Request dependency graph: A model for web usage mining in large-scale web of things

J Liu, C Fang, N Ansari - IEEE Internet of Things Journal, 2015 - ieeexplore.ieee.org
In the Web of Things (WoT) environment, Web traffic logs contain valuable information of
how people interact with smart devices and Web servers. Mining the wealth of information …

A taxonomy of web prediction algorithms

J Domenech, B De La Ossa, J Sahuquillo, JA Gil… - Expert Systems with …, 2012 - Elsevier
Web prefetching techniques are an attractive solution to reduce the user-perceived latency.
These techniques are driven by a prediction engine or algorithm that guesses following …

Referrer Graph: A cost-effective algorithm and pruning method for predicting web accesses

B de la Ossa, JA Gil, J Sahuquillo, A Pont - Computer communications, 2013 - Elsevier
This paper presents the Referrer Graph (RG) web prediction algorithm and a pruning
method for the associated graph as a low-cost solution to predict next web users accesses …

Key factors in web latency savings in an experimental prefetching system

BA de la Ossa, J Sahuquillo, A Pont, JA Gil - Journal of Intelligent …, 2012 - Springer
Although Internet service providers and communications companies are continuously
offering higher and higher bandwidths, users still complain about the high latency they …

[PDF][PDF] Graph based prediction model to improve web prefetching

P Venketesh, R Venkatesan - International Journal of Computer …, 2011 - academia.edu
Web prefetching is an effective technique used to mitigate the user perceived latency by
making predictions about the user's future requests and prefetching them before the user …

Assessing the Feasibility of Web-Request Prediction Models on Mobile Platforms

Y Zhao, S Yin, A Sejfia, MS Laser… - 2021 IEEE/ACM 8th …, 2021 - ieeexplore.ieee.org
Prefetching web pages is a well-studied solution to reduce network latency by predicting
users' future actions based on their past behaviors. However, such techniques are largely …

Exploration of Web page structural patterns based on request dependency graph decomposition

C Fang, BY Liu - International Journal of Digital Crime and Forensics …, 2016 - igi-global.com
This article first proposed a Bipartite Request Dependency Graph (BRDG) that describes the
object-level interrelationships between user click requests and embedded web object …

Predicting touch operations by using hover information in smartphones for data prefetching

T Onishi, T Shiroshima - 2016 IEEE International Conference …, 2016 - ieeexplore.ieee.org
This paper presents new methods to predict input operations on smartphones. Frequently
occurring poor network conditions such as low signal strength or congestion of the radio link …

A comparison of prediction algorithms for prefetching in the current web

J Domenech, J Sahuquillo Borrás… - Journal of Web …, 2012 - riunet.upv.es
[EN] This paper reviews a representative subset of the prediction algorithms used for Web
prefetching classifying them according to the information gathered. Then, the DDG algorithm …

Web prefetching techniques in real environments

BA de la Ossa Pérez - 2012 - riunet.upv.es
Esta tesis estudia la aplicación a la World Wide Web (WWW) de las técnicas de
prebúsqueda desde un punto de vista realista y práctico. La prebúsqueda se aplica a la …