{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T10:51:04Z","timestamp":1749120664781},"reference-count":47,"publisher":"IGI Global","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,4]]},"abstract":"<jats:p>Over the last few decades, data has assumed a central role, becoming one of the most valuable items in society. The exponential increase of several dimensions of data, e.g. volume, velocity, variety, veracity, and value, has led the definition of novel methodologies and techniques to represent, manage, and analyse data. In this context, many efforts have been devoted in data reuse and integration processes based on the semantic web approach. According to this vision, people are encouraged to share their data using standard common formats to allow more accurate interconnection and integration processes. In this article, the authors propose an ontology matching framework using novel combinations of semantic matching techniques to find accurate mappings between formal ontologies schemas. Moreover, an upper-level ontology is used as a semantic bridge. An implementation of the proposed framework is able to retrieve, match, and align ontologies. The framework has been evaluated with the state-of-the-art ontologies in the domain of cultural heritage and its performances have been measured by means of standard measures.<\/jats:p>","DOI":"10.4018\/ijitwe.2020040101","type":"journal-article","created":{"date-parts":[[2020,4,7]],"date-time":"2020-04-07T14:39:42Z","timestamp":1586270382000},"page":"1-29","source":"Crossref","is-referenced-by-count":14,"title":["A Semantic Matching Strategy for Very Large Knowledge Bases Integration"],"prefix":"10.4018","volume":"15","author":[{"given":"Antonio M.","family":"Rinaldi","sequence":"first","affiliation":[{"name":"Universit\u00e0 degli Studi di Napoli Federico II, Naples, Italy"}]},{"given":"Cristiano","family":"Russo","sequence":"additional","affiliation":[{"name":"University of Paris-Est Creteil (UPEC), Cr\u00e9teil, France"}]},{"given":"Kurosh","family":"Madani","sequence":"additional","affiliation":[{"name":"Universit\u00e9 Paris-Est - LISSI EA 3956, Cr\u00e9teil, France"}]}],"member":"2432","reference":[{"key":"IJITWE.2020040101-0","unstructured":"W3C. (n.d.). Semantic Web. Retrieved from https:\/\/www.w3.org\/standards\/semanticweb"},{"issue":"11","key":"IJITWE.2020040101-1","first-page":"440","article-title":"Survey on ontology languages.","volume":"5","author":"S.Abburu","year":"2013","journal-title":"Artificial Intelligent Systems and Machine Learning"},{"key":"IJITWE.2020040101-2","doi-asserted-by":"publisher","DOI":"10.1038\/scientificamerican0501-34"},{"key":"IJITWE.2020040101-3","unstructured":"Bhardwaj, A., Bhattacherjee, S., Chavan, A., Deshpande, A., Elmore, A. J., Madden, S., & Parameswaran, A. G. (2014). Datahub: Collaborative data science & dataset version management at scale."},{"key":"IJITWE.2020040101-4","first-page":"66","article-title":"A sat-based algorithm for context matching","author":"P.Bouquet","year":"2003","journal-title":"CONTEXT"},{"key":"IJITWE.2020040101-5","doi-asserted-by":"publisher","DOI":"10.1145\/2857218.2857219"},{"key":"IJITWE.2020040101-6","first-page":"80","article-title":"Experiences in wordnet visualization with labeled graph databases.","author":"E. G.Caldarola","year":"2015","journal-title":"Proceedings of the International Joint Conference on Knowledge Discovery, Knowledge Engineering, and Knowledge Management"},{"key":"IJITWE.2020040101-7","doi-asserted-by":"crossref","unstructured":"Caldarola, E. G., Picariello, A., & Rinaldi, A. M. (2015b). Big graph-based data visualization experiences: The wordnet case study. In Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K) (Vol. 1, pp. 104\u2013115). IEEE.","DOI":"10.5220\/0005632201040115"},{"key":"IJITWE.2020040101-8","unstructured":"Caldarola, E. G., Picariello, A., Rinaldi, A. M., & Sacco, M. (2016b). Exploration and Visualization of Big Graphs - The dbpedia case study. In Proceedings of the International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (pp. 257-264). SCITEPRESS-Science and Technology Publications."},{"key":"IJITWE.2020040101-9","doi-asserted-by":"publisher","DOI":"10.1109\/IRI.2016.58"},{"key":"IJITWE.2020040101-10","doi-asserted-by":"publisher","DOI":"10.1109\/BigDataCongress.2016.14"},{"key":"IJITWE.2020040101-11","doi-asserted-by":"crossref","unstructured":"Caldarola, E. G., & Rinaldi, A. M. (2017). Big data visualization tools: A survey - the new paradigms, methodologies and tools for large data sets visualization. In DATA - KomIS, INSTICC (pp. 296-305). SciTePress.","DOI":"10.5220\/0006484102960305"},{"key":"IJITWE.2020040101-12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-56157-8_4"},{"key":"IJITWE.2020040101-13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-13704-9_7"},{"key":"IJITWE.2020040101-14","doi-asserted-by":"publisher","DOI":"10.3233\/SW-2011-0031"},{"key":"IJITWE.2020040101-15","doi-asserted-by":"publisher","DOI":"10.3233\/SW-2011-0028"},{"key":"IJITWE.2020040101-16","doi-asserted-by":"publisher","DOI":"10.1145\/1031171.1031289"},{"key":"IJITWE.2020040101-17","unstructured":"Doerr, M., Ore, C.-E., & Stead, S. (2007). The cidoc conceptual reference model: a new standard for knowledge sharing. In Tutorials, posters, panels and industrial contributions at the 26th international conference on Conceptual modeling (Vol. 83, pp. 51\u201356). Australian Computer Society, Inc."