Predicting emotional reaction in social networks.
Clos, Jérémie; Bandhakavi, Anil; Wiratunga, Nirmalie; Cabanac, Guillaume
Professor Nirmalie Wiratunga firstname.lastname@example.org
Joemon M Jose
Ismail Sengor Altıngovde
Online content has shifted from static and document-oriented to dynamic and discussion-oriented, leading users to spend an increasing amount of time navigating online discussions in order to participate in their social network. Recent work on emotional contagion in social networks has shown that information is not neutral and affects its receiver. In this work, we present an approach to detect the emotional impact of news, using a dataset extracted from the Facebook pages of a major news provider. The results of our approach significantly outperform our selected baselines.
CLOS, J., BANDHAKAVI, A., WIRATUNGA, N. and CABANAC, G. 2017. Predicting emotional reaction in social networks. In Jose, J.M., Hauff, C., Altingovde, I.S., Song, D., Albakour, D., Watt, S. and Tait, J. (eds.) Advances in information retrieval: proceedings of the 39th European conference on information retrieval (ECIR 2017), 8-13 April 2017, Aberdeen, UK. Lecture notes in computer science, 10193. Cham: Springer [online], pages 527-533. Available from: https://doi.org/10.1007/978-3-319-56608-5_44
|Conference Name||39th European conference on information retrieval (ECIR 2017)|
|Start Date||Apr 8, 2017|
|End Date||Apr 13, 2017|
|Acceptance Date||Apr 8, 2017|
|Online Publication Date||Apr 8, 2017|
|Publication Date||Apr 8, 2017|
|Deposit Date||Apr 12, 2017|
|Publicly Available Date||Apr 12, 2017|
|Publisher||Springer (part of Springer Nature)|
|Series Title||Lecture notes in computer science|
|Keywords||Social networks ; Emotional analysis ; Emotional triggers ; Sentiment analysis|
CLOS 2017 Predicting emotional reaction
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