Topological Spatio–Temporal Reasoning and Representation

We present here a theory of motion from a topological point of view, in a symbolic perspective. Taking space–time histories of objects as primitive entities, we introduce temporal and topological relations on the thus defined space–time to characterize classes of spatial changes. The theory thus accounts for qualitative spatial information, dealing with underspecified, symbolic information when accurate data are not available or unnecessary. We show that these structures give a basis for commonsense spatio–temporal reasoning by presenting a number of significant deductions in the theory. This can serve as a formal basis for languages describing motion events in a qualitative way.

[1]  Nicola Guarino,et al.  A Pointless Theory of Space Based on Strong Connection and Congruence , 1996, KR.

[2]  Anthony G. Cohn,et al.  Continuous Transitions in Mereotopology , 2001 .

[3]  Anthony G. Cohn,et al.  Qualitative Simulation Based on a Logical Formalism of Space and Time , 1992, AAAI.

[4]  H. Kamp Events, Instants and Temporal Reference , 1979 .

[5]  Philippe Muller Elements d'une theorie du mouvement pour la formalisation du raisonnement spatio-temporel de sens commun , 1998 .

[6]  L. Vieu Semantique des relations spatiales et inferences spatio-temporelles : une contribution a l'etude des structures formelles de l'espace en langage naturel , 1991 .

[7]  Antony Galton,et al.  Towards an Integrated Logic of Space, Time and Motion , 1993, IJCAI.

[8]  Christoph Schwarze,et al.  Meaning, Use, and Interpretation of Language , 1983 .

[9]  James F. Allen Towards a General Theory of Action and Time , 1984, Artif. Intell..

[10]  Antony Galton,et al.  Space, Time, and Movement , 1997 .

[11]  CHRISTOPHE CLARAMUNT,et al.  A qualitative representation of evolving spatial entities in two-dimensional topological spaces , 1997 .

[12]  Christian Freksa,et al.  Qualitative spatial reasoning , 1990, Forschungsberichte, TU Munich.

[13]  Philippe Muller,et al.  Space-Time as a Primitive for Space and Motion , 1998 .

[14]  Boi Faltings,et al.  Qualitative Kinematics: A Framework , 1987, IJCAI.

[15]  Boi Faltings,et al.  Qualitative Kinematics in Mechanisms , 1987, IJCAI.

[16]  Leonard Talmy,et al.  How Language Structures Space , 1983 .

[17]  Claudio S. Pinhanez,et al.  Approximate World Models: Incorporating Qualitative and Linguistic Information into Vision Systems , 1996, AAAI/IAAI, Vol. 2.

[18]  Ernest Davis Continuous Shape Transformation and Metrics on Shapes , 2000 .

[19]  Nicholas Asher,et al.  A Typology and Discourse Semantics for Motion Verbs and Spatial PPs in French , 1995, J. Semant..

[20]  Anthony G. Cohn,et al.  A Spatial Logic based on Regions and Connection , 1992, KR.

[21]  B. L. Clark Individuals and points. , 1985 .

[22]  M. Egenhofer,et al.  Point-Set Topological Spatial Relations , 2001 .

[23]  Bowman L. Clarke,et al.  Individuals and points , 1985, Notre Dame J. Formal Log..

[24]  Timothy Williamson,et al.  Parts. A Study in Ontology , 1990 .

[25]  Duane Szafron,et al.  Modeling of moving objects in a video database , 1997, Proceedings of IEEE International Conference on Multimedia Computing and Systems.

[26]  Carola Eschenbach,et al.  Classical mereology and restricted domains , 1995, Int. J. Hum. Comput. Stud..

[27]  Ralf Hartmut Güting,et al.  Creating Representations for Continuously Moving Regions from Observations , 2001, SSTD.

[28]  Kenneth D. Forbus Qualitative Spatial Reasoning: Framework and Frontiers , 1992 .

[29]  Rudolf Carnap,et al.  Introduction to Symbolic Logic and Its Applications , 1958 .

[30]  Patrick J. Hayes,et al.  The second naive physics manifesto , 1995 .

[31]  Jugal K. Kalita,et al.  An Informal Semantic Analysis of Motion Verbs Based on Physical Primitives , 1997, Comput. Intell..

[32]  David M. Mark,et al.  Spatial Information Theory: Proceedings of COSIT '95 , 1995 .

[33]  Markus Schneider,et al.  Spatio-Temporal Predicates , 2002, IEEE Trans. Knowl. Data Eng..

[34]  Bowman L. Clarke,et al.  A calculus of individuals based on "connection" , 1981, Notre Dame J. Formal Log..

[35]  Anthony G. Cohn,et al.  Qualitative Spatio-Temporal Continuity , 2001, COSIT.

[36]  Timothy Williamson Peter SIMONS, Parts: A Study in Ontology, Oxford: Oxford University Press, 1987, pp. xiv + 390. , 1990 .

[37]  Anthony G. Cohn,et al.  Calculi for Qualitative Spatial Reasoning , 1996, AISMC.

[38]  Philippe Muller,et al.  A Qualitative Theory of Motion Based on Spatio-Temporal Primitives , 1998, KR.

[39]  The Semantics of French Transitive Movement Verbs and the Ontological Nature of Their Objects , .

[40]  P. Muller,et al.  Représentation de la sémantique des verbes de déplacement transitif du français , 1998 .

[41]  Ralf Hartmut Güting,et al.  Spatio-Temporal Data Types: An Approach to Modeling and Querying Moving Objects in Databases , 1999, GeoInformatica.

[42]  Alasdair Urquhart,et al.  Temporal Logic , 1971 .

[43]  Patrick J. Hayes,et al.  A Common-Sense Theory of Time , 1985, IJCAI.

[44]  Peter Øhrstrøm,et al.  Temporal Logic , 1994, Lecture Notes in Computer Science.