},{"key":"IJITWE.2020040101-18","first-page":"200","article-title":"User validation in ontology alignment.","author":"Z.Dragisic","year":"2016)","journal-title":"International Semantic Web Conference ("},{"key":"IJITWE.2020040101-19","unstructured":"Ehrig, M., & Euzenat, J. (2005). Relaxed precision and recall for ontology matching. In Proc. K-Cap 2005 workshop on Integrating ontology (pp. 25\u201332). Academic Press."},{"key":"IJITWE.2020040101-20","volume":"Vol. 18","author":"J.Euzenat","year":"2007","journal-title":"Ontology matching"},{"key":"IJITWE.2020040101-21","unstructured":"Fu, G., & Rao, W. (2015). An introduction of knoodl."},{"key":"IJITWE.2020040101-22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-25956-5_5"},{"key":"IJITWE.2020040101-23","doi-asserted-by":"publisher","DOI":"10.1006\/knac.1993.1008"},{"key":"IJITWE.2020040101-24","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2016.09.001"},{"key":"IJITWE.2020040101-25","unstructured":"Hovy, E. (1998). Combining and standardizing large-scale, practical ontologies for machine translation and other uses. In Proceedings of the 1st International Conference on Language Resources and Evaluation (LREC) (pp. 535\u2013542). Academic Press."},{"journal-title":"Europeana data model primer","year":"2013","author":"A.Isaac","key":"IJITWE.2020040101-26"},{"key":"IJITWE.2020040101-27","first-page":"273","article-title":"Logmap: Logic-based and scalable ontology matching","author":"E.Jime\u2019nez-Ruiz","year":"2011","journal-title":"International Semantic Web Conference"},{"issue":"1","key":"IJITWE.2020040101-28","doi-asserted-by":"crossref","DOI":"10.1186\/2041-1480-2-6","article-title":"Gomma: A component-based infrastructure for managing and analyzing life science ontologies and their evolution.","volume":"2","author":"T.Kirsten","year":"2011","journal-title":"Journal of Biomedical Semantics"},{"issue":"6","key":"IJITWE.2020040101-29","first-page":"84","article-title":"Ontology matching: Status and challenges.","volume":"23","author":"K.Kotis","year":"2008","journal-title":"IEEE Intelligent Systems"},{"key":"IJITWE.2020040101-30","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2005.09.004"},{"journal-title":"Introduction to information visualization","year":"2009","author":"R.Mazza","key":"IJITWE.2020040101-31"},{"key":"IJITWE.2020040101-32","first-page":"1813","article-title":"DBpedia: A Multilingual Cross-domain Knowledge Base","author":"P. N.Mendes","year":"2012","journal-title":"LREC"},{"key":"IJITWE.2020040101-33","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2656086"},{"key":"IJITWE.2020040101-34","doi-asserted-by":"publisher","DOI":"10.1145\/219717.219748"},{"key":"IJITWE.2020040101-35","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-46439-5_6"},{"key":"IJITWE.2020040101-36","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2012.07.001"},{"key":"IJITWE.2020040101-37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33876-2_38"},{"key":"IJITWE.2020040101-38","unstructured":"Noy, N. F., & Musen, M. A. (1999). Smart: Automated support for ontology merging and alignment. In Proc. of the 12th Workshop on Knowledge Acquisition, Modelling, and Management (KAW\u201999). Academic Press."},{"key":"IJITWE.2020040101-39","unstructured":"Noy, N. F., & Musen, M. A. (2001). Anchor-prompt: Using non-local context for semantic matching. In Proceedings of the workshop on ontologies and information sharing at the international joint conference on artificial intelligence (IJCAI) (pp. 63\u201370). Academic Press."},{"key":"IJITWE.2020040101-40"},{"key":"IJITWE.2020040101-41","doi-asserted-by":"crossref","unstructured":"Parent, C., & Spaccapietra, S. (2000). Database Integration: The Key To Data Interoperability Advances in Object-Oriented Data Modeling.","DOI":"10.7551\/mitpress\/1131.003.0016"},{"key":"IJITWE.2020040101-42","first-page":"146","article-title":"A survey of schema-based matching approaches.","volume":"4","author":"P.Shvaiko","year":"2005","journal-title":"Journal on Data Semantics"},{"key":"IJITWE.2020040101-43","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.253"},{"year":"2016","author":"J.Skinner","key":"IJITWE.2020040101-44"},{"key":"IJITWE.2020040101-45","volume":"Vol. 1","author":"R.Spence","year":"2001","journal-title":"Information visualization"},{"key":"IJITWE.2020040101-46","unstructured":"Wang, P., & Wang, W. (2016). Lily results for OAEI 2016. In Proceedings of the ISWC Workshop at Ontology Matching (OM\u201916) (pp. 178\u2013184). Academic Press."}],"container-title":["International Journal of Information Technology and Web Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=252853","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,3]],"date-time":"2024-08-03T16:05:35Z","timestamp":1722701135000},"score":1,"resource":{"primary":{"URL":"http:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJITWE.2020040101"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2020,4]]},"references-count":47,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.4018\/ijitwe.2020040101","relation":{},"ISSN":["1554-1045","1554-1053"],"issn-type":[{"type":"print","value":"1554-1045"},{"type":"electronic","value":"1554-1053"}],"subject":[],"published":{"date-parts":[[2020,4]]}}}