483 search results - page 52 / 97 » Sampling the Web as Training Data for Text Classification |
157
click to vote
CIKM
2008
Springer
15 years 5 months ago
2008
Springer
Tagged data is rapidly becoming more available on the World Wide Web. Web sites which populate tagging services offer a good way for Internet users to share their knowledge. An in...
122
click to vote
ECML
2007
Springer
15 years 9 months ago
2007
Springer
Word meaning ambiguity has always been an important problem in information retrieval and extraction, as well as, text mining (documents clustering and classification). Knowledge di...
129
click to vote
SIGIR
2008
ACM
15 years 3 months ago
2008
ACM
It is difficult to apply machine learning to new domains because often we lack labeled problem instances. In this paper, we provide a solution to this problem that leverages domai...
129
click to vote
KDD
2007
ACM
16 years 3 months ago
2007
ACM
Data mining tasks such as supervised classification can often benefit from a large training dataset. However, in many application domains, privacy concerns can hinder the construc...
121
click to vote
ESWA
2006
15 years 3 months ago
2006
Due to the exponential growth of documents on the Internet and the emergent need to organize them, the automated categorization of documents into predefined labels has received an...