Title :
The Architecture of ProMe Instant Question Answering System
Author :
Guangzhi Zhang ; Tao Jiang ; Rongfang Bie ; Xiaochun Liu ; Zhichun Wang ; Junyang Rao
Author_Institution :
Coll. of Inf. Sci. & Technol., Beijing Normal Univ., Beijing, China
Abstract :
An instant question answering system ProMe is proposed in this paper which sets automated question answering system as prototype and combines with the search engines and instant messenger. For any question queried by a user, ProMe looks for the answers in the flow of three methods. The first one is to match questions in FAQ database with TF-IDF (Term Frequency-Inverse Document Frequency) algorithm. If still not found, submit it to some search engines and get the answers by extracting information from the web pages returned by the search engine. If the answer is not found or not satisfied after evaluation, it will be sent to other users who are probably interested in it through instant messengers, and get the final answers. Experimental results show that ProMe greatly improves the effectiveness of the automated question answering systems. It can be applied for information searching to provide real-time and personalized information search services for mobile Internet users.
Keywords :
Internet; document handling; electronic messaging; mobile computing; question answering (information retrieval); search engines; FAQ database; ProMe instant question answering system; TF-IDF algorithm; Web pages; automated question answering system; information extraction; instant messenger; mobile Internet users; personalized information search services; question matching; search engines; term frequency-inverse document frequency algorithm; Algorithm design and analysis; Data mining; HTML; Knowledge discovery; Search engines; Web pages; FAQ; TF-IDF; information retrieval; question answering system; similarity calculation;
Conference_Titel :
Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), 2013 International Conference on
Conference_Location :
Beijing
DOI :
10.1109/CyberC.2013.46