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2024 | OriginalPaper | Buchkapitel

ExpO: Towards Explaining Ontology-Driven Conceptual Models

verfasst von : Elena Romanenko, Diego Calvanese, Giancarlo Guizzardi

Erschienen in: Research Challenges in Information Science

Verlag: Springer Nature Switzerland

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Abstract

Ontology-driven conceptual models play an explanatory role in complex and critical domains. However, since those models may consist of a large number of elements, including concepts, relations and sub-diagrams, their reuse or adaptation requires significant efforts. While conceptual model engineers tend to be biased against the removal of information from the models, general users struggle to fully understand them. The paper describes ExpO—a prototype that addresses this trade-off by providing three components: (1) an API that implements model transformations, (2) a software plugin aimed at modelers working with the language OntoUML, and (3) a web application for model exploration mostly designed for domain experts. We describe characteristics of every component and specify scenarios of possible usages.

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Vorheriges Kapitel Knowledge Graph Multilevel Abstraction: A Property Graph Reification Based Approach

Nächstes Kapitel Translucent Precision: Exploiting Enabling Information to Evaluate the Quality of Process Models

https://www.visual-paradigm.com.

https://github.com/OntoUML/ontouml-vp-plugin.

http://protege.stanford.edu.

https://protegewiki.stanford.edu/wiki/OntoGraf.

http://vowl.visualdataweb.org/webvowl.html.

https://imld.de/en/research/research-projects/evonne.

Use https://w3id.org/ExpO/expose/health to check if the server is accepting requests.

The full documentation can be found in the corresponding folder of the project on https://w3id.org/ExpO/github and on https://w3id.org/ExpO/expose/docs.

https://docs.github.com/en/rest?apiVersion=2022-11-28.

https://en.wiktionary.org.

https://w3id.org/ExpO/plugin.

https://w3id.org/ExpO.

https://react.dev.

https://danielcaldas.github.io/react-d3-graph.

Borgo, S., Galton, A., Kutz, O.: Foundational ontologies in action. Appl. Ontol. 17, 1–16 (2022). https://doi.org/10.3233/AO-220265CrossRef

Golfarelli, M., Pirini, T., Rizzi, S.: Goal-based selection of visual representations for big data analytics. In: de Cesare, S., Frank, U. (eds.) ER 2017. LNCS, vol. 10651, pp. 47–57. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-70625-2_5CrossRef

Grüninger, M., Fox, M.S.: Methodology for the design and evaluation of ontologies. In: Proceedings of the IJCAI 1995 Workshop on Basic Ontological Issues in Knowledge Sharing (1995). http://www.eil.utoronto.ca/wp-content/uploads/enterprise-modelling/papers/gruninger-ijcai95.pdf

Guizzardi, G., Botti Benevides, A., Fonseca, C.M., Porello, D., Almeida, J.P.A., Sales, T.P.: UFO: unified foundational ontology. Appl. Ontol. 17(1), 167–210 (2022). https://doi.org/10.3233/AO-210256

Guizzardi, G., Figueiredo, G., Hedblom, M.M., Poels, G.: Ontology-based model abstraction. In: Proceedings of the 13th International Conference on Research Challenges in Information Science (RCIS), pp. 1–13. IEEE (2019). https://doi.org/10.1109/RCIS.2019.8876971

Guizzardi, G., Fonseca, C.M., Almeida, J.P.A., Sales, T.P., et al.: Types and taxonomic structures in conceptual modeling: a novel ontological theory and engineering support. Data Knowl. Eng. 134, 101891 (2021). https://doi.org/10.1016/j.datak.2021.101891

Guizzardi, G., Sales, T.P., Almeida, J.P.A., Poels, G.: Automated conceptual model clustering: a relator-centric approach. Softw. Syst. Model. 21, 1363–1387 (2022). https://doi.org/10.1007/s10270-021-00919-5

Méndez, J., Alrabbaa, C., Koopmann, P., Langner, R., et al.: Evonne: a visual tool for explaining reasoning with OWL ontologies and supporting interactive debugging. Comput. Graph. Forum (2023). https://doi.org/10.1111/cgf.14730

Musen, M.A.: The Protégé project: a look back and a look forward. AI Matters 1(4), 4–12 (2015). https://doi.org/10.1145/2757001.2757003CrossRef

10.

Romanenko, E., Calvanese, D., Guizzardi, G.: Abstracting ontology-driven conceptual models: Objects, aspects, events, and their parts. In: Guizzardi, R., Ralyté, J., Franch, X. (eds.) RCIS 2022. LNBIP, vol. 446, pp. 372–388. Springer, Cham (2022). https://doi.org/10.1007/978-3-031-05760-1_22

11.

Romanenko, E., Calvanese, D., Guizzardi, G.: Towards pragmatic explanations for domain ontologies. In: Corcho, O., Hollink, L., Kutz, O., Troquard, N., Ekaputra, F.J. (eds) EKAW 2022. LNAI, vol. 13514, pp. 201–208. Springer, Cham (2022). https://doi.org/10.1007/978-3-031-17105-5_15

12.

Romanenko, E., Calvanese, D., Guizzardi, G.: What do users think about abstractions of ontology-driven conceptual models? In: Nurcan, S., Opdahl, A.L., Mouratidis, H., Tsohou, A. (eds) RCIS 2023. LNBIP, vol. 476, pp. 53–68. Springer, Cham (2023). https://doi.org/10.1007/978-3-031-33080-3_4

13.

Sales, T.P., Barcelos, P.P.F., Fonseca, C.M., Valle Souza, I., et al.: A FAIR catalog of ontology-driven conceptual models. Data Knowl. Eng. 147, 102210 (2023). https://doi.org/10.1016/j.datak.2023.102210

14.

Shneiderman, B.: The eyes have it: a task by data type taxonomy for information visualizations. In: Proceedings of the 1996 IEEE Symposium on Visual Languages, pp. 336–343. IEEE Computer Society (1996)

15.

Verdonck, M., Gailly, F.: Insights on the use and application of ontology and conceptual modeling languages in ontology-driven conceptual modeling. In: Comyn-Wattiau, I., Tanaka, K., Song, I.-Y., Yamamoto, S., Saeki, M. (eds.) ER 2016. LNCS, vol. 9974, pp. 83–97. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-46397-1_7CrossRef

16.

Weber, E., Van Bouwel, J., De Vreese, L.: Scientific Explanation. Springer Briefs in Philosophy. Springer, Dordrecht (2013). https://doi.org/10.1007/978-94-007-6446-0

Titel: ExpO: Towards Explaining Ontology-Driven Conceptual Models
verfasst von: Elena Romanenko
Diego Calvanese
Giancarlo Guizzardi
Verlag: Springer Nature Switzerland
Buch: Research Challenges in Information Science
Print ISBN: 978-3-031-59467-0

Electronic ISBN: 978-3-031-59468-7

Copyright-Jahr: 2024
DOI: https://doi.org/10.1007/978-3-031-59468-7_3

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