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131
Voted
KDD
2009
ACM
266views Data Mining» more  KDD 2009»
15 years 9 months ago
OpinionMiner: a novel machine learning system for web opinion mining and extraction
Merchants selling products on the Web often ask their customers to share their opinions and hands-on experiences on products they have purchased. Unfortunately, reading through al...
Wei Jin, Hung Hay Ho, Rohini K. Srihari
107
Voted
IAT
2009
IEEE
15 years 9 months ago
Multilingual Statistical News Summarisation: Preliminary Experiments with English
—In this paper we present a generic approach for summarising multilingual news clusters such as the ones produced by the Europe Media Monitor (EMM) system. It is generic because ...
Mijail Alexandrov Kabadjov, Josef Steinberger, Bru...
ICMLA
2008
15 years 4 months ago
Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic Indexing
Dimension reduction techniques have been successfully applied to face recognition and text information retrieval. The process can be time-consuming when the data set is large. Thi...
Sophia Sakellaridi, Haw-ren Fang, Yousef Saad
133
Voted
SODA
2003
ACM
116views Algorithms» more  SODA 2003»
15 years 3 months ago
Browsing around a digital library
What will it be like to work in the digital library of the future? We begin by browsing around an experimental digital library of the present, glancing at some collections and show...
Ian H. Witten
127
Voted
KDD
2009
ACM
200views Data Mining» more  KDD 2009»
15 years 9 months ago
Visual analysis of documents with semantic graphs
In this paper, we present a technique for visual analysis of documents based on the semantic representation of text in the form of a directed graph, referred to as semantic graph....
Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Gr...