Warehousing and mining Web logs
Proceedings of the 2nd international workshop on Web information and data management
ACM SIGKDD Explorations Newsletter
Using information scent to model user information needs and actions and the Web
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Web user clustering from access log using belief function
Proceedings of the 1st international conference on Knowledge capture
ADC '01 Proceedings of the 12th Australasian database conference
Data Mining for Measuring and Improving the Success of Web Sites
Data Mining and Knowledge Discovery
Efficient Adaptive-Support Association Rule Mining for Recommender Systems
Data Mining and Knowledge Discovery
On Using a Warehouse to Analyze Web Logs
Distributed and Parallel Databases
Automatic discovery of similarity relationships through Web mining
Decision Support Systems - Web retrieval and mining
Cut-and-Pick Transactions for Proxy Log Mining
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
Web Usage Mining: How to Efficiently Manage New Transactions and New Clients
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Web Clustering and Association Rule Discovery for Web Broadcast
WAIM '00 Proceedings of the First International Conference on Web-Age Information Management
Adaptive Online Retail Web Site Based on Hidden Markov Model
WAIM '00 Proceedings of the First International Conference on Web-Age Information Management
Research Issues in Web Data Mining
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
A Hybrid Approach to Web Usage Mining
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
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
An Heuristic to Capture Longer User Web Navigation Patterns
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 Granular Approach for Analyzing the Degree of Affability of a Web Site
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Mining Relationship Graphs for Effective Business Objectives
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Knowledge Discovery for Automatic Query Expansion on the World-Wide Web
ER '99 Proceedings of the Workshops on Evolution and Change in Data Management, Reverse Engineering in Information Systems, and the World Wide Web and Conceptual Modeling
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
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
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
Mining Indirect Associations in Web Data
WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points
A Framework for Efficient and Anonymous Web Usage Mining Based on Client-Side Tracking
WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points
WebTool: An Integrated Framework for Data Mining
DEXA '99 Proceedings of the 10th International Conference on Database and Expert Systems Applications
Efficiently mining frequent trees in a forest
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Understanding Web Usage for Dynamic Web-Site Adaptation: A Case Study
WSE '02 Proceedings of the Fourth International Workshop on Web Site Evolution (WSE'02)
Web usage mining: discovery and applications of usage patterns from Web data
ACM SIGKDD Explorations Newsletter
Capturing User Access Patterns in the Web for Data Mining
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Web Usage Mining as a Tool for Personalization: A Survey
User Modeling and User-Adapted Interaction
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
Evaluating the markov assumption for web usage mining
WIDM '03 Proceedings of the 5th ACM international workshop on Web information and data management
Category cluster discovery from distributed WWW directories
Information Sciences—Informatics and Computer Science: An International Journal - special issue: Knowledge discovery from distributed information sources
iJADE Web-Miner: An Intelligent Agent Framework for Internet Shopping
IEEE Transactions on Knowledge and Data Engineering
Characterizing Web Usage Regularities with Information Foraging Agents
IEEE Transactions on Knowledge and Data Engineering
Analysis of web-usage behavior for focused web sites: a case study
Journal of Software Maintenance and Evolution: Research and Practice - Special issue: Web site evolution
LinkSelector: A Web mining approach to hyperlink selection for Web portals
ACM Transactions on Internet Technology (TOIT)
Multi.Objective Hypergraph Partitioning Algorithms for Cut and Maximum Subdomain Degree Minimization
Proceedings of the 2003 IEEE/ACM international conference on Computer-aided design
Web usage mining based on probabilistic latent semantic analysis
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Chopper: efficient algorithm for tree mining
Journal of Computer Science and Technology
FS-Miner: efficient and incremental mining of frequent sequence patterns in web logs
Proceedings of the 6th annual ACM international workshop on Web information and data management
WISDOM: Web Intrapage Informative Structure Mining Based on Document Object Model
IEEE Transactions on Knowledge and Data Engineering
Intelligent web traffic mining and analysis
Journal of Network and Computer Applications - Special issue on computational intelligence on the internet
Toward a basic framework for webometrics
Journal of the American Society for Information Science and Technology - Special issue: Webometrics
Using PACT in an e-commerce recommendation system
ICEC '05 Proceedings of the 7th international conference on Electronic commerce
ErgoManager: um sistema gerenciador de interfaces com o usuário para sites web transacionais
CLIHC '05 Proceedings of the 2005 Latin American conference on Human-computer interaction
DSM-PLW: single-pass mining of path traversal patterns over streaming web click-sequences
Computer Networks: The International Journal of Computer and Telecommunications Networking - Web dynamics
Mining web navigations for intelligence
Decision Support Systems - Special issue: Intelligence and security informatics
