Doğmuş, Zeynep and Erdem, Esra and Patoğlu, Volkan (2019) Rehabrobo-query: answering natural language queries about rehabilitation robotics ontology on the cloud. Semantic Web (SI), 10 (3). pp. 605-629. ISSN 1570-0844 (Print) 2210-4968 (Online)
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Official URL: http://dx.doi.org/10.3233/SW-180332
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 REHABRoso-CNI, 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.
Item Type: | Article |
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Uncontrolled Keywords: | Ontology systems; query answering; rehabilitation robotics; intelligent user-interfaces; controlled natural languages |
Divisions: | Faculty of Engineering and Natural Sciences > Academic programs > Mechatronics Faculty of Engineering and Natural Sciences > Academic programs > Computer Science & Eng. Faculty of Engineering and Natural Sciences |
Depositing User: | Esra Erdem |
Date Deposited: | 26 Aug 2019 22:39 |
Last Modified: | 13 Jun 2023 15:08 |
URI: | https://research.sabanciuniv.edu/id/eprint/38121 |
Available Versions of this Item
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Rehabrobo-Query: Answering natural language queries about rehabilitation robotics ontology on the cloud. (deposited 04 Nov 2016 21:28)
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Rehabrobo-query: answering natural language queries about rehabilitation robotics ontology on the cloud. (deposited 05 Sep 2018 12:42)
- Rehabrobo-query: answering natural language queries about rehabilitation robotics ontology on the cloud. (deposited 26 Aug 2019 22:39) [Currently Displayed]
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Rehabrobo-query: answering natural language queries about rehabilitation robotics ontology on the cloud. (deposited 05 Sep 2018 12:42)