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AAAI
2004
14 years 11 months ago
Error Detection and Impact-Sensitive Instance Ranking in Noisy Datasets
Given a noisy dataset, how to locate erroneous instances and attributes and rank suspicious instances based on their impacts on the system performance is an interesting and import...
Xingquan Zhu, Xindong Wu, Ying Yang
ATAL
2006
Springer
15 years 1 months ago
Toward an understanding of the impact of software personal assistants on human organizations
Intelligent software personal assistants for human organizations are an active research area within the multiagent community. However, while many capabilities for these software p...
Steven Okamoto, Paul Scerri, Katia P. Sycara
88
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AAAI
2007
14 years 12 months ago
The Impact of Time on the Accuracy of Sentiment Classifiers Created from a Web Log Corpus
We investigate the impact of time on the predictability of sentiment classification research for models created from web logs. We show that sentiment classifiers are time dependen...
Kathleen T. Durant, Michael D. Smith
AAAI
2006
14 years 11 months ago
The Impact of Balancing on Problem Hardness in a Highly Structured Domain
Random problem distributions have played a key role in the study and design of algorithms for constraint satisfaction and Boolean satisfiability, as well as in our understanding o...
Carlos Ansótegui, Ramón Béjar...
IVA
2009
Springer
15 years 4 months ago
Evaluating Adaptive Feedback in an Educational Computer Game
In this paper, we present a study to evaluate the impact of adaptive feedback on the effectiveness of a pedagogical agent for an educational computer game. We compare a version of ...
Cristina Conati, Micheline Manske