Abstract
In this paper we report on the implementation and evaluation of an interactive model of verbal route instruction interpretation. Unlike in previous works, this approach takes a generalised plan construction view of the interpretation process which sees the elements of verbal route instructions as context enhanced specifications of physical action which move an agent through a mental or physical search space. We view such an approach as essential for effective dialogic wayfinding assistance. The model has been developed within a modular framework of spatial language production and analysis which we have developed to explore different reasoning and representation facilities in the spatial language cognition process. We describe the developed cognitive spatial model, the interpretation of individual actions based on explicit linguistic and extra-linguistic spatial context, and the interactive plan construction process which builds these individual processes into a route interpretation mechanism. Finally, we report on a recent evaluation study that was conducted with an initial implementation of the described models.
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Levinson, S.C.: Space in language and cognition: explorations in cognitive diversity. Cambridge University Press, Cambridge (2003)
Bateman, J., Hois, J., Ross, R., Tenbrink, T., Farrar, S.: The Generalized Upper Model 3.0: Documentation. SFB/TR8 internal report, Collaborative Research Center for Spatial Cognition, University of Bremen, Germany (2008)
Krieg-Brückner, B., Frese, U., Lüttich, K., Mandel, C., Mossakowski, T., Ross, R.J.: Specification of route graphs via an ontology. In: Proceedings of Spatial Cognition 2004, Chiemsee, Germany (2004)
Kuipers, B.: The spatial semantic hierarchy. Artificial Intelligence 19, 191–233 (2000)
Cohn, A., Hazarika, S.: Qualitative spatial representation and reasoning: an overview. Fundamenta Informaticae 43, 2–32 (2001)
Pickering, M.J., Garrod, S.: Towards a mechanistic psychology of dialogue. Behavioural and Brain Sciences 27(2), 169–190 (2004)
Denis, M.: The Description of Routes: A Cognitive Approach to the Production of Spatial Discourse. Cahiers de Psychologie Cognitive 16, 409–458 (1997)
Denis, M., et al.: Spatial discourse and navigation: An analysis of route directions in the city of venice. Applied Cognitive Psychology 13, 145–174 (1999)
Prévot, L.: Topic structure in route explanation dialogues. In: Proceedings of the workshop ”Information structure, Discourse structure and discourse semantics” of the 13th European Summer School in Logic, Language and Information (2001)
Werner, S., Krieg-Brückner, B.: Modelling navigational knowledge by route graphs. In: Freksa, C., Habel, C., Wender, K. (eds.) Spatial Cognition 2000. LNCS (LNAI), vol. 1849, pp. 295–317. Springer, Heidelberg (2000), http://www.springer.de
Shi, H., Tenbrink, T.: Telling Rolland where to go: HRI dialogues on route navigation. In: WoSLaD Workshop on Spatial Language and Dialogue, 2005, October 23-25 (2005)
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. 157–176. Springer, Heidelberg (1998)
Bateman, J., Borgo, S., Luttich, K., Masolo, C., Mossakowski, T.: Ontological modularity and spatial diversity. Spatial Cognition & Computation 7(1) (2007)
Krieg-Brückner, B., Shi, H.: Orientation calculi and route graphs: Towards semantic representations for route descriptions. In: Proc. International Conference GIScience 2006, Münster, Germany (2006)
Lauria, S., Kyriacou, T., Bugmann, G., Bos, J., Klein, E.: Converting natural language route instructions into robot executable procedures. In: Proceedings of the 2002 IEEE Int. Workshop on Robot and Human Interactive Communication, Berlin, Germany, pp. 223–228 (2002)
Mandel, C., Frese, U., Röfer, T.: Robot navigation based on the mapping of coarse qualitative route descriptions to route graphs. In: Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2006) (2006)
Shi, H., Mandel, C., Ross, R.J.: Interpreting route instructions as qualitative spatial actions. In: Spatial Cognition V. LNCS (LNAI), vol. 14197, Springer, Heidelberg (2007), http://www.springeronline.com
Richter, K.F., Klippel, A.: A model for context-specific route directions. In: Proceedings of Spatial Cognition 2004 (2004)
Eschenbach, C.: Geometric structures of frames of reference and natural language semantics. Spatial Cognition and Computation 1(4), 329–348 (1999)
Bateman, J., Farrar, S.: Modelling models of robot navigation using formal spatial ontology. In: Proceedings of Spatial Cognition 2004 (2004)
Larsson, S.: Issue-Based Dialogue Management. Ph.d. dissertation, Department of Linguistics, Göteborg University, Göteborg (2002)
Steedman, M.J.: The syntactic process. MIT Press, Cambridge (2000)
Ross, R.J., Shi, H., Vierhuf, T., Krieg-Bruckner, B., Bateman, J.: Towards Dialogue Based Shared Control of Navigating Robots. In: Proceedings of Spatial Cognition 2004, Germany. Springer, Heidelberg (2004)
Goschler, J., Andonova, E., Ross, R.J.: Perspective use and perspective shift in spatial dialogue. In: Proceedings of Spatial Cognition 2008 (2008)
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Ross, R.J. (2008). Tiered Models of Spatial Language Interpretation. In: Freksa, C., Newcombe, N.S., Gärdenfors, P., Wölfl, S. (eds) Spatial Cognition VI. Learning, Reasoning, and Talking about Space. Spatial Cognition 2008. Lecture Notes in Computer Science(), vol 5248. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-87601-4_18
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DOI: https://doi.org/10.1007/978-3-540-87601-4_18
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-87600-7
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