Abstract
Wayfinding models can be helpful in describing, understanding, and technologically supporting the processes involved in navigation. However, current models either lack a high degree of formalization, or they are not holistic and perceptually grounded, which impedes their use for cognitive engineering. In this paper, we propose a novel formalism that covers the core wayfinding processes, yet is modular in nature by allowing for open slots for those spatial cognitive processes that are modifiable, or not yet well understood. Our model is based on a formal grammar grounded in spatial reference systems and is both interpretable in terms of observable behavior and executable to allow for empirical testing as well as the simulation of wayfinding.
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Notes
- 1.
These include: cognitive reference frames, mental survey representations as well as geographic reference systems (cf. [36]).
- 2.
Note that we use this term in an intermodal sense, i.e., not restricted to vision and thus integrating different modalities of perception.
- 3.
Note that survey simulation was deactivated with rule (8) by \(f_{\textit{Instr}}\) in Table 2.
- 4.
In principle, route knowledge may also be removed (forgotten) or overwritten by new experience or simulations.
- 5.
A complex sign can add more than one edge to \(Acc\).
References
Anderson, J.R., Matessa, M., Lebiere, C.: ACT-R: a theory of higher level cognition and its relation to visual attention. Hum.-Comput. Interact. 12(4), 439–462 (1997)
Arthur, P., Passini, R.: How the wayfinding process works. In: Wayfinding: People, Signs, and Architecture, pp. 26–39. McGraw-Hill, New York (1992)
Downs, R.M., Stea, D.: The world in the head. In: Maps in Minds: Reflections on Cognitive Mapping, chap. 4, pp. 125–135. Harper & Row Series in Geography, Harper & Row (1977)
Earley, J.: An efficient context-free parsing algorithm. Commun. ACM 13, 94–102 (1970)
Frank, A.U.: Formal models for cognition - taxonomy of spatial location description and frames of reference. In: Freksa, C., Habel, C., Wender, K.F. (eds.) Spatial Cognition 1998. LNCS (LNAI), vol. 1404, pp. 293–312. Springer, Heidelberg (1998)
Giannopoulos, I., Kiefer, P., Raubal, M., Richter, K.-F., Thrash, T.: Wayfinding decision situations: a conceptual model and evaluation. In: Duckham, M., Pebesma, E., Stewart, K., Frank, A.U. (eds.) GIScience 2014. LNCS, vol. 8728, pp. 221–234. Springer, Heidelberg (2014)
Golledge, R.G.: Place recognition and wayfinding: making sense of space. Geoforum 23, 199–214 (1992)
Golledge, R.G.: Human wayfinding and cognitive maps. In: Wayfinding Behavior: Cognitive Mapping and Other Spatial Processes, chap. 1, pp. 5–45. The Johns Hopkins University Press (1999)
Gopal, S., Klatzky, R.L., Smith, T.R.: Navigator: a psychologically based model of environmental learning through navigation. J. Environ. Psychol. 9(4), 309–331 (1989)
Hahn, J., Weiser, P.: A quantum formalization for communication coordination problems. In: Atmanspacher, H., Bergomi, C., Filk, T., Kitto, K. (eds.) QI 2014. LNCS, vol. 8951, pp. 177–188. Springer, Heidelberg (2015)
Haken, H., Portugali, J.: Synergetics, inter-representation networks and cognitive maps. In: The Construction of Cognitive Maps, pp. 45–67. Springer (1996)
Hutchins, E.: Distributed cognition. In: International Encyclopedia of the Social and Behavioral Sciences. Elsevier Science (2000)
Hutchins, E.L.: Cognition in the Wild, 2nd edn. MIT press, Cambridge (1996)
Kesner, R.P., Creem-Regehr, S.H.: Parietal contributions to spatial cognition. In: Handbook of Spatial Cognition, pp. 35–63. American Psychological Association (2013)
Kiefer, P.: Spatially constrained grammars for mobile intention recognition. In: Freksa, C., Newcombe, N.S., Gärdenfors, P., Wölfl, S. (eds.) Spatial Cognition VI. LNCS (LNAI), vol. 5248, pp. 361–377. Springer, Heidelberg (2008)
Kiefer, P.: Mobile Intention Recognition. Springer, New York (2011)
Kiefer, P., Giannopoulos, I.: Gaze map matching: mapping eye tracking data to geographic vector features. In: Proceedings of the 20th SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp. 359–368. ACM, New York (2012)
Kiefer, P., Giannopoulos, I., Raubal, M.: Using eye movements to recognize activities on cartographic maps. In: Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp. 498–501. ACM, New York (2013)
