Automatic text processing
A sequential algorithm for training text classifiers
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Relevance feedback with too much data
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Topic Detection and Tracking: Event-Based Information Organization
Topic Detection and Tracking: Event-Based Information Organization
Topic detection and tracking evaluation overview
Topic detection and tracking
Corpora for topic detection and tracking
Topic detection and tracking
Interactive information organization: techniques and evaluation
Interactive information organization: techniques and evaluation
The TIPSTER SUMMAC Text Summarization Evaluation
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
An adaptive threshold framework for event detection using HMM-based life profiles
ACM Transactions on Information Systems (TOIS)
Evaluation of an interactive topic detection and tracking interface
Journal of Information Science
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Topic tracking and information filtering are models of interactive tasks, but their evaluations are generally done in a way that does not reflect likely usage. The models either force frequent judgments or disallow any at all, assume the user is always available to make a judgment, and do not allow for user fatigue. In this study we extend the evaluation framework for topic tracking to incorporate those more realistic issues. We demonstrate that tracking can be done in a realistic interactive setting with minimal impact on tracking cost and with substantial reduction in required interaction.