A Study on Proactive Methods for Initiating Interaction with Human by Social Robots

  • Md. Golam Rashed
  • Yoshinori Kobayashi
Keywords: human-robot interaction, social robots; interests; proactive services; reactive services.

Abstract

This paper reports on the trending literature of Human-Robot Interaction (HRI) methods for proactively initiating interaction with human by social robots in social spaces. The discussion explores the state-of-the-art proactive HRI methods and pinpoints the necessity of dedicated attention to initiate successful proactive interaction by social robots with human. The findings suggest that although reactive HRI methods are well established in social spaces but very few proactive methods are implemented. More research should be paid to introduce social robot’s proactive HRI approach properly in social spaces. The literature further showed that robust human detection and tracking method is crucial to read human’s is interests and intentions from their behaviors before introducing proactive HRI with human in social spaces. Finally, future potential applications of social robots are addressed.

References

[1] M. G. Rashed, “Observing people’s behaviors in public spaces for initiating proactive human-robot interaction by social robots,” Ph.D. dissertation, Sept.2016.
[2] F. Tanaka et al., “Socialization between toddlers and robots at an early childhood education center,”
Proceedings of the National Academy of Sciences, vol. 104, no. 46, pp. 17 954–17 958, 2007.
[3] [3] M. Gyoda, et al., “Mobile care robot accepting requests through nonverbal interaction,” in 17th Korea-Japan Joint Workshop on FCV, Feb 2011, pp. 1–5.
[4] J. F. Engelberger, “Health-care robotics goes commercial: the elpmateexperience,” Robotica, vol. 11, pp. 517–523, 11 1993.
[5] M. Shiomi and otehrs, “Field trial of a networked robot at a train station,” Intr.Jr. of Social Robotics, vol. 3, no. 1, pp. 27–40, 2011.
[6] K. Arras and S. Vestli, “Hybrid, high-precision localisation for the mail distributing mobile robot system mops,” in Robotics and Automation, 1998. Proceedings. 1998 IEEE International Conference on, vol. 4, May 1998, pp. 3129–3134.
[7] M. Rashed, R. Suzuki, T. Kikugawa, A. Lam, Y. Kobayashi, and Y. Kuno, “Network guide robot system proactively initiating interaction with humans based on their local and global behaviors,” ser. LNCS, 2015, vol. 9226, pp. 283–294.
[8] H. Kozima et al., “Interactive robots for communication-care: a casestudy in autism therapy,” in IEEE International Workshop on ROMAN, Aug 2005, pp. 341–346.
[9] M. Begum et al., “Measuring the efficacy of robots in autism therapy: How informative are standard hri metrics’,” in Proceedings of the Tenth Annual ACM/IEEE International Conference on HRI, 2015, pp. 335–342.
[10] I. Leite et al., “Emotional storytelling in the classroom: Individual versus group interaction between children and robots,” in Proceedings of the Tenth Annual ACM/IEEE International Conference on HRI, 2015, pp.75–82.
[11] N. Bergstrom et al., “Modeling of natural human-robot encounters,” in Intelligent Robots and Systems, 2008. IROS 2008. IEEE/RSJ International Conference on, Sept 2008, pp. 2623–2629.
[12] K. Yamazaki et al., Proceedings of the 10th ECSCW, 2007, ch. Priorto-request and request behaviors within elderly day care: Implications for developing service robots for use in multiparty settings, pp. 61–78.
[13] O. C. Schrempf et al., “A novel approach to proactive human-robot cooperation,” in ROMAN 2005. IEEE International Workshop on Robot and Human Interactive Communication, 2005., Aug 2005, pp. 555–560.
[14] N. Kemper, “Effects of proactive behavior and physical interaction with a social robot,” Master’s thesis, Faculty of Natural Sciences, Mathematics and Computing, University of Amsterdam, 2009.
[15] F. Hegel et al., “Understanding social robots,” in Second International Conferences on ACHI, Feb 2009, pp. 169–174.
[16] I. G. Alonso, Ed., International Technology Robotics ApplicationsProceedings of the 2nd INTERA Conference, 2014, vol. 70.
[17] H. A. Yanco and J. Drury, “A taxonomy for human-robot interaction,” in AAAI Technical Report FS-02-03, Oct 2002.
[18] Y. Kato et al., “May i help you?: Design of human-like polite approaching behavior,” in Proceedings of the Tenth Annual ACM/IEEE International Conference on HRI, 2015, pp. 35–42.
