Information filtering and information retrieval: two sides of the same coin?
Communications of the ACM - Special issue on information filtering
Activity theory as a potential framework for human-computer interaction research
Context and consciousness
Applying case-based reasoning: techniques for enterprise systems
Applying case-based reasoning: techniques for enterprise systems
Semantic resource management for the web: an e-learning application
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Data Mining and Text Mining Technologies for Collaborative Learning in an ILMS "Samurai"
ICALT '04 Proceedings of the IEEE International Conference on Advanced Learning Technologies
Data Mining for Case-Based Reasoning in High-Dimensional Biological Domains
IEEE Transactions on Knowledge and Data Engineering
Integrating data mining with case-based reasoning for chronic diseases prognosis and diagnosis
Expert Systems with Applications: An International Journal
Educational data mining: A survey from 1995 to 2005
Expert Systems with Applications: An International Journal
MSMiner-a developing platform for OLAP
Decision Support Systems
A local-density based spatial clustering algorithm with noise
Information Systems
IT Professional
Information Processing and Management: an International Journal
Seeding the survey and analysis of research literature with text mining
Expert Systems with Applications: An International Journal
The Web 2.0 way of learning with technologies
International Journal of Learning Technology
Data mining in course management systems: Moodle case study and tutorial
Computers & Education
Predicting financial activity with evolutionary fuzzy case-based reasoning
Expert Systems with Applications: An International Journal
Global optimization of case-based reasoning for breast cytology diagnosis
Expert Systems with Applications: An International Journal
Ranking-order case-based reasoning for financial distress prediction
Knowledge-Based Systems
Discovering genres of online discussion threads via text mining
Computers & Education
Beyond Microblogging: Conversation and Collaboration via Twitter
HICSS '09 Proceedings of the 42nd Hawaii International Conference on System Sciences
Insight into interface design of web-based case-based reasoning retrieval systems
Expert Systems with Applications: An International Journal
Predicting business failure using multiple case-based reasoning combined with support vector machine
Expert Systems with Applications: An International Journal
Clustering and Sequential Pattern Mining of Online Collaborative Learning Data
IEEE Transactions on Knowledge and Data Engineering
Case-based reasoning as a decision support system for cancer diagnosis: A case study
International Journal of Hybrid Intelligent Systems - Data Mining and Hybrid Intelligent Systems
Using case-based reasoning to diagnostic screening of children with developmental delay
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An integrated case-based reasoning and MCDM system for Web based tourism destination planning
Expert Systems with Applications: An International Journal
Educational data mining: a review of the state of the art
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
EduMiner: Using text mining for automatic formative assessment
Expert Systems with Applications: An International Journal
An investigation of data and text mining methods for real world deception detection
Expert Systems with Applications: An International Journal
Integrating both Wikis and XML with case bases to facilitate case base development and maintenance
Expert Systems with Applications: An International Journal
Healthcare information systems: data mining methods in the creation of a clinical recommender system
Enterprise Information Systems
Generating event logs from non-process-aware systems enabling business process mining
Enterprise Information Systems
A recommender mechanism based on case-based reasoning
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A Survey and Future Vision of Data Mining in Educational Field
ACCT '12 Proceedings of the 2012 Second International Conference on Advanced Computing & Communication Technologies
An Integrated Approach for Agricultural Ecosystem Management
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A Business Process Intelligence System for Enterprise Process Performance Management
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
| Hi-index | 12.05 |
Many CBR systems have been developed in the past. However, currently many CBR systems are facing a sustainability issue such as outdated cases and stagnant case growth. Some CBR systems have fallen into disuse due to the lack of new cases, case update, user participation and user engagement. To encourage the use of CBR systems and give users better experience, CBR system developers need to come up with new ways to add new features and values to the CBR systems. The author proposes a framework to use text mining and Web 2.0 technologies to improve and enhance CBR systems for providing better user experience. Two case studies were conducted to evaluate the usefulness of text mining techniques and Web 2.0 technologies for enhancing a large scale CBR system. The results suggest that text mining and Web 2.0 are promising ways to bring additional values to CBR and they should be incorporated into the CBR design and development process for the benefit of CBR users.