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69
Voted
RECSYS
2015
ACM
9 years 11 months ago
Personality-Based Recommendations: Evidence from Amazon.com
In this paper, we evaluate the accuracy of personality-based recommendations using a real-world data set from Amazon.com. We automatically infer the personality traits, needs, and...
Panagiotis Adamopoulos, Vilma Todri
67
Voted
RECSYS
2015
ACM
9 years 11 months ago
The Recommendation Game: Using a Game-with-a-Purpose to Generate Recommendation Data
This paper describes a casual Facebook game to capture recommendation data as a side-effect of gameplay. We show how this data can be used to make successful recommendations as p...
Sam Banks, Rachael Rafter, Barry Smyth
85
Voted
RECSYS
2015
ACM
9 years 11 months ago
The Continuous Cold-start Problem in e-Commerce Recommender Systems
Many e-commerce websites use recommender systems to recommend items to users. When a user or item is new, the system may fail because not enough information is available on this u...
Lucas Bernardi, Jaap Kamps, Julia Kiseleva, Melani...
69
Voted
RECSYS
2015
ACM
9 years 11 months ago
Image Discovery and Insertion for Custom Publishing
:  Image Discovery and Insertion for Custom Publishing Lei Liu, Jerry Liu, Shanchan Wu HP Laboratories HPL-2015-78 Image Recommendation; Custom Publishing Images in reading mate...
Lei Liu, Jerry Liu, Shanchan Wu
63
Voted
RECSYS
2015
ACM
9 years 11 months ago
Letting Users Choose Recommender Algorithms: An Experimental Study
Recommender systems are not one-size-fits-all; different algorithms and data sources have different strengths, making them a better or worse fit for different users and use cases....
Michael D. Ekstrand, Daniel Kluver, F. Maxwell Har...