Multi-dimensional conversation analysis across online social networks

William Lucia, Cuneyt Gurcan Akcora, Elena Ferrari

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

With the advance of the Internet, ordinary users have created multiple personal accounts on online social networks, and interactions among these social network users have recently been tagged with location information. In this work, we observe user interactions across two popular online social networks, Facebook and Twitter, and analyze which factors lead to retweet/like interactions for tweets/posts. In addition to the named entities, lexical errors and expressed sentiments in these data items, we also consider the impact of shared user locations on user interactions. In particular, we show that geolocations of users can greatly affect which social network post/tweet will be liked/retweeted. We believe that the results of our analysis can help researchers to understand which social network content will have better visibility.

Original languageEnglish
Title of host publicationProceedings - 2013 IEEE 3rd International Conference on Cloud and Green Computing, CGC 2013 and 2013 IEEE 3rd International Conference on Social Computing and Its Applications, SCA 2013
Pages369-376
Number of pages8
DOIs
Publication statusPublished - 1 Dec 2013
Event3rd IEEE International Conference on Cloud and Green Computing, CGC 2013, Held Jointly with the 3rd IEEE International Conference on Social Computing and Its Applications, SCA 2013 - Karlsruhe, Germany
Duration: 30 Sep 20132 Oct 2013

Publication series

NameProceedings - 2013 IEEE 3rd International Conference on Cloud and Green Computing, CGC 2013 and 2013 IEEE 3rd International Conference on Social Computing and Its Applications, SCA 2013

Conference

Conference3rd IEEE International Conference on Cloud and Green Computing, CGC 2013, Held Jointly with the 3rd IEEE International Conference on Social Computing and Its Applications, SCA 2013
CountryGermany
CityKarlsruhe
Period30/9/132/10/13

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ASJC Scopus subject areas

  • Software

Cite this

Lucia, W., Akcora, C. G., & Ferrari, E. (2013). Multi-dimensional conversation analysis across online social networks. In Proceedings - 2013 IEEE 3rd International Conference on Cloud and Green Computing, CGC 2013 and 2013 IEEE 3rd International Conference on Social Computing and Its Applications, SCA 2013 (pp. 369-376). [6686057] (Proceedings - 2013 IEEE 3rd International Conference on Cloud and Green Computing, CGC 2013 and 2013 IEEE 3rd International Conference on Social Computing and Its Applications, SCA 2013). https://doi.org/10.1109/CGC.2013.65