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TweeProfiles: Detection of Spatio-temporal Patterns on Twitter [chapter]

Tiago Cunha, Carlos Soares, Eduarda Mendes Rodrigues
2014 Lecture Notes in Computer Science  
This paper addresses the problem of identifying and displaying tweet profiles by analysing multiple types of data: spatial, temporal, social and content.  ...  The data mining process that extracts the patterns is composed by the manipulation of the dissimilarity matrices for each type of data, which are fed to a clustering algorithm to obtain the desired patterns  ...  in spatio-temporal Data Mining.  ... 
doi:10.1007/978-3-319-14717-8_10 fatcat:uqvkgllrznc2ng2uclqw7tpp3q

RetweetPatterns: Detection of Spatio-Temporal Patterns of Retweets [chapter]

Tomy Rodrigues, Tiago Cunha, Dino Ienco, Pascal Poncelet, Carlos Soares
2016 Advances in Intelligent Systems and Computing  
The aim of this work lies in the adaptation of the GetMove tool, that is capable of extracting spatio-temporal pattern trajectories, and TweeProfiles, that identifies tweet profiles regarding several dimensions  ...  The primary focus of this paper is the identification of patterns of retweets and to understand how information spreads over time in Twitter.  ...  Another visualization tool that takes advantage of tweets was developed in order to detect the birth and death of rumors on Twitter: Riots [11] .  ... 
doi:10.1007/978-3-319-31232-3_83 fatcat:lvbxqrzzjfcw5fhjvrocsf6xjy

TweeProfiles3: Visualization of Spatio-Temporal Patterns on Twitter [chapter]

André Maia, Tiago Cunha, Carlos Soares, Pedro Henriques Abreu
2016 Advances in Intelligent Systems and Computing  
TweeProfiles is an offline clustering tool that analyses tweets over multiple dimensions: spatial, temporal, content and social.  ...  Researchers and companies noticed the value that lied within those enormous amounts of data and developed algorithms and tools to extract patterns in order to act on them.  ...  and cost-effective source of spatio-temporal information" [10] .  ... 
doi:10.1007/978-3-319-31232-3_82 fatcat:syjvjpblrvagtkgyzzac7qprmq