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AAAI
2011
14 years 3 months ago
Effective End-User Interaction with Machine Learning
End-user interactive machine learning is a promising tool for enhancing human productivity and capabilities with large unstructured data sets. Recent work has shown that we can cr...
Saleema Amershi, James Fogarty, Ashish Kapoor, Des...
124
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JCDL
2006
ACM
137views Education» more  JCDL 2006»
15 years 9 months ago
Exploring digital libraries: integrating browsing, searching, and visualization
Exploring services for digital libraries (DLs) include two major paradigms, browsing and searching, as well as other services such as clustering and visualization. In this paper, ...
Rao Shen, Naga Srinivas Vemuri, Weiguo Fan, Ricard...
KDD
2007
ACM
192views Data Mining» more  KDD 2007»
16 years 4 months ago
Active exploration for learning rankings from clickthrough data
We address the task of learning rankings of documents from search engine logs of user behavior. Previous work on this problem has relied on passively collected clickthrough data. ...
Filip Radlinski, Thorsten Joachims
ROMAN
2007
IEEE
134views Robotics» more  ROMAN 2007»
15 years 10 months ago
Learning Reward Modalities for Human-Robot-Interaction in a Cooperative Training Task
—This paper proposes a novel method of learning a users preferred reward modalities for human-robot interaction through solving a cooperative training task. A learning algorithm ...
Anja Austermann, Seiji Yamada
DUX
2007
15 years 7 months ago
Responsibilities and implications: further thoughts on ethnography and design
Many researchers and practitioners in user experience design have turned towards social sciences to find ways to understand the social contexts in which both users and technologie...
Paul Dourish