DocumentCode :
3119400
Title :
Question classification for Arabic Question Answering Systems
Author :
Al Chalabi, Hani Maluf ; Ray, Santosh Kumar ; Shaalan, Khaled
Author_Institution :
Inf. Technol. Dept., Al Khawarizmi Int. Coll., Al Ain, United Arab Emirates
fYear :
2015
fDate :
17-19 May 2015
Firstpage :
310
Lastpage :
313
Abstract :
Due to very fast growth of information in the last few decades, getting precise information in real time is becoming increasingly difficult. Search engines such as Google and Yahoo are helping in finding the information but the information provided by them are in the form of documents which consumes a lot of time of the user. Question Answering Systems have emerged as a good alternative to search engines where they produce the desired information in a very precise way in the real time. This saves a lot of time for the user. There has been a lot of research in the field of English and some European language Question Answering Systems. However, Arabic Question Answering Systems could not match the pace due to some inherent difficulties with the language itself as well as due to lack of tools available to assist the researchers. Question classification is a very important module of Question Answering Systems. In this paper, we are presenting a method to accurately classify the Arabic questions in order to retrieve precise answers. The proposed method gives promising results.
Keywords :
natural language processing; question answering (information retrieval); search engines; Arabic question answering systems; English question answering systems; European language question answering systems; Google search engine; Yahoo search engine; question classification; Conferences; Grammar; IP networks; Knowledge discovery; Syntactics; Taxonomy; Arabic Question Answering Systems; Interrogative Particles; Nooj; Question Classification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information and Communication Technology Research (ICTRC), 2015 International Conference on
Conference_Location :
Abu Dhabi
Type :
conf
DOI :
10.1109/ICTRC.2015.7156484
Filename :
7156484
Link To Document :
بازگشت