Web Page Prediction for Web Personalization: A Review

Web Page Prediction for Web Personalization: A Review

Article ID

ZR9T3

,

Web Page Prediction for Web Personalization: A Review

R.Khanchana Karpagam University

Dr.M.Punithavalli

DOI

Access OJS

Abstract

This paper proposes a survey of Web Page Ranking for web personalization. Web page prefetching has been widely used to reduce the access latency problem of the Internet. However, if most prefetched web pages are not visited by the users in their subsequent accesses, the limited network bandwidth and server resources will not be used efficiently and may worsen the access delay problem. Therefore, it is critical that we have an accurate prediction method during prefetching. The technique like Markov models have been widely used to represent and analyze user‘s navigational behavior (usage data) in the Web graph, using the transitional probabilities between web pages, as recorded in the web logs. The recorded users‘ navigation is used to extract popular web paths and predict current users‘ next steps.

Web Page Prediction for Web Personalization: A Review

This paper proposes a survey of Web Page Ranking for web personalization. Web page prefetching has been widely used to reduce the access latency problem of the Internet. However, if most prefetched web pages are not visited by the users in their subsequent accesses, the limited network bandwidth and server resources will not be used efficiently and may worsen the access delay problem. Therefore, it is critical that we have an accurate prediction method during prefetching. The technique like Markov models have been widely used to represent and analyze user‘s navigational behavior (usage data) in the Web graph, using the transitional probabilities between web pages, as recorded in the web logs. The recorded users‘ navigation is used to extract popular web paths and predict current users‘ next steps.

Authors

R.Khanchana Karpagam University

Dr.M.Punithavalli

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How to Cite

R.Khanchana. 1970. “. Unknown Journal GJCST Volume 11 (GJCST Volume 11 Issue 7): .

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GJCST Volume 11 Issue 7
Pg. 39- 44

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Submission Received February 27, 2011
Accepted March 23, 2011
Published April 3, 2011

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Article Matrices

Total Score: 107

Country: India

Subject: Uncategorized

Authors: R.Khanchana, Dr.M.Punithavalli (PhD/Dr. count: 1)

View Count (all-time): 52

Total Views (Real + Logic): 20690

Total Downloads (simulated): 10596

Publish Date: 1970 01, Thu

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Total Views: 20690

Total Downloads: 10596

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