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2019 | OriginalPaper | Buchkapitel

CLaRO: A Controlled Language for Authoring Competency Questions

verfasst von : C. Maria Keet, Zola Mahlaza, Mary-Jane Antia

Erschienen in: Metadata and Semantic Research

Verlag: Springer International Publishing

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Abstract

Competency Questions (CQs) assist in the development and maintenance of ontologies and similar knowledge organisation systems. The absence of tools to support the authoring of CQs has hampered their effective use. The few existing question templates have limited coverage of sentence constructions and are restricted to OWL. We aim to address this by proposing the CLaRO template-based CNL to author CQs. For its design, we exploited a new dataset of 234 CQs that had been processed automatically into 106 patterns, which we analysed and used to design a template-based CNL, with an additional CNL model and XML serialisation. The CNL was evaluated, showing coverage of about 90% with the 93 templates and their 41 variants. CLaRO has the potential to facilitate streamlining formalising ontology content requirements and, given that about one third of the CQs in the test sets turned out to be invalid questions, assist in writing good questions.

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Nächstes Kapitel Metadata-Driven Semantic Coordination

https://github.com/CQ2SPARQLOWL/Dataset.

http://vicinity.iot.linkeddata.es/vicinity/; last accessed: 20 Dec. 2018.

page 4 of http://studentnet.cs.manchester.ac.uk/pgt/2014/COMP60421/slides/Week2-CQ.pdf; last accessed: 9-1-2019.

Azzaoui, K., Jacoby, E., Senger, S., et al.: Scientific competency questions as the basis for semantically enriched open pharmacological space development. Drug Discov. Today 18(17), 843–852 (2013)CrossRef

Bezerra, C., Freitas, F.: Verifying description logic ontologies based on competency questions and unit testing. In: ONTOBRAS, pp. 159–164 (2017)

Bezerra, C., Freitas, F., Santana, F.: Evaluating ontologies with competency questions. In: Proceedings of IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) 2013, pp. 284–285. IEEE Computer Society, Washington, DC (2013)

Bezerra, C., Santana, F., Freitas, F.: CQChecker: a tool to check ontologies in OWL-DL using competency questions written in controlled natural language. Learn. Nonlinear Models 12(2), 4 (2014)CrossRef

Dasiopoulou, S., Meditskos, G., Efstathiou, V.: Semantic knowledge structures and representation. Technical report. D5.1, FP7-288199 Dem@Care: Dementia Ambient Care: Multi-Sensing Monitoring for Intelligence Remote Management and Decision Support. http://www.demcare.eu/downloads/D5.1SemanticKnowledgeStructures_andRepresentation.pdf

Dennis, M., van Deemter, K., Dell’Aglio, D., Pan, J.Z.: Computing authoring tests from competency questions: experimental validation. In: d’Amato, C., et al. (eds.) ISWC 2017. LNCS, vol. 10587, pp. 243–259. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-68288-4_15CrossRef

Hallett, C., Power, R., Scott, D.: Composing questions through conceptual authoring. Comput. Linguist. 33(1), 105–133 (2007)CrossRef

Hellmann, S., Lehmann, J., Auer, S., Brümmer, M.: Integrating NLP using linked data. In: Alani, H., et al. (eds.) ISWC 2013. LNCS, vol. 8219, pp. 98–113. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-41338-4_7CrossRef

Keet, C.M.: Natural language template selection for temporal constraints. In: CREOL, JOWO 2017, vol. 2050, p. 12, Bolzano, Italy, 21–23 September 2017. CEUR-WS (2017)

10.

Keet, C.M., Ławrynowicz, A.: Test-driven development of ontologies. In: Sack, H., Blomqvist, E., d’Aquin, M., Ghidini, C., Ponzetto, S.P., Lange, C. (eds.) ESWC 2016. LNCS, vol. 9678, pp. 642–657. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-34129-3_39CrossRef

11.

Kuhn, T.: A survey and classification of controlled natural languages. Comput. Linguist. 40(1), 121–170 (2014)CrossRef

12.

