{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,22]],"date-time":"2025-12-22T07:29:52Z","timestamp":1766388592800,"version":"3.48.0"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032131089","type":"print"},{"value":"9783032131096","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T00:00:00Z","timestamp":1766448000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T00:00:00Z","timestamp":1766448000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-13109-6_9","type":"book-chapter","created":{"date-parts":[[2025,12,22]],"date-time":"2025-12-22T07:27:21Z","timestamp":1766388441000},"page":"122-136","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Beyond Equivalence: Benchmark Datasets for\u00a0Ontology Alignment"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-7410-0616","authenticated-orcid":false,"given":"Xianhao","family":"Liu","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0333-5888","authenticated-orcid":false,"given":"Sven","family":"Hertling","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4775-4622","authenticated-orcid":false,"given":"Michael R.","family":"Hansen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,12,23]]},"reference":[{"key":"9_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.datak.2014.07.001","volume":"93","author":"P Arnold","year":"2014","unstructured":"Arnold, P., Rahm, E.: Enriching ontology mappings with semantic relations. Data Knowl. Eng. 93, 1\u201318 (2014)","journal-title":"Data Knowl. Eng."},{"key":"9_CR2","doi-asserted-by":"crossref","unstructured":"Babaei\u00a0Giglou, H., D\u2019Souza, J., Engel, F., Auer, S.: Llms4om: matching ontologies with large language models. In: European Semantic Web Conference, pp. 25\u201335. Springer (2024)","DOI":"10.1007\/978-3-031-78952-6_3"},{"key":"9_CR3","doi-asserted-by":"crossref","unstructured":"Babaei\u00a0Giglou, H., D\u2019Souza, J., Karras, O., Auer, S.: Ontoaligner: a comprehensive modular and robust python toolkit for ontology alignment. In: European Semantic Web Conference, pp. 174\u2013191. Springer (2025)","DOI":"10.1007\/978-3-031-94578-6_10"},{"issue":"5","key":"9_CR4","doi-asserted-by":"publisher","first-page":"2569","DOI":"10.1007\/s11280-023-01169-9","volume":"26","author":"J Chen","year":"2023","unstructured":"Chen, J., He, Y., Geng, Y., Jim\u00e9nez-Ruiz, E., Dong, H., Horrocks, I.: Contextual semantic embeddings for ontology subsumption prediction. World Wide Web 26(5), 2569\u20132591 (2023)","journal-title":"World Wide Web"},{"key":"9_CR5","doi-asserted-by":"crossref","unstructured":"Devlin, J., Chang, M.W., Lee, K., Toutanova, K.: Bert: pre-training of deep bidirectional transformers for language understanding. In: Proceedings of the 2019 Conference of the North American chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), pp. 4171\u20134186 (2019)","DOI":"10.18653\/v1\/N19-1423"},{"key":"9_CR6","doi-asserted-by":"crossref","unstructured":"Duan, S., Fokoue, A., Hassanzadeh, O., Kementsietsidis, A., Srinivas, K., Ward, M.J.: Instance-based matching of large ontologies using locality-sensitive hashing. In: International Semantic Web Conference, pp. 49\u201364. Springer (2012)","DOI":"10.1007\/978-3-642-35176-1_4"},{"key":"9_CR7","unstructured":"Ehrig, M., Euzenat, J.: Relaxed precision and recall for ontology matching. In: Proceedings of K-Cap 2005 Workshop on Integrating Ontology, pp. 25\u201332. No commercial editor (2005)"},{"key":"9_CR8","doi-asserted-by":"crossref","unstructured":"Faria, D., Santos, E., Balasubramani, B.S., Silva, M.C., Couto, F.M., Pesquita, C.: