C4.5: programs for machine learning
C4.5: programs for machine learning
Conversational Case-Based Reasoning
Applied Intelligence
Machine Learning
Knowledge Discovery in Multi-label Phenotype Data
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
A Dynamic Approach to Reducing Dialog in On-Line Decision Guides
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
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This paper presents an approach for helping users more quickly discover relevant information resources in a tag based system, where each resource is associated with a number of descriptive meta-data tags. Our approach builds an adaptive conversational decision-tree structure to minimize the number of interactive cues required to help a user navigate to resources of interest. Initial experiments demonstrate the potential of the approach, with shallower decision trees supporting better overall interaction performance.