On resolving schematic heterogeneity in multidatabase systems
Distributed and Parallel Databases
The role of domain knowledge in data mining
CIKM '95 Proceedings of the fourth international conference on Information and knowledge management
From user access patterns to dynamic hypertext linking
Proceedings of the fifth international World Wide Web conference on Computer networks and ISDN systems
Implementing data cubes efficiently
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
The World-Wide Web: quagmire or gold mine?
Communications of the ACM
Data Warehousing, Data Mining, and Olap
Data Warehousing, Data Mining, and Olap
Designing a Kernel for Data Mining
IEEE Expert: Intelligent Systems and Their Applications
ICDE '95 Proceedings of the Eleventh International Conference on Data Engineering
Discovery of Multiple-Level Association Rules from Large Databases
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs
ADL '98 Proceedings of the Advances in Digital Libraries Conference
Data mining for path traversal patterns in a web environment
ICDCS '96 Proceedings of the 16th International Conference on Distributed Computing Systems (ICDCS '96)
Web Mining: Information and Pattern Discovery on the World Wide Web
ICTAI '97 Proceedings of the 9th International Conference on Tools with Artificial Intelligence
Web usage mining for Web site evaluation
Communications of the ACM
A broader approach to personalization
Communications of the ACM
Automatic personalization based on Web usage mining
Communications of the ACM
Using a starfield visualization for analyzing product performance of online stores
Proceedings of the 2nd ACM conference on Electronic commerce
Analyzing clickstreams using subsessions
Proceedings of the 3rd ACM international workshop on Data warehousing and OLAP
Supporting global user profiles through trusted authorities
ACM SIGMOD Record
Web mining and its SQL based parallel execution
ITVE '01 Proceedings of the workshop on Information technology for virtual enterprises
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
Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization
Data Mining and Knowledge Discovery
Prediction of Web Page Accesses by Proxy Server Log
World Wide Web
On Using a Warehouse to Analyze Web Logs
Distributed and Parallel Databases
Web mining for web personalization
ACM Transactions on Internet Technology (TOIT)
Web Log Mining and Parallel SQL Based Execution
DNIS '00 Proceedings of the International Workshop on Databases in Networked Information Systems
X-Compass: An XML Agent for Supporting User Navigation on the Web
FQAS '02 Proceedings of the 5th International Conference on Flexible Query Answering Systems
Adaptive Online Retail Web Site Based on Hidden Markov Model
WAIM '00 Proceedings of the First International Conference on Web-Age Information Management
COMPSAC '00 24th International Computer Software and Applications Conference
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
Mining Web Transaction Patterns in an Electronic Commerce Environment
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Optimal Algorithms for Finding User Access Sessions from Very Large Web Logs
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
A User Behavior-Based Agent for Improving Web Usage
On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002
Multidimensional Recommender Systems: A Data Warehousing Approach
WELCOM '01 Proceedings of the Second International Workshop on Electronic Commerce
Data Warehouse Design for E-Commerce Environments
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
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
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
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
Analysis of navigation behaviour in web sites integrating multiple information systems
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)
Industry: database marketing and web mining
Handbook of data mining and knowledge discovery
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
Towards Knowledge Discovery from WWW Log Data
ITCC '00 Proceedings of the The International Conference on Information Technology: Coding and Computing (ITCC'00)
Online Web Mining Transactions Association Rules using Frame Metadata Model
WISE '00 Proceedings of the First International Conference on Web Information Systems Engineering (WISE'00)-Volume 2 - Volume 2
Data Mining and XML: Current and Future Issues
WISE '00 Proceedings of the First International Conference on Web Information Systems Engineering (WISE'00)-Volume 2 - Volume 2
An evaluation of intelligent agent based innovation in the wholesale financial services industry
Seeking sucess in E-business
Web Usage Mining as a Tool for Personalization: A Survey
User Modeling and User-Adapted Interaction
Probabilistic User Behavior Models
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Sparse LCS common substring alignment
Information Processing Letters
Web personalization based on static information and dynamic user behavior
Proceedings of the 6th annual ACM international workshop on Web information and data management
IEEE Transactions on Knowledge and Data Engineering
Dual Clustering: Integrating Data Clustering over Optimization and Constraint Domains
IEEE Transactions on Knowledge and Data Engineering
Discovering user access pattern based on probabilistic latent factor model
ADC '05 Proceedings of the 16th Australasian database conference - Volume 39
Dealing with semantic heterogeneity for improving web usage
Data & Knowledge Engineering - Special issue: ER 2004
Agents' roles in B2C e-commerce
AI Communications
Constrained data clustering by depth control and progressive constraint relaxation
The VLDB Journal — The International Journal on Very Large Data Bases
An XML-based agent model for supporting user activities on the Web
Web Intelligence and Agent Systems
EC-XAMAS: SUPPORTING E-COMMERCE ACTIVITIES BY AN XML-BASED ADAPTIVE MULTI-AGENT SYSTEM
Applied Artificial Intelligence
Data Mining and Knowledge Discovery
From Web to Social Web: Discovering and Deploying User and Content Profiles
Mining Unexpected Web Usage Behaviors
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
A web usage mining algorithm for web personalization
Intelligent Decision Technologies
Study on personalized recommendation based on collaborative filtering
CEA'09 Proceedings of the 3rd WSEAS international conference on Computer engineering and applications
WSEAS Transactions on Information Science and Applications
Fast construction of generalized suffix trees over a very large alphabet
COCOON'03 Proceedings of the 9th annual international conference on Computing and combinatorics
Data mining for web personalization
The adaptive web
WebUser: mining unexpected web usage
International Journal of Business Intelligence and Data Mining
Web user profiling on proxy logs and its evaluation in personalization
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
Topic analysis of web user behavior using LDA model on proxy logs
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Classification of proxy labeled examples for marketing segment generation
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Improving web sites with web usage mining, web content mining, and semantic analysis
SOFSEM'06 Proceedings of the 32nd conference on Current Trends in Theory and Practice of Computer Science
A latent usage approach for clustering web transaction and building user profile
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Dynamic and contextualised behavioural knowledge in autonomic communications
WAC'04 Proceedings of the First international IFIP conference on Autonomic Communication
International Journal of Information and Communication Technology
Towards Comparative Mining of Web Document Objects with NFA: WebOMiner System
International Journal of Data Warehousing and Mining
Deriving market intelligence from microblogs
Decision Support Systems
Prediction of members' return visit rates using a time factor
Electronic Commerce Research and Applications
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This article describes a novel way of combining data mining techniques on Internet data in order to discover actionable marketing intelligence in electronic commerce scenarios. The data that is considered not only covers various types of server and web meta information, but also marketing data and knowledge. Furthermore, heterogeneity resolution thereof and Internet- and electronic commerce-specific pre-processing activities are embedded. A generic web log data hypercube is formally defined and schematic designs for analytical and predictive activities are given. From these materialised views, various online analytical web usage data mining techniques are shown, which include marketing expertise as domain knowledge and are specifically designed for electronic commerce purposes.