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» Studying the History of Ideas Using Topic Models
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WCRE
2006
IEEE
14 years 1 months ago
Animated Visualization of Software History using Evolution Storyboards
The understanding of the structure of a software system can be improved by analyzing the system’s evolution during development. Visualizations of software history that provide o...
Dirk Beyer, Ahmed E. Hassan
KDD
2008
ACM
184views Data Mining» more  KDD 2008»
14 years 7 months ago
Joint latent topic models for text and citations
In this work, we address the problem of joint modeling of text and citations in the topic modeling framework. We present two different models called the Pairwise-Link-LDA and the ...
Ramesh Nallapati, Amr Ahmed, Eric P. Xing, William...
KDD
2007
ACM
206views Data Mining» more  KDD 2007»
14 years 7 months ago
Automatic labeling of multinomial topic models
Multinomial distributions over words are frequently used to model topics in text collections. A common, major challenge in applying all such topic models to any text mining proble...
Qiaozhu Mei, Xuehua Shen, ChengXiang Zhai
KDD
2006
ACM
143views Data Mining» more  KDD 2006»
14 years 7 months ago
Mining long-term search history to improve search accuracy
Long-term search history contains rich information about a user's search preferences. In this paper, we study statistical language modeling based methods to mine contextual i...
Bin Tan, Xuehua Shen, ChengXiang Zhai
CHI
2010
ACM
14 years 2 months ago
Momentum: getting and staying on topic during a brainstorm
Despite the prevalent use of group brainstorming for problem solving and decision-making within organizations, brainstorming sessions often lack focus and fail to produce quality ...
Patti Bao, Elizabeth Gerber, Darren Gergle, David ...