Abstract
This paper argues that Data Analytics in the Web of Data asks for a metaquery language. One such language, based on second-order Description Logics, is sketched and illustrated with reference to a use case in the context of interest.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsReferences
Baader, F., Calvanese, D., McGuinness, D., Nardi, D., Patel-Schneider, P. (eds.): The Description Logic Handbook: Theory, Implementation and Applications, 2nd ed. Cambridge University Press (2007)
Shen, W., Ong, K., Mitbander, B.G., Zaniolo, C.: Metaqueries for data mining. In: Advances in Knowledge Discovery and Data Mining, pp. 375–398 (1996)
Dang Tran, H., Stepanova, D., Gad-Elrab, M., Lisi, F.A., Weikum, G.: Towards nonmonotonic relational learning from knowledge graphs. In: Cussens, J., Russo, A. (eds.) Proceedings of the 26th International Conference on Inductive Logic Programming (ILP 2016). LNCS, vol. 10326, Springer (2017). under publication
Henkin, L.: Completeness in the theory of types. J. Symbolic Logic 15(2), 81–91 (1950)
Pan, J.Z., Horrocks, I.: OWL FA: a metamodeling extension of OWL DL. In: Carr, L., De Roure, D., Iyengar, A., Goble, C.A., Dahlin, M. (eds.) Proceedings of the 15th International Conference on World Wide Web, WWW 2006, Edinburgh, Scotland, UK, 23–26 May 2006, pp. 1065–1066. ACM (2006)
Motik, B.: On the properties of metamodeling in OWL. J. Logic Comput. 17(4), 617–637 (2007)
De Giacomo, G., Lenzerini, M., Rosati, R.: Higher-order description logics for domain metamodeling. In: Burgard, W., Roth, D. (eds.) Proceedings of the 25th AAAI Conference on Artificial Intelligence, AAAI 2011, San Francisco, California, USA, 7–11 August 2011 (2011)
Colucci, S., Di Noia, T., Di Sciascio, E., Donini, F.M., Ragone, A.: A unified framework for non-standard reasoning services in description logics. In: Coelho, H., Studer, R., Wooldridge, M. (eds.) ECAI 2010–19th European Conference on Artificial Intelligence, Lisbon, Portugal, 16–20 August 2010, Proceedings. Frontiers in Artificial Intelligence and Applications, vol. 215, pp. 479–484. IOS Press (2010)
Lisi, F.A.: A declarative modeling language for concept learning in description logics. In: Riguzzi, F., Železný, F. (eds.) ILP 2012. LNCS (LNAI), vol. 7842, pp. 151–165. Springer, Heidelberg (2013). doi:10.1007/978-3-642-38812-5_11
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this paper
Cite this paper
Lisi, F.A. (2017). Towards a Metaquery Language for Mining the Web of Data. In: Calì, A., Wood, P., Martin, N., Poulovassilis, A. (eds) Data Analytics. BICOD 2017. Lecture Notes in Computer Science(), vol 10365. Springer, Cham. https://doi.org/10.1007/978-3-319-60795-5_8
Download citation
DOI: https://doi.org/10.1007/978-3-319-60795-5_8
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-60794-8
Online ISBN: 978-3-319-60795-5
eBook Packages: Computer ScienceComputer Science (R0)