Abstract
Existing research which is related to spatial knowledge acquisition often shows a limited scope because of the complexity in the cognition process. Research in spatial representation such as space syntax presumes that vision drives movement. This assumption is only true under certain conditions and makes these models valid only in specific scenarios. Research in human spatial cognition field suggests that the spatial information perceived by the individual is not equal to the visual appearance of the space, a straightforward way to represent this cognition process quantitatively is lacking. Research in wayfinding usually assumes a certain degree of familiarity of the environment for the individual, which ignores the fact that the individual sequentially perceives information during wayfinding and the familiarity of the environment changes during the wayfinding process.
In this paper, a conceptual spatial knowledge acquisition model for architectural space is presented based on the continuous spatial cognition framework. Three types of local architectural cues are concluded to relate common architectural elements to the continuous spatial cognition framework. With all relations in the proposed conceptual model quantitatively described, a computational model can be developed to avoid the aforementioned limitations in spatial representation models, human spatial cognition models and wayfinding models. In this way, our computational model can assist architects evaluate whether their designed space can be well perceived and understood by the users. It can help enhance the way-finding efficiency and boost the operational efficiency of many public buildings.
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References
Lynch, K.: The image of the city. MIT press (1960)
Weisman, J.: Evaluating Architectural Legibility Way-Finding in the Built Environment. Environment and Behavior 13, 189–204 (1981)
Passini, R.: Wayfinding in architecture. Van Nostrand Reinhold Nova York (1992)
Peponis, J., Zimring, C., Choi, Y.K.: Finding the building in wayfinding. Environment and Behavior 22, 555–590 (1990)
O’Neill, M.J.: Effects of signage and floor plan configuration on wayfinding accuracy. Environment and Behavior 23, 553–574 (1991)
Werner, S., Schindler, L.E.: The Role of Spatial Reference Frames in Architecture Misalignment Impairs Way-Finding Performance. Environment and Behavior 36, 461–482 (2004)
Hillier, B.: Space is the Machine. Cambridge University Press, Cambridge (1996)
Gibson, J.J.: The ecological approach to visual perception. Lawrence Erlbaum (1986)
Davis, L.S., Benedikt, M.L.: Computational models of space: Isovists and isovist fields. Computer Graphics and Image Processing 11, 49–72 (1979)
Batty, M.: Exploring isovist fields: space and shape in architectural and urban morphology. Environment and Planning B 28, 123–150 (2001)
Turner, A., Doxa, M., O’sullivan, D., Penn, A.: From isovists to visibility graphs: a methodology for the analysis of architectural space. Environ Plann. B 28, 103–121 (2001)
Hillier, B., Hanson, J.: The social logic of space. Cambridge University Press, Cambridge (1984)
Peponis, J., Wineman, J., Rashid, M., Hong Kim, S., Bafna, S.: On the description of shape and spatial configuration inside buildings: convex partitions and their local properties. Environment and Planning B 24, 761–782 (1997)
Siegel, A.W., White, S.H.: The development of spatial representations of large-scale environments. Advances in Child Development and Behavior 10, 9–55 (1975)
Montello, D.R.: A new framework for understanding the acquisition of spatial knowledge in large-scale environments. Spatial and Temporal Reasoning in Geographic Information Systems, 143–154 (1998)
Ben-Yehoshua, D., Yaski, O., Eilam, D.: Spatial behavior: the impact of global and local geometry. Animal Cognition 14, 341–350 (2011)
Wiener, J.M., Hölscher, C., Buechner, S., Konieczny, L.: How the Geometry of Space controls Visual Attention during Spatial Decision Making. In: Proc. Annual Meeting of the Cognitive Science Society (Year)
Hölscher, C., Meilinger, T., Vrachliotis, G., Brösamle, M., Knauff, M.: Up the down staircase: Wayfinding strategies in multi-level buildings. Journal of Environmental Psychology 26, 284–299 (2006)
Wiener, J.M., Büchner, S.J., Hölscher, C.: Taxonomy of human wayfinding tasks: A knowledge-based approach. Spatial Cognition & Computation 9, 152–165 (2009)
Shirabe, T.: Information on the consequence of a move and its use for route improvisation support. Spatial Information Theory, 57–72 (2011)
Frankenstein, J., Brüssow, S., Ruzzoli, F., Hölscher, C.: The language of landmarks: the role of background knowledge in indoor wayfinding. Cognitive Processing, 1–6 (2012)