[19] S. Satake and Others, “How to approach humans?-strategies for social robots to initiate interaction,” in 4th ACM/IEEE International Conference on HRI, March 2009, pp. 109–116.
[20] W. Burgard et al., “The Interactive Museum Tour-Guide Robot,” in Proc. of the Fifteenth National Conference on AAAI, 1998.
[21] T. Kanda et al., “An affective guide robot in a shopping mall,” in Proceedings of the 4th ACM/IEEE International Conference on HRI, ser. HRI ’09, 2009, pp. 173–180.
[22] S. Thrun and Others, “Minerva: a second-generation museum tour-guide robot,” in Robotics and Automation, 1999. Proceedings. 1999 IEEE International Conference on, vol. 3, 1999, pp. 1999–2005.
[23] Y. Koide and Others, “An approach to integrating an interactive guide robot with ubiquitous sensors,” in ProceedingsIEEE/RSJ International Conference on IROS, vol. 3, Sept 2004, pp. 2500–2505 .
[24] M. Shiomi et al., “Interactive humanoid robots for a science museum,” Intelligent Systems, IEEE, vol. 22, no. 2, pp. 25–32, March 2007.
[25] R. Kelley and Others, “Understanding human intentions via hidden markov models in autonomous mobile robots,” in 3rd ACM/IEEE International Conference on HRI, March 2008, pp. 367–374.
[26] T. Kanda, D. Glas, M. Shiomi, and N. Hagita, “Abstracting people’s trajectories for social robots to proactively approach customers,” IEEE Transactions on Robotics, vol. 25, no. 6, pp. 1382–1396, Dec 2009.
[27] M. Shiomi and Others, “Field trial of networked social robots in a shopping mall,” in 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, Oct 2009, pp. 2846–2853.
[28] ——, “A larger audience, please!: Encouraging people to listen to a guide robot,” in Proceedings of the 5th ACM/IEEE International Conference on HRI, 2010, pp. 31–38.
[29] D. F. Glas et al., “The network robot system: Enabling social humanrobot interaction in public spaces,” Journal of HRI, vol. 1, no. 2, pp. 5–32, 2012.
[30] A. Garrell et al., “Proactive behavior of an autonomous mobile robot for human-assisted learning,” in ROMAN, Aug 2013, pp. 107–113.
[31] D. Brscic´ et al., “Escaping from children’s abuse of social robots,” in Proceedings of the Tenth Annual ACM/IEEE International Conference on HRI, ser. HRI ’15,
32] D. Das et al., “Supporting human-robot interaction based on the level of visual focus of attention,” IEEE THMS, vol. 45, no. 6, pp. 664–675, Dec 2015.
[33] M. G. Rashed and Others, “A vision based guide robot system: Initiating proactive social human robot interaction in museum scenarios,” in ICCIE, Nov 2015, pp. 5–8.
[34] ..., “Robovie-r3, available: http://www.robotshop.com/blog/en/robovier3-479,” 2010.
[35] ——, “Naoko x robot, available: http://www.naoko-robot.net,” 2013.
[36] T. Kanda, D. F. Glas, M. Shiomi, H. Ishiguro, and N. Hagita, “Who will be the customer?: A social robot that anticipates people’s behavior from their trajectories,” in Proceedings of the 10th UbiComp, 2008, pp. 380–389.
[37] M. Rashed et al., “Robustly tracking people with lidars in a crowded museum for behavioral analysis,” in IEICE Transaction on Fundamentals of Electronics, Communications and Computer Sciences , vol. E100-A(11):2458-2469, 2017.
[38] E. Yong, “What are you looking at? people follow each other’s gazes, but without a tipping point, available: http://blogs.discovermagazine.com/notrocketscience/2012/04/23/whatare-you-looking-at-people-follow-each-others-gazes-but-without-atipping-point/.v611n9j95ph,” 2012.
[39] T. Kanda, T. Hirano, D. Eaton, and H. Ishiguro, “Interactive robots as social partners and peer tutors for children: A field trial,” Hum.-Comput. Interact., vol. 19, no. 1, pp. 61–84, 6 2004.
[40] Y. Kobayashi, Y. Hoshi, G. Hoshino, T. Kasuya, M. Fueki, and Y. Kuno, “Museum guide robot with three communication modes,” in 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sept 2008, pp. 3224–3229.
[41] H. Jeonghye, J. Miheon, J. Vicki, and H. J. Jun, “Comparative study on the educational use of home robots for children,” Journal of Information Processing Systems, vol. 4, no. 4, pp. 159–168, 2008.
Published
2018-11-02
How to Cite
Rashed, M. G., & Kobayashi, Y. (2018, November 2). A Study on Proactive Methods for Initiating Interaction with Human by Social Robots. ASIAN JOURNAL FOR CONVERGENCE IN TECHNOLOGY (AJCT ) -UGC LISTED, 4(II). Retrieved from http://asianssr.org/index.php/ajct/article/view/544