A data model and query language for spatio-temporal decision support
In recent years, applications aimed at exploring and analyzing spatial data have emerged, powered by the increasing need of software that integrates Geographic Information Systems (GIS) and On-Line Analytical Processing (OLAP). These applications have been called SOLAP (Spatial OLAP). In previous wo...
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2011
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| LEADER | 17808caa a22016817a 4500 | ||
|---|---|---|---|
| 001 | PAPER-23656 | ||
| 003 | AR-BaUEN | ||
| 005 | 20230518205523.0 | ||
| 008 | 190411s2011 xx ||||fo|||| 00| 0 eng|d | ||
| 024 | 7 | |2 scopus |a 2-s2.0-79956333922 | |
| 040 | |a Scopus |b spa |c AR-BaUEN |d AR-BaUEN | ||
| 030 | |a GEOIF | ||
| 100 | 1 | |a Gómez, L. | |
| 245 | 1 | 2 | |a A data model and query language for spatio-temporal decision support |
| 260 | |c 2011 | ||
| 270 | 1 | 0 | |m Vaisman, A.; Universidad de Buenos Aires, Ciudad Universitaria, Pabellon I, Buenos Aires 1428, Argentina; email: avaisman@dc.uba.ar |
| 506 | |2 openaire |e Política editorial | ||
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| 520 | 3 | |a In recent years, applications aimed at exploring and analyzing spatial data have emerged, powered by the increasing need of software that integrates Geographic Information Systems (GIS) and On-Line Analytical Processing (OLAP). These applications have been called SOLAP (Spatial OLAP). In previous work, the authors have introduced Piet, a system based on a formal data model that integrates in a single framework GIS, OLAP (On-Line Analytical Processing), and Moving Object data. Real-world problems are inherently spatio-temporal. Thus, in this paper we present a data model that extends Piet, allowing tracking the history of spatial data in the GIS layers. We present a formal study of the two typical ways of introducing time into Piet: timestamping the thematic layers in the GIS, and timestamping the spatial objects in each layer. We denote these strategies snapshot-based and timestamp-based representations, respectively, following well-known terminology borrowed from temporal databases. We present and discuss the formal model for both alternatives. Based on the timestamp-based representation, we introduce a formal First-Order spatio-temporal query language, which we denote Lt, able to express spatio-temporal queries over GIS, OLAP, and trajectory data. Finally, we discuss implementation issues, the update operators that must be supported by the model, and sketch a temporal extension to Piet-QL, the SQL-like query language that supports Piet. © 2010 Springer Science+Business Media, LLC. |l eng | |
| 593 | |a Instituto Tecnológico de Buenos Aires, Av. Madero 399, Buenos Aires, Argentina | ||
| 593 | |a Hasselt University and Transnational University of Limburg, Gebouw D, 3590 Diepenbeek, Belgium | ||
| 593 | |a Universidad de Buenos Aires, Ciudad Universitaria, Pabellon I, Buenos Aires 1428, Argentina | ||
| 690 | 1 | 0 | |a GIS |
| 690 | 1 | 0 | |a OLAP |
| 690 | 1 | 0 | |a SOLAP |
| 690 | 1 | 0 | |a SPATIO-TEMPORAL DATABASES |
| 690 | 1 | 0 | |a DATA MODELS |
| 690 | 1 | 0 | |a DECISION SUPPORTS |
| 690 | 1 | 0 | |a FIRST-ORDER |
| 690 | 1 | 0 | |a FORMAL MODEL |
| 690 | 1 | 0 | |a GIS |
| 690 | 1 | 0 | |a GIS LAYERS |
| 690 | 1 | 0 | |a MOVING OBJECTS |
| 690 | 1 | 0 | |a OLAP |
| 690 | 1 | 0 | |a ON-LINE ANALYTICAL PROCESSING |
| 690 | 1 | 0 | |a REAL-WORLD PROBLEM |
| 690 | 1 | 0 | |a SOLAP |
| 690 | 1 | 0 | |a SPATIAL DATA |
| 690 | 1 | 0 | |a SPATIAL OBJECTS |
| 690 | 1 | 0 | |a SPATIAL OLAP |
| 690 | 1 | 0 | |a SPATIO-TEMPORAL |
| 690 | 1 | 0 | |a SPATIO-TEMPORAL DATABASE |
| 690 | 1 | 0 | |a SPATIOTEMPORAL QUERIES |
| 690 | 1 | 0 | |a SYSTEM-BASED |
| 690 | 1 | 0 | |a TEMPORAL DATABASE |
| 690 | 1 | 0 | |a TEMPORAL EXTENSIONS |
| 690 | 1 | 0 | |a THEMATIC LAYERS |
| 690 | 1 | 0 | |a TIMESTAMPING |
| 690 | 1 | 0 | |a TRAJECTORY DATA |
| 690 | 1 | 0 | |a UPDATE OPERATORS |
| 690 | 1 | 0 | |a DECISION SUPPORT SYSTEMS |
| 690 | 1 | 0 | |a GEOGRAPHIC INFORMATION SYSTEMS |
| 690 | 1 | 0 | |a MODELS |
| 690 | 1 | 0 | |a QUERY LANGUAGES |
| 690 | 1 | 0 | |a SEARCH ENGINES |
| 690 | 1 | 0 | |a DATA MINING |
| 690 | 1 | 0 | |a DATABASE |
| 690 | 1 | 0 | |a DECISION SUPPORT SYSTEM |
| 690 | 1 | 0 | |a GIS |
| 690 | 1 | 0 | |a NUMERICAL MODEL |
| 690 | 1 | 0 | |a SOFTWARE |
| 690 | 1 | 0 | |a SPATIAL DATA |
| 690 | 1 | 0 | |a THEMATIC MAPPING |
| 700 | 1 | |a Kuijpers, B. | |
| 700 | 1 | |a Vaisman, A. | |
| 773 | 0 | |d 2011 |g v. 15 |h pp. 455-496 |k n. 3 |p GeoInformatica |x 13846175 |t GeoInformatica | |
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| 856 | 4 | 0 | |u https://hdl.handle.net/20.500.12110/paper_13846175_v15_n3_p455_Gomez |y Handle |
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