TRIPS and TIDES: new algorithms for tree mining
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Mining context specific similarity relationships using the world wide web
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
A process of knowledge discovery from web log data: Systematization and critical review
Journal of Intelligent Information Systems
Identifying noisy features with the Pairwise Attribute Noise Detection Algorithm
Intelligent Data Analysis
Generalized Robust Conjoint Estimation
Marketing Science
WAT: a tool for classifying learning activities from a log file
ACE '07 Proceedings of the ninth Australasian conference on Computing education - Volume 66
Experiments on query expansion for internet yellow page services using web log mining
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Incremental and interactive mining of web traversal patterns
Information Sciences: an International Journal
Webview selection from user access patterns
Proceedings of the ACM first Ph.D. workshop in CIKM
On discovery of soft associations with "most" fuzzy quantifier for item promotion applications
Information Sciences: an International Journal
Web service usage mining: mining for executable sequences
ACS'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Computer Science - Volume 7
Linguistic object-oriented web-usage mining
International Journal of Approximate Reasoning
A web-page recommender system via a data mining framework and the Semantic Web concept
International Journal of Computer Applications in Technology
A distributed, fault-tolerant multi-agent web mining system for scalable web search
AIC'05 Proceedings of the 5th WSEAS International Conference on Applied Informatics and Communications
From Web to Social Web: Discovering and Deploying User and Content Profiles
SRDFA: A Kind of Session Reconstruction DFA
NPC '08 Proceedings of the IFIP International Conference on Network and Parallel Computing
Graph theory application and web page ranking for website link structure improvement
Behaviour & Information Technology
A sliding window method for finding top-k path traversal patterns over streaming Web click-sequences
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A novel efficient classification algorithm for search engines
AIC'08 Proceedings of the 8th conference on Applied informatics and communications
Algorithms for clustering clickstream data
Information Processing Letters
Study on personalized recommendation based on collaborative filtering
CEA'09 Proceedings of the 3rd WSEAS international conference on Computer engineering and applications
Smart Miner: a new framework for mining large scale web usage data
Proceedings of the 18th international conference on World wide web
WSEAS Transactions on Information Science and Applications
Expert Systems with Applications: An International Journal
Composing Miners to Develop an Intrusion Detection Solution
Privacy, Security, and Trust in KDD
A probabilistic model for web usage mining
TELE-INFO'09 Proceedings of the 8th Wseas international conference on Telecommunications and informatics
Empirical observations on the session timeout threshold
Information Processing and Management: an International Journal
Class noise detection using frequent itemsets
Intelligent Data Analysis
Web Co-clustering of Usage Network Using Tensor Decomposition
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
NP-hard and linear variants of hypergraph partitioning
Theoretical Computer Science
Expert Systems with Applications: An International Journal
Discovering actionable patterns in event data
IBM Systems Journal
Mining Preferred Traversal Paths with HITS
WISM '09 Proceedings of the International Conference on Web Information Systems and Mining
HoneySpam 2.0: Profiling Web Spambot Behaviour
PRIMA '09 Proceedings of the 12th International Conference on Principles of Practice in Multi-Agent Systems
A new cache document replacement policy considering the contribution to sales
Electronic Commerce Research and Applications
FindWDO: a k-nearest neighbors approach for detecting Web document outliers
ACST '08 Proceedings of the Fourth IASTED International Conference on Advances in Computer Science and Technology
Web Semantics: Science, Services and Agents on the World Wide Web
Mining association rules using fuzzy inference on web data
AWIC'03 Proceedings of the 1st international Atlantic web intelligence conference on Advances in web intelligence
A hybrid method for patterns mining and outliers detection in the web usage log
AWIC'03 Proceedings of the 1st international Atlantic web intelligence conference on Advances in web intelligence
Olympus: personal knowledge recommendation using agents, ontologies and web mining
CSCWD'06 Proceedings of the 10th international conference on Computer supported cooperative work in design III
Data mining for web personalization
The adaptive web
Sequential pattern-based cache replacement in servlet container
ICWE'07 Proceedings of the 7th international conference on Web engineering
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Network thinking and network intelligence
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
Ontology based web mining for information gathering
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
A reasonable rough approximation for clustering web users
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
Adaptive website design using caching algorithms
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
Incorporating usage information into average-clicks algorithm
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
Incorporating concept hierarchies into usage mining based recommendations
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
An Artificial Immune System for recommending relevant information through political weblog
Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services
Building solutions for web personalization
AIKED'10 Proceedings of the 9th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Website reorganization using an ant colony system
