Recommender Systems: Difference between revisions

From Adam Colton
Jump to navigation Jump to search
No edit summary
Line 10: Line 10:


=== Taxonomy of Recommender Systems ===
=== Taxonomy of Recommender Systems ===
* Does sequence matter?
* Are we recommending new things? (an example of re-recommending, is Pandora)
A search engine is a recommender.
* What is the purpose of the recommendation? a sale, to inform
example: OWL - observed a word processor user and recommended shortcut keys based on their actions.


== Footer ==
== Footer ==
[[Category: Notes]]
[[Category: Notes]]
[[Category: Course Work]]
[[Category: Course Work]]

Revision as of 14:27, 8 September 2013

Week 1

Introduction to Recommender Systems

You can invest time in indexing information. Indexing can be done by comparing term frequency with in a document compared to the corpus.

History

  • Invormation retrieval and filtering
  • manual collaborative filtering
  • automated collaborative filtering
  • commercial era

Taxonomy of Recommender Systems

  • Does sequence matter?
  • Are we recommending new things? (an example of re-recommending, is Pandora)

A search engine is a recommender.

  • What is the purpose of the recommendation? a sale, to inform

example: OWL - observed a word processor user and recommended shortcut keys based on their actions.

Footer