Difference between revisions of "Item talk:Q1215"

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== How is "engagement" generated? ==
 
== How is "engagement" generated? ==
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We discuss Youtube first (source: {{Q|1236}})
 
=== Scale ===
 
=== Scale ===
 
[[File:YoutubeBillion.jpg|frameless]]
 
[[File:YoutubeBillion.jpg|frameless]]
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[[File:YoutubeReward.jpg|frameless]]
 
[[File:YoutubeReward.jpg|frameless]]
  
Source: {{Q|1236}}
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=== Comment ===
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* The DNNs of version 2 (tend to) model stable user characteristics.
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* The CNNs of version 3 (tend to) model dynamic user characteristics.
  
 
== Individual rights ==
 
== Individual rights ==

Revision as of 15:46, 8 October 2019

Addiction and Technology: Understanding the Links

Introduction


How is "engagement" generated?

We discuss Youtube first (source: "Reinforcement Learning for Recommender Systems: A Case Study on Youtube," by Minmin Chen (Q1236))

Scale

YoutubeBillion.jpg

Version 1

YoutubeMatrix.jpg

Version 2

YoutubeDeeper.jpg

Problem

YoutubeMyopic.jpg

Latest

YoutubeUserEvents.jpg YoutubeUserState.jpg YoutubeReward.jpg

Comment

  • The DNNs of version 2 (tend to) model stable user characteristics.
  • The CNNs of version 3 (tend to) model dynamic user characteristics.

Individual rights

Definition

personal data (Q28): "data about an identified or identifiable individual"

Data rights

Right to benefit from science

Universal Declaration of Human Rights (Q1233) and UN Declaration on Human Rights Article 27 (Q1234): "Everyone has the right freely to participate in the cultural life of the community, to enjoy the arts and to share in scientific advancement and its benefits."

See also:

An example