Archive for 06月, 2009
情感分析及观点挖掘，含摘要
http://alias-i.com/lingpipe/demos/tutorial/sentiment/read-me.html（开源框架）
classification
named entity recognition
clustering
part of speech
sentences
spelling correction
string comparison
significant phrases
character language models
medline parsing
database text mining
chinese word segmentation
hyphenation and syllabification
sentiment analysis
language identification
word sense disambiguation
singular value decomposition
logistic regression
expectation maximization
http://www.cs.ubc.ca/~carenini/storage/SEA/demo.html
http://www.cs.uic.edu/~liub/
http://data.semanticweb.org/papers
Reasoning with Uncertainty
http://www.blutner.de/uncert/
http://amor.rz.hu-berlin.de/~h0998dgh/uncert/
Outline Reasoning with uncertainty and with probabilities is important for many fields of Artificial Intelligence, especially for expert systems, robotics, and neuronal networks. The course gives a representative overview of the various models and instruments that deal with uncertainty and vagueness, such as Bayesian networks, certainty factors, Dempster-Shafer theory, fuzzy logic, possibilistic logic, and quantum probabilities. […]