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» Textual data mining of service center call records
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SDM
2009
SIAM
235views Data Mining» more  SDM 2009»
14 years 2 months ago
Topic Cube: Topic Modeling for OLAP on Multidimensional Text Databases.
As the amount of textual information grows explosively in various kinds of business systems, it becomes more and more desirable to analyze both structured data records and unstruc...
ChengXiang Zhai, Duo Zhang, Jiawei Han
SDM
2012
SIAM
278views Data Mining» more  SDM 2012»
11 years 7 months ago
Legislative Prediction via Random Walks over a Heterogeneous Graph
In this article, we propose a random walk-based model to predict legislators’ votes on a set of bills. In particular, we first convert roll call data, i.e. the recorded votes a...
Jun Wang, Kush R. Varshney, Aleksandra Mojsilovic
LREC
2008
165views Education» more  LREC 2008»
13 years 6 months ago
Design and Data Collection for Spoken Polish Dialogs Database
Spoken corpora provide a critical resource for research, development and evaluation of spoken dialog systems. This paper describes the telephone spoken dialog corpus for Polish cr...
Krzysztof Marasek, Ryszard Gubrynowicz
KDD
2009
ACM
150views Data Mining» more  KDD 2009»
14 years 5 months ago
Large human communication networks: patterns and a utility-driven generator
Given a real, and weighted person-to-person network which changes over time, what can we say about the cliques that it contains? Do the incidents of communication, or weights on t...
Nan Du, Christos Faloutsos, Bai Wang, Leman Akoglu
VLDB
2001
ACM
114views Database» more  VLDB 2001»
13 years 9 months ago
Distinct Sampling for Highly-Accurate Answers to Distinct Values Queries and Event Reports
Estimating the number of distinct values is a wellstudied problem, due to its frequent occurrence in queries and its importance in selecting good query plans. Previous work has sh...
Phillip B. Gibbons