Unit 6 Flashcards
Why do we need music recommendations
Why do we need music recommendations?
Whom to ask for recommendations
Whom to ask for recommendations
How do we search for music
How do we search for music
How to describe music features
How to describe music features
User generated content
User generated content
Playlist recommendations
Playlist recommendations
Approaches to automatic recommendations
Approaches to automatic recommendations
Offerings
Offerings
Demand
Demand
Amazon RS
Amazon RS
Pandora RS
Pandora RS
Last Fm
Last Fm
BlueTunA RS
BlueTunA RS
Quality of good recommendation
Quality of good recommendation
mpeer
mpeer
Feature
Feature
Textual description
Textual description
Expert Metadata
Expert Metadata
Web mining
Web mining
Social Tags
Social Tags
Description of audio features
Description of audio features
Feature Extraction
Feature Extraction
State of art automatic analysis
State of art automatic analysis
Standards for a description of musical feature
Standards for description of musical feature
User U
User U
User profile features
User profile features
Description lang for user profile
Description lang for user profile
UMIRL, MPEG-7, FOAF
UMIRL, MPEG-7, FOAF
Description of user profile
Description of user profile
Setup and storage of user profile
Setup and storage of user profile
Distance and similarity of user and items
Distance and similarity of user and items
The similarity of Items and user
Similarity of Items and user
User based CF similarity
User based CF similarity
Distance metric
Distance metric
Similarity metric
Similarity metric
Dice and Jaccard
Dice and Jaccard
Recommend
Recommend
Categorization of RS
Categorization of RS
CBF
CBF
Collaborative filtering
Collaborative filtering
User-based CF
User-based CF