Abstract
In graphics and language, schematisation is an important method to emphasize certain aspects and to deemphasize others. Different disciplines use schematisation for different reasons. In cartography, graphic schematisation is one aspect of map generalisation. In contrast, cognitive science addresses schematisation as a method to intentionally emphasize certain aspects of knowledge beyond technical necessity; therefore, the notion of schematic map is proposed to denote maps that employ schematisation for cognitive representational reasons. This chapter discusses different views of schematisation from cartography, linguistics, and artificial intelligence. Connections to qualitative reasoning in artificial intelligence are drawn. We address human spatial cognition and present examples of task-oriented representations. Finally, multimodality for conveying spatial knowledge and its application in schematic maps are discussed.
This chapter summarizes work done in the project Spatial Structures in Aspect Maps of the German Spatial Cognition Priority Program and the MapSpace project of SFB/TR 8 Spatial Cognition: Reasoning, Action, Interaction. References to literature therefore focus on publications from these projects. For more detailed references, please refer to these publications. Funding by the Deutsche Forschungsgemeinschaft (DFG) is gratefully acknowledged. We want to thank two anonymous reviewers for their thoughtful comments that helped clarify the ideas presented.
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References
Agrawala, M., and Stolte, C. (2001): Rendering effective route maps: Improving usability through generalization. In Computer Graphics — SIGGRAPH 2001 Proceedings, E. Fiume, Ed. ACM Press, 2001, pp. 241–150
Barkowsky, T., and Freksa, C. (1997): Cognitive requirements on making and interpreting maps. In Spatial information theory: A theoretical basis for GIS, S. Hirtle and A. Frank, Eds. Berlin: Springer, 1997, pp. 347–361
Barkowsky, T., Latecki, L.J., and Richter, K.-F. (2000): Schematizing maps: Simplification of geographic shape by discrete curve evolution. In Spatial cognition II —Integrating abstract theories, empirical studies, formal methods and practical applications, C. Freksa, W. Brauer, C. Habel, and K.F. Wender, Eds. Berlin: Springer, 2000, pp. 41–53
Berendt, B., Rauh, R., and Barkowsky, T. (1998): Spatial thinking with geographic maps: An empirical study. In Herausforderungen an die Wissensorganisation: Visualisierung, multimediale Dokumente, Internetstrukturen, H. Czap, P. Ohly, and S. Pribbenow, Eds. Würzburg: ERGON-Verlag, 1998, pp. 63–73
Berendt, B., Barkowsky, T., Freksa, C., and Kelter, S. (1998): Spatial representation with aspect maps. In Spatial cognition: An interdisciplinary approach to representing and processing spatial knowledge, C. Freksa, C. Habel, and K.F. Wender, Eds. Berlin: Springer, 1998, pp. 157–175
Bertin, J. (1974): Graphische Semiologie. Diagramme, Netze, Karten. Berlin: de Gruyter
Brunet, R. (1987): La carte, mde d’emploi. Paris: Fayard-Reclus
Bryant, D.J., Lanca M., and Tversky, B. (1995): Spatial concepts and perception of physical and diagrammed scenes. Perceptual and Motor Skills, vol. 81(2), 1995, pp. 531–546
Chomsky, N. (1986): Knowledge of language: Its nature, origin, and use. New York: Praeger
Dent, B.D. (1996): Cartography. Thematic map design. Boston: Wm. C. Brown Publishers
Freksa, C. (1999): Spatial aspects of task-specific wayfinding maps. A representation-theoretic perspective. In Visual and spatial reasoning in design, J.S. Gero and B. Tversky, Eds. Sydney: Key Centre of Design Computing and Cognition, 1999, pp. 15–32
Freksa, C., Barkowsky, T., and Moratz, R. (2000): Schematic maps for robot navigation. In Spatial cognition II — Integrating abstract theories, empirical studies, formal methods and practical applications, C. Freksa, W. Brauer, C. Habel, and K.F. Wender, Eds. Berlin: Springer, 2000, pp. 100–114
Habel, C. (2003): The representational commitment of maps. In Foundations of Geographic Information Science, M. Goodchild and M. Worboys, Eds. London: Taylor and Francis, 2003
Herskovits, A. (1986): Language and spatial cognition: An interdisciplinary study of the representation of the prepositions in English. Cambridge, UK: Cambridge University Press
Herskovits, A. (1998): Schematization. In Representation and processing of spatial expressions, P. Olivier and K.P. Gapp, Eds. Mahwah, NJ: Lawrence Erlbaum Associates, 1998, pp. 149–162
Hirtle, S.C. (2000): The use of maps, images and “gestures” for navigation. In Spatial cognition II — Integrating abstract theories, empirical studies, formal methods, and practical applications, C. Freksa, W. Brauer, C. Habel, and K.F. Wender, Eds. Berlin: Springer, 2000, pp. 31–40
Hobbs, J.R. (1985): Granularity. In Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, CA, A.K. Joshi, Ed. San Francisco: Morgan Kaufmann, 1985, pp. 432–435
Jackson, P.G. (1998): In search for better route guidance instructions. Ergonomics, vol. 41(7), pp. 1000–1013
