TY - JOUR AU - Limpens, Freddy AU - Gandon, Fabien AU - Buffa, Michel T1 - Bridging ontologies and folksonomies to leverage knowledge sharing on the social Web: A brief survey JO - Automated Software Engineering - Workshops, 2008. ASE Workshops 2008. 23rd IEEE/ACM International Conference on PY - 2008/sept. VL - IS - SP - 13 EP - 18 UR - M3 - 10.1109/ASEW.2008.4686305 KW - folksonomy KW - ol KW - ontology KW - survey KW - toread KW - webzu L1 - SN - N1 - Welcome to IEEE Xplore 2.0: Bridging ontologies and folksonomies to leverage knowledge sharing on the social Web: A brief survey N1 - AB - Social tagging systems have recently became very popular as a means to classify large sets of resources shared among on-line communities over the social Web. However, the folksonomies resulting from the use of these systems revealed limitations : tags are ambiguous and their spelling may vary, and folksonomies are difficult to exploit in order to retrieve or exchange information. This article compares the recent attempts to overcome these limitations and to support the use of folksonomies with formal languages and ontologies from the Semantic Web. ER - TY - GEN AU - Tresp, Volker AU - Bundschus, Markus AU - Rettinger, Achim AU - Huang, Yi A2 - T1 - Towards machine learning on the semantic web JO - Uncertainty Reasoning for the Semantic Web I Lecture Notes in AI PB - Springer AD - PY - 2008/ VL - IS - SP - EP - UR - http://wwwbrauer.informatik.tu-muenchen.de/~trespvol/papers/LearningRDF23.pdf M3 - KW - learning KW - ol KW - ontology KW - survey KW - tools KW - toread L1 - N1 - N1 - AB - ER - TY - JOUR AU - Zhou, Lina T1 - Ontology learning: state of the art and open issues JO - Information Technology and Management PY - 2007/10 VL - 8 IS - 3 SP - 241 EP - 252 UR - http://dx.doi.org/10.1007/s10799-007-0019-5 M3 - KW - learning KW - ol KW - ontology KW - survey KW - webzu L1 - SN - N1 - SpringerLink - Zeitschriftenbeitrag N1 - AB - Abstract  Ontology is one of the fundamental cornerstones of the semantic Web. The pervasive use of ontologies in information sharing

and knowledge management calls for efficient and effective approaches to ontology development. Ontology learning, which seeksto discover ontological knowledge from various forms of data automatically or semi-automatically, can overcome the bottleneckof ontology acquisition in ontology development. Despite the significant progress in ontology learning research over the pastdecade, there remain a number of open problems in this field. This paper provides a comprehensive review and discussion ofmajor issues, challenges, and opportunities in ontology learning. We propose a new learning-oriented model for ontology developmentand a framework for ontology learning. Moreover, we identify and discuss important dimensions for classifying ontology learningapproaches and techniques. In light of the impact of domain on choosing ontology learning approaches, we summarize domaincharacteristics that can facilitate future ontology learning effort. The paper offers a road map and a variety of insightsabout this fast-growing field. ER - TY - JOUR AU - Cimiano, Philipp AU - V"olker, Johanna AU - Studer, Rudi T1 - Ontologies on Demand? -A Description of the State-of-the-Art, Applications, Challenges and Trends for Ontology Learning from Text Information JO - Information, Wissenschaft und Praxis PY - 2006/ VL - 57 IS - 6-7 SP - 315 EP - 320 UR - http://www.aifb.uni-karlsruhe.de/Publikationen/showPublikation?publ_id=1282 M3 - KW - learning KW - ol KW - ontology KW - survey L1 - SN - N1 - Ontologies on Demand? - A Description of the State-of-the-Art, Applications, Challenges and Trends for Ontology Learning from Text N1 - AB - ER - TY - CONF AU - Brank, Janez AU - Grobelnik, Marko AU - Mladenić, Dunja A2 - T1 - A Survey of Ontology Evaluation Techniques T2 - Proc. of 8th Int. multi-conf. Information Society PB - CY - PY - 2005/ M2 - VL - IS - SP - 166 EP - 169 UR - M3 - KW - evaluation KW - ol KW - ontology KW - survey L1 - SN - N1 - A nice survey of ontology evaluation methods, easy to read. N1 - AB - ER - TY - RPRT AU - Gómez-Pérez, Asuncion AU - Manzano-Macho, David A2 - T1 - A survey of ontology learning methods and techniques PB - OntoWeb Consortium AD - PY - 2003/ VL - IS - 1.5 SP - EP - UR - http://www.deri.at/fileadmin/documents/deliverables/Ontoweb/D1.5.pdf M3 - KW - learning KW - ol KW - ontology KW - survey L1 - N1 - N1 - Deliverable N1 - AB - ER -