Digital spectral analysis: with applications
Digital spectral analysis: with applications
IEEE Transactions on Computers
Characterizing browsing strategies in the World-Wide Web
Proceedings of the Third International World-Wide Web conference on Technology, tools and applications
Main memory caching of Web documents
Proceedings of the fifth international World Wide Web conference on Computer networks and ISDN systems
Performance engineering of the World Wide Web: application to dimensioning and cache design
Proceedings of the fifth international World Wide Web conference on Computer networks and ISDN systems
Online prediction algorithms for databases and operating systems
Online prediction algorithms for databases and operating systems
ACM Computing Surveys (CSUR)
Explaining World Wide Web Traffic Self-Similarity
Explaining World Wide Web Traffic Self-Similarity
A Prefetching Protocol Using Client Speculation for the WWW
A Prefetching Protocol Using Client Speculation for the WWW
Characteristics of WWW Client-based Traces
Characteristics of WWW Client-based Traces
Using Speculation to Reduce Server Load and Service Time on the WWW
Using Speculation to Reduce Server Load and Service Time on the WWW
Application-Level Document Caching in the Internet
Application-Level Document Caching in the Internet
Fido: A Cache That Learns To Fetch
Fido: A Cache That Learns To Fetch
Design and Evaluation of a Distributed Cache Architecture with Prediction
Design and Evaluation of a Distributed Cache Architecture with Prediction
Improving World Wide Web Latency
Improving World Wide Web Latency
IBM Journal of Research and Development
Fractal nature of software-cache interaction
IBM Journal of Research and Development
Web prefetching between low-bandwidth clients and proxies: potential and performance
SIGMETRICS '99 Proceedings of the 1999 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Enabling scalable online personalization on the Web
Proceedings of the 2nd ACM conference on Electronic commerce
A survey of web caching schemes for the Internet
ACM SIGCOMM Computer Communication Review
Measuring similarity of interests for clustering web-users
ADC '01 Proceedings of the 12th Australasian database conference
Summary of WWW characterizations
World Wide Web
Prediction of Web Page Accesses by Proxy Server Log
World Wide Web
WebCompanion: A Friendly Client-Side Web Prefetching Agent
IEEE Transactions on Knowledge and Data Engineering
Non-crisp Clustering by Fast, Convergent, and Robust Algorithms
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Categorizing Visitors Dynamically by Fast and Robust Clustering of Access Logs
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
WEBKDD '99 Revised Papers from the International Workshop on Web Usage Analysis and User Profiling
An architecture to support scalable online personalization on the Web
The VLDB Journal — The International Journal on Very Large Data Bases
Clustering of Web Users Using Session-Based Similarity Measures
ICCNMC '01 Proceedings of the 2001 International Conference on Computer Networks and Mobile Computing (ICCNMC'01)
Web-application centric object prefetching
Journal of Systems and Software
A Keyword-Based Semantic Prefetching Approach in Internet News Services
IEEE Transactions on Knowledge and Data Engineering
Characterizing Web Usage Regularities with Information Foraging Agents
IEEE Transactions on Knowledge and Data Engineering
Improving the performance of client web object retrieval
Journal of Systems and Software
Object prefetching using semantic links
ACM SIGMIS Database
Web prefetching performance metrics: a survey
Performance Evaluation
Semantic prefetching objects of slower web site pages
Journal of Systems and Software
USITS'99 Proceedings of the 2nd conference on USENIX Symposium on Internet Technologies and Systems - Volume 2
Alleviating the latency and bandwidth problems in WWW browsing
USITS'97 Proceedings of the USENIX Symposium on Internet Technologies and Systems on USENIX Symposium on Internet Technologies and Systems
Web usage mining with intentional browsing data
Expert Systems with Applications: An International Journal
Proceedings of the 4th Annual International Conference on Wireless Internet
Watching user generated videos with prefetching
MMSys '11 Proceedings of the second annual ACM conference on Multimedia systems
User’s rough set based fuzzy interest model in mining WWW cache
ISPA'05 Proceedings of the 2005 international conference on Parallel and Distributed Processing and Applications
Watching user generated videos with prefetching
Image Communication
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World-Wide Web (WWW) services have grown to levels where significant delays are expected to happen. Pre-fetching techniques are likely to help reduce waiting times. However, pre-fetching is only effective if the right documents are identified and if user's move is correctly predicted. Therefore, it is productive to determine whether a revisit will occur or not, before starting pre-fetching. In this paper we develop two user models that help determine user's next move. One model uses Random Walk approximation and the other is based on Digital Signal Processing techniques. We also give hints on how to use such models with a simple pre-fetching technique that we are developing.