An Improved Model for the Evaluation of Search Engine Result Pages Using Hybridized Evaluation Techniques

Authors:P. N. Idyorough, I. T. Ayorinde

Affiliations: - Department of Computer Science and Informatics, Federal University Otuoke, Nigeria. - Department of Computer Science, University of Ibadan, Nigeria

DOI: https://doi.org/10.5281/zenodo.14856761

Journal: GPH-International Journal Of Computer Science and Engineering

Volume: 8, Issue: 01

Pages: 01-12

Publication Date: February 10, 2025

Publisher: Global Publication House

Abstract

In this paper, the hybridised ranking system was developed by utilising WPR to evaluate the structural importance of web pages by assigning values to both the incoming and outgoing links and also other web pages it is connected to while incorporating CTR metrics to account for user activities and TF-IDF to reduce the weight of commonly used words...

Keywords

Search engines, ranking algorithm, Weighted PageRank algorithm, Term frequency-inverse document frequency, Click-through rate

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References

• Rani, R., & Jain, V. (2013). Weighted PageRank using the Rank Improvement. International Journal of Scientific and Research Publications, ISSN: 2250-3153, 3(7), 3–7.
• Ullah, A., Nawi, N. M., Sutoyo, E., Shazad, A., & Naqeeb, S. (2018). Search Engine Optimization Algorithms for Page Ranking: International Journal of Integrated Engineering, 10 No. 6, 19–25. https://doi.org/10.30880/ijie.2018.10.06.003.
• Xing, W. & Ghorbani, A. (2004). Weighted PageRank Algorithm.
• Tyagi, N. & Sharma, S. (2012). Weighted Page Rank Algorithm Based on Number of Visits of Links of Web Page, 3, 441–446.
• Shaffi, S. S. & Muthulakshmi, I. (2023). Weighted PageRank Algorithm Search Engine Ranking Model for Web Pages. Intelligent Automation and Soft Computing, 36(1), 183–192. https://doi.org/10.32604/iasc.2023.031494.