M-Atlas

M-Atlas is a mobility querying and data mining system centered onto the concept of spatio-temporal data. Besides the mechanisms for storing and querying trajectory data, M-Atlas has mechanisms for mining trajectory patterns and models that, in turn, can be stored and queried. The knowledge discovery process can help the user to answer to typical mobility analysis questions like: What are the frequent patterns of people’s travels? How do big attractors and extraordinary events affect the mobility? How can areas of dense traffic be predicted in the near future? How can traffic jams and congestions be characterized? M-Atlas is equipped with a querying and mining language that makes this analytical process possible, and it provides the mechanisms to master the complexity of transforming raw GPS tracks into mobility knowledge. M-Atlas is centered onto the concept of a trajectory but it is able to handle other kinds of data such as positional data (e.g., Call Data Records). The mobility knowledge discovery process can be specified by M-Atlas queries that realize data transformations, data-driven estimation of the parameters of the mining methods, the quality assessment of the obtained results, the quantitative and visual exploration of the discovered behavioral patterns and models, the composition of mined patterns, models and data with further analyses and mining, the incremental mining strategies to address scalability.

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Data and Resources
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  • M-Atlas WebURL

    The Application VRE in SoBigData

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  • M-Atlas Desktop (Old Version)Url

    The Desktop version of M-Atlas.

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Additional Info
Field Value
Accessibility Both
AccessibilityMode OnLine Access
Application URI https://sobigdata.d4science.org/group/m-atlas
Area
Attribution requirements
Availability On-Line
Basic rights Making available to the public
CreationDate 2017-12-01
Creator Roberto, Trasarti
Dependencies on Other SW
Distribution requirements
Field/Scope of use Non-commercial only
Hosting Environment
IP/Copyrights
Item URL http://data.d4science.org/ctlg/ResourceCatalogue/m-atlas
http://data.d4science.org/ctlg/ResourceCatalogue/m-atlas
License term /Not specified
Owner Roberto, Trasarti
ProgrammingLanguage
RelatedPaper
Requirement of non-disclosure (confidentiality mark)
Restrictions on use
Semantic Coverage
Sublicense rights No
Territory of use World Wide
ThematicCluster Human Mobility Analytics
UsageMode as-a-Service by third party infrastructure
input
output
system:type SoBigData.eu: Application
Management Info
Field Value
Author Trasarti Roberto
Maintainer Trasarti Roberto
Version 1
Last Updated 29 June 2018, 11:34 (CEST)
Created 29 June 2018, 11:34 (CEST)