Lyon, T.D., Saywitz, K.J., Kaplan, D.L., Dorado, J.S.: Reducing maltreated children’s reluctance to answer hypothetical oath-taking competency questions. Law Hum Behav. 25(1), 81–92 (2001)CrossRef

13.

Malheiros, Y., Freitas, F.: A method to develop description logic ontologies iteratively based on competency questions: an implementation. In: ONTOBRAS, pp. 142–153 (2013)

14.

Malone, J., et al.: The software ontology (SWO): a resource for reproducibility in biomedical data analysis, curation and digital preservation. J. Biomed. Sem. 5(1), 25 (2014)CrossRef

15.

Moreira, J., Pires, L.F., van Sinderen, M., Daniele, L.: SAREF4health: IoT standard-based ontology-driven healthcare systems. In: Proceedings of FOIS 2018. FAIA, vol. 306, pp. 239–252. IOS Press (2018)

16.

Mossakowski, T., Codescu, M., Neuhaus, F., Kutz, O.: The distributed ontology, modeling and specification language – DOL. In: Koslow, A., Buchsbaum, A. (eds.) The Road to Universal Logic. SUL, pp. 489–520. Birkhäuser, Cham (2015). https://doi.org/10.1007/978-3-319-15368-1_21CrossRefMATH

17.

Ren, Y., Parvizi, A., Mellish, C., Pan, J.Z., van Deemter, K., Stevens, R.: Towards competency question-driven ontology authoring. In: Presutti, V., d’Amato, C., Gandon, F., d’Aquin, M., Staab, S., Tordai, A. (eds.) ESWC 2014. LNCS, vol. 8465, pp. 752–767. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-07443-6_50CrossRef

18.

Safwat, H., Davis, B.: CNLs for the semantic web: a state of the art. Lang. Resour. Eval. 51(1), 191–220 (2017)CrossRef

19.

Salgueiro, A.M., Alves, C.B., Balsa, J.: Querying an ontology using natural language. In: Villavicencio, A., et al. (eds.) PROPOR 2018. LNCS (LNAI), vol. 11122, pp. 164–169. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-99722-3_17CrossRef

20.

Suarez-Figueroa, M.C., de Cea, G.A., Buil, C., et al.: NeOn methodology for building contextualized ontology networks. NeOn Deliverable D5.4.1, NeOn Project (2008)

21.

Thiéblin, E., Haemmerlé, O., Trojahn, C.: Complex matching based on competency questions for alignment: a first sketch. In: 13th International Workshop on Ontology Matching (OM 2018), pp. 66–70. CEUR-WS, Monterey (2018)

22.

Uschold, M., Gruninger, M.: Ontologies: principles, methods and applications. Knowl. Eng. Rev. 11(2), 93–136 (1996)CrossRef

23.

Williams, P.: Resourcing for the future? Information technology provision and competency questions for school-based initial teacher education. J. Inf. Technol. Teach. Educ. 5(3), 271–282 (1996)

24.

Wisniewski, D., Potoniec, J., Lawrynowicz, A., Keet, C.M.: Competency questions and SPARQL-OWL queries dataset and analysis. Technical report 1811.09529, November 2018. https://arxiv.org/abs/1811.09529

25.

Zemmouchi-Ghomari, L., Ghomari, A.R.: Translating natural language competency questions into SPARQL queries: a case study. In: First International Conference on Building and Exploring Web Based Environments, pp. 81–86. IARIA (2013)

Titel: CLaRO: A Controlled Language for Authoring Competency Questions
verfasst von: C. Maria Keet
Zola Mahlaza
Mary-Jane Antia
Verlag: Springer International Publishing
Buch: Metadata and Semantic Research
Print ISBN: 978-3-030-36598-1

Electronic ISBN: 978-3-030-36599-8

Copyright-Jahr: 2019
DOI: https://doi.org/10.1007/978-3-030-36599-8_1

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