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SIGIR
2010
ACM
14 years 10 months ago
SED: supervised experimental design and its application to text classification
In recent years, active learning methods based on experimental design achieve state-of-the-art performance in text classification applications. Although these methods can exploit ...
Yi Zhen, Dit-Yan Yeung
CIKM
2010
Springer
14 years 7 months ago
Combining link and content for collective active learning
In this paper, we study a novel problem Collective Active Learning, in which we aim to select a batch set of "informative" instances from a networking data set to query ...
Lixin Shi, Yuhang Zhao, Jie Tang
ECIR
2007
Springer
14 years 11 months ago
Incorporating Diversity and Density in Active Learning for Relevance Feedback
Abstract. Relevance feedback, which uses the terms in relevant documents to enrich the user’s initial query, is an effective method for improving retrieval performance. An assoc...
Zuobing Xu, Ram Akella, Yi Zhang 0001
SERP
2003
14 years 11 months ago
FAR: An Editing Tool for Standard Information Generation
It’s difficult for administrators to retrieve information from reports that are generated by different people with different computer platforms, word processors, and interpretat...
Tao Zhang, H. Conrad Cunningham, Jian Li
WEBI
2005
Springer
15 years 3 months ago
Boosting Item Keyword Search with Spreading Activation
Most keyword search engines returns directly matching keyword phrases. However, publishers cannot anticipate all possible ways in which users would search for the items in their d...
Dipti Aswath, Syed Toufeeq Ahmed, James D'cunha, H...