Haq, S., Zimring, C.: Just Down The Road A Piece The Development of Topological Knowledge of Building Layouts. Environment and Behavior 35, 132–160 (2003)
Sun, C., de Vries, B., Zhao, Q.: Measure the Evacuees Preference on Architectural Cues by CAVE (2008)
Sun, C., de Vries, B.: Automated human choice extraction for evacuation route prediction. Automation in Construction 18, 751–761 (2009)
Chen, Q.: A vision driven wayfinding simulation system based on the architectural features perceived in the office environment (2012)
Ishikawa, T., Montello, D.R.: Spatial knowledge acquisition from direct experience in the environment: Individual differences in the development of metric knowledge and the integration of separately learned places. Cognitive Psychology 52, 93–129 (2006)
Allen, G.L., Kirasic, K.C., Dobson, S.H., Long, R.G., Beck, S.: Predicting environmental learning from spatial abilities: An indirect route. Intelligence 22, 327–355 (1996)
Meneghetti, C., Gyselinck, V., Pazzaglia, F., De Beni, R.: Individual differences in spatial text processing: High spatial ability can compensate for spatial working memory interference. Learning and Individual Differences 19, 577–589 (2009)
Hegarty, M., Richardson, A.E., Montello, D.R., Lovelace, K., Subbiah, I.: Development of a self-report measure of environmental spatial ability. Intelligence 30, 425–447 (2002)
Wen, W., Ishikawa, T., Sato, T.: Working memory in spatial knowledge acquisition: Differences in encoding processes and sense of direction. Applied Cognitive Psychology 25, 654–662 (2010)
Hartley, T., Maguire, E.A., Spiers, H.J., Burgess, N.: The well-worn route and the path less traveled: distinct neural bases of route following and wayfinding in humans. Neuron 37, 877–888 (2003)
Hershberger, R.G.: A study of meaning and architecture. University of Pennsylvania (1969)
Zevi, B., Barry, J.A., Gendel, M.: Architecture as space: how to look at architecture. Da Capo Press (1993)
Heather, M.G., Fernando, S., James, S., Josephine, F.W.: Do landmarks help or hinder women in route learning? Perceptual and Motor Skills 95, 713–718 (2002)
Pazzaglia, F., De Beni, R.: Strategies of processing spatial information in survey and landmark-centred individuals. European Journal of Cognitive Psychology 13, 493–508 (2001)
Raubal, M., Winter, S.: Enriching wayfinding instructions with local landmarks. Geographic Information Science, 243–259 (2002)
Nüchter, A., Surmann, H., Lingemann, K., Hertzberg, J.: Semantic scene analysis of scanned 3D indoor environments. In: Proc of the VMV Conference (Year)
Thrun, S., Burgard, W., Fox, D.: A real-time algorithm for mobile robot mapping with applications to multi-robot and 3D mapping. In: Proceedings of the IEEE International Conference on Robotics and Automation, ICRA 2000, pp. 321–328. IEEE (2000)
Thrun, S.: Robotic mapping: A survey. Exploring Artificial Intelligence in the New Millennium, 1–35 (2002)
Henry, P., Krainin, M., Herbst, E., Ren, X., Fox, D.: RGB-D mapping: Using depth cameras for dense 3D modeling of indoor environments. In: The 12th International Symposium on Experimental Robotics, ISER, pp. 22–25 (Year)
Rock, I.: Orientation and form. Academic Press, New York (1973)
Werner, S., Saade, C., Lüer, G.: Relations between the mental representation of extrapersonal space and spatial behavior. In: Freksa, C., Habel, C., Wender, K.F. (eds.) Spatial Cognition 1998. LNCS (LNAI), vol. 1404, pp. 107–127. Springer, Heidelberg (1998)
Gramann, K.: Embodiment of spatial reference frames and individual differences in reference frame proclivity. Spatial Cognition & Computation (2011)
McNamara, T.P., Rump, B., Werner, S.: Egocentric and geocentric frames of reference in memory of large-scale space. Psychonomic Bulletin & Review 10, 589–595 (2003)
Yeap, W.K., Jefferies, M.E.: On early cognitive mapping. Spatial Cognition and Computation 2, 85–116 (2000)
Klatzky, R.L., Loomis, J.M., Golledge, R.G., Cicinelli, J.G.: Acquisition of route and survey knowledge in the absence of vision. Journal of Motor Behavior (1990)
Loomis, J.M., Klatzky, R.L., Golledge, R.G., Cicinelli, J.G., Pellegrino, J.W., Fry, P.A.: Nonvisual navigation by blind and sighted: assessment of path integration ability. Journal of Experimental Psychology: General 122, 73 (1993)
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Lyu, J., de Vries, B., Sun, C. (2013). Towards a Computational Spatial Knowledge Acquisition Model in Architectural Space. In: Zhang, J., Sun, C. (eds) Global Design and Local Materialization. CAAD Futures 2013. Communications in Computer and Information Science, vol 369. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-38974-0_24
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DOI: https://doi.org/10.1007/978-3-642-38974-0_24
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