基于网页分类的核心特征和网页结构研究

Q4 Engineering

International Journal of Wireless and Mobile Computing Pub Date : 2014-05-01 DOI:10.1504/IJWMC.2014.062003

Zeng-min Geng, Jianxia Du

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引用次数: 3

摘要

当前网页数量的爆炸式增长使得网页分类技术的研究成为网络挖掘的一个热点。本文通过多种特征选择和分类方法介绍了时尚文档语料库的实验数据，给出了基于核心特征术语的特定文档的表征表达式，并提出了基于web结构的网页分类算法。通过对时尚网页语料库的分类实验，该算法比其他分类算法具有更高的准确率，相对于网页结构调整前的结果提高了几个点。本文所研究的算法可以应用于时装网页之外的其他领域。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Research on web page classification-based core characteristics and web structure

The explosive growth of web pages currently makes the research on web page classification technology a hotspot of web mining. This paper introduces experiment data of fashion document corpus by many feature selection and classification methods, gives characterising expressions for specific documents based on core feature terms and web page categorisation algorithm is put forward based on web structure. Through the classification experiment on fashion web pages corpus, the algorithm has higher accuracy rate than other classification algorithms, and thus improves several points relative to the result before adjustment on web structure. The algorithms studied in this paper can be applied in other domains besides web pages of fashions.

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来源期刊

International Journal of Wireless and Mobile Computing Computer Science-Computer Science (all)

CiteScore

0.80

自引率

0.00%

发文量

期刊介绍： The explosive growth of wide-area cellular systems and local area wireless networks which promise to make integrated networks a reality, and the development of "wearable" computers and the emergence of "pervasive" computing paradigm, are just the beginning of "The Wireless and Mobile Revolution". The realisation of wireless connectivity is bringing fundamental changes to telecommunications and computing and profoundly affects the way we compute, communicate, and interact. It provides fully distributed and ubiquitous mobile computing and communications, thus bringing an end to the tyranny of geography.