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 50 条
  • [1] MARSA: Multi-Domain Arabic Resources for Sentiment Analysis
    Alowisheq, Areeb
    Al-Twairesh, Nora
    Altuwaijri, Mawaheb
    Almoammar, Afnan
    Alsuwailem, Alhanouf
    Albuhairi, Tarfa
    Alahaideb, Wejdan
    Alhumoud, Sarah
    IEEE ACCESS, 2021, 9 : 142718 - 142728
  • [2] A comprehensive survey of arabic sentiment analysis
    Al-Ayyoub, Mahmoud
    Khamaiseh, Abed Allah
    Jararweh, Yaser
    Al-Kabi, Mohammed N.
    INFORMATION PROCESSING & MANAGEMENT, 2019, 56 (02) : 320 - 342
  • [3] Arabic sentiment analysis: studies, resources, and tools
    Guellil, Imane
    Azouaou, Faical
    Mendoza, Marcelo
    SOCIAL NETWORK ANALYSIS AND MINING, 2019, 9 (01)
  • [4] Language resources for Maghrebi Arabic dialects' NLP: a survey
    Younes, Jihene
    Souissi, Emna
    Achour, Hadhemi
    Ferchichi, Ahmed
    LANGUAGE RESOURCES AND EVALUATION, 2020, 54 (04) : 1079 - 1142
  • [5] English Vs Arabic Sentiment Analysis: A Survey presenting 100 work Studies, Resources and Tools
    Guellil, Imane
    Azouaou, Faical
    Valitutti, Alessandro
    2019 IEEE/ACS 16TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA 2019), 2019,
  • [6] A review of sentiment analysis research in Arabic language
    Oueslati, Oumaima
    Cambria, Erik
    HajHmida, Moez Ben
    Ounelli, Habib
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 112 : 408 - 430
  • [7] Sentiment Classification Techniques For Arabic Language: A Survey
    Biltawi, Mariam
    Etaiwi, Wael
    Tedmori, Sara
    Hudaib, Amjad
    Awajan, Arafat
    2016 7TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION SYSTEMS (ICICS), 2016, : 339 - 346
  • [8] Subjectivity and Sentiment Analysis of Arabic Twitter Feeds with Limited Resources
    Refaee, Eshrag
    Rieser, Verena
    LREC 2014 - NINTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2014,
  • [9] Role of sentiment classification in sentiment analysis: a survey
    Kumar, Pavan M. R.
    Prabhu, J.
    ANNALS OF LIBRARY AND INFORMATION STUDIES, 2018, 65 (03) : 196 - 209
  • [10] Language resources for Maghrebi Arabic dialects’ NLP: a survey
    Jihene Younes
    Emna Souissi
    Hadhemi Achour
    Ahmed Ferchichi
    Language Resources and Evaluation, 2020, 54 : 1079 - 1142