Summary of the paper
| Title | Concept Mentions within KDD-2009 Abstracts (kdd09cma1) Linked to a KDD Ontology (kddo1) |
|---|---|
| Authors | Gabor Melli |
| Abstract | We introduce the kddo1 ontology and semantically annotated kdd09cma1 corpusfrom the field of knowledge discovery in database (KDD) research. The corpus isbased on the abstracts for the papers accepted into the KDD-2009 conference.Each abstract has its concept mentions identified and, where possible, linkedto the appropriate concept in the ontology. The ontology is based on a humangenerated and readable semantic wiki focused on concepts and relationships forthe domain along with other related topics, papers and researchers frominformation sciences. To our knowledge this is the first ontology andinterlinked corpus for a subdiscipline within computing science. The datasetenables the evaluation of supervised approaches to semantic annotation ofdocuments that contain a large number of high-level concepts relative thenumber of named entity mentions. We plan to continue to evolve the ontologybased on the discovered relations within the corpus and to extend the corpus tocover other research paper abstracts from the domain. Both resources arepublicly available at http://www.gabormelli.com/Projects/kdd/data/. |
| Language | Knowledge Discovery/Representation |
| Topics | Corpus (creation, annotation, etc.), Discourse annotation, representation and processing, Knowledge Discovery/Representation |
Full paper  |
Concept Mentions within KDD-2009 Abstracts (kdd09cma1) Linked to a KDD Ontology (kddo1) |
| Bibtex | @InProceedings{MELLI10.889, author = {Gabor Melli}, title = {Concept Mentions within KDD-2009 Abstracts (kdd09cma1) Linked to a KDD Ontology (kddo1)}, booktitle = {Proceedings of the Seventh conference on International Language Resources and Evaluation (LREC'10)}, year = {2010}, month = {may}, date = {19-21}, address = {Valletta, Malta}, editor = {Nicoletta Calzolari (Conference Chair), Khalid Choukri, Bente Maegaard, Joseph Mariani, Jan Odjik, Stelios Piperidis, Mike Rosner, Daniel Tapias}, publisher = {European Language Resources Association (ELRA)}, isbn = {2-9517408-6-7}, language = {english} } |