Title :
A human simulating mechanism for Chinese information filtering
Author :
Hu, Junhua ; Yang, Bo
Author_Institution :
Sch. of Inf. Sci. & Eng., Jinan Univ., China
Abstract :
In this paper, a mechanism of Chinese text filtering is proposed, which combines two analysis methods, top-down analysis (driven by expectation) with down-top analysis (driven by language), by analyzing and simulating human thought and behavior in manual filtering. Also, the traditional statistical method and syntax analysis of Chinese text are united by the mechanism. This technique can improve both efficiency and precision of the text filtering system.
Keywords :
natural languages; online front-ends; text analysis; Chinese text filtering; down-top analysis; human simulation mechanism; manual filtering; natural language processing; syntax analysis; top-down analysis; traditional statistical method; word frequency statistics; Analytical models; Brain modeling; Frequency; Humans; Information analysis; Information filtering; Information filters; Natural language processing; Natural languages; Statistical analysis;
Conference_Titel :
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN :
0-7803-7268-9
DOI :
10.1109/WCICA.2002.1020853