@inproceedings{suchanek2007semantic, abstract = {We present YAGO, a light-weight and extensible ontology with high coverage and quality. YAGO builds on entities and relations and currently contains more than 1 million entities and 5 million facts. This includes the Is-A hierarchy as well as non-taxonomic relations between entities (such as HASONEPRIZE). The facts have been automatically extracted from Wikipedia and unified with WordNet, using a carefully designed combination of rule-based and heuristic methods described in this paper. The resulting knowledge base is a major step beyond WordNet: in quality by adding knowledge about individuals like persons, organizations, products, etc. with their semantic relationships - and in quantity by increasing the number of facts by more than an order of magnitude. Our empirical evaluation of fact correctness shows an accuracy of about 95%. YAGO is based on a logically clean model, which is decidable, extensible, and compatible with RDFS. Finally, we show how YAGO can be further extended by state-of-the-art information extraction techniques.}, acmid = {1242667}, address = {New York, NY, USA}, author = {Suchanek, Fabian M. and Kasneci, Gjergji and Weikum, Gerhard}, booktitle = {Proceedings of the 16th international conference on World Wide Web}, doi = {10.1145/1242572.1242667}, interhash = {1d2c2b23ce2a6754d12c4364e19c574c}, intrahash = {84ae693c0a6dfb6d4b051b0b6dbd3668}, isbn = {978-1-59593-654-7}, location = {Banff, Alberta, Canada}, numpages = {10}, pages = {697--706}, publisher = {ACM}, title = {YAGO: a core of semantic knowledge}, url = {http://doi.acm.org/10.1145/1242572.1242667}, year = 2007 } @book{pan2013ontologydriven, address = {Berlin [u.a.]}, editor = {Pan, Jeff Z.}, format = {book}, interhash = {b227c90d573b8bbe06380a07d797612e}, intrahash = {b88adb2114769033172f3974ad1aaaac}, isbn = {9783642312250}, partauthors = {Pan, Jeff Z. (Hrsg.)}, publisher = {Springer}, shorttitle = {Ontology-Driven Software Development}, subtitle = {Jeff Z. Pan ... eds.}, title = {Ontology-Driven Software Development}, titlestatement = {Jeff Z. Pan ... eds.}, uniqueid = {HEB309548594}, url = {http://scans.hebis.de/HEBCGI/show.pl?30954859_cov.jpg}, year = 2013 } @book{staab2009handbook, abstract = {An ontology is a formal description of concepts and relationships that can exist for a community of human and/or machine agents. This book considers ontology languages, ontology engineering methods, example ontologies, infrastructures and technologies for ontologies, and how to bring this all into ontology-based infrastructures and applications.}, address = {Berlin}, author = {Staab, Steffen and Studer, Rudi}, interhash = {c2e7c401bef2cee2bb8b12334d3c7a88}, intrahash = {be122d99dc6dd20cb58a55d62d8eca6c}, isbn = {9783540926733 3540926739}, publisher = {Springer}, refid = {569892085}, title = {Handbook on ontologies}, url = {http://public.eblib.com/choice/publicfullrecord.aspx?p=571805}, year = 2009 } @inproceedings{mitchell2015, author = {Mitchell, T. and Cohen, W. and Hruscha, E. and Talukdar, P. and Betteridge, J. and Carlson, A. and Dalvi, B. and Gardner, M. and Kisiel, B. and Krishnamurthy, J. and Lao, N. and Mazaitis, K. and Mohammad, T. and Nakashole, N. and Platanios, E. and Ritter, A. and Samadi, M. and Settles, B. and Wang, R. and Wijaya, D. and Gupta, A. and Chen, X. and Saparov, A. and Greaves, M. and Welling, J.}, booktitle = {AAAI}, interhash = {52d0d71f6f5b332dabc1412f18e3a93d}, intrahash = {63070703e6bb812852cca56574aed093}, note = {: Never-Ending Learning in AAAI-2015}, title = {Never-Ending Learning}, url = {http://www.cs.cmu.edu/~wcohen/pubs.html}, year = 2015 } @incollection{pol_introduction, author = {Lehmann, Jens and Voelker, Johanna}, booktitle = {Perspectives on Ontology Learning}, editor = {Lehmann, Jens and Voelker, Johanna}, interhash = {a53a9f1796f71f2f1c5ec646961f8924}, intrahash = {cf6a6785f5cab0525632a003c47ef5f7}, owner = {jl}, pages = {ix-xvi}, publisher = {AKA / IOS Press}, title = {An Introduction to Ontology Learning}, url = {http://jens-lehmann.org/files/2014/pol_introduction.pdf}, year = 2014 }