User Driven Query Framework of Social Networks for Geo-Temporal Analysis of Events of Interest
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F16%3A10312270" target="_blank" >RIV/00216208:11320/16:10312270 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.4018/978-1-4666-8767-7.ch008" target="_blank" >https://doi.org/10.4018/978-1-4666-8767-7.ch008</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.4018/978-1-4666-8767-7.ch008" target="_blank" >10.4018/978-1-4666-8767-7.ch008</a>
Alternative languages
Result language
angličtina
Original language name
User Driven Query Framework of Social Networks for Geo-Temporal Analysis of Events of Interest
Original language description
In this chapter we propose a framework for collecting, organizing into a database and querying information in social networks by the specification of content-based, geographic and temporal conditions to the aim of detecting periodic and aperiodic events. Our proposal could be a basis for developing context aware services. For example to identify the streets and their rush hours by analyzing the messages in social media periodically sent by queuing drivers and to report these critical spatio-temporal situations to help other drivers to plan alternative routes. Specifically, we rely on a focused crawler to periodically collect messages in social networks related with the contents of interest, and on an original geo-temporal clustering algorithm in order to explore the geo-temporal distribution of the messages. The clustering algorithm can be customized so as to identify aperiodic and periodic events at global or local scale based on the specification of geographic and temporal query conditions.
Czech name
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Czech description
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Classification
Type
C - Chapter in a specialist book
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Book/collection name
Handbook of Research on Innovative Database Query Processing Techniques
ISBN
978-1-4666-8767-7
Number of pages of the result
26
Pages from-to
224-249
Number of pages of the book
626
Publisher name
IGI Global
Place of publication
Neuveden
UT code for WoS chapter
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