Document Topic Model

A document topic model is a model of the document topics present in a corpus.

• Context:
  • It can be:
    • a Probabilistic Topic Model.
    • a Deterministic Topic Model (possibly a Human Topic Model).
  • It can be produced by a Topic Modeling Task.
  • It can be represented as a Graph (e.g. a Statistical Graphical Model).
• Example(s):
  • { Topic1={<word_64, 76.1%>, <word_73, 65.7%>, ...}, Topic2={<word_31, 97.7%>,...} }
• Counter-Example(s):
  • a Document Classification Model.
  • an Author Topic Model.
  • a DNA Sequence Topic Model.
• See: Word Sense Discrimination Task, Vocabulary, Bag-of-Words.

---

---