Expert Systems with Applications: An International Journal
Mining web logs: an automated approach
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
Modelling of web domain visits by IF-inference system
WSEAS Transactions on Computers
Discovering multi-label temporal patterns in sequence databases
Information Sciences: an International Journal
A novel prediction model based on hierarchical characteristic of web site
Expert Systems with Applications: An International Journal
Learning relational policies from electronic health record access logs
Journal of Biomedical Informatics
Time series prediction of web domain visits by IF-inference system
ICCOMP'10 Proceedings of the 14th WSEAS international conference on Computers: part of the 14th WSEAS CSCC multiconference - Volume I
Personalized web recommendation based on path clustering
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Journal of Web Engineering
Finding unexpected navigation behaviour in clickstream data for website design improvement
Journal of Web Engineering
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part IV
Alternative Approach to Tree-Structured Web Log Representation and Mining
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
A scalable eigensolver for large scale-free graphs using 2D graph partitioning
Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis
Classification of news web documents based on structural features
FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
Web usage mining using evolutionary support vector machine
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Improving the web usage analysis process: a UML model of the ETL process
WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Efficient approach for interactively mining web traversal patterns
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
Source code repositories and agile methods
XP'05 Proceedings of the 6th international conference on Extreme Programming and Agile Processes in Software Engineering
A web document classification approach based on fuzzy association concept
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Expert Systems with Applications: An International Journal
Web access path prediction using fuzzy case based reasoning
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
A new algorithm to discover page-action rules on web
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
To see the wood for the trees: mining frequent tree patterns
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
Discovering interesting navigations on a web site using SAMI
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Integrating web content clustering into web log association rule mining
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
Web usage mining using support vector machine
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Clustering of web sessions using levenshtein metric
ICDM'04 Proceedings of the 4th international conference on Advances in Data Mining: applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications
International Journal of Information and Communication Technology
Clustering of search engine keywords using access logs
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Personalized web recommendation based on path clustering
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
Behaviour-Based web spambot detection by utilising action time and action frequency
ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part II
Fuzzy category and fuzzy interest for web user understanding
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
Discovery of Web user communities and their role in personalization
User Modeling and User-Adapted Interaction
Applying cluster-based fuzzy association rules mining framework into EC environment
Applied Soft Computing
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
Web data mining trends and techniques
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
International Journal of Business Intelligence and Data Mining
Study on user preferences modelling based on web mining
International Journal of Information Technology and Management
Usage Profile Generation from Web Usage Data Using Hybrid Biclustering Algorithm
International Journal of Applied Evolutionary Computation
Empirical Software Engineering
Time series analysis of web server logs for an online newspaper
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
A Novel Framework for Spammer Detection in Social Bookmarking Systems
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
An overview of web mining in education
Proceedings of the 17th Panhellenic Conference on Informatics
Web usage mining with evolutionary extraction of temporal fuzzy association rules
Knowledge-Based Systems
Identifying web sessions with simulated annealing
Expert Systems with Applications: An International Journal
Monitoring web browsing behavior with differential privacy
Proceedings of the 23rd international conference on World wide web
International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers of KES2012-Part 2 of 2
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Application of data mining techniques to the World Wide Web, referred to as Web mining, has been the focus of several recent research projects and papers. However, there is no established vocabulary, leading to confusion when comparing research efforts. The term Web mining has been used in two distinct ways. The first, called Web content mining in this paper, is the process of information discovery from sources across the World Wide Web. The second, called Web usage mining, is the process of mining for user browsing and access patterns. In this paper we define Web mining and present an overview of the various research issues, techniques, and development efforts. We briefly describe WEBMINER, a system for Web usage mining, and conclude this paper by listing research issues.