TY - GEN
T1 - Sentiment analysis in Arabic tweets
AU - Alahmari, Saeed
AU - Buckley, James
PY - 2015
Y1 - 2015
N2 - Opinions play a significant role in daily life. They can be written using social media such as blogs, forums, Facebook, Twitter, Snapchat, etc. A huge amount of data needs to be analyzed and classified. This model is called sentiment analysis opinion mining; it is a natural language processing task that classifies data's polarity as positive, negative, or neutral. The number of Arabic speaking users of social media is increasing rapidly. This paper analyzes Arabic tweets by applying an SVM algorithm to two thousands tweets, both negative and positive. In addition, this paper shows the results of a public survey and Arabic-language challenges. .
AB - Opinions play a significant role in daily life. They can be written using social media such as blogs, forums, Facebook, Twitter, Snapchat, etc. A huge amount of data needs to be analyzed and classified. This model is called sentiment analysis opinion mining; it is a natural language processing task that classifies data's polarity as positive, negative, or neutral. The number of Arabic speaking users of social media is increasing rapidly. This paper analyzes Arabic tweets by applying an SVM algorithm to two thousands tweets, both negative and positive. In addition, this paper shows the results of a public survey and Arabic-language challenges. .
UR - http://www.scopus.com/inward/record.url?scp=84983208666&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84983208666
T3 - IMSCI 2015 - 9th International Multi-Conference on Society, Cybernetics and Informatics, Proceedings
SP - 105
EP - 108
BT - IMSCI 2015 - 9th International Multi-Conference on Society, Cybernetics and Informatics, Proceedings
A2 - Callaos, Nagib
A2 - Sanchez, Belkis
A2 - Tremante, Andres
A2 - Horne, Jeremy
A2 - Welsch, Friedrich
PB - International Institute of Informatics and Systemics, IIIS
T2 - 9th International Multi-Conference on Society, Cybernetics and Informatics, IMSCI 2015
Y2 - 12 July 2015 through 15 July 2015
ER -