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Modeling historical and future movements of spatio-temporal objects in moving objects databases

Reasey Praing, Markus Schneider
2007 Proceedings of the sixteenth ACM conference on Conference on information and knowledge management - CIKM '07  
In this paper, we propose a new moving object data model called Balloon model which provides integrated support for both historical and future movements of moving objects.  ...  In the past, a few moving object data models and query languages have been proposed. Each of them supports either historical movements or future movements but not both together.  ...  and led to their fusion into spatio-temporal databases.  ... 
doi:10.1145/1321440.1321469 dblp:conf/cikm/PraingS07 fatcat:u452cf7hqjfg5n674wp6bukkeq

Balloon

Hechen Liu, Markus Schneider
2011 Proceedings of the 1st ACM SIGSPATIAL International Workshop on Spatial Semantics and Ontologies - SSO '11  
The spatio-temporal uncertainty is an inherent feature of moving objects.  ...  One scenario where uncertainty exists is the movement of moving objects in the future, which results from lacking the knowledge of the prediction method.  ...  CONCLUSIONS AND FUTURE WORK In this paper, we address the problem of modeling and querying the uncertainty of a moving object in the near future in the database context.  ... 
doi:10.1145/2068976.2068978 dblp:conf/gis/LiuS11 fatcat:b37f7dnvfffudekmnau65zzktq

A Universal Abstract Model for Future Movements of Moving Objects [chapter]

Reasey Praing, Markus Schneider
2007 Lecture Notes in Geoinformation and Cartography  
In this paper, we emphasize the separation of moving object models and prediction methods and propose a universal abstract model for future movements of moving objects.  ...  While most of these models focus on managing the historical and current motion of moving objects, only a few of them have been proposed to deal with their future movements.  ...  how a moving object database can model the future movements of moving objects in general.  ... 
doi:10.1007/978-3-540-72385-1_6 fatcat:5vvjmh4f3jbrzd277nlrscwkqe

Moving Object Languages [chapter]

Ralf Hartmut Güting
2008 Encyclopedia of GIS  
In this case, no information about histories of movement is kept. The second we call the spatio-temporal data perspective; here the complete histories of movements are represented.  ...  Corresponding database systems provide concepts in their data model and data structures in the implementation to represent moving objects, i.e., continuously changing geometries.  ...  Modeling and Querying History of Movement -Spatio-Temporal Data Types In this section we discuss the spatio-temporal data perspective for moving objects databases.  ... 
doi:10.1007/978-0-387-35973-1_828 fatcat:wqk65ienj5bvvlsvkv5lgbexje

Moving Object Languages [chapter]

Ralf Hartmut Güting
2016 Encyclopedia of GIS  
In this case, no information about histories of movement is kept. The second we call the spatio-temporal data perspective; here the complete histories of movements are represented.  ...  Corresponding database systems provide concepts in their data model and data structures in the implementation to represent moving objects, i.e., continuously changing geometries.  ...  Modeling and Querying History of Movement -Spatio-Temporal Data Types In this section we discuss the spatio-temporal data perspective for moving objects databases.  ... 
doi:10.1007/978-3-319-23519-6_828-2 fatcat:2v2nr4zdpzdf7nweaqdhgje3ri

Moving Object Languages [chapter]

Ralf Hartmut Güting
2017 Encyclopedia of GIS  
In this case, no information about histories of movement is kept. The second we call the spatio-temporal data perspective; here the complete histories of movements are represented.  ...  Corresponding database systems provide concepts in their data model and data structures in the implementation to represent moving objects, i.e., continuously changing geometries.  ...  Modeling and Querying History of Movement -Spatio-Temporal Data Types In this section we discuss the spatio-temporal data perspective for moving objects databases.  ... 
doi:10.1007/978-3-319-17885-1_828 fatcat:sotk3wfoafbuha6gol5szap6s4

An extendable framework for managing uncertain spatio-temporal data

Tobias Emrich, Maximilian Franzke, Hans-Peter Kriegel, Johannes Niedermayer, Matthias Renz, Andreas Züfle
2014 Proceedings of the 2014 ACM SIGMOD international conference on Management of data - SIGMOD '14  
Such models aim at estimating the position of a spatio-temporal object at a time where the object's position is not explicitly known, for example by using both historic (traffic-) pattern information,  ...  The UST-framework can be used to obtain a deeper intuition of the quality of spatio-temporal data models.  ...  Thus, the poster will provide the basics of our Markov model and the approach used to perform a data integration between historic movement patterns and individual object observations.  ... 
doi:10.1145/2588555.2594523 dblp:conf/sigmod/EmrichFKNRZ14 fatcat:7qxi36kxsndynpn6tuhlabkh7e

Spatiotemporal Access Methods [chapter]

Yannis Manolopoulos, Yannis Theodoridis, Vassilis J. Tsotras
2000 Advanced Database Indexing  
The server stores the updates from the moving objects and keeps a history of the spatio-temporal coordinates of each moving object.  ...  A typical example of spatio-temporal databases is moving objects in the £ -dimensional space. Moving objects learn about their own location via location detection devices, e.g., GPS devices.  ...  Indexing the Current and Future Positions (NOW and the Future) In this section, we are concerned about the current and future positions of moving objects.  ... 
doi:10.1007/978-1-4419-8590-3_7 fatcat:2ubplcflmngf5eiwqdthnlzbzm

