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Last.fm

Known as: If it moves, graph it, Last.FM upon CBS Interactive's due diligence, Audio Scrobbler 
Last.fm is a music website, founded in the United Kingdom in 2002. Using a music recommender system called "Audioscrobbler", Last.fm builds a… 
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AlgorithmAndroidApplication programming interfaceAudiosurf

Papers overview

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2018
2018
Hierarchical Bayesian Gaussian Mixtures for User Session Length Modeling in Media Streaming – Project Report
In this project, we propose new modeling for user session length distribution – i.e. the amount of time users spend on a service… 
2017
2017
CROSS-CULTURAL TRANSFER LEARNING USING SAMPLE-LEVEL DEEP CONVOLUTIONAL NEURAL NETOWRKS
This submission aims to show how cultural differences in music affect audio feature learning. Measuring how largely music content… 
2017
2017
Evaluating Social Networks Using Task-Focused Network Inference
Networks are representations of complex underlying social processes. However, the same given network may be more suitable to… 
2016
2016
Dynamic Collaborative Filtering With Compound Poisson Factorization
Model-based collaborative filtering analyzes user-item interactions to infer latent factors that represent user preferences and… 
2015
2015
Semantic Disambiguation and Contextualisation of Social Tags 1
We present an algorithmic framework to accurately and efficiently identify the semantic meanings and contexts of social tags… 
2013
2013
Improving Personal Product Recommendation via Friendships’ Expansion
The trust as a social relationship captures similarity of tastes or interests in perspective. However, the existent trust… 
2010
2010
Analysing Dependency Dynamics in Web Data
Modern web sites provide easy access to large amounts of data via open application programming interfaces. Users interacting with… 
2010
2010
Building Successful Online Research Networks with the Last.fm Model
The emergence of online social networks such as Friendster, MySpace, Facebook, and LinkedIn changed the way people socially… 
2008
2008
Exploiting Additional Context for Graph-Based Tag Recommendations in Folksonomy Systems
Folksonomy systems enable users to participate in the Web content creation process by annotating (tagging) resources with freely… 
2008
2008
Open Repositories 2.0: Harvesting Community Annotations to Enhance Discovery services
Over the past few years, collaborative social tagging and annotation systems that involve communities of users creating and…