SpeedTracer: a Web usage mining and analysis tool
IBM Systems Journal
IEA/AIE '00 Proceedings of the 13th international conference on Industrial and engineering applications of artificial intelligence and expert systems: Intelligent problem solving: methodologies and approaches
Using a starfield visualization for analyzing product performance of online stores
Proceedings of the 2nd ACM conference on Electronic commerce
ACM Transactions on Information Systems (TOIS)
Mining web logs to improve website organization
Proceedings of the 10th international conference on World Wide Web
Discovering critical edge sequences in E-commerce catalogs
Proceedings of the 3rd ACM conference on Electronic Commerce
Visualization and Analysis of Clickstream Data of Online Stores for Understanding Web Merchandising
Data Mining and Knowledge Discovery
Data Mining for Measuring and Improving the Success of Web Sites
Data Mining and Knowledge Discovery
Data Mining: An Overview from a Database Perspective
IEEE Transactions on Knowledge and Data Engineering
Web mining for web personalization
ACM Transactions on Internet Technology (TOIT)
Cut-and-Pick Transactions for Proxy Log Mining
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
Providing Advice to Website Designers Towards Effective Websites Re-Organization
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Visualization and Analysis of Clickstream Data of Online Stores with a Parallel Coordinate System
EC-WEB '00 Proceedings of the First International Conference on Electronic Commerce and Web Technologies
Integrating Web Usage and Content Mining for More Effective Personalization
EC-WEB '00 Proceedings of the First International Conference on Electronic Commerce and Web Technologies
Real-Time Web Data Mining and Visualisation
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
A Dynamic Approach for Knowledge Discovery of Web Access Patterns
ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
Categorizing Computing Assets According to Communication Patterns
Advanced Lectures on Networking, NETWORKING 2002 [This book presents the revised version of seven tutorials given at the NETWORKING 2002 Conference in Pisa, Italy in May 2002]
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Characterizing Sequences of User Actions for Access Logs Analysis
UM '01 Proceedings of the 8th International Conference on User Modeling 2001
A Generalization-Based Approach to Clustering of Web Usage Sessions
WEBKDD '99 Revised Papers from the International Workshop on Web Usage Analysis and User Profiling
Analysis and Visualization of Metrics for Online Merchandising
WEBKDD '99 Revised Papers from the International Workshop on Web Usage Analysis and User Profiling
User-Driven Navigation Pattern Discovery from Internet Data
WEBKDD '99 Revised Papers from the International Workshop on Web Usage Analysis and User Profiling
Discovery of Interesting Usage Patterns from Web Data
WEBKDD '99 Revised Papers from the International Workshop on Web Usage Analysis and User Profiling
LOGML: Log Markup Language for Web Usage Mining
WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points
An Algorithm for Building User-Role Profiles in a Trust Environment
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
Using Markov Chains for Link Prediction in Adaptive Web Sites
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Analysis of navigation behaviour in web sites integrating multiple information systems
The VLDB Journal — The International Journal on Very Large Data Bases
A template model for multidimensional inter-transactional association rules
The VLDB Journal — The International Journal on Very Large Data Bases
The use of web structure and content to identify subjectively interesting web usage patterns
ACM Transactions on Internet Technology (TOIT)
Categorizing computing assets according to communication patterns
Advanced lectures on networking
Efficiently mining frequent trees in a forest
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Connectionist and evolutionary models for learning, discovering and forecasting software effort
Managing data mining technologies in organizations
A bibliography of temporal, spatial and spatio-temporal data mining research
ACM SIGKDD Explorations Newsletter
Web usage mining: discovery and applications of usage patterns from Web data
ACM SIGKDD Explorations Newsletter
Data Mining Algorithms for Web Pre-Fetching
WISE '00 Proceedings of the First International Conference on Web Information Systems Engineering (WISE'00)-Volume 2 - Volume 2
Web Usage Mining as a Tool for Personalization: A Survey
User Modeling and User-Adapted Interaction
Itemset Trees for Targeted Association Querying
IEEE Transactions on Knowledge and Data Engineering
Evaluation of web usage mining approaches for user's next request prediction
WIDM '03 Proceedings of the 5th ACM international workshop on Web information and data management
ICCMSE '03 Proceedings of the international conference on Computational methods in sciences and engineering
Sparse LCS common substring alignment
Information Processing Letters
Advanced Data Preprocessing for Intersites Web Usage Mining
IEEE Intelligent Systems
LinkSelector: A Web mining approach to hyperlink selection for Web portals
ACM Transactions on Internet Technology (TOIT)
On Leveraging User Access Patterns for Topic Specific Crawling
Data Mining and Knowledge Discovery
