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Issue title: Special Issue on Expressive Natural Language Interfaces for the Semantic Web
Guest editors: Stamatia Dasiopoulou, Georgios Meditskos, Leo Wanner, Stefanos Vrochidis and Philipp Cimiano
Article type: Research Article
Authors: Dogmus, Zeynep; * | Erdem, Esra | Patoglu, Volkan
Affiliations: Faculty of Engineering and Natural Sciences, Sabancı University, Istanbul, Turkey. E-mails: [email protected], [email protected], [email protected]
Correspondence: [*] Corresponding author. E-mail: [email protected].
Abstract: We introduce a novel method to answer natural language queries about rehabilitation robotics, over the formal ontology RehabRobo-Onto. For that, (i) we design and develop a novel controlled natural language for rehabilitation robotics, called RehabRobo-CNL; (ii) we introduce translations of queries in RehabRobo-CNL into sparql queries, utilizing a novel concept of query description trees; (iii) we use an automated reasoner to find answers to sparql queries. To facilitate the use of our method by experts, we develop an intelligent, interactive query answering system, called RehabRobo-Query, using Semantic Web technologies, and make it available on the cloud via Amazon web services. RehabRobo-Query guides the users to express their queries in natural language and displays the answers to queries in a readable format, possibly with links to detailed information. Easy access to information on RehabRobo-Onto through complex queries in natural language may help engineers inspire new rehabilitation robot designs, while also guiding practitioners to make more informed decisions on technology based rehabilitation.
Keywords: Ontology systems, query answering, rehabilitation robotics, intelligent user-interfaces, controlled natural languages
DOI: 10.3233/SW-180332
Journal: Semantic Web, vol. 10, no. 3, pp. 605-629, 2019
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