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TwitCID: a Collection of Data Sets for Studies on Information Diffusion on Social Networks

Hoang, Thi Bich Ngoc and Mothe, Josiane and Baillon, Manon TwitCID: a Collection of Data Sets for Studies on Information Diffusion on Social Networks. (2019) In: Conference and Labs of the Evaluation Forum (CLEF 2019), 9 September 2019 - 12 September 2019 (Lugano, Switzerland).

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Official URL: https://doi.org/10.1007/978-3-030-28577-7_5

Abstract

Online social networks play a crucial role in spreading information at a very large scale. Modeling information propagation on social networks has been attracting a lot of attention from researchers. However, none of the data sets used in past works are made available to the research community, while they would be very useful for comparative studies. In this paper, we detail a collection of tweets composed of five data sets for a total of 18 million tweets that we release, and which is designed to evaluate methods on modeling the information spread, in the case of general information and brands marketing information. In addition to tweet IDs and a script to retrieve the whole tweet in JSON from the Twitter API, we release the values of the 29 extracted features for these data sets. These features consist of user based, content based and temporal based features. Finally, we provide the results of information diffusion prediction models (80% accuracy) which could serve as strong baselines for this research topic.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in volume 11696 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-030-28576-0 The original PDF is available at: https://link.springer.com/chapter/10.1007%2F978-3-030-28577-7_5
HAL Id:hal-02930104
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > University of Economics – The University of Danang (VIETNAM)
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Deposited On:10 Jul 2020 14:06

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