A caching relay for the World Wide Web
Selected papers of the first conference on World-Wide Web
How people revisit web pages: empirical findings and implications for the design of history systems
International Journal of Human-Computer Studies - Special issue: World Wide Web usability
Self-similarity in World Wide Web traffic: evidence and possible causes
IEEE/ACM Transactions on Networking (TON)
Generating representative Web workloads for network and server performance evaluation
SIGMETRICS '98/PERFORMANCE '98 Proceedings of the 1998 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Trawling the Web for emerging cyber-communities
WWW '99 Proceedings of the eighth international conference on World Wide Web
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
Exploiting location information for infostation-based hoarding
Proceedings of the 7th annual international conference on Mobile computing and networking
Web page scoring systems for horizontal and vertical search
Proceedings of the 11th international conference on World Wide Web
Knowledge and Information Systems
TPC-W: A Benchmark for E-Commerce
IEEE Internet Computing
Proceedings of the 27th International Conference on Very Large Data Bases
Who Links to Whom: Mining Linkage between Web Sites
ICDM '01 Proceedings of the 2001 IEEE International Conference on Data Mining
A large-scale study of the evolution of web pages
WWW '03 Proceedings of the 12th international conference on World Wide Web
The internet vs e-commerce servers: when will server performance matter?
CASCON '98 Proceedings of the 1998 conference of the Centre for Advanced Studies on Collaborative research
Mining longest repeating subsequences to predict world wide web surfing
USITS'99 Proceedings of the 2nd conference on USENIX Symposium on Internet Technologies and Systems - Volume 2
Enhancing hyperlink structure for improving web performance
Journal of Web Engineering
Hoarding location-based data using clustering
Proceedings of the 4th ACM international workshop on Mobility management and wireless access
Knowledge worker intranet behaviour and usability
International Journal of Business Intelligence and Data Mining
Monitoring the application-layer DDoS attacks for popular websites
IEEE/ACM Transactions on Networking (TON)
A large-scale hidden semi-Markov model for anomaly detection on user browsing behaviors
IEEE/ACM Transactions on Networking (TON)
Detecting fraudulent use of cloud resources
Proceedings of the 3rd ACM workshop on Cloud computing security workshop
The framework of a people recommender based on a time series of user preferences
Proceedings of the 2012 workshop on Data-driven user behavioral modelling and mining from social media
Modeling web usage profiles of cloud services for utility cost analysis
Proceedings of the Winter Simulation Conference
| Hi-index | 0.00 |
The performance evaluation of Web applications usually requires the analysis of sequences of user requests for specific Web pages. These sequences can be obtained, for example, by applying empirical methods (recording the real sequence of requests), or by applying a formal model for generating synthetic results. In this paper, we present our Web Browsing Model and and its implementation as part of our novel User Centric Walk algorithm. By taking into account the hyperlink structure as well as the different user behavior on the Web, User Centric Walk allows us to generate accurate synthetic data that can be used instead of empirically obtained requests. Additionally, in this paper we show using empirical data that the probability of choosing some hyperlink from a given page as well as the probability of a user leaving a page without following a hyperlink is best characterized by a power-law. Finally, we show the flexibility and applicability of our model by performing the required correlations to empirical data, in order to validate our approach.