WebCQ-detecting and delivering information changes on the web
Proceedings of the ninth international conference on Information and knowledge management
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
ChangeDetector: a site-level monitoring tool for the WWW
Proceedings of the 11th international conference on World Wide Web
Information Monitoring on the Web: A Scalable Solution
World Wide Web
Text-Learning and Related Intelligent Agents: A Survey
IEEE Intelligent Systems
Browsing Semi-structured Web Texts Using Formal Concept Analysis
ICCS '01 Proceedings of the 9th International Conference on Conceptual Structures: Broadening the Base
Formal Concept Analysis for Domain-Specific Document Retrieval Systems
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
The reuse of knowledge in ripple-down rules knowledge-based systems
The reuse of knowledge in ripple-down rules knowledge-based systems
Adaptive Web Document Classification with MCRDR
ITCC '04 Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04) Volume 2 - Volume 2
Evolutionary document management and retrieval for specialized domains on the web
International Journal of Human-Computer Studies
Document management and retrieval for specialised domains: an evolutionary user-based approach
Document management and retrieval for specialised domains: an evolutionary user-based approach
Formal Concept Analysis: foundations and applications
Formal Concept Analysis: foundations and applications
Restructuring help systems using formal concept analysis
ICFCA'05 Proceedings of the Third international conference on Formal Concept Analysis
Using intermediate representation systems to interact with concept lattices
ICFCA'05 Proceedings of the Third international conference on Formal Concept Analysis
A Linear Delay Algorithm for Building Concept Lattices
CPM '08 Proceedings of the 19th annual symposium on Combinatorial Pattern Matching
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It is necessary to provide a method to store Web information effectively so it can be utilised as a future knowledge resource. A commonly adopted approach is to classify the retrieved information based on its content. A technique that has been found to be suitable for this purpose is Multiple Classification Ripple-Down Rules (MCRDR). The MCRDR system constructs a classification knowledge base over time using an incremental learning process. This incremental method of acquiring classification knowledge suits the nature of Web information because it is constantly evolving and being updated. However, despite this advantage, the classification knowledge of the MCRDR system is not often utilised for browsing the classified information. This is because it does not directly organise the knowledge in a way that is suitable for browsing. As a result, often an alternate structure is utilised for browsing the information which is usually based on a user's abstract understanding of the information domain. This study investigated the feasibility of utilising the classification knowledge acquired through the use of the MCRDR system as a resource for browsing information retrieved from the WWW. A system was implemented that used the concept lattice-based browsing scheme of Formal Concept Analysis (FCA) to support the browsing of documents based on the MCRDR classification knowledge. The feasibility of utilising classification knowledge as a resource for browsing documents was evaluated statistically. This was achieved by comparing the concept lattice-based browsing approach to a standard one that utilises abstract knowledge of a domain as a resource for browsing the same documents.