Topic Modeling Task
(Redirected from Topic Model Induction)
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):
- Counter-Example(s):
- See: Topic, Bag-of-Words Clustering.