(Semantic) Similarity-Blog

Why ballpoint pens and pencils are similar?

Algorithm, Implementation and Application of the SIM-DL Similarity Server

Our paper submitted to the Second International Conference on GeoSpatial Semantics (GeoS 2007) has been accepted for publication. I am especially happy about this, because I’ve published my first similarity paper two years ago at the first GeoS conference. Beside the SIM-DL similarity server and Protege plug-in, we will also present our application area, i.e. an improved gazetteer web interface using subsumption and similarity reasoning. gazetteers_small.png

Semantic similarity measurement gained attention as a methodology for ontology-based information retrieval within GIScience over the last years. Several theories explain how to determine the similarity between entities, concepts or spatial scenes, while concrete implementations and applications are still missing. In addition, most existing similarity theories use their own representation language while the majority of geo-ontologies is annotated using the Web Ontology Language (OWL). This paper presents a context and blocking aware semantic similarity theory for the description logic ALCHQ as well as its prototypical implementation within the open source SIM-DL similarity server. An application scenario is introduced showing how the Alexandria Digital Library Gazetteer can benefit from similarity in terms of improved search and annotation capabilities. Directions for further work are discussed.

[120] Janowicz, K., Keßler, C., Schwarz, M., Wilkes, M., Panov, I., Espeter, M. and Bäumer, B. (2007; forthcoming) Algorithm, Implementation and Application of the SIM-DL Similarity Server. Second International Conference on GeoSpatial Semantics (GeoS 2007). Lecture Notes in Computer Science, Springer. Mexico City, Mexico.

see also:
[73] Janowicz, K. (2006). Sim-DL: Towards a Semantic Similarity Measurement Theory for the Description Logic ALCNR in Geographic Information Retrieval. R. Meersman, Z. Tari, P. Herrero et al. (Eds.): SeBGIS 2006, OTM Workshops 2006, LNCS 4278, pp. 1681 – 1692, 2006.

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