup Attitudes**Editor's Note: This chapter was selected as the 1992 winner of the Otto Klineberg Intercultural and International Relations Award, given by the Society for the Psychological Study of Social Issues. In making its selection, the award committee cited the chapter for offering a "substantial advance in our understanding of basic psychological processes underlying racism, stereotyping, and prejudice". In Affect, Cognition and Stereotyping, Diane M. Mackie and David L. Hamilton (Eds.). Academic Press, San Diego, 137--166. https://doi.org/10.1016/B978-0-08-088579--7.50011--9
[10]
Ivan Dario Gonzalez-Cabrera. 2018. Peer Competition and Cooperation. In Encyclopedia of Evolutionary Psychological Science, Todd K. Shackelford and Viviana A. Weekes-Shackelford (Eds.). Springer International Publishing, Cham, 1--18. https://doi.org/10.1007/978--3--319--16999--6_154--1
[11]
Gul Gunaydin, Emre Selcuk, and Vivian Zayas. 2017. Impressions Based on a Portrait Predict, 1-Month Later, Impressions Following a Live Interaction. Social Psychological and Personality Science 8, 1 (Jan. 2017), 36--44. https://doi.org/10.1177/1948550616662123 Publisher: SAGE Publications Inc.
[12]
Onat Güngör, Umut Cakan, Reyhan Aydogan, and Pinar Öztürk. 2021. Effect of Awareness of Other Side's Gain on Negotiation Outcome, Emotion,Argument and Bidding Behavior. In Recent Advances in Agent-based Negotiation: Formal Models and Human Aspects, R. Aydogan, T. Ito, A. Moustafa, T. Otsuka, and M. Zhang (Eds.). Springer.
[13]
Martin Johansson, Tatsuro Hori, Gabriel Skantze, Anja Höthker, and Joakim Gustafson. 2016. Making Turn-Taking Decisions for an Active Listening Robot for Memory Training. In International Conference on Social Robotics, Vol. 9979. 940--949.
[14]
Alisa Kalegina, Grace Schroeder, Aidan Allchin, Keara Berlin, and Maya Cakmak. 2018. Characterizing the Design Space of Rendered Robot Faces. In Proceedings of the 2018 ACM/IEEE International Conference on Human-Robot Interaction. ACM, Chicago IL USA, 96--104. https://doi.org/10.1145/3171221.3171286
[15]
Mehmet Onur Keskin, Umut Çakan, and Reyhan Aydogan. 2021. Solver Agent: Towards Emotional and Opponent-Aware Agent for Human-Robot Negotiation. In Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems (Virtual Event, United Kingdom) (AAMAS 21). International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 1557--1559.
[16]
Kwan Min Lee, Younbo Jung, Jaywoo Kim, and Sang Ryong Kim. 2006. Are Physically Embodied Social Agents Better Than Disembodied Social Agents?: The Effects of Physical Embodiment, Tactile Interaction, and People's Loneliness in Human-Robot Interaction. International journal of HCS 64, 10 (2006), 962--973.
[17]
Minha Lee, Gale Lucas, and Jonathan Gratch. 2021. Comparing Mind Perception in Strategic Exchanges: Human-Agent Negotiation, Dictator and Ultimatum Games. Journal on Multimodal User Interfaces 15, 1 (2021), 201--214.
[18]
Jamy Li. 2015. The Benefit of Being Physically Present: A Survey of Experimental Works Comparing Copresent Robots, Telepresent Robots and Virtual Agents. International Journal of Human-Computer Studies 77 (2015), 23 -- 37. https://doi.org/10.1016/j.ijhcs.2015.01.001
[19]
Raz Lin and Sarit Kraus. 2010. Can Automated Agents Proficiently Negotiate with Humans? Commun. ACM 53, 1 (jan 2010), 78--88. https://doi.org/10.1145/1629175.1629199
[20]
Tendai Makasi, Alireza Nili, Kevin C. Desouza, and Mary Tate. 2022. A Typology of Chatbots in Public Service Delivery. IEEE Software 39, 3 (May 2022), 58--66. https://doi.org/10.1109/MS.2021.3073674
[21]
Federico Manzi, Davide Massaro, Daniele Di Lernia, Mario A. Maggioni, Giuseppe Riva, and Antonella Marchetti. 2021. Robots Are Not All the Same: Young Adults' Expectations, Attitudes, and Mental Attribution to Two Humanoid Social Robots. Cyberpsychology, Behavior, and Social Networking 24, 5 (2021), 307--314. https://doi.org/10.1089/cyber.2020.0162 arXiv:https://doi.org/10.1089/cyber.2020.0162 33181030.
[22]
Johnathan Mell and Jonathan Gratch. 2016. IAGO: Interactive Arbitration Guide Online (Demonstration). In Adaptive Agents and Multi-Agent Systems (Singapore, Singapore) (AAMAS '16). International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 1510--1512.
