TY - GEN
T1 - Event feature and personality -event - Ontology based for classifying Chinese web pages
AU - Wang, Li
AU - Liu, Zong Tian
AU - Wang, Yan Hua
AU - Sun, Rong
AU - Liu, H. F.
PY - 2009
Y1 - 2009
N2 - In recent years, more and more experts find that events have more semantic means than any other features, such as, characters, terms and concepts. This paper described a method which used event features to classify Chinese web pages talking about personality in SVM classifier. Firstly, we explained how to represent Chinese documents by event features. Secondly, we constructed event ontology about personality information. We called this event ontology as Personality Event Ontology (PEOnt). Finally, an experiment was presented. This experiment showed that our approach results had an improved classification in terms of precision and recall. This improvement, however, come at a cost in a low features vector space's dimensionality due to the event features and event ontology used.
AB - In recent years, more and more experts find that events have more semantic means than any other features, such as, characters, terms and concepts. This paper described a method which used event features to classify Chinese web pages talking about personality in SVM classifier. Firstly, we explained how to represent Chinese documents by event features. Secondly, we constructed event ontology about personality information. We called this event ontology as Personality Event Ontology (PEOnt). Finally, an experiment was presented. This experiment showed that our approach results had an improved classification in terms of precision and recall. This improvement, however, come at a cost in a low features vector space's dimensionality due to the event features and event ontology used.
KW - Document representation
KW - Documents classify
KW - Event
KW - Event ontology
UR - http://www.scopus.com/inward/record.url?scp=77950282900&partnerID=8YFLogxK
U2 - 10.1109/WCSE.2009.874
DO - 10.1109/WCSE.2009.874
M3 - Conference contribution
AN - SCOPUS:77950282900
SN - 9780769538815
T3 - 2nd International Workshop on Computer Science and Engineering, WCSE 2009
SP - 555
EP - 557
BT - 2nd International Workshop on Computer Science and Engineering, WCSE 2009
T2 - 2nd International Workshop on Computer Science and Engineering, WCSE 2009
Y2 - 28 October 2009 through 30 October 2009
ER -