Abstract
This paper presents our work on using qualitative spatial knowledge to resolve conceptual mode confusion occurring frequently during the communication process between human operators and mobile robots. In order to bridge the gap between human’s mental representation about space and that of a mobile robot, a qualitative spatial beliefs model is applied. Then with a computational framework based on qualitative spatial reasoning offered by this model, a set of high level strategies are developed and used to support the interpretation of natural language route instructions to mobile robots for navigation tasks.
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References
Sarter, N., Woods, D.: How in The World Did We Ever Get into That Mode? Mode error and Awareness in Supervisory Control. Human Factors 37, 5–19 (1995)
Bredereke, J., Lankenau, A.: A Rigorous View of Mode Confusion. In: Anderson, S., Bologna, S., Felici, M. (eds.) SAFECOMP 2002. LNCS, vol. 2434, pp. 19–31. Springer, Heidelberg (2002)
LĂĽttgen, G., Carreno, V.: Analyzing Mode Confusion Via Model Checking. Technical Report, Institute for Computer Applications in Science and Engineering, ICASE (1999)
Heymann, M., Degani, A.: Constructing Human-Automation Interfaces: A Formal Approach. In: Proceedings HCI-Aero 2002, Cambridge, MA, pp. 119–125 (2002)
Augusto, J.C., McCullagh, P.: Ambient intelligence: Concepts and Applications. Computer Science and Information Systems 4(1), 228–250 (2007)
Montoro, G., Haya, P.A., Alamán, X.: A Dynamic Spoken Dialogue Interface for Ambient Intelligence Interaction. International Journal of Ambient Computing and Intelligence 2(1), 24–51 (2010)
Bugmann, G., Klein, E., Lauria, S., Kyriacou, T.: Corpus-Based Robotics: A Route Instruction Example. In: Proceedings of the 8th International Conference on Intelligent Autonomous Systems (IAS-8), Amsterdam, Netherlands, pp. 96–103 (2004)
Shi, H., Tenbrink, T.: Telling Rolland Where to Go: HRI Dialogues on Route Navigation. In: Conventry, K., Tenbrink, T., Bateman, J. (eds.) Spatial Language and Dialogue, pp. 177–190. Cambridge University Press (2009)
Lauria, S., Kyriacou, S., Bugmann, G., Bos, J., Klein, E.: Converting Natural Language Route Instructions into Robot Executable Procedures. In: Proceedings of the 2002 IEEE International Workshop on Human and Robot Interactive Communication, pp. 223–228 (2002)
Zender, H., Mozos, O.M., Jensfelt, P., Kruijff, G.-J.M., Burgard, W.: Conceptual Spatial Representations for Indoor Mobile Robots. International Journal of Robotics and Autonomous Systems 56(6), 493–502 (2008)
Denis, M., Loomis, J.M.: Perspectives on Human Spatial Cognition: Memory, Navigation, and Environmental learning. Psychological Research 71(3), 235–239 (2007)
Tversky, B., Kim, J.: Mental Models of Spatial Relations and Transformations from Language. In: Habel, C., Rickheit, G. (eds.) Mental Models in Discourse Processing and Reasoning, pp. 239–258 (1999)
Tversky, B.: Structures of Mental Spaces: How People Think About Space. In: Environment & Behavior, pp. 66–80 (2003)
Michon, P.-E., Denis, M.: When and Why Are Visual Landmarks Used in Giving Directions. In: Montello, D.R. (ed.) COSIT 2001. LNCS, vol. 2205, pp. 292–305. Springer, Heidelberg (2001)
Skubic, M.: Qualitative Spatial Referencing for Natural Human-Robot Interfaces. In: Interactions, vol. 12(2), pp. 27–30. ACM, New York (2005)
