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Erschienen in: Cognitive Processing 1/2012

01.08.2012 | Short Report

Formally grounding spatio-temporal thinking

verfasst von: Alexander Klippel, Jan Oliver Wallgrün, Jinlong Yang, Rui Li, Frank Dylla

Erschienen in: Cognitive Processing | Sonderheft 1/2012

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Abstract

To navigate through daily life, humans use their ability to conceptualize spatio-temporal information, which ultimately leads to a system of categories. Likewise, the spatial sciences rely heavily on conceptualization and categorization as means to create knowledge when they process spatio-temporal data. In the spatial sciences and in related branches of artificial intelligence, an approach has been developed for processing spatio-temporal data on the level of coarse categories: qualitative spatio-temporal representation and reasoning (QSTR). Calculi developed in QSTR allow for the meaningful processing of and reasoning with spatio-temporal information. While qualitative calculi are widely acknowledged in the cognitive sciences, there is little behavioral assessment whether these calculi are indeed cognitively adequate. This is an astonishing conundrum given that these calculi are ubiquitous, are often intended to improve processes at the human–machine interface, and are on several occasions claimed to be cognitively adequate. We have systematically evaluated several approaches to formally characterize spatial relations from a cognitive-behavioral perspective for both static and dynamically changing spatial relations. This contribution will detail our framework, which is addressing the question how formal characterization of space can help us understand how people think with, in, and about space.

