JOURNAL ARTICLE

Research and application of information retrieval techniques in Intelligent Question Answering System

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:
Question answering Computer science Information retrieval tf–idf Inverted index Key (lock) Weighting Human–computer information retrieval Document retrieval Index (typography) Term (time) World Wide Web Search engine indexing Search engine

Metrics

6
Cited By
2.24
FWCI (Field Weighted Citation Impact)
4
Refs
0.91
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Service-Oriented Architecture and Web Services
Physical Sciences →  Computer Science →  Information Systems
Advanced Text Analysis Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence
Text and Document Classification Technologies
Physical Sciences →  Computer Science →  Artificial Intelligence

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