skip to main content
10.1145/2696454.2696463acmconferencesArticle/Chapter ViewAbstractPublication PageshriConference Proceedingsconference-collections
research-article

May I help you?: Design of Human-like Polite Approaching Behavior

Authors Info & Claims
Published:02 March 2015Publication History

ABSTRACT

When should service staff initiate interaction with a visitor? Neither simply-proactive (e.g. talk to everyone in a sight) nor passive (e.g. wait until being talked to) strategies are desired. This paper reports our modeling of polite approaching behavior. In a shopping mall, there are service staff members who politely approach visitors who need help. Our analysis revealed that staff members are sensitive to "intentions" of nearby visitors. That is, when a visitor intends to talk to a staff member and starts to approach, the staff member also walks a few steps toward the visitors in advance to being talked. Further, even when not being approached, staff members exhibit "availability" behavior in the case that a visitor's intention seems uncertain. We modeled these behaviors that are adaptive to pedestrians' intentions, occurred prior to initiation of conversation. The model was implemented into a robot and tested in a real shopping mall. The experiment confirmed that the proposed method is less intrusive to pedestrians, and that our robot successfully initiated interaction with pedestrians.

Skip Supplemental Material Section

Supplemental Material

hrifp1355-file3.avi

avi

6.8 MB

References

  1. H.-M. Gross, et al., Shopbot: Progress in Developing an Interactive Mobile Shopping Assistant for Everyday Use, IEEE Int. Conf. on Systems, Man, and Cybernetics (SMC2008), pp. 3471--3478, 2008.Google ScholarGoogle ScholarCross RefCross Ref
  2. R. Kirby, J. Forlizzi and R. Simmons, Affective Social Robots, Robotics and Autonomous Systems, vol. 58, pp. 322332, 2010. Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. S. Satake, et al., How to Approach Humans?: Strategies for Social Robots to Initiate Interaction, ACM/IEEE Int. Conf. on Human-Robot Interaction (HRI2009), pp. 109--116, 2009. Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. E. T. Hall, The Hidden Dimension, Doubleday, 1966.Google ScholarGoogle Scholar
  5. M. L. Walters, et al., The Influence of Subjects' Personality Traits on Personal Spatial Zones in a Human-Robot Interaction Experiment, IEEE Int. W. on Robot and Human Interactive Communication (RO-MAN2005), pp. 347--352, 2005.Google ScholarGoogle Scholar
  6. H. Hüttenrauch, K. S. Eklundh, A. Green and E. A. Topp, Investigating Spatial Relationships in Human-Robot Interactions, IEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS2006), pp. 5052--5059, 2006.Google ScholarGoogle ScholarCross RefCross Ref
  7. D. Feil-Seifer and M. Matarić, Distance-Based Computational Models for Facilitating Robot Interaction with Children, J. of Human-Robot Interaction, vol. 1, pp. 55--77, 2012.Google ScholarGoogle ScholarDigital LibraryDigital Library
  8. E. A. Sisbot, et al., Implementing a Human-Aware Robot System, IEEE Int. Symposium on Robot and Human Interactive Communication (RO-MAN2006), pp. 727--732, 2006.Google ScholarGoogle ScholarCross RefCross Ref
  9. H. Kuzuoka, Y. Suzuki, J. Yamashita and K. Yamazaki, Reconfiguring Spatial Formation Arrangement by Robot Body Orientation, ACM/IEEE Int. Conf. on Human-Robot Interaction (HRI2010), pp. 285--292, 2010. Google ScholarGoogle ScholarDigital LibraryDigital Library
  10. J. Mumm and B. Mutlu, Human-Robot Proxemics: Physical and Psychological Distancing in Human-Robot Interaction, ACM/IEEE Int. Conf. on Human-Robot Interaction (HRI2011), pp. 331--338, 2011. Google ScholarGoogle ScholarDigital LibraryDigital Library
  11. M. P. Michalowski, S. Sabanovic and R. Simmons, A Spatial Model of Engagement for a Social Robot, IEEE Int. Workshop on Advanced Motion Control, pp. 762--767, 2006.Google ScholarGoogle ScholarCross RefCross Ref
  12. K. Yamazaki, et al., Prior-to-Request and Request Behaviors within Elderly Day Care: Implications for Developing Service Robots for Use in Multiparty Settings, European Conf. on Computer Supported Cooperative Work, pp. 61--78, 2007.Google ScholarGoogle Scholar
  13. Y. Kobayashi, et al., A Considerate Care Robot Able to Serve in Multi-Party Settings, IEEE Int. Symposium on Robot and Human Interactive Communication (RO-MAN2011), pp. 27--32, 2011.Google ScholarGoogle Scholar
  14. C. L. Sidner, C. Lee, C. D. Kidd, N. Lesh and C. Rich, Explorations in Engagement for Humans and Robots, Artificial Intelligence, vol. 166, pp. 140--164, 2005. Google ScholarGoogle ScholarDigital LibraryDigital Library
  15. M. A. Yousuf, et al., How to Move Towards Visitors: A Model for Museum Guide Robots to Initiate Conversation, IEEE Int. Symp. on Robot and Human Interactive Communication (RO-MAN2013), pp. 587--592, 2013.Google ScholarGoogle Scholar
