Personalization & User Modeling¶
How does it survive time, scale, multiplicity, and scrutiny?
Module 4 of 9 in Time, Scale, Multiplicity, Trust · 4 lessons · about 3.2 hours
58. From Facts to a User Model · ~50 min
Key the model on attributes, and keep what does not fit.
59. Behaviour as Memory · ~50 min
A correction is a labelled negative example, and it always arrives late.
60. Personalization Without Creepiness · ~50 min
Split the model by how each attribute is used, and report what was withheld.
61. Cold Start and Shared Accounts · ~45 min
Coverage is not knowledge, and one field stands between two people.