NDLI: A real time Named Entity Recognition system for Arabic text mining

Content Provider	Springer Nature Link
Author	Al Jumaily, Harith Martínez, Paloma Martínez Fernández, José L. Goot, Erik
Copyright Year	2011
Abstract	Arabic is the most widely spoken language in the Arab World. Most people of the Islamic World understand the Classic Arabic language because it is the language of the Qur’an. Despite the fact that in the last decade the number of Arabic Internet users (Middle East and North and East of Africa) has increased considerably, systems to analyze Arabic digital resources automatically are not as easily available as they are for English. Therefore, in this work, an attempt is made to build a real time Named Entity Recognition system that can be used in web applications to detect the appearance of specific named entities and events in news written in Arabic. Arabic is a highly inflectional language, thus we will try to minimize the impact of Arabic affixes on the quality of the pattern recognition model applied to identify named entities. These patterns are built up by processing and integrating different gazetteers, from DBPedia ( http://dbpedia.org/About , 2009) to GATE (A general architecture for text engineering, 2009) and ANERGazet ( http://users.dsic.upv.es/grupos/nle/?file=kop4.php ).
Starting Page	543
Ending Page	563
Page Count	21
File Format	PDF
ISSN	1574020X
Journal	Computers and the Humanities
Volume Number	46
Issue Number	4
e-ISSN	15740218
Language	English
Publisher	Springer Netherlands
Publisher Date	2011-05-01
Publisher Place	Dordrecht
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Arabic language Text mining Named Entity Recognition Event detection Morphological analysis Root extraction Languages and Literature Linguistics (general) Computational Linguistics Computer Science
Content Type	Text
Resource Type	Article
Subject	Education Library and Information Sciences Linguistics and Language

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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