AN INNOVATIVE IDEA TO DISCOVER THE TREND ON MULTI-DIMENSIONAL SPATIO-TEMPORAL DATASETS

N. Naga Saranya .
2014 International Journal of Research in Engineering and Technology  
So this research offers an innovative idea to discover the trend on multi-dimensional spatio-temporal datasets. Here it briefly describes the scope and relevancy of spatiotemporal data.  ...  From that, gain the depth knowledge of spatio-temporal recent research process to discover the trend.  ...  This research offers an innovative idea to discover the trend on multi-dimensional spatio-temporal datasets. Here it briefly describes the scope and relevancy of spatio-temporal data.  ... 
doi:10.15623/ijret.2014.0303046 fatcat:qoyuzflmbvfozgle4nmwkvl23q

Spatio-Temporal Access Methods: Part 2 (2003 - 2010)

Long-Van Nguyen-Dinh, Walid G. Aref, Mohamed F. Mokbel
2010 IEEE Data Engineering Bulletin  
In spatio-temporal applications, moving objects detect their locations via location-aware devices and update their locations continuously to the server.  ...  With the ubiquity and massive numbers of moving objects, many spatio-temporal access methods are developed to process user queries efficiently.  ...  in Moving Object Databases models the movements of an object as a linear function in a d-dimensional space.  ... 
dblp:journals/debu/Nguyen-DinhAM10 fatcat:5w3kzmpd3vfmhfzr534mo2bfi4

Scalable Continuous Query Processing and Moving Object Indexing in Spatio-temporal Databases [chapter]

Xiaopeng Xiong
2006 Lecture Notes in Computer Science  
Spatio-temporal database systems aim to answer continuous spatio-temporal queries issued over moving objects.  ...  We focus on two aspects of spatio-temporal database systems: 1) the query processing algorithms for a large set of concurrent queries, and 2) the underlying indexing structures for constantly moving objects  ...  Acknowledgements This work is supported in part by the National Science Foundation under Grants IIS-0093116 and IIS-0209120.  ... 
doi:10.1007/11896548_2 fatcat:bk2hujyfgfgo5gdznitwcipyde

Spatial and Spatio-Temporal Data Models and Languages [chapter]

Markus Schneider
2014 Encyclopedia of Database Systems  
A spatio-temporal data model is a data model representing the temporal evolution of spatial objects over time.  ...  Operations on spatio-temporal data types comprise, for instance, the spatio-temporal intersection, union, and difference of moving objects, the computation of the trajectory of a moving point as a line  ...  One can distinguish moving objects databases that model and query the history of movement for spatio-temporal analysis [2, 5] and moving objects databases that model, predict, and query current and future  ... 
doi:10.1007/978-1-4899-7993-3_360-2 fatcat:aaydscomkvhgbbdaklvwq6njeu

Spatial and Spatio-Temporal Data Models and Languages [chapter]

Rodney Topor, Kenneth Salem, Amarnath Gupta, Kazuo Goda, Johannes Gehrke, Nathaniel Palmer, Mohamed Sharaf, Alexandros Labrinidis, John F. Roddick, Ariel Fuxman, Renée J. Miller, Wang-Chiew Tan (+205 others)
2009 Encyclopedia of Database Systems  
A spatio-temporal data model is a data model representing the temporal evolution of spatial objects over time.  ...  Operations on spatio-temporal data types comprise, for instance, the spatio-temporal intersection, union, and difference of moving objects, the computation of the trajectory of a moving point as a line  ...  One can distinguish moving objects databases that model and query the history of movement for spatio-temporal analysis [2, 5] and moving objects databases that model, predict, and query current and future  ... 
doi:10.1007/978-0-387-39940-9_360 fatcat:q226mutirbetxaqzucp3hxsuh4

Predictive spatio-temporal queries

Abdeltawab M. Hendawi, Mohamed F. Mokbel
2012 Proceedings of the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems - MobiGIS '12  
The goal of this paper is to catch the interesting areas and future work under the umbrella of predictive queries over spatio-temporal data.  ...  In the last few years, one of the most exciting work on spatio-temporal data management is about predictive queries.  ...  CHALLENGE 4: MONITORING Tracking and monitoring moving objects is a fundamental challenge in the area of predictive spatio-temporal queries.  ... 
doi:10.1145/2442810.2442828 dblp:conf/gis/HendawiM12a fatcat:jstmvcb44fhgtmkqawmdwq4jfu

Moving Object Databases — Dynamic Flight Route Modification According to Weather Related Incidents

Konuralp Küçüködük, Perihan Pehlivanoğlu
2015 International Journal of Computer and Electrical Engineering  
The solution is to unite spatial and temporal data. It's called spatio-temporal data. Also, this type of database is called moving objects databases (MODS).  ...  In this study Airborne Warning and Control System (AWACS) movement is modeled, this air vehicle's data is queried, and dynamically its route calculated according to weather.  ...  AWACS squadron's development at visual forecasting may help Turkish Armed Forces, double its power and increase its defense.  ... 
doi:10.17706/ijcee.2015.7.4.232-239 fatcat:ni4rhx2kwvbethmjtivytrubki
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