Abstract
In digital library, large digital information is collected with some deviations of metadata structures. Various types of metadata standards and application profiles containing different sets of metadata elements are primarily concerned for information sharing and accessing among several digital collections. To allow information interoperability, librarians and domain experts traditionally take in a part of matching those metadata elements, which is a time consuming task. To alleviate the problem, a basic automating metadata interoperability model (AMI Model) is proposed for matching between two sets of simple level metadata elements by implementing a Crosswalk method based on the estimation of the semantic similarity values. The proposed model is evaluated on a case study of the Digital Thai Lanna archive based on the Mean Reciprocal Rank (MRR) performance measures. The result shows the proposed model accuracy is higher than the average accuracy at high acceptance level.
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References
Chan, L.M., Zeng, M.L.: Metadata Interoperability and Standardization - A Study of Methodology Part I: Achieving Interoperability at Schema Level. D-Lib Magazine (2006)
NISO (National Information Standards Organization).: Understanding Metadata. NISO Press (2004)
Troncy, R., Bailer, W., Hausenblas, M., Hoffernig, M.: VAMP: Semantic Validation for MPEG-7 Profile Descriptions. Technical Report INS-E0705 (2007)
Hliaoutakis, A., Varelas, G., Voutsakis, E., Petrakis, G.E., Milios, E.: Information Retrieval by Semantic Similarity. Journal on Semantic Web and Information Systems 55–73 (2006)
Warin, M., Volk, H.: Using WordNet and Semantic Similarity to Disambiguate an Ontology. Stockholms University (2004)
WordNet: A Lexical Database for English, http://wordnet.princeton.edu
RDF/XML Syntax Specification (Revised), http://www.w3.org/TR/REC-rdf-syntax
Tepweerapong, L.,Techawut, C.:Experimental Study on Automating Metadata Interopera-bility Model Among Application Profilesat Simple Level. In: The 3rd CMU Graduate Re-search Conference, pp. 195–202 (2012) (in Thai)
Thresholding: Digital Image Analysis, http://www.cpe.eng.cmu.ac.th
Trakarnpan, A.: Prototype of Metadata for Heritage Manuscripts Digitisation Initiative for Traditional Manuscripts of Northern Thailand, pp. 121–125. Pulinet (2010) (in Thai)
Techawut, C.: Metadata Creation: Application for Thai Lanna Historical and Traditional Archives. In: Chowdhury, G., Koo, C., Hunter, J. (eds.) ICADL 2010. LNCS, vol. 6102, pp. 144–147. Springer, Heidelberg (2010)
Christopher, D.M., Prabhakar, R., Hinrich, S.: Introduction to Information Retrieval. Cambridge University Press, New York (2008)
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Techawut, C., Tepweerapong, L., Haruechaiyasak, C. (2014). An Evaluation Study of the Automating Metadata Interoperability Model at Schema Level: A Case Study of the Digital Thai Lanna Archive. In: Tuamsuk, K., Jatowt, A., Rasmussen, E. (eds) The Emergence of Digital Libraries – Research and Practices. ICADL 2014. Lecture Notes in Computer Science, vol 8839. Springer, Cham. https://doi.org/10.1007/978-3-319-12823-8_11
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DOI: https://doi.org/10.1007/978-3-319-12823-8_11
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-12822-1
Online ISBN: 978-3-319-12823-8
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