@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 } @inproceedings{tane04semantic, author = {Tane, Julien and Schmitz, Christoph and Stumme, Gerd}, bibsource = {DBLP, http://dblp.uni-trier.de}, booktitle = {Proc. 13th International World Wide Web Conference (WWW 2004)}, ee = {http://doi.acm.org/10.1145/1013369}, interhash = {92089bd1e3e798b50fe7c82cd8333e7b}, intrahash = {10efb9940c6f2881cd6c84b6c52bebd8}, pages = {1-10}, title = {Semantic resource management for the web: an e-learning application}, url = {http://www.www2004.org/proceedings/docs/2p1.pdf}, year = 2004 } @inproceedings{rattenbury2007towards, abstract = {We describe an approach for extracting semantics of tags, unstructured text-labels assigned to resources on the Web, based on each tag's usage patterns. In particular, we focus on the problem of extracting place and event semantics for tags that are assigned to photos on Flickr, a popular photo sharing website that supports time and location (latitude/longitude) metadata. We analyze two methods inspired by well-known burst-analysis techniques and one novel method: Scale-structure Identification. We evaluate the methods on a subset of Flickr data, and show that our Scale-structure Identification method outperforms the existing techniques. The approach and methods described in this work can be used in other domains such as geo-annotated web pages, where text terms can be extracted and associated with usage patterns.}, address = {New York, NY, USA}, author = {Rattenbury, Tye and Good, Nathaniel and Naaman, Mor}, booktitle = {SIGIR '07: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval}, doi = {10.1145/1277741.1277762}, file = {rattenbury2007towards.pdf:rattenbury2007towards.pdf:PDF}, groups = {public}, interhash = {8b02d2b3fdbb97c3db6e3b23079a56e5}, intrahash = {bf6f73d2ef74ca6f1d355fb5688b673c}, isbn = {978-1-59593-597-7}, pages = {103--110}, publisher = {ACM Press}, timestamp = {2010-11-10 15:35:25}, title = {Towards automatic extraction of event and place semantics from flickr tags}, url = {http://dx.doi.org/10.1145/1277741.1277762}, username = {dbenz}, year = 2007 } @article{brewster2007dio, author = {Brewster, C. and Iria, J. and Zhang, Z. and Ciravegna, F. and Guthrie, L. and Wilks, Y.}, interhash = {2718d2549472483902eb05db48b4eee9}, intrahash = {0ca836cd4474b773b7329fd65770049d}, journal = {Recent Advances in Natural Language Processing (RANLP 07)}, title = {{Dynamic iterative ontology learning}}, year = 2007 } @article{iria2006itp, author = {Iria, J. and Brewster, C. and Ciravegna, F. and Wilks, Y.}, interhash = {092944c0f8d3a0ac6ff55ff0c49f478c}, intrahash = {6f7371abe4beb8fd57b733710d90a202}, journal = {Proc. of LREC2006, Genoa}, title = {{An incremental tri-partite approach to ontology learning}}, year = 2006 } @inproceedings{tane04semantic, author = {Tane, Julien and Schmitz, Christoph and Stumme, Gerd}, bibsource = {DBLP, http://dblp.uni-trier.de}, booktitle = {Proc. 13th International World Wide Web Conference (WWW 2004)}, ee = {http://doi.acm.org/10.1145/1013369}, interhash = {92089bd1e3e798b50fe7c82cd8333e7b}, intrahash = {10efb9940c6f2881cd6c84b6c52bebd8}, pages = {1-10}, title = {Semantic resource management for the web: an e-learning application}, url = {http://www.www2004.org/proceedings/docs/2p1.pdf}, year = 2004 } @inproceedings{rattenbury2007towards, abstract = {We describe an approach for extracting semantics of tags, unstructured text-labels assigned to resources on the Web, based on each tag's usage patterns. In particular, we focus on the problem of extracting place and event semantics for tags that are assigned to photos on Flickr, a popular photo sharing website that supports time and location (latitude/longitude) metadata. We analyze two methods inspired by well-known burst-analysis techniques and one novel method: Scale-structure Identification. We evaluate the methods on a subset of Flickr data, and show that our Scale-structure Identification method outperforms the existing techniques. The approach and methods described in this work can be used in other domains such as geo-annotated web pages, where text terms can be extracted and associated with usage patterns.