TY  - CONF
AU  - Silva, L. De
AU  - Jayaratne, L.
A2  - 
T1  - Semi-automatic extraction and modeling of ontologies using Wikipedia XML Corpus
T2  - Applications of Digital Information and Web Technologies, 2009. ICADIWT '09. Second International Conference on the
PB  - 
CY  - 
PY  - 2009/aug.
M2  - 
VL  - 
IS  - 
SP  - 446
EP  - 451
UR  - http://ieeexplore.ieee.org/xpls/abs_all.jsp?isnumber=5273826&arnumber=5273871&count=156&index=116
M3  - 10.1109/ICADIWT.2009.5273871
KW  - learning
KW  - nlp
KW  - ol
KW  - ontology
KW  - wikipedia
L1  - 
SN  - 
N1  - Welcome to IEEE Xplore 2.0: Semi-automatic extraction and modeling of ontologies using Wikipedia XML Corpus
N1  - 
AB  - This paper introduces WikiOnto: a system that assists in the extraction and modeling of topic ontologies in a semi-automatic manner using a preprocessed document corpus derived from Wikipedia. Based on the Wikipedia XML Corpus, we present a three-tiered framework for extracting topic ontologies in quick time and a modeling environment to refine these ontologies. Using natural language processing (NLP) and other machine learning (ML) techniques along with a very rich document corpus, this system proposes a solution to a task that is generally considered extremely cumbersome. The initial results of the prototype suggest strong potential of the system to become highly successful in ontology extraction and modeling and also inspire further research on extracting ontologies from other semi-structured document corpora as well.
ER  -

TY  - CONF
AU  - Cimiano, Philipp
AU  - Völker, Johanna
A2  - Montoyo, Andres
A2  - Munoz, Rafael
A2  - Metais, Elisabeth
T1  - Text2Onto - A Framework for Ontology Learning and Data-driven Change Discovery
T2  - Proceedings of the 10th International Conference on Applications of Natural Language to Information Systems (NLDB)
PB  - Springer
CY  - Alicante, Spain
PY  - 2005/06
M2  - 
VL  - 3513
IS  - 
SP  - 227
EP  - 238
UR  - \url{http://www.aifb.uni-karlsruhe.de/WBS/jvo/publications/Text2Onto_nldb_2005.pdf}
M3  - 
KW  - kaon
KW  - learning
KW  - nlp
KW  - ol
KW  - ontology
KW  - text2onto
L1  - 
SN  - 
N1  - Institut AIFB - Publikation: Text2Onto - A Framework for Ontology Learning and Data-driven Change Discovery
N1  - 
AB  - 
ER  -