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» Web Page Classification: A Soft Computing Approach
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WWW
2007
ACM
14 years 7 months ago
Web page classification with heterogeneous data fusion
Web pages are more than text and they contain much contextual and structural information, e.g., the title, the meta data, the anchor text, etc., each of which can be seen as a dat...
Zenglin Xu, Irwin King, Michael R. Lyu
ICDE
2005
IEEE
126views Database» more  ICDE 2005»
14 years 18 days ago
WEBVIGIL: Monitoring Multiple Web Pages and Presentation of XML Pages
In the case of large-scale distributed environments such as the Internet, users are interested in monitoring changes to a particular web page (XML or HTML). There are many instanc...
Shravan Chamakura, Alpa Sachde, Sharma Chakravarth...
ICPR
2010
IEEE
13 years 5 months ago
Enhancing Web Page Classification via Local Co-training
Abstract--In this paper we propose a new multi-view semisupervised learning algorithm called Local Co-Training (LCT). The proposed algorithm employs a set of local models with vect...
Youtian Du, Xiaohong Guan, Zhongmin Cai
HICSS
2009
IEEE
150views Biometrics» more  HICSS 2009»
14 years 1 months ago
An N-Gram Based Approach to Automatically Identifying Web Page Genre
The research reported in this paper is the first phase of a larger project on the automatic classification of web pages by their genres, using ngram representations of the web pag...
Jane E. Mason, Michael A. Shepherd, Jack Duffy
CIKM
2009
Springer
14 years 1 months ago
Improving web page classification by label-propagation over click graphs
In this paper, we present a semi-supervised learning method for web page classification, leveraging click logs to augment training data by propagating class labels to unlabeled si...
Soo-Min Kim, Patrick Pantel, Lei Duan, Scott Gaffn...