WSDM
8 years 9 days ago
2016 ACM 
Collaborative Filtering (CF) is the most popular method for recommender systems. The principal idea of CF is that users might be interested in items that are favorited by similar ...
WSDM
8 years 9 days ago
2016 ACM 
Massive Open Online Courses (MOOCs), which collect complete records of all student interactions in an online learning environment, offer us an unprecedented opportunity to analyze...
WSDM
8 years 9 days ago
2016 ACM 
Factorization Machines offer good performance and useful embeddings of data. However, they are costly to scale to large amounts of data and large numbers of features. In this pap...
WSDM
8 years 9 days ago
2016 ACM 
Consumer spending accounts for a large fraction of economic footprint of modern countries. Increasingly, consumer activity is moving to the web, where digital receipts of online p...
WSDM
8 years 9 days ago
2016 ACM 
In this tutorial we give an overview of click models for web search. We show how the framework of probabilistic graphical models helps to explain user behavior, build new evaluati...
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Data Mining