Thesauri: Facilitators of Ontologies Construction and Development

Document Type : Review Paper

Authors

1 Independent researcher

2 . Information Science Research Department, Faculty of Management, Iranian Research Institute for Information Science and Technology, Tehran, Iran.

Abstract

Objective: The aim of this research is to conduct an analysis of qualitative and quantitative studies on applying thesauri to the construction and development of ontologies and the identification of subject domains. We will investigate the approaches and methods used in these studies.
Method: This descriptive-analytical research was conducted following the seven stages of systematic review suggested by Petticrew and Roberts (2008). Data analysis and visualization were facilitated using the DatawRapper software.
Results: The analysis of studies in the area of applying thesauri in the construction and development of ontologies, while identifying and presenting the subject trends of studies, frequency, methods, languages and approaches, showed that the studies in this area include six main topics as follows: applying thesauri in the construction and development of ontologies in connection with multilingual information retrieval, applying thesauri in the construction and development of ontologies to cover a specific subject domain, applying the ISO 25964 standard in the development of ontologies using thesauri, presenting the framework, methods and tools for the use of thesauri in construction and development of ontologies, improving semantic relations and concept mapping using thesauri in the construction and development of ontologies and review studies of thesauri conversion to ontologies. 
Conclusions: Various subject domains, across different time periods, have benefited from applying thesauri for the construction and development of ontologies. Thesauri, as semantic tools, have provided the context for organizing, retrieving and accessing information more accurately and easily for stakeholders and applicants across various domains. Despite these advancements, the lack of a standardized and consensual framework, coupled with the need to update methods, approaches, and tools due to the reliance on natural language processing (NLP) technologies and knowledge engineering, has necessitated further research to mature this field.

Keywords


  1. References

    Abareshi, F. (2015). Evaluation of ASFA, UNESCO and SCIENCE thesauruses based on the ISO 25964 standard: an ontological approach. MA dissertation, Alzahra University. (In Persian)

    Almeida, J. J., & Simões, A. M. (2006). T2O-recycling thesauri into a multilingual ontology. In quot; In Nicoletta Calzolari; Khalid Choukri; Aldo Gangemi; Bente Maegaard; Joseph Mariani; Jan Odjik; Daniel Tapias (ed) Proceedings of the 5 the International Conference on Language Resources and Evaluation (LREC'2006) (Genoa Italy 22-28 May 2006).

    Biasiotti, M. A., Fernández-Barrera, M., & CNR-ITTIG, V. D. B. (2009). Enriching thesauri with ontological information: Eurovoc thesaurus and DALOS domain ontology of consumer law. IDT, 93.

    Cardillo, E., Folino, A., Trunfio, R., & Guarasci, R. (2014, October). Towards the reuse of standardized thesauri into ontologies. In WOP (pp. 26-37).

    Castilho, F., Granada, R., Carvalho, L., & Vieira, R. (2012). Corpus+ wordnet thesaurus generation for ontology enriching. In Proceedings of the Language Resources and Evaluation Conference, 2012, Brasil.

    Chang, C., Xian, G., & Li, G. (2008). Thesaurus and ontology technology for the improvement of agricultural information retrieval. In World conference on agricultural information and IT, IAALD AFITA WCCA 2008, Tokyo University of Agriculture, Tokyo, Japan, 24-27 August, 2008 (pp. 531-536). Tokyo University of Agriculture.

    Coladangelo, L. P. (2021). Thesaurus and ontology construction for contra dance: Knowledge organization of a north American folk-dance domain. Knowledge organization, 47(7), 523-542. http://dx.doi.org/10.5771/0943-7444-2020-7-523

    Colantonio, S., Gurevich, I., Martinelli, M., Salvetti, O., & Trusova, Y. (2007). Thesaurus-based ontology on image analysis. In Semantic Multimedia: Second International Conference on Semantic and Digital Media Technologies, SAMT 2007, Genoa, Italy, December 5-7, 2007. Proceedings 2 (pp. 113-116). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-540-77051-0_12

    Damerchiloo, M., & Hosseini Beheshti, M. S. (2021). Converting thesaurus to ontology (a systematic review). Library and Information Science Research, 11(2), 105-127. (In Persian) https://doi.org/10.22067/infosci.2021.23662.0

    Fathian, A. (2010). The comparison of thesaurus and ontology efficiency in knowledge representation and concepts retrieval. MA dissertation, Ferdowsi University of Mashhad. (In Persian)

