WSDM
8 years 5 months 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 5 months 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 5 months 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 5 months 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 5 months 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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