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KDD
2006
ACM
141views Data Mining» more  KDD 2006»
16 years 8 days ago
Statistical entity-topic models
The primary purpose of news articles is to convey information about who, what, when and where. But learning and summarizing these relationships for collections of thousands to mil...
David Newman, Chaitanya Chemudugunta, Padhraic Smy...
KDD
2010
ACM
235views Data Mining» more  KDD 2010»
15 years 3 months ago
The topic-perspective model for social tagging systems
In this paper, we propose a new probabilistic generative model, called Topic-Perspective Model, for simulating the generation process of social annotations. Different from other g...
Caimei Lu, Xiaohua Hu, Xin Chen, Jung-ran Park, Ti...
TKDE
2002
148views more  TKDE 2002»
14 years 11 months ago
A Survey of Temporal Knowledge Discovery Paradigms and Methods
John F. Roddick, Myra Spiliopoulou
NIPS
2001
15 years 1 months ago
Latent Dirichlet Allocation
We describe latent Dirichlet allocation (LDA), a generative probabilistic model for collections of discrete data such as text corpora. LDA is a three-level hierarchical Bayesian m...
David M. Blei, Andrew Y. Ng, Michael I. Jordan

Lecture Notes
633views
16 years 9 months ago
Data Structures
"The study of data structures and the algorithms that manipulate them is among the most fundamental topics in computer science. Most of what computer systems spend their time ...
Dave Mount