    Gao, W.-f. & Zhao, X.-l. (2008). Constructing the relationship between concepts in government ontology based on E-Government Thesauri. International Conference on Management Science and Engineering 15th Annual Conference Proceedings, Long Beach, CA, USA, 2008, pp. 116-121.  http://dx.doi.org/10.1109/ICMSE.2008.4668903

    Ghiasvand, O. (2021). Report on the transformation of the thesaurus of chemistry into an ontology. Iranian Research Institute for Information Science and Technology. IRANDOC. (In Persian)

    Gilchrist, A. (2003). Thesauri, taxonomies and ontologies–an etymological note. Journal of documentation, 59(1), 7-18. https://doi.org/10.1108/00220410310457984

    Gladun, A. & Rogushina, J. (2012). Use of semantic web technologies and multilinguistic thesauri for knowledge-based access to biomedical resources. International Journal of Intelligent Systems and Applications, 4(1), 11. http://dx.doi.org/10.15407/pp2016.01.073

    Hahn, U. (2003). Turning informal thesauri into formal ontologies: a feasibility study on biomedical knowledge re‐use. Comparative and Functional Genomics, 4(1), 94-97.‏ https://doi.org/10.1002/cfg.247

    Hepp, M., & de Bruijn, J. (2007). GenTax: A generic methodology for deriving OWL and RDF-S ontologies from hierarchical classifications, thesauri, and inconsistent taxonomies. In: Franconi, E., Kifer, M., May, W. (eds), The Semantic Web: Research and Applications. ESWC 2007. Lecture Notes in Computer Science, vol 4519. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72667-8_11

    Hong, Q. N., Fàbregues, S., Bartlett, G., Boardman, F., Cargo, M., Dagenais, P., ... & Pluye, P. (2018). The mixed methods appraisal tool (MMAT) version 2018 for information professionals and researchers. Education for Information, 34(4), 285-291.

    Hosseini Beheshti, M. S., & Ejei, F. (2015). Designing and implementing basic sciences ontology based on concepts and relationships of relevant thesauri. Iranian Journal of Information Processing and Management, 30(3), 677-696. (In Persian) doi: 10.35050/JIPM010.2015.028

    Hu, H., & Du, X. (2007). Building bilingual ontology from WordNet and Chinese Classified Thesaurus. In: Zhang, Z., Siekmann, J. (eds) Knowledge Science, Engineering and Management. KSEM 2007. Lecture Notes in Computer Science, vol 4798. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-76719-0_73

    Hu, Z. Q. (2013). Domain ontology construction from chinese thesaurus. Advanced Materials Research, 753, 3209-3213.‏

    Kaffashan, M., & Fattahi, R. (2011). New knowledge organization systems: semantic web, ontology and objective knowledge organization tools. Library and Information Sciences, 14(2), 45-70. https://doi.org/10.22070/rsci.2021.14558.1500

    Kang, S. J., & Lee, J. H. (2001). Semi-automatic practical ontology construction by using a thesaurus, computational dictionaries, and large corpora. In Proceedings of the ACL 2001 workshop on Human Language Technology and Knowledge Management. http://dx.doi.org/10.3115/1118220.1118226

    Khosravi, F. & Vazifedoost, A. (2007). Creating a Persian ontology through thesaurus reengineering for organizing the Digital Library of the National Library of Iran, Librarianship and Information Organization Studies, 18(2), 19-36. magiran.com/p460600

    Kless, D. (2013). The differences and similarities in thesaurus and ontology structure: with a method for reengineering thesauri into qualitatively good ontologies. PhD thesis, The University of Melborn. http://hdl.handle.net/11343/38426

    Kless, D., & Milton, S. (2010, December). Comparison of thesauri and ontologies from a semiotic perspective. In Proc. of the 6th Australian Ontology Workshop (AOW 2010), T. Meyer, MA Orgun and K. Taylor (eds.) Adelaide, AU: Australian Computer Society (pp. 35-44).

