Abstract
Ontology-enabled medical information systems are used in Sub-Saharan Africa, which require localisation of Semantic Web technologies, such as ontology verbalisation, yet keeping a link with the English language-based systems. In realising this, we zoom in on the part-whole relations that are ubiquitous in medical ontologies, and the isiZulu language. The analysis of part-whole relations in isiZulu revealed both ‘underspecification’—therewith also challenging the transitivity claim—and three refinements cf. the list of common part-whole relations. This was first implemented for the monolingual scenario so that it generates structured natural language from an ontology in isiZulu. Two new natural language-independent correspondence patterns are proposed to solve non-1:1 object property alignments, which are subsequently used to align the part-whole taxonomies informed by the two languages.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Al Zamil, M.G., Al-Radaideh, Q.: Automatic extraction of ontological relations from Arabic text. J. King Saud Univ. Comput. Inf. Sci. 26(4), 462–472 (2014). Special issue on Arabic NLP
Barbier, F., Henderson-Sellers, B., Le Parc-Lacayrelle, A., Bruel, J.M.: Formalization of the whole-part relationship in the Unified Modelling Language. IEEE Trans. Softw. Eng. 29(5), 459–470 (2003)
Bosca, A., Dragoni, M., Francescomarino, C.D., Ghidini, C.: Collaborative management of multilingual ontologies. In: Buitelaar, P., Cimiano, P. (eds.) Towards the Multilingual Semantic Web, pp. 175–192. Springer, Heidelberg (2014)
Buitelaar, P., Cimiano, P., Haase, P., Sintek, M.: Towards linguistically grounded ontologies. In: Aroyo, L., et al. (eds.) ESWC 2009. LNCS, vol. 5554, pp. 111–125. Springer, Heidelberg (2009). doi:10.1007/978-3-642-02121-3_12
Cao, X., Cao, C., Wang, S., Lu, H.: Extracting part-whole relations from unstructured Chinese corpus. In: Proceedings of FSKD 2008. IEEE Xplore (2008)
Chiarcos, C., Sukhareva, M.: OLiA - Ontologies of Linguistic Annotation. Semant. Web J. 6(4), 379–386 (2015)
Fillottrani, P.R., Keet, C.M.: Patterns for heterogeneous TBox mappings to bridge different modelling decisions. In: Blomqvist, E., et al. (ed.) Proceedings of ESWC 2017. LNCS, vol. 10249. Springer, Heidelberg (2017, in press)
Fiorelli, M., Stellato, A., McCrae, J.P., Cimiano, P., Pazienza, M.T.: LIME: the metadata module for OntoLex. In: Gandon, F., Sabou, M., Sack, H., d’Amato, C., Cudré-Mauroux, P., Zimmermann, A. (eds.) ESWC 2015. LNCS, vol. 9088, pp. 321–336. Springer, Cham (2015). doi:10.1007/978-3-319-18818-8_20
Frescura, F., Myeza, J.: Illustrated Glossary of Southern African Architectural Terms. UKZN Press, Bilingual Glossary Series (2016)
Guizzardi, G.: Ontological foundations for structural conceptual models. Ph.D. thesis, University of Twente, The Netherlands. Telematica Instituut Fundamental Research Series No. 15 (2005)
Johansson, I.: On the transitivity of the parthood relation. In: Mulligan, K. (ed.) Relations and Predicates, pp. 161–181. Ontos Verlag, Frankfurt (2004)
Keet, C.M., Chirema, T.: A model for verbalising relations with roles in multiple languages. In: Blomqvist, E., Ciancarini, P., Poggi, F., Vitali, F. (eds.) EKAW 2016. LNCS (LNAI), vol. 10024, pp. 384–399. Springer, Cham (2016). doi:10.1007/978-3-319-49004-5_25
Keet, C.M., Artale, A.: Representing and reasoning over a taxonomy of part-whole relations. Appl. Ontol. 3(1–2), 91–110 (2008)
Keet, C.M., Khumalo, L.: On the verbalization patterns of part-whole relations in isiZulu. In: Proceedings of INLG 2016, pp. 174–183, 5–8 September 2016. ACL, Edinburgh (2016)
Lamy, J.: Ontology-oriented programming for biomedical informatics. Stud. Health Technol. Inf. 221, 64–68 (2016)
