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» Learning from Logged Implicit Exploration Data
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ACML
2009
Springer
15 years 7 months ago
Injecting Structured Data to Generative Topic Model in Enterprise Settings
Enterprises have accumulated both structured and unstructured data steadily as computing resources improve. However, previous research on enterprise data mining often treats these ...
Han Xiao, Xiaojie Wang, Chao Du
113
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CIKM
2011
Springer
14 years 15 days ago
A probabilistic method for inferring preferences from clicks
Evaluating rankers using implicit feedback, such as clicks on documents in a result list, is an increasingly popular alternative to traditional evaluation methods based on explici...
Katja Hofmann, Shimon Whiteson, Maarten de Rijke
114
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VISUALIZATION
2003
IEEE
15 years 5 months ago
A Visual Exploration Process for the Analysis of Internet Routing Data
The Internet pervades many aspects of our lives and is becoming indispensable to critical functions in areas such as commerce, government, production and general information disse...
Soon Tee Teoh, Kwan-Liu Ma, Shyhtsun Felix Wu
EDM
2008
289views Data Mining» more  EDM 2008»
15 years 2 months ago
Developing a Log-based Motivation Measuring Tool
The purpose of this study is to develop a conceptual framework and a tool for measuring motivation of online learners. The study was carried out in three phases, the first of which...
Arnon Hershkovitz, Rafi Nachmias
BMCBI
2008
100views more  BMCBI 2008»
15 years 20 days ago
High-precision high-coverage functional inference from integrated data sources
Background: Information obtained from diverse data sources can be combined in a principled manner using various machine learning methods to increase the reliability and range of k...
Bolan Linghu, Evan S. Snitkin, Dustin T. Holloway,...