Discovering user profiles for web personalized recommendation
Journal of Computer Science and Technology
An Efficient Mining and Clustering Algorithm for Interactive Walk-Through Traversal Patterns
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Web personalization based on static information and dynamic user behavior
Proceedings of the 6th annual ACM international workshop on Web information and data management
TSP: Mining top-k closed sequential patterns
Knowledge and Information Systems
Improving adaptation in web-based educational hypermedia by means of knowledge discovery
Proceedings of the sixteenth ACM conference on Hypertext and hypermedia
Information Sciences—Informatics and Computer Science: An International Journal
Mining Ontology for Automatically Acquiring Web User Information Needs
IEEE Transactions on Knowledge and Data Engineering
Session identification based on time interval in web log mining
Intelligent information processing II
Mining web browsing patterns for E-commerce
Computers in Industry
Association mining in time-varying domains
Intelligent Data Analysis
Searching for high-support itemsets in itemset trees
Intelligent Data Analysis
Simplifying web traversals by recognizing behavior patterns
Proceedings of the eighteenth conference on Hypertext and hypermedia
Website link prediction using a Markov chain model based on multiple time periods
International Journal of Web Engineering and Technology
Website browsing aid: A navigation graph-based recommendation system
Decision Support Systems
Efficient ticket routing by resolution sequence mining
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
User controlled filtering in WEB usage mining
Journal of Computational Methods in Sciences and Engineering
A Unified Approach to Web Usage Mining Based on Frequent Sequence Mining
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
A web usage mining algorithm for web personalization
Intelligent Decision Technologies
A probabilistic model for web usage mining
TELE-INFO'09 Proceedings of the 8th Wseas international conference on Telecommunications and informatics
Web Page Prediction Based on Conditional Random Fields
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
An adaptive website system to improve efficiency with web mining techniques
Advanced Engineering Informatics
A new cache document replacement policy considering the contribution to sales
Electronic Commerce Research and Applications
Information Sciences: an International Journal
A gradational reduction approach for mining sequential patterns
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Ontology based web mining for information gathering
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
An improved algorithm for session identification on web log
WISM'10 Proceedings of the 2010 international conference on Web information systems and mining
Towards tabbing aware recommendations
Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
Techniques and metrics for improving website structure
Journal of Web Engineering
An integrated technique for web site usage semantic analysis: the organ system
Journal of Web Engineering
Mining interesting XML-enabled association rules with templates
KDID'04 Proceedings of the Third international conference on Knowledge Discovery in Inductive Databases
Mining temporally changing web usage graphs
WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Traversal pattern mining in web environment
WINE'05 Proceedings of the First international conference on Internet and Network Economics
Discovering characteristic individual accessing behaviors in web environment
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Higher education web information system usage analysis with a data webhouse
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part IV
The research on fuzzy data mining applied on browser records
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Web data mining and reasoning model
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
International Journal of Information and Communication Technology
Predicting re-hospitalisations using intelligent systems: an exploratory study
International Journal of Business Information Systems
Effective web log mining and online navigational pattern prediction
Knowledge-Based Systems
Web usage mining with evolutionary extraction of temporal fuzzy association rules
Knowledge-Based Systems
International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers of KES2012-Part 2 of 2
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In this paper, we explore a new data mining capability which involved mining path traversal patterns in a distributed information providing environment like world-wide-web. First, we convert the original sequence of log data into a set of maximal forward references and filter out the effect of some backward references which are mainly made for ease of traveling. Second, we derive algorithms to determine the frequent traversal patterns, i.e., large reference sequences, from the maximal forward references obtained. Two algorithms are devised for determining large reference sequences: one is based on some hashing and pruning techniques, and the other is further improved with the option of determining large reference sequences in batch so as to reduce the number of database scans required. Performance of these two methods is comparatively analyzed.