}, address = {New York, NY, USA}, author = {Rattenbury, Tye and Good, Nathaniel and Naaman, Mor}, booktitle = {SIGIR '07: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval}, doi = {10.1145/1277741.1277762}, interhash = {8b02d2b3fdbb97c3db6e3b23079a56e5}, intrahash = {bf6f73d2ef74ca6f1d355fb5688b673c}, isbn = {978-1-59593-597-7}, pages = {103--110}, publisher = {ACM Press}, title = {Towards automatic extraction of event and place semantics from flickr tags}, url = {http://dx.doi.org/10.1145/1277741.1277762}, year = 2007 } @inproceedings{1220215, address = {Morristown, NJ, USA}, author = {Turney, Peter D.}, booktitle = {ACL-44: Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics}, doi = {http://dx.doi.org/10.3115/1220175.1220215}, interhash = {999a7acd6d1752f04fc1b4536e6d13b2}, intrahash = {bbe58563bc09558f2ef97ec181b74358}, location = {Sydney, Australia}, pages = {313--320}, publisher = {Association for Computational Linguistics}, title = {Expressing implicit semantic relations without supervision}, url = {http://portal.acm.org/citation.cfm?id=1220215}, year = 2006 } @misc{cattuto-2008, abstract = { Social bookmarking systems allow users to organise collections of resources on the Web in a collaborative fashion. The increasing popularity of these systems as well as first insights into their emergent semantics have made them relevant to disciplines like knowledge extraction and ontology learning. The problem of devising methods to measure the semantic relatedness between tags and characterizing it semantically is still largely open. Here we analyze three measures of tag relatedness: tag co-occurrence, cosine similarity of co-occurrence distributions, and FolkRank, an adaptation of the PageRank algorithm to folksonomies. Each measure is computed on tags from a large-scale dataset crawled from the social bookmarking system del.icio.us. To provide a semantic grounding of our findings, a connection to WordNet (a semantic lexicon for the English language) is established by mapping tags into synonym sets of WordNet, and applying there well-known metrics of semantic similarity. Our results clearly expose different characteristics of the selected measures of relatedness, making them applicable to different subtasks of knowledge extraction such as synonym detection or discovery of concept hierarchies.}, author = {Cattuto, Ciro and Benz, Dominik and Hotho, Andreas and Stumme, Gerd}, interhash = {cc62b733f6e0402db966d6dbf1b7711f}, intrahash = {78fd64c3db55e6387ebdeb6c40054542}, title = {Semantic Analysis of Tag Similarity Measures in Collaborative Tagging Systems}, url = {http://www.citebase.org/abstract?id=oai:arXiv.org:0805.2045}, year = 2008 } @article{heylighen98bootstrapping, author = {Heylighen, Francis}, comment = {meh: general ontology, knowledge structures}, interhash = {aa8e2fb8c4118b7484d55ffc8104cd04}, intrahash = {2fe2537d42bd46b0a31a25c125eb865d}, journal = {Kybernetes}, number = {5/6}, pages = {691--722}, title = {Bootstrapping knowledge representations: from entailment meshes via semantic nets to learning webs}, url = {citeseer.nj.nec.com/francis96bootstrapping.html}, volume = 30, year = 2001 } @book{buitelaar05ontologylearningbook, editor = {Buitelaar, Paul and Cimiano, Philipp and Magnini, Bernardo}, interhash = {9a5beec1eb7d58ead91f134915be86ab}, intrahash = {0e71ddd52894af0e681b9d9411f7944f}, month = JUL, publisher = {IOS Press}, series = {Frontiers in Artificial Intelligence}, title = {Ontology Learning from Text: Methods, Evaluation and Applications}, volume = 123, year = 2005 } @inproceedings{schmitz06, author = {Schmitz, Patrick}, booktitle = {Collaborative Web Tagging Workshop at WWW2006, Edinburgh, Scotland}, interhash = {1335f4ef87f951e6edf4fd94f885d3a2}, intrahash = {77143fd854a06583430afae1371fad71}, month = May, title = {Inducing Ontology from Flickr Tags.