Klippel, A. (2003a): Wayfinding choremes. Conzeptualizing wayfinding and route direction elements. Doctoral Dissertation, Universät Bremen
Klippel, A. (2003b): Wayfinding Choremes. In Spatial Information Theory: Foundations of Geographic Information Science. Conference on Spatial Information Theory (COSIT) 2003, W. Kuhn, M.F. Worboys, and S. Timpf, Eds. Berlin: Springer, 2003, pp. 320–334
Klippel, A. and Richter, K.-F. (2004): Chorematic focus maps. In Location based services and telecartography, G. Gartner, Ed. Vienna: Technische Universität Wien, 2004, pp. 39–44
Klippel, A., Tappe, H., and Habel, C. (2003): Pictorial representations of routes: Chunking route segments during comprehension. In Spatial cognition III. Routes and navigation, human memory and learning, spatial representation and spatial learning, C. Freksa, W. Brauer, C. Habel, and K. Wender, Eds. Berlin: Springer, pp. 11–33
Harley, J.B. and Woodward, D. (1987): The history of cartography. Volume 1: Cartography in prehistoric, ancient, and medieval Europe and the Meditarranean. Chicago: University of Chicago Press
Latecki, L.J. and Lakämper, R. (2000): Shape similarity measure based on correspondence of visual parts. IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 22(10), pp. 1185–1190
Lynch, K. (1960): The image of the city. Cambridge, MA: MIT Press
MacEachren, A.M. (1986): A linear view of the world: Strip maps as a unique form of cartographic representation. The American Cartographer, vol. 13(1), pp. 7–25
Mark, D.M. and Egenhofer, M.J. (1995): Naive Geography. In Spatial information theory: A theoretical basis for GIS, A.U. Frank and W. Kuhn, Eds. Berlin: Springer, 1995, pp. 1–15
Montello, D.R. (2002): Cognitive map design research in the twentieth century: Theoretical and empirical approaches. Cartography and Geographic Information Science, vol. 29(3), pp. 283–304
Müller, J.C., Lagrange, J.P., and Weibel, R. (Eds.) (1995): GIS and generalization: Methodology and practice. London: Taylor and Francis
Neisser, U. (1976): Cognition and Reality: Principles and implications of cognitive psychology. San Francisco, CA: W.H. Freeman
Richter, K.-F. and Klippel, A. (2002): You-are-here maps: Wayfinding support as location based service. In GI-Technologien für Verkehr und Logistik. Münsteraner GI Tage, J. Moltgen and A. Wytzik, Eds. Münster: IfGI Prints, 2002, pp. 363–382
Schlieder, C. (1993): Representing visible locations for qualitative navigation. In Qualitative reasoning and decision technologies, N. Piera Carrete and M.G. Singh, Eds. Barcelona: CIMNE, 1993, pp. 523–532
Strube, G. (1992): The role of cognitive science in knowledge engineering. In Contemporary knowledge engineering and cognition, F. Schmalhofer, G. Strube, and T. Wetter, Eds. Berlin: Springer, 1992, pp. 161–174
Talmy, L. (1983): How language structures space. In Spatial orientation: Theory, research, and application, H. Pick and L. Acredolo, Eds. New York: Plenum Press, 1983, pp. 225–282
Tufte, E.R. (1997): Visual explanations. Images and quantities, evidence and naratives. Cheshire, CT: Graphic Press
Tversky, B. (1999): What does drawing reveal about thinking. In Visual and spatial reasoning in design, J. Gero and B. Tversky, Eds. Sidney, Australia: Key Centre of Design Computing and Cognition, University of Sidney, 1999, pp. 93–101
Tversky, B. (2000): What maps reveal about spatial thinking. Developmental Science, vol. 3(3), pp. 281–282
Tversky, B. and Lee, P. (1998): How space structures language. In Spatial cognition. An interdisciplinary approach to representing and processing spatial knowledge, C. Freksa, C. Habel, and K.F. Wender, Eds. Berlin: Springer, 1998, pp. 157–175
Tversky, B. and Lee, P. (1999): Pictorial and verbal tools for conveying routes. In Spatial information theory. Cognitive and computational foundations of geographic information science, C. Freksa and D.M. Mark, Eds. Berlin: Springer, 1999, pp. 51–64
Uttal, D.H. (2000a): Seeing the big picture: Map use and the development of spatial cognition. Developmental Science, vol. 3(3), pp. 247–286
Uttal, D.H. (2000b): Response: Maps and spatial thinking: A two-way street. Developmental Psychology, vol. 3(3), pp. 283–286
Wahlster, W., Baus, J., Kray, C., and Krüger, A. (2001): REAL: Ein ressourcenadaptierendes mobiles Navigationssystem. Informatik Forschung und Entwicklung, vol. 16, pp. 233–241
Worboys, M. and Hornsby, K. (2004): Event-oriented approaches in geographic information science (special issue). Spatial Cognition and Computation, vol. 4(1)
Zipf, A. and Richter, K.-F. (2002): Using FocusMaps to ease map reading — Developing smart applications for mobile devices. KI 4/02 Special Issue Spatial Cognition, vol. 2, pp. 35–37
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Klippel, A., Richter, KF., Barkowsky, T., Freksa, C. (2005). The Cognitive Reality of Schematic Maps. In: Meng, L., Reichenbacher, T., Zipf, A. (eds) Map-based Mobile Services. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-26982-7_5
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DOI: https://doi.org/10.1007/3-540-26982-7_5
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