Research and Design of Web Crawler for Music Resources Finding

Author:

Chen Xiu Xia1,Shang Wen Qian1

Affiliation:

1. Communication University of China

Abstract

This paper designs an automatic web crawler system which crawls music resources on the Internet. Firstly, this paper gives the architecture of the system and the function of each module; then describes the detailed design of each module; Finally, the key technologies and algorithms used in the system are given in a detailed description, including the use of χ2 statistics to select feature words, TF-IDF algorithm to calculate the weights of feature words, the correlation of web page and music theme using vector space model.

Publisher

Trans Tech Publications, Ltd.

Reference8 articles.

1. C. Shi, C. Xu and X. Yang : Research of TFIDF Algorithm, Journal of Computer Applications, 2009, 29(6): 167 -170.

2. X. Fang, X. Liu: The Research of Mutual Information Feature Selection in Text Categorization, Computer Engineering and Applications , 2010, 46(34): 123-125.

3. Y. Zhang, B. Wan and Z. Xiong: The Research of Feature Dimension Reduction in Text Categorization, Journal of Computer Applications , 2012, 29 (7).

4. Y. Ren, R. Yang and M. Yin: Text Feature Selection Method Based on Information Gain, Computer Science, 2012, 39 (11): 127 -130.

5. J. Su,B. Zhang and X. Xu: Text Classification Technology Progress Research Based on Machine Learning, Journal of Software, 2006, 17(9) : 1848 -1859.

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