Abstract
Ontologies can be viewed as the middle layer between pure human conceptualization and machine readability. However, they have not lived up to their promises so far. Most ontologies are too tailored to specific data and use-cases. By making sometimes strong, or sometimes too weak, ontological commitments, many existing ontologies do not adequatly reflect human conceptualizations. As a result, sharing and reuse of ontologies is greatly inhibited. In order to more effectively preserve this notion of human conceptualization, an ontology should be designed with modularity and extensibility in mind. A modular ontology thus may act as a bridge between human conceptualization and data.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Groth. P., Moreau, V. (eds.): PROV-Overview: An Overview of the PROV Family of Documents. W3C Working Group Note 30 April 2013 (2013)
Gruber, T.R.: A translation approach to portable ontology specifications. Knowl. Acquis. 5(2), 199–220 (1993)
Hammar, K., Blomqvist, E., Carral, D., van Erp, M., Fokkens, A., Gangemi, A., van Hage, W.R., Hitzler, P., Janowicz, K., Karima, N., Krisnadhi, A., Narock, T., Segers, R., Solanki, M., Svátek, V.: Collected research questions concerning ontology design patterns. In: Hitzler, P., et al. (eds.) Ontology Engineering with Ontology Design Patterns - Foundations and Applications. Studies on the Semantic Web, vol. 25, pp. 189–198. IOS Press, Amsterdam (2016)
Hammar, K., Hitzler, P., Krisnadhi, A., Nuzzolese, A.G., Solanki, M. (eds.): Advances in Ontology Design and Patterns. Studies on the Semantic Web, vol. 32. IOS Press, Amsterdam (2017)
Hitzler, P., Gangemi, A., Janowicz, K., Krisnadhi, A., Presutti, V. (eds.): Ontology Engineering with Ontology Design Patterns - Foundations and Applications. Studies on the Semantic Web, vol. 25. IOS Press, Amsterdam (2016)
Hitzler, P., Gangemi, A., Janowicz, K., Krisnadhi, A.A., Presutti, V.: Towards a simple but useful ontology design pattern representation language. In: Blomqvist, E., et al. (eds.) Proceedings of the 8th Workshop on Ontology Design and Patterns (WOP 2017), CEUR Workshop Proceedings, vol. 2043. CEUR-WS.org, Vienna (2017)
Hu, Y., Janowicz, K., Carral, D., Scheider, S., Kuhn, W., Berg-Cross, G., Hitzler, P., Dean, M., Kolas, D.: A geo-ontology design pattern for semantic trajectories. In: Tenbrink, T., Stell, J., Galton, A., Wood, Z. (eds.) COSIT 2013. LNCS, vol. 8116, pp. 438–456. Springer, Cham (2013). https://doi.org/10.1007/978-3-319-01790-7_24
Kowalczuk, E., Lawrynowicz, A.: The reporting event ODP and its extension to report news events. In: Hammar, K., et al. (eds.) Advances in Ontology Design and Patterns. Studies on the Semantic Web, vol. 32, pp. 105–117. IOS Press, Amsterdam (2017)
Krisnadhi, A., Hitzler, P.: Modeling with ontology design patterns: chess games as a worked example. In: Hitzler, P., et al. (eds.) Ontology Engineering with Ontology Design Patterns - Foundations and Applications. Studies on the Semantics Web, vol. 25, pp. 3–21. IOS Press, Amsterdam (2016)
Krisnadhi, A., Hitzler, P., Janowicz, K.: A spatiotemporal extent pattern based on semantic trajectories. In: Hammar, K., et al. (eds.) Advances in Ontology Design and Patterns. Studies on the Semantic Web, vol. 32, pp. 47–54. IOS Press/AKA Verlag, Amsterdam/Berlin (2017)
Krisnadhi, A., Hu, Y., Janowicz, K., Hitzler, P., Arko, R., Carbotte, S., Chandler, C., Cheatham, M., Fils, D., Finin, T., Ji, P., Jones, M., Karima, N., Lehnert, K., Mickle, A., Narock, T., O’Brien, M., Raymond, L., Shepherd, A., Schildhauer, M., Wiebe, P.: The GeoLink modular oceanography ontology. In: Arenas, M., Corcho, O., Simperl, E., Strohmaier, M., d’Aquin, M., Srinivas, K., Groth, P., Dumontier, M., Heflin, J., Thirunarayan, K., Staab, S. (eds.) ISWC 2015. LNCS, vol. 9367, pp. 301–309. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-25010-6_19
Shimizu, C., Cheatham, M.: An ontology design pattern for microblog entries. In: Blomqvist, E., et al. (eds.) Proceedings of the 8th Workshop on Ontology Design and Patterns (WOP 2017), Vienna, Austria, 21 October 2017. CEUR Workshop Proceedings, vol. 2043. CEUR-WS.org (2017)
Acknowledgement
Cogan Shimizu acknowledges support by the Dayton Area Graduate Studies Institute (DAGSI).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG, part of Springer Nature
About this paper
Cite this paper
Hitzler, P., Shimizu, C. (2018). Modular Ontologies as a Bridge Between Human Conceptualization and Data. In: Chapman, P., Endres, D., Pernelle, N. (eds) Graph-Based Representation and Reasoning. ICCS 2018. Lecture Notes in Computer Science(), vol 10872. Springer, Cham. https://doi.org/10.1007/978-3-319-91379-7_1
Download citation
DOI: https://doi.org/10.1007/978-3-319-91379-7_1
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-91378-0
Online ISBN: 978-3-319-91379-7
eBook Packages: Computer ScienceComputer Science (R0)