Kiefer, P., Giannopoulos, I., Raubal, M.: Where am I? investigating map matching during self-localization with mobile eye tracking in an urban environment. Trans. GIS 18(5), 660–686 (2014)
Kitchin, R.M.: Cognitive maps: what are they and why study them? J. Environ. Psychol. 14(1), 1–19 (1994)
Klippel, A., Tappe, H., Kulik, L., Lee, P.U.: Wayfinding choremes - a language for modeling conceptual route knowledge. J. Vis. Lang. Comput. 16(4), 311–329 (2005)
Knuth, D.E.: Semantics of context-free languages. Math. Syst. Theor. 2, 127–145 (1968)
Kuhn, W.: Semantic reference systems. Int. J. Geogr. Inf. Sci. 17(5), 405–409 (2003)
Kuipers, B.: Modeling spatial knowledge. Cogn. Sci. 2(2), 129–153 (1978)
Leiser, D., Zilbershatz, A.: The traveller: a computational model of spatial network learning. Environ. Behav. 21(4), 435–463 (1989)
Levinson, S.C.: Space in Language and Cognition: Explorations in Cognitive Diversity, vol. 5. Cambridge University Press, Cambridge (2003)
Logan, G.D., Sadler, D.D.: A computational analysis of the apprehension of spatial relations. In: Language and Space. Language, Speech, and Communication, pp. 493–529. MIT Press (1996)
Lohmann, K., Eschenbach, C., Habel, C.: Linking spatial haptic perception to linguistic representations: assisting utterances for tactile-map explorations. In: Egenhofer, M., Giudice, N., Moratz, R., Worboys, M. (eds.) COSIT 2011. LNCS, vol. 6899, pp. 328–349. Springer, Heidelberg (2011)
Loomis, J.M., Klatzky, R.L., Giudice, N.A.: Representing 3D space in working memory: spatial images from vision, hearing, touch, and language. In: Multisensory Imagery, pp. 131–155. Springer (2013)
MacEachren, A.M.: How Maps Work: Representation, Visualization, and Design. Guilford Press, New York (1995)
McNamara, T.P.: Spatial memory: properties and organization. In: Handbook of Spatial Cognition, pp. 173–190. American Psychological Association (2013)
Montello, D.R.: Navigation. In: Cambridge Handbook of Visuospatial Thinking, pp. 257–294. Cambridge University Press (2005)
Montello, D.R.: Scale and multiple psychologies of space. In: Campari, I., Frank, A.U. (eds.) COSIT 1993. LNCS, vol. 716, pp. 312–321. Springer, Heidelberg (1993)
Passini, R.: Wayfinding: a conceptual framework. Urban Ecol. 5(1), 17–31 (1981)
Raubal, M., Worboys, M.F.: A formal model of the process of wayfinding in built environments. In: Freksa, C., Mark, D.M. (eds.) COSIT 1999. LNCS, vol. 1661, pp. 381–399. Springer, Heidelberg (1999)
Richter, K.F., Winter, S.: Landmarks. Springer, Switzerland (2014)
Scheider, S.: Grounding Geographic Information in Perceptual Operations. Frontiers in Artifical Intelligence and Applications, vol. 244. IOS Press, Amsterdam (2012)
Schlieder, C.: Representing the meaning of spatial behavior by spatially grounded intentional systems. In: Rodríguez, M.A., Cruz, I., Levashkin, S., Egenhofer, M. (eds.) GeoS 2005. LNCS, vol. 3799, pp. 30–44. Springer, Heidelberg (2005)
Shelton, A.L., McNamara, T.P.: Systems of spatial reference in human memory. Cogn. Psychol. 43(4), 274–310 (2001)
Simmering, V.R., Schutte, A.R., Spencer, J.P.: Generalizing the dynamic field theory of spatial cognition across real and developmental time scales. Brain Res. 1202, 68–86 (2008)
Smith, T.R., Pellegrino, J.W., Golledge, R.G.: Computational process modeling of spatial cognition and behavior. Geogr. Anal. 14(4), 305–325 (1982)
Tversky, B.: Cognitive maps, cognitive collages, and spatial mental models. In: Campari, I., Frank, A.U. (eds.) COSIT 1993. LNCS, vol. 716, pp. 14–24. Springer, Heidelberg (1993)
Weiser, P.: A Pragmatic Communication Model for Way-finding Instructions. Ph.D. thesis, Vienna University of Technology. Department of Geodesy and Geoinformation. Research Group Geoinformation (2014)
Weiser, P., Frank, A.U.: Cognitive transactions – a communication model. In: Tenbrink, T., Stell, J., Galton, A., Wood, Z. (eds.) COSIT 2013. LNCS, vol. 8116, pp. 129–148. Springer, Heidelberg (2013)
Wiener, J.M., Büchner, S.J., Hölscher, C.: Taxonomy of human wayfinding tasks: a knowledge-based approach. Spat. Cogn. Comput. 9(2), 152–165 (2009)
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Kiefer, P., Scheider, S., Giannopoulos, I., Weiser, P. (2015). A Wayfinding Grammar Based on Reference System Transformations. In: Fabrikant, S., Raubal, M., Bertolotto, M., Davies, C., Freundschuh, S., Bell, S. (eds) Spatial Information Theory. COSIT 2015. Lecture Notes in Computer Science(), vol 9368. Springer, Cham. https://doi.org/10.1007/978-3-319-23374-1_21
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