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OLAP of the tweets: From modeling to exploitation

Ben Kraiem, Maha and Feki, Jamel and Khrouf, Kaïs and Ravat, Franck and Teste, Olivier OLAP of the tweets: From modeling to exploitation. (2014) In: IEEE International Conference on Research Challenges in Information Science - IEEE RCIS 2014, 28 May 2014 - 30 May 2014 (Marrakesh, Morocco).

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Official URL: http://dx.doi.org/10.1109/RCIS.2014.6861029

Abstract

With the tremendous growth of social networks, there has been a growth in the amount of new data created every minute on these networking sites. Twitter acts as a great source of rich information for millions of users. Twitter messages, or tweets, are limited to 140 data characters. This limitation in length makes difficult their analysis. However, various accessible meta-data are associated with every message. Taking into account these meta-data, they can be very useful for analysis and making decisions. Applying OLAP (On-Line Analytical Processing) and data mining technologies on large volumes of tweets is a challenge that would allow the extraction of information and knowledge such as user behavior, new emerging issues, trends... This paper proposes a generic multidimensional model dedicated to the OLAP of tweets with some results and analyses for testing this multi-dimensional model on various data extracted from tweets.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. The definitive version is available at http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6861029&sortType%3Dasc_p_Sequence%26filter%3DAND%28p_IS_Number%3A6860531%29
HAL Id:hal-01147236
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 - INPT (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Université de Sfax (TUNISIA)
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Deposited By: IRIT IRIT
Deposited On:19 Mar 2015 12:31

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