Intelligent Interaction System of Distance Education Based on Natural Language Matching
| Autor: | Lian-duo Yan, Xiu-lan Ma, Li-ling Wang |
|---|---|
| Rok vydání: | 2012 |
| Předmět: |
Matching (statistics)
Thesaurus (information retrieval) Information retrieval Relation (database) business.industry Computer science Semantic analysis (machine learning) Distance education Approximate string matching computer.software_genre Knowledge base Artificial intelligence business computer Natural language processing Natural language |
| Zdroj: | Advances in Intelligent and Soft Computing ISBN: 9783642293894 |
| DOI: | 10.1007/978-3-642-29390-0_39 |
| Popis: | Rapid development of distance education enables intelligent interaction as an important part to utilize resources in knowledge database of distance education network and to automatically answer questions from students. It can also improve teaching efficiency and quality. Therefore, intelligent interaction system also becomes a research focus. The proposed system represents relation among words by establishing natural language thesaurus database. It returns the closest answer by computing similarity among questions. Key techniques as natural language processing, semantic analysis and fuzzy matching to implement intelligent interaction system were also presented. |
| Databáze: | OpenAIRE |
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