Topic Tracking Task

A Topic Tracking Task is a topic modeling task (of text topics) that is a tracking task.

• See: Text Analytics, TDT-2 Benchmark Task, Topic Detection Task, Topic Detection and Tracking Task, Dialog Topic Tracking.

References

2006

• (Wang & McCallum, 2006) ⇒ Xuerui Wang, and Andrew McCallum. (2006). "Topics Over Time: a non-Markov continuous-time model of topical trends." In: Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2006). doi:10.1145/1150402.1150450

2002

• (Allan, 2002) ⇒ James Allan, editor. (2002). "Topic Detection and Tracking: Event-based Information Organization." Springer Publishing Company, Incorporated. ISBN:1461353114, 9781461353119
  • QUOTE: Topic Detection and Tracking: Event-based Information Organization brings together in one place state-of-the-art research in Topic Detection and Tracking (TDT). This collection of technical papers from leading researchers in the field not only provides several chapters devoted to the research program and its evaluation paradigm, but also presents the most current research results and describes some of the remaining open challenges. Topic Detection and Tracking: Event-based Information Organization is an excellent reference for researchers and practitioners in a variety of fields related to TDT, including information retrieval, automatic speech recognition, machine learning, and information extraction

• Concept