Projekte pro Jahr
Abstract
Ontology learning supports ontology engineers in the complex task of creating an ontology. Updating ontologies
at regular intervals greatly increases the need for expensive expert contribution. This naturally leads to
endeavors to automate the process wherever applicable. This paper presents a model for automated ontology
learning and a prototype which demonstrates the feasibility of the proposed approach in learning lightweight
domain ontologies. The system learns ontologies from heterogeneous sources periodically and delegates all
evaluation processes, eg. the verification of new concept candidates, to a crowdsourcing framework which
currently relies on Games with a Purpose. Furthermore, we sketch ontology evolution experiments to trace
trends and patterns facilitated by the system.(authors' abstract)
at regular intervals greatly increases the need for expensive expert contribution. This naturally leads to
endeavors to automate the process wherever applicable. This paper presents a model for automated ontology
learning and a prototype which demonstrates the feasibility of the proposed approach in learning lightweight
domain ontologies. The system learns ontologies from heterogeneous sources periodically and delegates all
evaluation processes, eg. the verification of new concept candidates, to a crowdsourcing framework which
currently relies on Games with a Purpose. Furthermore, we sketch ontology evolution experiments to trace
trends and patterns facilitated by the system.(authors' abstract)
| Originalsprache | Englisch |
|---|---|
| Titel des Sammelwerks | 5th International Conference on Knowledge Engineering and Ontology Development (KEOD-2013) |
| Herausgeber*innen | Joaquim Filipe and Jan Dietz |
| Erscheinungsort | Vilamoura, Portugal |
| Verlag | SciTePress |
| Seiten | 407 - 412 |
| ISBN (Print) | 978-989-8565-81-5 |
| Publikationsstatus | Veröffentlicht - 1 Okt. 2013 |
Österreichische Systematik der Wissenschaftszweige (ÖFOS)
- 102
Projekte
- 2 Abgeschlossen
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uComp (Embedded Human Computation for Knowledge Extraction and Evaluation)
Hornik, K. (Projektleitung), Wohlgenannt, G. (Projektleitung), Belk, S. (Forscher*in), Föls, M. (Forscher*in), Hanika, F. (Forscher*in), Karacsonyi, M. (Forscher*in), Konrad, P. (Forscher*in), Lang, H.-P. (Forscher*in), Rohrer, K. (Forscher*in) & Schett, M. (Forscher*in)
1/11/12 → 31/10/15
Projekt: Forschungsförderung
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Dynamic Integration and Visualization of Information from Multiple Evidence Sources
Hornik, K. (Projektleitung), Panny, W. (Projektleitung), Wohlgenannt, G. (Projektleitung), Belk, S. (Forscher*in), Föls, M. (Forscher*in), Rafelsberger, W. (Forscher*in) & Syed, K. A. A. (Forscher*in)
1/07/11 → 23/06/13
Projekt: Forschungsförderung