An Improved HITS Algorithm Based on Analysis of Web Page Links and Web Content Similarity

• Published in: 2016 International Conference on Cyberworlds (CW) pp. 147 - 150
• Main Author: Weiming Yang
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.09.2016
• Subjects: Algorithm design and analysis; Authority page; Computational efficiency; Computers; Correlation; Crawlers; HITS algorithm; Hub page; Symmetric matrices; Web content similarity; Web pages

HITS (HyperLink-Induced Topic Search) is a classical link analysis algorithm for analyzing WSM (Web Structure Mining). The algorithm takes into consideration of the structural information of links but ignores the correlation between pages and topics. In some cases, the problem of "topic drift&q...