Spatio-Temporal Databases: Flexible Querying and Reasoning

ISBN-13: 9783642060700 / Angielski / Miękka / 2010 / 392 str.

Rita De Caluwe; Guy De Tre; Gloria Bordogna

Opis

Spatio-Temporal Databases explores recent trends in flexible querying and reasoning about time- and space-related information in databases. It shows how flexible querying enhances standard querying expressiveness in many different ways, with the aim of facilitating extraction of relevant data and information. Flexible spatial and temporal reasoning denotes qualitative reasoning about dynamic changes in the spatial domain, characterized by imprecision or uncertainty (or both). Many of the contributions focus on GIS, while some others are more general, or focus on related application fields, presenting theoretical viewpoints and techniques that are inspiring or can be adapted for GIS. The first part bundles the contributions on advances at the theoretical level, also discussing examples and opening further perspectives. The second part presents contributions on well-developed applications. The authors explain how to handle imprecision and uncertainty, demonstrating how advanced techniques can help to solve diverse problems related to GIS.

Recenzje

From the reviews:

"The book begins with a theory section comprising 11 chapters ... . Overall, Spatio-Temporal Databases is excellent as a cover-to-cover read ... . New graduate students in geoinformatics (or others approaching the advanced concepts for the first time) should read this book front to back ... . When they finish, they will be well-informed and ready to succeed ... . This is an important book for all research groups ... in any form; the authors and editors deserve thanks for producing such a good one." (Phil A. Graniero, Geomatica, Vol. 59 (2), 2005)

Spis treści

Basic Notions and Rationale of the Handling of Imperfect Information in Spatio-Temporal Databases.- 1 Fuzzy Sets for Representing the Spatial and Temporal Dimensions in GIS Databases.- 2 Toward Spatio-Temporal Patterns.- 3 Toward Extensible Spatio-Temporal Databases: An Approach Based on User-Defined Aggregates.- 4 A Declarative Framework for Reasoning on Spatio-Temporal Data.- 5 Representing and Querying Imperfect Spatio-Temporal Information in an Object-based Framework.- 6 The Applicability of Generalized Constraints in Spatio-Temporal Database Modelling and Querying.- 7 An Error Tolerant Parser for Natural Language Queries in GISs.- 8 An MPEG-7 Based Video Database Management System.- 9 Modeling Spatial Objects Affected by Uncertainty.- 10 Fuzzy Minimum Bounding Rectangles.- 11 Fuzzy Spatial Data Types and Predicates: Their Definition and Integration into Query Languages.- 12 A Possibility-Based Model to Index Remote Sensing Images.- 13 Vague Geographical Knowledge Management — A Flow-Chart Based Application to Spatial Information Analysis.- 14 Fuzzy Classifications in Large Geographical Databases: Assessing Vagueness in Less-Connected Nodes of the World City Network.- 15 Image-Based Change Detection of Geographic Information Using Spatial Constraints.- 16 Noise Annoyance Mapping.