Masolo, C., Borgo, S., Gangemi, A., Guarino, N., Oltramari, A.: Ontology library. WonderWeb Deliverable D18, ver. 1.0, 31 December 2003 (2003). http://wonderweb.semanticweb.org
McCrae, J., Aguado-de Cea, G., Buitelaar, P., Cimiano, P., Declerck, T., Gómez-Pérez, A., Gracia, J., Hollink, L., Montiel-Ponsoda, E., Spohr, D., Wunner, T.: Interchanging lexical resources on the semantic web. Lang. Resour. Eval. 46(4), 701–719 (2012)
McCrae, J., Aguado-de-Cea, G., Buitelaar, P., Cimiano, P., Declerck, T., Gómez-Pérez, A., Gracia, J., Hollink, L., Montiel-Ponsoda, E., Spohr, D., Wunner, T.: The Lemon Cookbook. Technical report, Monnet Project (2012)
Motik, B., Patel-Schneider, P.F., Parsia, B.: OWL 2 web ontology language structural specification and functional-style syntax. W3c recommendation, W3C (27 Oct 2009). http://www.w3.org/TR/owl2-syntax/
Motschnig-Pitrik, R., Kaasboll, J.: Part-whole relationship categories and their application in object-oriented analysis. IEEE Trans. Knowl. Data Eng. 11(5), 779–797 (1999)
Rosse, C., Mejino Jr., J.L.V.: A reference ontology for biomedical informatics: the foundational model of anatomy. J. Biomed. Inf. 36(6), 478–500 (2003)
Scharffe, F., Fensel, D.: Correspondence patterns for ontology alignment. In: Gangemi, A., Euzenat, J. (eds.) EKAW 2008. LNCS (LNAI), vol. 5268, pp. 83–92. Springer, Heidelberg (2008). doi:10.1007/978-3-540-87696-0_10
Scharffe, F., Zamazal, O., Fensel, D.: Ontology alignment design patterns. Knowl. Inf. Syst. 40, 1–28 (2014)
Searle, J.R.: Collective intentions and actions. In: Cohen, P., Morgan, J., Pollak, M. (eds.) Intentions in Communication, pp. 401–415. MIT Press, Cambridge (1990)
Snomed, C.T.: http://www.ihtsdo.org/snomed-ct/. Accessed 27 Jan 2012
Tandon, N., Hariman, C., Urbani, J., Rohrbach, A., Rohrbach, M., Weikum, G.: Commonsense in parts: mining part-whole relations from the web and image tags. In: Proceedings of AAAI 2016, pp. 243–250. AAAI Press (2016)
Varzi, A.C.: Mereology. In: Zalta, E.N. (ed.) Stanford Encyclopedia of Philosophy. Stanford, fall 2004 edn (2004). http://plato.stanford.edu/archives/fall2004/entries/mereology/
Varzi, A.C.: A note on the transitivity of parthood. Appl. Ontol. 1, 141–146 (2006)
Vieu, L., Aurnague, M.: Part-of relations, functionality and dependence. In: Aurnague, M., Hickmann, M., Vieu, L. (eds.) Categorization of Spatial Entities in Language and Cognition. John Benjamins, Amsterdam (2005)
Wilcox, L., Morris, D., Tan, D., Gatewood, J., Horvitz, E.: Characterising patient-friendly micro-explanations of medical events. In: Proceedings of CHI 2011, pp. 29–32. ACM (2011)
Winston, M., Chaffin, R., Herrmann, D.: A taxonomy of partwhole relations. Cogn. Sci. 11(4), 417–444 (1987)
Yıldız, T., Diri, B., Yıldırım, S.: Acquisition of Turkish meronym based on classification of patterns. Pattern Anal. Appl. 19(2), 495–507 (2016)
Acknowledgments
This work is based on the research supported in part by the National Research Foundation of South Africa (Grant Number 93397). The author would like to thank M. Xakaza for assistance with tool development.
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
Keet, C.M. (2017). Representing and Aligning Similar Relations: Parts and Wholes in isiZulu vs. English. In: Gracia, J., Bond, F., McCrae, J., Buitelaar, P., Chiarcos, C., Hellmann, S. (eds) Language, Data, and Knowledge. LDK 2017. Lecture Notes in Computer Science(), vol 10318. Springer, Cham. https://doi.org/10.1007/978-3-319-59888-8_5
Download citation
DOI: https://doi.org/10.1007/978-3-319-59888-8_5
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-59887-1
Online ISBN: 978-3-319-59888-8
eBook Packages: Computer ScienceComputer Science (R0)