TY - GEN
T1 - Expertise mining from scientific literature
AU - Buitelaar, Paul
AU - Eigner, Thomas
PY - 2009
Y1 - 2009
N2 - We describe an approach to pattern-based expertise topic extraction from publicly available scientific publications using Google Scholar. The approach is based on the observation that in the scientific text genre expertise topics will occur frequently in the context of particular phrasings that introduce them, such as 'method for', 'approach to', etc. The extracted knowledge can be used to analyze research structure in terms of expertise topics, researchers associated with these and relations between them.
AB - We describe an approach to pattern-based expertise topic extraction from publicly available scientific publications using Google Scholar. The approach is based on the observation that in the scientific text genre expertise topics will occur frequently in the context of particular phrasings that introduce them, such as 'method for', 'approach to', etc. The extracted knowledge can be used to analyze research structure in terms of expertise topics, researchers associated with these and relations between them.
KW - Expertise
KW - Information extraction
KW - Science text
KW - Text mining
UR - http://www.scopus.com/inward/record.url?scp=70449686684&partnerID=8YFLogxK
U2 - 10.1145/1597735.1597767
DO - 10.1145/1597735.1597767
M3 - Conference Publication
SN - 9781605586588
T3 - K-CAP'09 - Proceedings of the 5th International Conference on Knowledge Capture
SP - 171
EP - 172
BT - K-CAP'09 - Proceedings of the 5th International Conference on Knowledge Capture
T2 - 5th International Conference on Knowledge Capture, K-CAP'09
Y2 - 1 September 2009 through 4 September 2009
ER -