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Fußnoten
Literatur
Zurück zum Zitat Camara K, Jungert E (2007) A visual query language for dynamic processes applied to a scenario driven environment. J Vis Lang Comput 18:315–338CrossRef Camara K, Jungert E (2007) A visual query language for dynamic processes applied to a scenario driven environment. J Vis Lang Comput 18:315–338CrossRef
Zurück zum Zitat Cohn AG, Renz J (2008) Qualitative spatial representation and reasoning. In: van Harmelen F, Lifschitz V, Porter B (eds.), Foundations of artificial intelligence. Handbook of knowledge representation (1st ed), Amsterdam, Elsevier, pp 551–596 Cohn AG, Renz J (2008) Qualitative spatial representation and reasoning. In: van Harmelen F, Lifschitz V, Porter B (eds.), Foundations of artificial intelligence. Handbook of knowledge representation (1st ed), Amsterdam, Elsevier, pp 551–596
Zurück zum Zitat Egenhofer MJ, Franzosa RD (1991) Point-set topological spatial relations. Int J Geogr Inf Syst 5(2):161–174CrossRef Egenhofer MJ, Franzosa RD (1991) Point-set topological spatial relations. Int J Geogr Inf Syst 5(2):161–174CrossRef
Zurück zum Zitat Egenhofer MJ, Mark DM (1995) Modeling conceptual neighborhoods of topological relations. Int J Geogr Inf Syst 9(5):555–565CrossRef Egenhofer MJ, Mark DM (1995) Modeling conceptual neighborhoods of topological relations. Int J Geogr Inf Syst 9(5):555–565CrossRef
Zurück zum Zitat Freksa C (1991) Conceptual neighborhood and its role in temporal and spatial reasoning. In: Singh MG, Trav′e-Massuy`es L (eds), Proceedings of the IMACS Workshop on Decision Support Systems and Qualitative Reasoning, North-Holland, Amsterdam, Elsevier, pp 181–187 Freksa C (1991) Conceptual neighborhood and its role in temporal and spatial reasoning. In: Singh MG, Trav′e-Massuy`es L (eds), Proceedings of the IMACS Workshop on Decision Support Systems and Qualitative Reasoning, North-Holland, Amsterdam, Elsevier, pp 181–187
Zurück zum Zitat Galton A (2000) Qualitative spatial change. Spatial information systems. Oxford University Press, Oxford Galton A (2000) Qualitative spatial change. Spatial information systems. Oxford University Press, Oxford
Zurück zum Zitat Gibson J (1979) The ecological approach to visual perception. Houghton Mifflin, Boston, MA Gibson J (1979) The ecological approach to visual perception. Houghton Mifflin, Boston, MA
Zurück zum Zitat Knauff M, Rauh R, Renz J (1997) A cognitive assessment of topological spatial relations: Results from an empirical investigation. In: Hirtle SC, Frank AU (eds) Spatial information theory: a theoretical basis for GIS. Springer, Berlin, pp 193–206CrossRef Knauff M, Rauh R, Renz J (1997) A cognitive assessment of topological spatial relations: Results from an empirical investigation. In: Hirtle SC, Frank AU (eds) Spatial information theory: a theoretical basis for GIS. Springer, Berlin, pp 193–206CrossRef
Zurück zum Zitat Klippel A (in print) Spatial information theory meets spatial thinking—is topology the Rosetta Stone of spatio-temporal cognition? Annals of the Association of American Geographers, (67 manuscript pages) Klippel A (in print) Spatial information theory meets spatial thinking—is topology the Rosetta Stone of spatio-temporal cognition? Annals of the Association of American Geographers, (67 manuscript pages)
Zurück zum Zitat Kordjamshidi P, Otterlo M von, Moens M-F (2010) From language towards formal spatial calculi. In: Ross RJ, Hois J, Kelleher J (eds), Computational models of spatial language interpretation (CoSLI) Workshop at Spatial Cognition 2010, Mt. Hood, Oregon, 17–24. CEUR Workshop Proceedings Kordjamshidi P, Otterlo M von, Moens M-F (2010) From language towards formal spatial calculi. In: Ross RJ, Hois J, Kelleher J (eds), Computational models of spatial language interpretation (CoSLI) Workshop at Spatial Cognition 2010, Mt. Hood, Oregon, 17–24. CEUR Workshop Proceedings
Zurück zum Zitat Lakoff G (1990) The invariance hypothesis: is abstract reason based on image schemata? Cogn Linguistics 1(1):39–74CrossRef Lakoff G (1990) The invariance hypothesis: is abstract reason based on image schemata? Cogn Linguistics 1(1):39–74CrossRef
Zurück zum Zitat Medin DL, Wattenmaker WD, Hampson SE (1987) Family resemblance, conceptual cohesiveness, and category construction. Cogn Psychol 19(2):242–279PubMedCrossRef Medin DL, Wattenmaker WD, Hampson SE (1987) Family resemblance, conceptual cohesiveness, and category construction. Cogn Psychol 19(2):242–279PubMedCrossRef
Zurück zum Zitat Moratz R, Tenbrink T (2006) Spatial reference in linguistic human-robot interaction: iterative, empirically supported development of a model of projective relations. Spatial Cogn Comput 6(1):63–106CrossRef Moratz R, Tenbrink T (2006) Spatial reference in linguistic human-robot interaction: iterative, empirically supported development of a model of projective relations. Spatial Cogn Comput 6(1):63–106CrossRef
Zurück zum Zitat Randell DA, Cui Z, Cohn AG (1992) A spatial logic based on regions and connections. In: Nebel B, Rich C, Swartout WR (eds), Proceedings of the 3rd International Conference on Knowledge Representation and Reasoning, San Francisco, Morgan Kaufmann, pp 165–176 Randell DA, Cui Z, Cohn AG (1992) A spatial logic based on regions and connections. In: Nebel B, Rich C, Swartout WR (eds), Proceedings of the 3rd International Conference on Knowledge Representation and Reasoning, San Francisco, Morgan Kaufmann, pp 165–176
Zurück zum Zitat Schultz C, Amor R, Guesgen HW (2011) Methodologies for qualitative spatial and temporal reasoning application design. In: Hazarika SM (ed), Qualitative Spatio-temporal representation and reasoning. Trends and future directions. Hershey, IGI Global Schultz C, Amor R, Guesgen HW (2011) Methodologies for qualitative spatial and temporal reasoning application design. In: Hazarika SM (ed), Qualitative Spatio-temporal representation and reasoning. Trends and future directions. Hershey, IGI Global
Zurück zum Zitat Sridhar M, Cohn A, Hogg D (2011) From Video to RCC8: exploiting a distance based semantics to stabilise the interpretation of mereotopological relations: spatial information theory. In: Egenhofer M, Giudice N, Moratz R, Worboys M (eds), Lecture notes in computer science. Spatial Information Theory. 10th International Conference, COSIT 2011, Belfast, ME, USA, September 12–16. Proceedings, 110–125. Berlin, Springer Sridhar M, Cohn A, Hogg D (2011) From Video to RCC8: exploiting a distance based semantics to stabilise the interpretation of mereotopological relations: spatial information theory. In: Egenhofer M, Giudice N, Moratz R, Worboys M (eds), Lecture notes in computer science. Spatial Information Theory. 10th International Conference, COSIT 2011, Belfast, ME, USA, September 12–16. Proceedings, 110–125. Berlin, Springer
Metadaten
Titel
Formally grounding spatio-temporal thinking
verfasst von
Alexander Klippel
Jan Oliver Wallgrün
Jinlong Yang
Rui Li
Frank Dylla
Publikationsdatum
01.08.2012
Verlag
Springer-Verlag
Erschienen in
Cognitive Processing / Ausgabe Sonderheft 1/2012
Print ISSN: 1612-4782
Elektronische ISSN: 1612-4790
DOI
https://doi.org/10.1007/s10339-012-0451-2

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