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Authors: Andreas Kohn 1 ; Udo Lindemann 1 and Gerhard Peter 2

Affiliations: 1 Technische Universität München, Germany ; 2 Festo GmbH & Ko. KG, Germany

Keyword(s): Solution knowledge, Manual annotation, Evaluation of annotation.

Related Ontology Subjects/Areas/Topics: Applications and Case-studies ; Artificial Intelligence ; Data Engineering ; Domain Analysis and Modeling ; Enterprise Information Systems ; Information Systems Analysis and Specification ; Knowledge Acquisition ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Ontologies and the Semantic Web ; Ontology Engineering ; Symbolic Systems

Abstract: This paper contains part of the actual research in the use case PROCESSUS of the German research program THESEUS. A case study about comparing manual and automatic annotation of solution documents in the field of mechanical engineering is described. A set of six solution documents was annotated manually by four users. Then, the same set of documents was annotated automatically by an ontology-based system. The two annotations are compared considering proposed ranking numbers. These ranking numbers give the weighting of annotations according to the overall and merged manual annotations. Therewith, they serve as a reference for the expected result of the automatic annotation. Comparing the automated and the manual annotation can not only reveal limitations of the automatic annotation process but also raise interesting questions to what extent domain specific knowledge has to be represented in the ontology.

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Paper citation in several formats:
Kohn, A.; Lindemann, U. and Peter, G. (2010). THE CHALLENGE OF AUTOMATICALLY ANNOTATING SOLUTION DOCUMENTS - Comparing Manual and Automatic Annotation of Solution Documents in the Field of Mechanical Engineering . In Proceedings of the International Conference on Knowledge Engineering and Ontology Development (IC3K 2010) - KEOD; ISBN 978-989-8425-29-4; ISSN 2184-3228, SciTePress, pages 153-158. DOI: 10.5220/0003055201530158

@conference{keod10,
author={Andreas Kohn. and Udo Lindemann. and Gerhard Peter.},
title={THE CHALLENGE OF AUTOMATICALLY ANNOTATING SOLUTION DOCUMENTS - Comparing Manual and Automatic Annotation of Solution Documents in the Field of Mechanical Engineering },
booktitle={Proceedings of the International Conference on Knowledge Engineering and Ontology Development (IC3K 2010) - KEOD},
year={2010},
pages={153-158},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003055201530158},
isbn={978-989-8425-29-4},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Engineering and Ontology Development (IC3K 2010) - KEOD
TI - THE CHALLENGE OF AUTOMATICALLY ANNOTATING SOLUTION DOCUMENTS - Comparing Manual and Automatic Annotation of Solution Documents in the Field of Mechanical Engineering
SN - 978-989-8425-29-4
IS - 2184-3228
AU - Kohn, A.
AU - Lindemann, U.
AU - Peter, G.
PY - 2010
SP - 153
EP - 158
DO - 10.5220/0003055201530158
PB - SciTePress

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