Topic Modeling Task

A Topic Modeling Task is a concept modeling task that creates a topic model.

• AKA: Topic Discovery/Clustering/Detection.
• Context:
  • Input: corpus.
  • It can range from being a Heuristic Topic Modeling Task to being a Data-Driven Topic Modeling Task, such as statistical topic modeling.
  • It can be solved by a Topic Modeling System (that implements a topic modeling algorithm).
  • It can range from being an Unstructured Data Topic Modeling Task to being a Structured Topic Modeling Task.
  • It can range from being a Non-Temporal Topic Modeling Task to being a Temporal Topic Modeling Task.
  • It can be a Probabilistic Topic Modeling Task.
• Example(s):
  • a Text Topic Modeling Task.
  • an Author Topic Modeling Task.
  • …
• Counter-Example(s):
  • Text Classification Task.
• See: Topic, Bag-of-Words Clustering.

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