  16. K. Dautenhahn, et al., How May I Serve You? A Robot Companion Approaching a Seated Person in a Helping Context, ACM/IEEE Int. Conf. on Human-Robot Interaction (HRI2006), pp. 172--179, 2006. Google ScholarGoogle ScholarDigital LibraryDigital Library
  17. C. Shi, M. Shimada, T. Kanda, H. Ishiguro and N. Hagita, Spatial Formation Model for Initiating Conversation, Robotics: Science and Systems Conference (RSS2011), 2011.Google ScholarGoogle Scholar
  18. J. Kessler, C. Schroeter and H.-M. Gross, Approaching a Person in a Socially Acceptable Manner Using a Fast Marching Planner, in Intelligent Robotics and Applications, Springer, pp. 368--377, 2011. Google ScholarGoogle ScholarDigital LibraryDigital Library
  19. V. Rousseau, et al., Sorry to Interrupt, but May I Have Your Attention? Preliminary Design and Evaluation of Autonomous Engagement in HRI, J. of Human-Robot Interaction, vol. 2, pp. 41--61, 2013.Google ScholarGoogle ScholarDigital LibraryDigital Library
  20. B. Scassellati, Theory of Mind for a Humanoid Robot, Autonomous Robots, vol. 12, pp. 13--24, 2002. Google ScholarGoogle ScholarDigital LibraryDigital Library
  21. C. Breazeal, C. D. Kidd, A. L. Thomaz, G. Hoffman and M. Berlin, Effects of Nonverbal Communication on Efficiency and Robustness in Human-Robot Teamwork, IEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS2005), pp. 383--388, 2005.Google ScholarGoogle ScholarCross RefCross Ref
  22. H. Hüttenrauch and K. S. Eklundh, To Help or Not to Help a Service Robot: Bystander Intervention as a Resource in Human-Robot Collaboration, Interaction Studies, vol. 7, pp. 455--477, 2006.Google ScholarGoogle ScholarCross RefCross Ref
  23. B. Mutlu, T. Shiwa, T. Kanda, H. Ishiguro and N. Hagita, Footing in Human-Robot Conversations: How Robots Might Shape Participant Roles Using Gaze Cues, ACM/IEEE Int. Conf. on Human-Robot Interaction (HRI2009), pp. 61--68, 2009. Google ScholarGoogle ScholarDigital LibraryDigital Library
  24. K. Fischer, L. C. Jensen and L. Boenhagen, To Beep or Not to Beep Is Not the Whole Question, Int. Conf. on Social Robotics, pp. 156--165, 2014.Google ScholarGoogle ScholarCross RefCross Ref
  25. K. Fischer, et al., Initiating Interactions in Order to Get Help: Effects of Social Framing on People's Responses to Robots' Requests for Assistance, IEEE Int. Symp. on Robot and Human Interactive Communication (RO-MAN2014), pp. 999--1005, 2014.Google ScholarGoogle Scholar
  26. L. Takayama, D. Dooley and W. Ju, Expressing Thought: Improving Robot Readability with Animation Principles, ACM/IEEE Int. Conf. on Human-Robot Interaction (HRI2011), pp. 69--76, 2011. Google ScholarGoogle ScholarDigital LibraryDigital Library
  27. R. Kelley, et al., Understanding Human Intentions Via Hidden Markov Models in Autonomous Mobile Robots, ACM/IEEE Int. Conf. on Human-Robot Interaction (HRI2008), pp. 367--374, 2008. Google ScholarGoogle ScholarDigital LibraryDigital Library
  28. D. Brscic, T. Kanda, T. Ikeda and T. Miyashita, Person Tracking in Large Public Spaces Using 3d Range Sensors, IEEE Trans. on Human-Machine Systems, vol. 43, pp. 522 - 534, 2013.Google ScholarGoogle ScholarCross RefCross Ref
  29. C.-C. Chang and C.-J. Lin, Libsvm: A Library for Support Vector Machines, ACM Transactions on Intelligent Systems and Technology (TIST), vol. 2, p. 27, 2011. Google ScholarGoogle ScholarDigital LibraryDigital Library

Index Terms

  1. May I help you?: Design of Human-like Polite Approaching Behavior

          Recommendations

          Comments

          Login options

          Check if you have access through your login credentials or your institution to get full access on this article.

          Sign in
          • Published in

            cover image ACM Conferences
            HRI '15: Proceedings of the Tenth Annual ACM/IEEE International Conference on Human-Robot Interaction
            March 2015
            368 pages
            ISBN:9781450328838
            DOI:10.1145/2696454

            Copyright © 2015 ACM

            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 ACM 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]

            Publisher

            Association for Computing Machinery

            New York, NY, United States

            Publication History

            • Published: 2 March 2015

            Permissions

            Request permissions about this article.

            Request Permissions

            Check for updates

            Qualifiers

            • research-article

            Acceptance Rates

            HRI '15 Paper Acceptance Rate43of169submissions,25%Overall Acceptance Rate242of1,000submissions,24%

          PDF Format

          View or Download as a PDF file.

          PDF

          eReader

          View online with eReader.

          eReader