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» Evaluating topic models for digital libraries
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WSC
1998
15 years 1 months ago
A Library of Reusable Model Components for Visual Simulation of the NCSTRL System
This paper presents a library of reusable model components for visual simulation of the Networked Computer Science Technical Report Library (NCSTRL) and illustrates how a visual s...
Osman Balci, Cengiz Ulusaraç, Poorav Shah, ...
KDD
2004
ACM
210views Data Mining» more  KDD 2004»
16 years 5 days ago
Probabilistic author-topic models for information discovery
We propose a new unsupervised learning technique for extracting information from large text collections. We model documents as if they were generated by a two-stage stochastic pro...
Mark Steyvers, Padhraic Smyth, Michal Rosen-Zvi, T...
KDD
2008
ACM
211views Data Mining» more  KDD 2008»
16 years 5 days ago
ArnetMiner: extraction and mining of academic social networks
This paper addresses several key issues in the ArnetMiner system, which aims at extracting and mining academic social networks. Specifically, the system focuses on: 1) Extracting ...
Jie Tang, Jing Zhang, Limin Yao, Juanzi Li, Li Zha...
WSDM
2012
ACM
309views Data Mining» more  WSDM 2012»
13 years 7 months ago
Mining contrastive opinions on political texts using cross-perspective topic model
This paper presents a novel opinion mining research problem, which is called Contrastive Opinion Modeling (COM). Given any query topic and a set of text collections from multiple ...
Yi Fang, Luo Si, Naveen Somasundaram, Zhengtao Yu
CLEF
2006
Springer
15 years 3 months ago
Monolingual and Bilingual Experiments in GeoCLEF2006
This paper presents the results of our initial experiments in the monolingual English, Spanish and Portuguese tasks and the Bilingual Spanish English, Spanish Portuguese, Englis...
Rocio Guillén