    Kless, D., Milton, S., & Kazmierczak, E. (2012). Relationships and relata in ontologies and thesauri: Differences and similarities. Applied Ontology, 7(4), 401-428. doi:10.3233/AO-2012-0118

    Kless, D., Milton, S., Kazmierczak, E. & Lindenthal, J. (2014). Thesaurus and ontology structure: Formal and pragmatic differences and similarities. Journal of the Association for Information Science and Technology, 66.7, 1348-1366. https://doi.org/10.1002/asi.23268

    Koutsomitropoulos, D. A., & Solomou, G. D. (2017). A learning object ontology repository to support annotation and discovery of educational resources using semantic thesauri. IFLA Journal, 44(1), 4-22. https://doi.org/10.1177/0340035217737559

    Kushida, T., Kozaki, K., Tateisi, Y., Watanabe, K., Masuda, T., Matsumura, K., ... & Takagi, T. (2017, September). Efficient construction of a new ontology for life sciences by sub-classifying related terms in the Japan Science, Technology Agency Thesaurus. In ICBO.‏

    Kushida, T., Kozaki, K., Yamamoto, Y., Yamaguchi, A., Kawamura, T., Nakagawa, T., Tateisi, Y., & Takagi, T. (2019). Reconstruction of hierarchical structures in a thesaurus-based ontology through curation by domain experts. In ICBO, p. 1. 2019.

    Li, P., & Li, Y. (2013). On transformation from the thesaurus into domain ontology. Advanced Materials Research, 756, 2698-2704. https://doi.org/10.4028/www.scientific.net/AMR.756-759.2698

    1. Pei, K. Nakayama, T. Hara and S. Nishio (2008). Constructing a global ontology by concept mapping using Wikipedia Thesaurus. In 22nd International Conference on Advanced Information Networking and Applications - Workshops (Aina workshops 2008), Gino-wan, Japan, 2008, 1205-1210, https://doi.org/10.1109/WAINA.2008.117

    Maculan, B., Lima, G., & Oliveira, E. D. (2016). Conversion methods from thesaurus to ontologies: A review. Knowledge Organization for a Sustainable World: Challenges and Perspectives for Cultural, Scientific, and Technological Sharing in a Connected Society, 300-307.‏

    Malmir, A., ziaei, S., Mousavi Chelak, A., & Delghandi, F. (2022). Constructing the ontology of Children and Young adults based on the ASKA Thesaurus. Librarianship and Information Organization Studies, 33(2), 88-104. (In Persian) https://doi.org/10.30484/nastinfo.2022.3183.2148

    McInerney, S. J., Khakipoor, B., Garner, A. M., Houette, T., Unsworth, C. K., Rupp, A., ... & Niewiarowski, P. H. (2018). E2BMO: facilitating user interaction with a biomimetic ontology via semantic translation and interface design. Designs2(4), 53. https://doi.org/10.3390/designs2040053

    Mothe, J., & Hernandez, N. (2008). TtoO: Mining a thesaurus and texts to build and update a domain ontology. In Data Mining with Ontologies: Implementations, Findings, and Frameworks (pp. 123-144). IGI Global. DOI: 10.4018/978-1-59904-618-1.ch007

    Na, J. C., & Leng Neoh, H. (2008, January). Effectiveness of UMLS semantic network as a seed ontology for building a medical domain ontology. In Aslib Proceedings (Vol. 60, No. 1, pp. 32-46). Emerald Group Publishing Limited. https://doi.org/10.1108/00012530810847353

    Neuhaus, F., Florescu, E., Galton, A., Gruninger, M., Guarino, N., Obrst, L., ... & Smith, B. (2011). Creating the ontologists of the future. Applied Ontology, 6(1), 91-98.

    Nogueras-Iso, J., Lacasta, J., Teller, J., Falquet, G., & Guyot, J. (2010). Ontology learning from thesauri: An experience in the urban domain. In Ontology Theory, Management and Design: Advanced Tools and Models (pp. 247-260). IGI Global.‏

    Nowroozi, M. (2015). Comparing the efficiency of thesaurus and ontology in representing concepts and semantic relations: A case study of ASIS web thesaurus and designed ontology. MA dissertation, International Campus, Shiraz University (In Persian)

    Nowroozi, M., Mirzabeigi, M., & Sotudeh, H. (2018). Constructing an ontology based on a thesaurus: A case of ASIS&TOnto based on the ASIS&T Web-based thesaurus. The Electronic Library36(4), 750-764.‏ https://doi.org/10.1108/EL-02-2017-0037

    Noy, N. F., & Mcguinness, D. L. (2001). Ontology Development 101: A guide to creating your first ontology. http://protege.stanford.edu/publications/ontology_development/ontology101-noy-mcguinness.html

    Pastor-Sánchez, J. A. (2016). Proposal to represent the UNESCO Thesaurus for the semantic web applying ISO-25964. Brazilian Journal of Information Studies: Research Trends10(1), 1-8.

