Assessment of Predictive Models for Improving Default Settings in Streaming Services

Assessment of Predictive Models for Improving Default Settings in Streaming Services

Streaming services provide different settings where customers can choose a sound and video quality based on personal preference. The majority of users never make an active choice; instead, they get a default quality setting which is chosen automatically for them based on some parameters, like intern...

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Bibliographic Details
Main Author: Lattouf, Mouzeina
Format: Others
Language:English
Published: KTH, Skolan för kemi, bioteknologi och hälsa (CBH) 2020
Subjects:
Interpretable Machine Learning
Machine Learning
Shapley Additive Explanations
User Settings
User experience
Användarinställningar
Användarupplevelse
Maskininlärning
Tolkningsbar Maskininlärning
Computer and Information Sciences
Data- och informationsvetenskap
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-284482

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-284482

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