Arabic Sentiment Analysis Resources: A Survey

被引:18
作者
alOwisheq, Areeb [1 ]
alHumoud, Sarah [1 ]
alTwairesh, Nora [2 ]
alBuhairi, Tarfa [1 ]
机构
[1] Al Imam Muhammad ibn Saud Islamic Univ, Dept Comp Sci, Riyadh, Saudi Arabia
[2] King Saud Univ, Dept Informat Technol, Riyadh, Saudi Arabia
来源
SOCIAL COMPUTING AND SOCIAL MEDIA, SCSM 2016 | 2016年 / 9742卷
关键词
Social networks; Sentiment analysis; Arabic; Lexicon; Corpus; LEXICON;
D O I
10.1007/978-3-319-39910-2_25
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Research interest in Arabic sentiment analysis (ASA) is rapidly increasing, therefore it is important to compile, document and analyze efforts in this area to facilitate further development. These ASA efforts aim to create tools that can sift through and gain meaningful knowledge from the unending data explosion. ASA approaches have continued to evolve despite lack in Arabic linguistic resources. In this paper we conduct a comprehensive and up-to-date review of recent resources for ASA.
引用
收藏
页码:267 / 278
页数:12
相关论文
共 41 条
[1]  
Abdul-Mageed M., 2011, 49 ANN M ASS COMP LI, V2
[2]  
Abdul-Mageed Muhammad, 2012, GWC 2012, P18
[3]   Automatic Lexicon Construction for Arabic Sentiment Analysis [J].
Abdulla, Nawaf ;
Majdalawi, Roa'a ;
Mohammed, Salwa ;
Al-Ayyoub, Mahmoud ;
Al-Kabi, Mohammed .
2014 INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD (FICLOUD), 2014, :547-552
[4]   Towards Improving the Lexicon-Based Approach for Arabic Sentiment Analysis [J].
Abdulla, Nawaf A. ;
Ahmed, Nizar A. ;
Shehab, Mohammed A. ;
Al-Ayyoub, Mahmoud ;
Al-Kabi, Mohammed N. ;
Al-rifai, Saleh .
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY AND WEB ENGINEERING, 2014, 9 (03) :55-71
[5]  
Abuaiadh Diab, 2011, DATASET ARABIC DOCUM
[6]  
Ahmed W.A., ARABIC OPINION MININ
[7]  
Al Sallab A., 2015, Deep learning models for sentiment analysis in Arabic, P9
[8]   BiSAL - A bilingual sentiment analysis lexicon to analyze Dark Web forums for cyber security [J].
Al-Rowaily, Khalid ;
Abulaish, Muhammad ;
Haldar, Nur Al-Hasan ;
Al-Rubaian, Majed .
DIGITAL INVESTIGATION, 2015, 14 :53-62
[9]   Human Annotated Arabic Dataset of Book Reviews for Aspect Based Sentiment Analysis [J].
Al-Smadi, Mohammad ;
Qawasmeh, Omar ;
Talafha, Bashar ;
Quwaider, Muhannad .
2015 3RD INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD (FICLOUD) AND INTERNATIONAL CONFERENCE ON OPEN AND BIG (OBD), 2015, :726-730
[10]  
Al-Twairesh N, 2014, I C COMP SYST APPLIC, P148, DOI 10.1109/AICCSA.2014.7073192