20 search results - page 1 / 4 » Text Categorization with Class-Based and Corpus-Based Keywor... |
ISCIS
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. In this paper, we examine the use of keywords in text categorization with SVM. In contrast to the usual belief, we reveal that using keywords instead of all words yields ...
KI
2006
Springer
13 years 4 months ago
2006
Springer
In this paper, we examine the performance of the two policies for keyword selection over standard document corpora of varying properties. While in corpus-based policy a single set ...
ISCIS
2009
Springer
13 years 11 months ago
2009
Springer
WWW
2006
ACM
14 years 5 months ago
2006
ACM
Large-scale text categorization is an important research topic for Web data mining. One of the challenges in large-scale text categorization is how to reduce the amount of human e...
SAC
2003
ACM
13 years 10 months ago
2003
ACM
The construction of a text classifier usually involves (i) a phase of term selection, in which the most relevant terms for the classification task are identified, (ii) a phase ...