Title
The DAEDALUS framework: progressive querying and mining of movement data
Abstract
In this work we propose DAEDALUS, a formal framework and system, specifically focussed on progressive combination of mining and querying operators. The core component of DAEDALUS is the MO-DMQL query language that extends SQL in two respects, namely a pattern definition operator and the capability to uniform manipulating both raw data and unveiled patterns. DAEDALUS system is specifically focussed on movement data and has been implemented as a query execution layer on top of the Hermes Moving Object Database. The expressiveness and usefulness of the MODMQL language as well as the computational capabilities of DAEDALUS are qualitatively evaluated by means of a case study.
Year
DOI
Venue
2008
10.1145/1463434.1463497
GIS
Keywords
Field
DocType
movement data,mo-dmql query language,progressive querying,core component,object database,daedalus framework,computational capability,modmql language,case study,raw data,query execution layer,daedalus system,data mining,query language
SQL,Data mining,Query language,RDF query language,Computer science,Raw data,Operator (computer programming),Expressivity
Conference
Citations 
PageRank 
References 
14
2.16
9
Authors
9
Name
Order
Citations
PageRank
Riccardo Ortale128227.46
Ettore Ritacco217124.86
Nikos Pelekis388159.28
Roberto Trasarti471045.82
G. Costa5142.16
Fosca Giannotti62948253.39
G. Manco7223.27
Chiara Renso892576.04
Y. Theodoridis916820.62