New data structures for orthogonal range queries
SIAM Journal on Computing
Characterizing browsing strategies in the World-Wide Web
Proceedings of the Third International World-Wide Web conference on Technology, tools and applications
Using predictive prefetching to improve World Wide Web latency
ACM SIGCOMM Computer Communication Review
Algorithms on strings, trees, and sequences: computer science and computational biology
Algorithms on strings, trees, and sequences: computer science and computational biology
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Using path profiles to predict HTTP requests
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Finding related pages in the World Wide Web
WWW '99 Proceedings of the eighth international conference on World Wide Web
Focused crawling: a new approach to topic-specific Web resource discovery
WWW '99 Proceedings of the eighth international conference on World Wide Web
Web usage mining for Web site evaluation
Communications of the ACM
Communications of the ACM
Web user clustering from access log using belief function
Proceedings of the 1st international conference on Knowledge capture
Efficient mining of traversal patterns
Data & Knowledge Engineering - Building web warehouse
Data Mining: Introductory and Advanced Topics
Data Mining: Introductory and Advanced Topics
Predicting category accesses for a user in a structured information space
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Comparison of interestingness functions for learning web usage patterns
Proceedings of the eleventh international conference on Information and knowledge management
R-trees: a dynamic index structure for spatial searching
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
On Using a Warehouse to Analyze Web Logs
Distributed and Parallel Databases
Web mining for web personalization
ACM Transactions on Internet Technology (TOIT)
A Hybrid Approach to Web Usage Mining
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
Exploiting Web Log Mining for Web Cache Enhancement
WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points
Resource and knowledge discovery from the internet and multimedia repositories
Resource and knowledge discovery from the internet and multimedia repositories
A Web page prediction model based on click-stream tree representation of user behavior
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Selective Markov models for predicting Web page accesses
ACM Transactions on Internet Technology (TOIT)
Efficient Phrase-Based Document Indexing for Web Document Clustering
IEEE Transactions on Knowledge and Data Engineering
Mining Sequential Patterns by Pattern-Growth: The PrefixSpan Approach
IEEE Transactions on Knowledge and Data Engineering
The indexable web is more than 11.5 billion pages
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Mining interesting knowledge from weblogs: a survey
Data & Knowledge Engineering
WAM-Miner: in the search of web access motifs from historical web log data
Proceedings of the 14th ACM international conference on Information and knowledge management
Automatic identification of user interest for personalized search
Proceedings of the 15th international conference on World Wide Web
Using string-matching to analyze hypertext navigation
Proceedings of the seventeenth conference on Hypertext and hypermedia
Introduction to Clustering Large and High-Dimensional Data
Introduction to Clustering Large and High-Dimensional Data
Rough clustering of sequential data
Data & Knowledge Engineering
A web-page usage prediction scheme using weighted suffix trees
SPIRE'07 Proceedings of the 14th international conference on String processing and information retrieval
Techniques and metrics for improving website structure
Journal of Web Engineering
Integrating web content clustering into web log association rule mining
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
Non-redundant web services composition based on a two-phase algorithm
Data & Knowledge Engineering
Web usage mining for analysing elder self-care behavior patterns
Expert Systems with Applications: An International Journal
Mining cluster-based patterns for elder self-care behavior
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
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In this paper we consider the problem of web page usage prediction in a web site by modeling users' navigation history and web page content with weighted suffix trees. This user's navigation prediction can be exploited either in an on-line recommendation system in a web site or in a web page cache system. The method proposed has the advantage that it demands a constant amount of computational effort per one user's action and consumes a relatively small amount of extra memory space. These features make the method ideal for an on-line working environment. Finally, we have performed an evaluation of the proposed scheme with experiments on various web site log files and web pages and we have found that its quality performance is fairly well and in many cases an outperforming one.