Title :
Research and application of information retrieval techniques in Intelligent Question Answering System
Author :
Yunjuan, Liang ; Lijun, Zhang ; Lijuan, Ma ; Qinglin, Miao
Author_Institution :
Sch. of Inf. Eng., Henan Inst. of Sci. & Technol., Xinxiang, China
Abstract :
Question and answer system, which is a full-text retrieval system based on dynamic knowledge library, is an important segment of remote education platform. Information retrieval technique is a key technology to make the success of Intelligent Question Answering System. The paper gave research and analysis on the inverted index technology and adopted the improved TFIDF weighting formula in order to improve the accuracy of retrieval explained; introduced a distributed multi-threading technology, cache technology in the retrieval system. Finally found the best program about the system, making it become intelligent interaction of the Question and Answering platform.
Keywords :
libraries; multi-threading; question answering (information retrieval); cache technology; distributed multi-threading technology; dynamic knowledge library; information retrieval technique; intelligent question answering system; inverted index technology; Artificial intelligence; Education; Indexing; Information retrieval; Query processing; Information Searching Technology; Intelligent Answer System; Inverted index;
Conference_Titel :
Computer Research and Development (ICCRD), 2011 3rd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-839-6
DOI :
10.1109/ICCRD.2011.5764111
