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UM
2005
Springer
15 years 5 months ago
An Economic Model of User Rating in an Online Recommender System
Abstract. Economic modeling provides a formal mechanism to understand user incentives and behavior in online systems. In this paper we describe the process of building a parameteri...
F. Maxwell Harper, Sherry Xin Li, Yan Chen, Joseph...
CHI
2007
ACM
16 years 1 days ago
Modeling and understanding students' off-task behavior in intelligent tutoring systems
We present a machine-learned model that can automatically detect when a student using an intelligent tutoring system is off-task, i.e., engaged in behavior which does not involve ...
Ryan Shaun Joazeiro de Baker
DSOM
2000
Springer
15 years 4 months ago
The Doctor Is In: Helping End Users Understand the Health of Distributed Systems
Abstract. Users need know nothing of the internals of distributed applications that are performing well. However, when performance flags or fails, a depiction of system behavior f...
Paul Dourish, Daniel C. Swinehart, Marvin Theimer
MASCOTS
2007
15 years 1 months ago
Uncovering the Effect of System Performance on User Behavior from Traces of Parallel Systems
—Intuitively, it seems that understanding how the performance of a system affects its users requires research in psychology and the conducting of live experiments. We demonstrate...
Edi Shmueli, Dror G. Feitelson
SIGIR
2011
ACM
14 years 2 months ago
Collaborative competitive filtering: learning recommender using context of user choice
While a user’s preference is directly reflected in the interactive choice process between her and the recommender, this wealth of information was not fully exploited for learni...
Shuang-Hong Yang, Bo Long, Alexander J. Smola, Hon...