}, url = {http://www.ibiblio.org/www_tagging/2006/22.pdf}, year = 2006 } @inproceedings{tane04semantic, author = {Tane, Julien and Schmitz, Christoph and Stumme, Gerd}, bibsource = {DBLP, http://dblp.uni-trier.de}, booktitle = {Proc. 13th International World Wide Web Conference (WWW 2004)}, ee = {http://doi.acm.org/10.1145/1013369}, interhash = {92089bd1e3e798b50fe7c82cd8333e7b}, intrahash = {10efb9940c6f2881cd6c84b6c52bebd8}, pages = {1-10}, title = {Semantic resource management for the web: an e-learning application}, url = {http://www.www2004.org/proceedings/docs/2p1.pdf}, year = 2004 } @inproceedings{Schaffert:2006:LwSW, abstract = {The knowledge society requires life-long learning and flexible learning environments that allow learners to learn whenever they have time, whereever they are, and according to their own needs and background knowledge. In this article, we investigate how Semantic Wikis – a combination of Wiki and Semantic Web technology – can support learners in such flexible learning environments. We first summarise common features of Wikis and Semantic Wikis and then describe different aspects of Semantic Wikis for learning. We also introduce our Semantic Wiki system called IkeWiki and show why it is particularly promising as a learning tool.}, author = {Schaffert, Sebastian and Bischof, Diana and Bürger, Tobias and Gruber, Andreas and Hilzensauer, Wolf and Schaffert, Sandra}, booktitle = {Proceedings of the First Workshop on Semantic Wikis -- From Wiki To Semantics}, crossref = {SemWiki2006-proceedings}, editor = {V\"{o}lkel, Max and Schaffert, Sebastian}, interhash = {7eb99c7ee3914350befe8db528bbfc86}, intrahash = {3f758ae7bab7262f48818b03fdb4fa59}, month = {June}, owner = {voelkel}, publisher = {ESWC2006}, series = {Workshop on Semantic Wikis}, timestamp = {2006.06.14}, title = {Learning with Semantic Wikis}, url = {http://semwiki.org/semwiki2006}, year = 2006 } @inproceedings{DBLP:conf/esws/BoerSW06, author = {de Boer, Viktor and van Someren, Maarten and Wielinga, Bob J.}, bibsource = {DBLP, http://dblp.uni-trier.de}, booktitle = {ESWC}, crossref = {DBLP:conf/esws/2006}, ee = {http://dx.doi.org/10.1007/11762256_20}, interhash = {76531933cb64ec49fbcb391b8df150ac}, intrahash = {a37680a6bc817a5badcc56788a04078a}, pages = {245-258}, title = {Extracting Instances of Relations from Web Documents Using Redundancy.}, year = 2006 } @inproceedings{DBLP:conf/esws/LeiSLZUM06, author = {Lei, Yuangui and Sabou, Marta and Lopez, Vanessa and Zhu, Jianhan and Uren, Victoria and Motta, Enrico}, bibsource = {DBLP, http://dblp.uni-trier.de}, booktitle = {ESWC}, crossref = {DBLP:conf/esws/2006}, ee = {http://dx.doi.org/10.1007/11762256_19}, interhash = {9327f5d87332471b84089b6c948babec}, intrahash = {43d1ff7c23d569f92371eb4f873d6471}, pages = {230-244}, title = {An Infrastructure for Acquiring High Quality Semantic Metadata.}, year = 2006 } @inproceedings{DBLP:conf/esws/WangLBCW06, author = {Wang, Ting and Li, Yaoyong and Bontcheva, Kalina and Cunningham, Hamish and Wang, Ji}, bibsource = {DBLP, http://dblp.uni-trier.de}, booktitle = {ESWC}, crossref = {DBLP:conf/esws/2006}, ee = {http://dx.doi.org/10.1007/11762256_18}, interhash = {ed3057a6228ad3e0666545ec089738f3}, intrahash = {0252a6aef35b9ce0baddf529405e1ffd}, pages = {215-229}, title = {Automatic Extraction of Hierarchical Relations from Text.}, year = 2006 } @inproceedings{Chapman05b, author = {Ciravegna, Fabio and Chapman, Sam}, booktitle = {Proceedings of the Dagstuhl Seminar in Machine Learning for the Semantic Web}, interhash = {738c41edd89d93324bdddf49385a2fcf}, intrahash = {d7eb77d72f6e7a846fb084e39f30b317}, month = {February}, title = {Mining the Semantic Web: Requirements for machine learning}, url = {http://www.smi.ucd.ie/Dagstuhl-MLSW/proceedings/ciravegna-chapman.pdf}, year = 2005 } @inproceedings{hesskushmerick2003, author = {Hess, Andreas and Kushmerick, Nicholas}, booktitle = {The Semantic Web -- Proc. Intl. Semantic Web Conference (ISWC 2003)}, editors = {Dieter Fensel and Katia Sycara and John Mylopoulos}, interhash = {2117b03f6fa81cf80205375085a34bef}, intrahash = {d9c45a1a50c953015c1135894189a766}, pages = {258-273}, publisher = {Springer}, title = {Learning to attach semantic metadata to Web Services}, year = 2003 } @book{Mae02, author = {Maedche, A.}, interhash = {43966e71e781d500e4113ae65dc5d995}, intrahash = {96ede973960df75cd802cee383f0195c}, location = {Santa Barbara, CA}, publisher = {Kluwer}, title = {Ontology Learning for the Semantic Web}, year = 2002 }