Reasoning on crowd-sourced semantic annotations to facilitate cataloguing of 3D artefacts in the cultural heritage domain

Yu, Chih-hao, Groza, Tudor and Hunter, Jane (2013). Reasoning on crowd-sourced semantic annotations to facilitate cataloguing of 3D artefacts in the cultural heritage domain. In: Harith Alani, Lalana Kagal, Achille Fokoue, Paul Groth, Chris Biemann, Josiane Xavier Parreira, Lora Aroyo, Natasha Noy, ChrisWelty and Krzysztof Janowicz, The Semantic Web: ISWC 2013. 12th International Semantic Web Conference 2013. Proceedings, Part II. ISWC 2013: The 12th International Semantic Web Conference, Sydney, NSW, Australia, (228-243). 21-25 October, 2013. doi:10.1007/978-3-642-41338-4_15


Author Yu, Chih-hao
Groza, Tudor
Hunter, Jane
Title of paper Reasoning on crowd-sourced semantic annotations to facilitate cataloguing of 3D artefacts in the cultural heritage domain
Conference name ISWC 2013: The 12th International Semantic Web Conference
Conference location Sydney, NSW, Australia
Conference dates 21-25 October, 2013
Proceedings title The Semantic Web: ISWC 2013. 12th International Semantic Web Conference 2013. Proceedings, Part II   Check publisher's open access policy
Journal name Lecture Notes in Computer Science   Check publisher's open access policy
Place of Publication Heidelberg, Germany
Publisher Springer
Publication Year 2013
Sub-type Fully published paper
DOI 10.1007/978-3-642-41338-4_15
Open Access Status
ISBN 9783642413377
9783642413384
ISSN 0302-9743
1611-3349
Editor Harith Alani
Lalana Kagal
Achille Fokoue
Paul Groth
Chris Biemann
Josiane Xavier Parreira
Lora Aroyo
Natasha Noy
ChrisWelty
Krzysztof Janowicz
Volume 8219
Start page 228
End page 243
Total pages 16
Collection year 2014
Language eng
Formatted Abstract/Summary
The 3D Semantic Annotation (3DSA) system expedites the classification of 3D digital surrogates from the cultural heritage domain, by leveraging crowd-sourced semantic annotations. More specifically, the 3DSA system generates high-level classifications of 3D objects by applying rule-based reasoning across community-generated annotations and low-level shape and size attributes. This paper describes a particular use of the 3DSA system – cataloguing Greek pottery. It also describes our novel approach to rule-based reasoning that is modelled on concepts inspired from Markov logic networks. Our evaluation of this approach demonstrates its efficiency, accuracy and versatility, compared to classical rule-based reasoning.
Q-Index Code E1
Q-Index Status Confirmed Code
Institutional Status UQ

 
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Created: Mon, 11 Nov 2013, 11:27:12 EST by Professor Jane Hunter on behalf of School of Information Technol and Elec Engineering