Prediction of Taxonomy Node Task

A Prediction of Taxonomy Node Task is a prediction of graph node task whose class set are the taxonomy node records within a taxonomy database (thus it predicts a taxonomy nodes for a given prediction input).

• Context:
  • Input: a Item to Classify, and a Taxonomy Database.
  • output: a Taxonomy Node Identifier.
  • It can range from being a Heuristic Taxonomy Node-based Classification Task to being a Data-Driven Taxonomy Node-based Classification Task (such as a supervised taxonomy-node prediction task).
  • It can be solved by a Prediction of Taxonomy Node System (that implements a prediction of taxonomy node algorithm).
  • It can support a Taxonomy Node-to-Node Matching Task (for every taxonomy node of a taxonomy DB).
• Example(s):
  • a Text Item to Taxonomy Node Prediction Task, such as a user generated post to a product taxonomy node.
  • a Taxonomy Node to Taxonomy Node Prediction Task (a graph matching task).
  • a Prediction of Product Taxonomy Node Task, such as a user generated post to a product taxonomy node.
  • a Prediction of CoA Node Task.
  • …
• Counter-Example(s):
  • a Taxonomy Node's Class Prediction Task.
  • a Product Record Grounding Task.
  • an Ontology Node Prediction Task.
• See: Reference Grounding Task, Taxonomy.

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