This dataset is assocaited with the following papers (please, cite them if you use it):
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Kholoud Alsmearat, Mahmoud Al-Ayyoub, Riyad Al-Shalabi and Ghassan Kanaan. Author Gender Identification from Arabic Text. Journal of Information Security and Applications (JISA) 35: 85-95, August 2017. https://doi.org/10.1016/j.jisa.2017.06.003 https://www.researchgate.net/publication/317380340
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Kholoud Alsmearat, Mohammed Shehab, Mahmoud Al-Ayyoub, Riyad Al-Shalabi and Ghassan Kanaan. Emotion Analysis of Arabic Articles and Its Impact on Identifying the Author's Gender. In the 12th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA), 2015. https://doi.org/10.1109/AICCSA.2015.7507196 https://www.researchgate.net/publication/283452953
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Kholoud Alsmearat, Mahmoud Al-Ayyoub and Riyad Al-Shalabi. An Extensive Study of the Bag-of-Words Approach for Gender Identification of Arabic Articles. In the 11th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA), 2014. https://doi.org/10.1109/AICCSA.2014.7073254 https://www.researchgate.net/publication/280036941
Moreover, you may find the following papers relevant:
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Raddad Abooraig, Shadi AlZu'bi, Tarek Kanan, Bilal Hawashin, Mahmoud Al-Ayyoub and Ismail Hmeidi. Automatic Categorization of Arabic Articles Based on Their Political Orientation. Digital Investigation 25: 24-41, June 2018. https://doi.org/10.1016/j.diin.2018.04.003 https://www.researchgate.net/publication/324487844
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Mahmoud Al-Ayyoub, Yaser Jararweh, Abdullateef Rabab'ah and Monther Aldwairi. Feature Extraction and Selection for Tweets Authorship Authentication. Journal of Ambient Intelligence and Humanized Computing (JAIHC) 8(3): 383-393, June 2017. https://doi.org/10.1007/s12652-017-0452-1 https://www.researchgate.net/publication/313423831
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Mahmoud Al-Ayyoub, Ahmed Alwajeeh and Ismail Hmeidi. An extensive study of authorship authentication of Arabic articles. International Journal of Web Information Systems (IJWIS) 13(1): 85-104, 2017. https://doi.org/10.1108/IJWIS-03-2016-0011 https://www.researchgate.net/publication/316364709 https://github.com/AAlwajeeh/ArabicSF
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Abdullateef Rabab'ah, Mahmoud Al-Ayyoub, Yaser Jararweh and Monther Aldwairi. Authorship Attribution of Arabic Tweets. In the 13th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA), 2016. https://doi.org/10.1109/AICCSA.2016.7945818 https://www.researchgate.net/publication/311402559
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Jafar Al-Badarneh, Bashar Talafha, Mahmoud Al-Ayyoub, Belal Zaqaibeh, Mohammad Al-Smadi, Yaser Jararweh and Elhadj Benkhelifa. Using Big Data Analytics for Authorship Authentication of Arabic Tweets. In the 8th IEEE/ACM International Conference on Utility and Cloud Computing (UCC), 2015. https://doi.org/10.1109/UCC.2015.80 https://www.researchgate.net/publication/286579758
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Raddad Abooraig, Ahmed Alwajeeh, Mahmoud Al-Ayyoub and Ismail Hmeidi. On the Automatic Categorization of Arabic Articles Based on Their Political Orientation. In the Third International Conference on Informatics Engineering and Information Science (ICIEIS), 2014. https://www.researchgate.net/publication/265852779 https://github.com/malayyoub/Arabic-Articles-Political-Orientation
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Ahmed Alwajeeh, Mahmoud Al-Ayyoub and Ismail Hmeidi. On Authorship Authentication of Arabic Articles. In the 5th International Conference on Information and Communication Systems (ICICS), 2014. https://doi.org/10.1109/IACS.2014.6841973 https://www.researchgate.net/publication/271550659
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Mahmoud Al-Ayyoub, Aya Nuseir, Kholoud Alsmearat, Yaser Jararweh and Brij Gupta. Deep Learning for Arabic NLP: A Survey. Journal of Computational Science 26: 522-531, May 2018. https://doi.org/10.1016/j.jocs.2017.11.011 https://www.researchgate.net/publication/321386849