Extracting Named Entities Using Named Entity Recognizer and Generating Topics Using Latent Dirichlet Allocation Algorithm for Arabic News Articles

US National Science Foundation grants DUE-1141209 and IIS-1319578. Grant # 4-029-1-007 from the Qatar National Research Fund (a member of Qatar Foundation).

[1]  W. Bruce Croft,et al.  LDA-based document models for ad-hoc retrieval , 2006, SIGIR.

[2]  Nizar Habash,et al.  Introduction to Arabic Natural Language Processing , 2010, Introduction to Arabic Natural Language Processing.

[3]  Hinrich Schütze,et al.  Introduction to information retrieval , 2008 .

[4]  Thomas Hofmann,et al.  Probabilistic Latent Semantic Analysis , 1999, UAI.

[5]  Fredric C. Gey,et al.  The TREC 2002 Arabic/English CLIR Track , 2002, TREC.

[6]  Rafael Berlanga Llavori,et al.  Topic discovery based on text mining techniques , 2007, Inf. Process. Manag..

[7]  Mark Steyvers,et al.  Finding scientific topics , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[8]  Khaled Shaalan,et al.  NERA: Named Entity Recognition for Arabic , 2009, J. Assoc. Inf. Sci. Technol..

[9]  James Allan,et al.  Topic Models for Summarizing Novelty , 2001 .

[10]  Kareem Darwish,et al.  Named Entity Recognition using Cross-lingual Resources: Arabic as an Example , 2013, ACL.

[11]  David M. Blei,et al.  Probabilistic topic models , 2012, Commun. ACM.

[12]  Michael I. Jordan,et al.  Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..

[13]  Saleem Abuleil,et al.  Extracting Names From Arabic Text for Question-Answering Systems , 2004, RIAO.

[14]  I. C. Mogotsi,et al.  Christopher D. Manning, Prabhakar Raghavan, and Hinrich Schütze: Introduction to information retrieval , 2010, Information Retrieval.

[15]  Ahmed Ech-Cherif,et al.  Arabic texts analysis for topic modeling evaluation , 2011, Information Retrieval.

[16]  Victor Lavrenko,et al.  Language-specific models in multilingual topic tracking , 2004, SIGIR '04.

[17]  Shimei Pan,et al.  Interactive, topic-based visual text summarization and analysis , 2009, CIKM.

[18]  BenajibaY.,et al.  Arabic Named Entity Recognition , 2009 .

[19]  Yassine Benajiba Arabic Named Entity Recognition , 2010, Proces. del Leng. Natural.