Web page classification using RNN

E Buber, B Diri - Procedia Computer Science, 2019 - Elsevier
Web page classification is an information retrieval application that provides useful
information that can be a basis for many different application domains. In this study, a deep …

[PDF][PDF] Webpage classification based on compound of using HTML features & URL features and features of sibling pages

D Sara-Meshkizadeh, A Masoud-Rahmani - Int. J. Adv. Comput. Technol, 2010 - Citeseer
Webpage classification plays an important role in information organization and retrieval. It
involves assignment of one webpage to one or more than one predetermined categories …

[HTML][HTML] Improved term weighting technique for automatic web page classification

K Thangairulappan, AD Kanagavel - Journal of Intelligent Learning …, 2016 - scirp.org
Automatic web page classification has become inevitable for web directories due to the
multitude of web pages in the World Wide Web. In this paper an improved Term Weighting …

Full content-based web page classification methods by using deep neural networks

S Suleymanzade, F Abdullayeva - Statistics, optimization & information …, 2021 - iapress.org
The quality of the web page classification process has a huge impact on information retrieval
systems. In this paper, we proposed to combine the results of text and image data classifiers …

UPCA: an efficient URL-pattern based algorithm for accurate web page classification

Y Yang, L Zhang, G Liu, E Chen - 2015 12th International …, 2015 - ieeexplore.ieee.org
With the explosive growth of Web pages appearing in the Internet and mobile Internet, it is
quite challenging for Web search engines to provide users with desirable results from large …

A genetic algorithm based optimal feature selection for web page classification

SA Özel - 2011 International Symposium on Innovations in …, 2011 - ieeexplore.ieee.org
In this study we propose a genetic algorithm to select best features for Web page
classification problem to improve accuracy and run time performance of the classifiers. The …

[PDF][PDF] Web classification approach using reduced vector representation model based on html tags

VRMBON HTML - Journal of Theoretical and Applied Information …, 2013 - academia.edu
Automatic web page classification plays an essential role in information retrieval, web
mining and web semantics applications. Web pages have special characteristics (such as …

A review of machine learning algorithms for web page classification

L Safae, B El Habib… - 2018 IEEE 5th International …, 2018 - ieeexplore.ieee.org
The internet contains a large amount of data, to exploit it a special treatment of its content
should be done, and a particular web information system should be developed. As a critical …

Machine learning in search engines

MNA Sunny - 2020 - dl.saintgits.org
The relevance of a web page is an innately biased matter and based on readers knowledge,
interests and attitudes, web page is depended. To say justly about the relative importance of …

Domain Identification and Classification of Web Pages Using Artificial Neural Network

S Gupta, KK Bhatia - International Conference on Advances in Computing …, 2013 - Springer
A huge amount of data has been made available on the WWW [3] lately most of which
remains inaccessible to the usual Web crawlers as those web pages are generated …