[23]
Johnathan Mell, Jonathan Gratch, Tim Baarslag, Reyhan Aydogan, and Catholijn M. Jonker. 2018. Results of the First Annual Human-Agent League of the Automated Negotiating Agents Competition. In 18th International Conference on Intelligent Virtual Agents (Sydney, NSW, Australia). 23--28.
[24]
Johnathan Mell, Jonathan Gratch, and Gale Lucas. 2018. The Effectiveness of Competitive Agent Strategy in Human-Agent Negotiation. In American Psychological Association's Technology, Mind, and Society Conference.
[25]
Elizabeth Phillips, Xuan Zhao, Daniel Ullman, and Bertram F. Malle. 2018. What is Human-like?: Decomposing Robots' Human-like Appearance Using the Anthropomorphic roBOT (ABOT) Database. In 2018 13th ACM/IEEE International Conference on Human-Robot Interaction (HRI). 105--113.
[26]
Pooja Prajod, Mohammed Al Owayyed, Tim Rietveld, Jaap-Jan van der Steeg, and Joost Broekens. 2019. The Effect of Virtual Agent Warmth on Human-Agent Negotiation. In AAMAS (Montreal QC, Canada) (AAMAS '19). 71----76.
[27]
Byron Reeves, Jeff Hancock, and Xun Liu. 2020. Social Robots Are Like Real People: First impressions, Attributes, and Stereotyping of Social Robots. 1, 1 (2020). https://doi.org/10.1037/tmb0000018
[28]
Avi Rosenfeld, Inon Zuckerman, Erel Segal-Halevi, Osnat Drein, and Sarit Kraus. 2016. NegoChat-A: A Chat-Based Negotiation Agent With Bounded Rationality. Autonomous Agents and Multi-Agent Systems 30, 1 (01 Jan 2016), 60--81. https://doi.org/10.1007/s10458-015--9281--9
[29]
Diederik A. Stapel and Willem Koomen. 2005. Competition, Cooperation, and the Effects of Others on Me. Journal of Personality and Social Psychology 88, 6 (2005), 1029--1038. https://doi.org/10.1037/0022--3514.88.6.1029
[30]
Sofia Thunberg, Sam Thellman, and Tom Ziemke. 2017. Don't Judge a Book by its Cover: A Study of the Social Acceptance of NAO vs. Pepper. In Proceedings of the 5th International Conference on Human Agent Interaction. ACM, Bielefeld Germany, 443--446. https://doi.org/10.1145/3125739.3132583
[31]
Wim F. J. van der Ham, Joost Broekens, and Peter H. M. P. Roelofsma. 2014. The Effect of Dominance Manipulation on the Perception and Believability of an Emotional Expression. In Emotion Modeling - Towards Pragmatic Computational Models of Affective Processes, Tibor Bosse, Joost Broekens, João Dias, and Janneke M. van der Zwaan (Eds.). Lecture Notes in Computer Science, Vol. 8750. Springer, 101--114.
[32]
Astrid Marieke Von Der Pütten and Nicole C. Krämer. 2012. A Survey on Robot Appearances. In Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction. ACM, Boston Massachusetts USA, 267--268. https://doi.org/10.1145/2157689.2157787
[33]
Yiheng Zhou, He He, Alan W. Black, and Yulia Tsvetkov. 2019. A Dynamic Strategy Coach for Effective Negotiation. CoRR abs/1909.13426 (2019), 367--378. http://arxiv.org/abs/1909.13426
[34]
Jakub Zlotowski, Hidenobu Sumioka, Shuichi Nishio, Dylan F. Glas, Christoph Bartneck, and Hiroshi Ishiguro. 2016. Appearance of a Robot Affects the Impact of its Behaviour on Perceived Trustworthiness and Empathy. Paladyn, Journal of Behavioral Robotics 7, 1 (2016). https://doi.org/10.1515/pjbr-2016-0005

Recommendations

Comments

Information & Contributors

Information

Published In

cover image ACM Conferences
HRI '24: Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction
March 2024
1408 pages
ISBN:9798400703232
DOI:10.1145/3610978
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 11 March 2024

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. appearance
  2. human-robot negotiation
  3. humanoid robots

Qualifiers

  • Short-paper

Conference

HRI '24
Sponsor:

Acceptance Rates

Overall Acceptance Rate 268 of 1,124 submissions, 24%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • 0
    Total Citations
  • 103
    Total Downloads
  • Downloads (Last 12 months)103
  • Downloads (Last 6 weeks)11
Reflects downloads up to 23 Dec 2024

Other Metrics

Citations

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media