    Petticrew, M., & Roberts, H. (2008). Systematic reviews in the social sciences: A practical guide. John Wiley & Sons.

    Pisarev, I. A. & Kotova, E. E. (2016). Construction of thematic ontologies using the method of automated thesauri development, IEEE NW Russia Young Researchers in Electrical and Electronic Engineering Conference (EIConRusNW), St. Petersburg, Russia, 305-307, https://doi.org/10.1109/EIConRusNW.2016.7448180

    Prevot, L. et al (2010). Ontology and the lexicon. A multidisciplinary perspective. In: Ontology and Lexicon. Cambridge Uni. Press. https://doi.org/10.1017/CBO9780511676536

    Salim, J., Mohamad Hashim S. F., Mohd. Noah, S.A., (2011). A framework to the development of Islamic ontology: Symbiosis of thesaurus and domain expert in ontology development, Proceedings of the International Conference on Electrical Engineering and Informatics, Bandung, Indonesia, 2011, pp. 1-6, Doi: 10.1109/ICEEI.2011.6021626.

    Sanatjoo, A. & Fathian, A. (2012). Ontology design, construction and implementation methodology: approaches, languages and tools (a case study of ASFAONT ontology design in the field of library and information sciences). Library and Information Sciences15(1), 113-142. (In Persian) https://lis.aqr-libjournal.ir/article_47857.html?lang=fa

    Sun, W., Jia, M., Zheng, D., Cao, H., Yang, B. & Yu, H. (2009). Automatic domain ontology construction based on thesauri. Sixth International Conference on Fuzzy Systems and Knowledge Discovery, Tianjin, China, 415-418. https://doi.org/10.1109/FSKD.2009.111

    Szulman, S., Charlet, J., Aussenac-Gilles, N., Nazarenko, A., Sardet, É., & Teguiak, V. (2009, October). Dafoe: An ontology building platform-from texts or thesauri. In International Conference on Knowledge Engineering and Ontology Development (Vol. 2, pp. 372-375). SCITEPRESS.‏ https://dblp.uni-trier.de/db/conf/ic3k/keod2009.html#SzulmanCANST09

    Tao, Shiqiang, Ningzhou Zeng, Isaac Hands, Joseph Hurt-Mueller, Eric B. Durbin, Licong Cui, & Guo-Qiang Zhang. Web-based interactive mapping from data dictionaries to ontologies, with an application to cancer registry. BMC Medical Informatics and Decision Making 20 (2020): 1-9. https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-020-01288-7

    Villazón-Terrazas, B., Gómez-Pérez, A., & Suárez-Figueroa, M. C. (2009). Pattern for re-engineering a term-based thesaurus, which follows the record-based model, to a lightweight ontology.‏ https://oa.upm.es/5471/

    Villazón-Terrazas, Boris Marcelo (2011). Method for reusing and re-engineering nonontological resources for building ontologies. PhD Thesis, Universidade Politécnica de Madrid.

    Wang, T., Song, J., Di, R., & Liang, Y. (2013). A thesaurus and online encyclopedia merging method for large scale domain-ontology automatic construction. In Knowledge Science, Engineering and Management: 6th International Conference, KSEM 2013, Dalian, China, August 10-12, 2013. Proceedings 6 (pp. 132-146). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-39787-5_11

    Wielinga, B. J., Schreiber, A. T., Wielemaker, J., & Sandberg, J. A. C. (2001, October). From thesaurus to ontology. In Proceedings of the 1st international conference on Knowledge capture (pp. 194-201). http://dx.doi.org/10.1145/500737.500767

    Xing, X., Li, R., & Liu, K. (2009). Building ontology base on thesaurus. In 2nd International Conference on Biomedical Engineering and Informatics, Tianjin, China, 7-19 October 2009, pp. 1-4, https://doi.org/10.1109/BMEI.2009.5305778

    Zhen, Z., Tang, A., Shen, J., & Lu, S. (2006). The saurus-based approach for building domain ontology with a case study of military aircraft prototype ontology construction. Journal of Southeast University (English Edition), 9, 353-356.‏

    Zhuhadar, L. (2015). A synergistic strategy for combining thesaurus-based and corpus-based approaches in building ontology for multilingual search engines. Computers in Human Behavior, 51, 1107-1115. https://doi.org/10.1016/j.chb.2015.03.021