Wallgrün, J.O., Wolter, D., Richter, K.-F.: Qualitative Matching of Spatial Information. In: Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS 2010), pp. 300–309. ACM, New York (2010)
Kurata, Y.: 9+-Intersection Calculi for Spatial Reasoning on the Topological Relations between Heterogeneous Objects. In: Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS 2010), pp. 390–393. ACM, New York (2010)
Liu, W., Wang, S., Li, S., Liu, D.: Solving Qualitative Constraints Involving Landmarks. In: Lee, J. (ed.) CP 2011. LNCS, vol. 6876, pp. 523–537. Springer, Heidelberg (2011)
Shi, H., Jian, C., Krieg-Brückner, B.: Qualitative Spatial Modelling of Human Route Instructions to Mobile Robots. In: Proceedings of the 2010 Third International Conference on Advances in Computer-Human Interactions (ACHI 2010), pp. 1–6. IEEE Computer Society, Washington, DC (2010)
Jian, C., Zhekova, D., Shi, H., Bateman, J.: Deep Reasoning in Clarification Dialogues with Mobile Robots. In: Coelho, H., Studer, R., Wooldridge, M. (eds.) Proceedings of the 2010 conference on 19th European Conference on Artificial Intelligence (ECAI), pp. 177–182. IOS Press, Amsterdam (2010)
Werner, S., Krieg-Brückner, B., Herrmann, T.: Modelling Navigational Knowledge by Route Graphs. In: Freksa, C., Brauer, W., Habel, C., Wender, K.F. (eds.) Spatial Cognition II. LNCS (LNAI), vol. 1849, pp. 295–316. Springer, Heidelberg (2000)
Krieg-Brückner, B., Frese, U., Lüttich, K., Mandel, C., Mossakowski, T., Ross, R.J.: Specification of an Ontology for Route Graphs. In: Freksa, C., Knauff, M., Krieg-Brückner, B., Nebel, B., Barkowsky, T. (eds.) Spatial Cognition IV. LNCS (LNAI), vol. 3343, pp. 390–412. Springer, Heidelberg (2005)
Freksa, C.: Using Orientation Information for Qualitative Spatial Reasoning. In: Frank, A.U., Formentini, U., Campari, I. (eds.) GIS 1992. LNCS, vol. 639, pp. 162–178. Springer, Heidelberg (1992)
Denis, M.: The Description of Routes: A Cognitive Approach to the Production of Spatial Discourse. Cahiers de Psychologie Cognitive 16, 409–458 (1997)
Tversky, B., Lee, P.U.: How Space Structures Language. In: Freksa, C., Habel, C., Wender, K.F. (eds.) Spatial Cognition 1998. LNCS (LNAI), vol. 1404, pp. 157–175. Springer, Heidelberg (1998)
Wallgrün, J.O., Frommberger, L., Wolter, D., Dylla, F., Freksa, C.: Qualitative Spatial Representation and Reasoning in the SparQ-Toolbox. In: Barkowsky, T., Knauff, M., Ligozat, G., Montello, D.R. (eds.) Spatial Cognition 2007. LNCS (LNAI), vol. 4387, pp. 39–58. Springer, Heidelberg (2007)
Montello, D.R.: Spatial Orientation and the Angularity of Urban Routes — A Field Study. Environment and Behavior 23(1), 47–69 (1991)
Reason, J.: Human Error. Cambridge University Press (1990)
Shi, H., Krieg-Brückner, B.: Modelling Route Instructions for Robust Human-Robot Interaction on Navigation Tasks. International Journal of Software and Informatics 2(1), 33–60 (2008)
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Jian, C., Shi, H. (2013). Resolving Conceptual Mode Confusion with Qualitative Spatial Knowledge in Human-Robot Interaction. In: Tenbrink, T., Stell, J., Galton, A., Wood, Z. (eds) Spatial Information Theory. COSIT 2013. Lecture Notes in Computer Science, vol 8116. Springer, Cham. https://doi.org/10.1007/978-3-319-01790-7_6
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DOI: https://doi.org/10.1007/978-3-319-01790-7_6
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