A survey of Web crawlers for information retrieval

M Kumar, R Bhatia, D Rattan - Wiley Interdisciplinary Reviews …, 2017 - Wiley Online Library
Performance of any search engine relies heavily on its Web crawler. Web crawlers are the
programs that get webpages from the Web by following hyperlinks. These webpages are …

The impact of preprocessing on text classification

AK Uysal, S Gunal - Information processing & management, 2014 - Elsevier
Preprocessing is one of the key components in a typical text classification framework. This
paper aims to extensively examine the impact of preprocessing on text classification in terms …

A novel multivariate filter method for feature selection in text classification problems

M Labani, P Moradi, F Ahmadizar, M Jalili - Engineering Applications of …, 2018 - Elsevier
With increasing number of documents in digital format, automatic text categorization has
become a crucial task in pattern recognition problems. To ease the classification task …

A novel probabilistic feature selection method for text classification

AK Uysal, S Gunal - Knowledge-Based Systems, 2012 - Elsevier
High dimensionality of the feature space is one of the most important concerns in text
classification problems due to processing time and accuracy considerations. Selection of …

[HTML][HTML] From Web Catalogs to Google: A Retrospective Study of Web Search Engines Sustainable Development

M Duka, M Sikora, A Strzelecki - Sustainability, 2023 - mdpi.com
This study presents a review of search engines and search engine optimization and shows
how the search engine landscape relates to sustainable development. We have used a …

Classifier and feature set ensembles for web page classification

A Onan - Journal of Information Science, 2016 - journals.sagepub.com
Web page classification is an important research direction on web mining. The abundant
amount of data available on the web makes it essential to develop efficient and robust …

Web page classification: a survey of perspectives, gaps, and future directions

M Hashemi - Multimedia Tools and Applications, 2020 - Springer
The explosive growth of the amount of information on Internet has made Web page
classification essential for Web information management, retrieval, and integration, Web …

[HTML][HTML] Using machine learning for web page classification in search engine optimization

G Matošević, J Dobša, D Mladenić - Future Internet, 2021 - mdpi.com
This paper presents a novel approach of using machine learning algorithms based on
experts' knowledge to classify web pages into three predefined classes according to the …

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 …

[HTML][HTML] Semantic features with contextual knowledge-based web page categorization using the GloVe model and stacked BiLSTM

AK Nandanwar, J Choudhary - Symmetry, 2021 - mdpi.com
Internet technologies are emerging very fast nowadays, due to which web pages are
generated exponentially. Web page categorization is required for searching and exploring …