Agreementmakerlight. Semantic Web (Preprint), pp. 1\u201313 (2013)","DOI":"10.3233\/SW-233304"},{"key":"9_CR9","doi-asserted-by":"crossref","unstructured":"Faria, D., Silva, M.C., Cotovio, P., Ferraz, L., Balbi, L., Pesquita, C.: Results in OAEI 2024 for matcha (2024)","DOI":"10.1093\/database\/baae014"},{"key":"9_CR10","doi-asserted-by":"crossref","unstructured":"Hansen, M.R., Liu, X., Grode, J.: Consistent alignments for simple ontologies in the digital information supply chain. In: The Practice of Formal Methods, pp. 175\u2013194. Springer (2024)","DOI":"10.1007\/978-3-031-66676-6_9"},{"key":"9_CR11","doi-asserted-by":"crossref","unstructured":"Hertling, S., Paulheim, H.: Olala: ontology matching with large language models. In: Proceedings of the 12th Knowledge Capture Conference 2023, pp. 131\u2013139 (2023)","DOI":"10.1145\/3587259.3627571"},{"key":"9_CR12","doi-asserted-by":"crossref","unstructured":"Hertling, S., Paulheim, H.: Transformer based semantic relation typing for knowledge graph integration. In: European Semantic Web Conference, pp. 105\u2013121. Springer (2023)","DOI":"10.1007\/978-3-031-33455-9_7"},{"key":"9_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1007\/978-3-642-25073-6_18","volume-title":"The Semantic Web \u2013 ISWC 2011","author":"E Jim\u00e9nez-Ruiz","year":"2011","unstructured":"Jim\u00e9nez-Ruiz, E., Cuenca Grau, B.: LogMap: logic-based and scalable ontology matching. In: Aroyo, L., et al. (eds.) ISWC 2011. LNCS, vol. 7031, pp. 273\u2013288. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-25073-6_18"},{"key":"9_CR14","unstructured":"Liu, X., Grode, J., Hansen, M.: Mdmapper: a framework for aligning master data models using ontology matching techniques. In: Proceedings of OM-2024: The 19th International Workshop on Ontology Matching collocated with the 23rd International Semantic Web Conference (ISWC 2024), vol.\u00a03897, pp. 30\u201342 (2024)"},{"key":"9_CR15","unstructured":"Liu, X., Hansen, M., Grode, J.: Mdmapper results for OAEI 2024. In: Proceedings of OM-2024: The 19th International Workshop on Ontology Matching collocated with the 23rd International Semantic Web Conference (ISWC 2024). CEUR Workshop Proceedings, vol.\u00a03897, pp. 98\u2013103 (2024)"},{"key":"9_CR16","unstructured":"Meilicke, C., Stuckenschmidt, H.: Incoherence as a basis for measuring the quality of ontology mappings. In: Proceedings of 3rd International Workshop on Ontology Matching (OM) collocated with ISWC, pp. 1\u201312 (2008)"},{"issue":"3","key":"9_CR17","doi-asserted-by":"publisher","first-page":"516","DOI":"10.14778\/3712221.3712222","volume":"18","author":"Z Qiang","year":"2024","unstructured":"Qiang, Z., Wang, W., Taylor, K.: Agent-om: leveraging LLM agents for ontology matching. Proc. VLDB Endow. 18(3), 516\u2013529 (2024)","journal-title":"Proc. VLDB Endow."},{"issue":"4","key":"9_CR18","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1007\/s13740-012-0011-z","volume":"1","author":"B Schopman","year":"2012","unstructured":"Schopman, B., Wang, S., Isaac, A., Schlobach, S.: Instance-based ontology matching by instance enrichment. J. Data Semant. 1(4), 219\u2013236 (2012)","journal-title":"J. Data Semant."},{"issue":"5","key":"9_CR19","first-page":"767","volume":"12","author":"E Thi\u00e9blin","year":"2021","unstructured":"Thi\u00e9blin, E., Haemmerl\u00e9, O., Trojahn, C.: Automatic evaluation of complex alignments: an instance-based approach. Semant. Web 12(5), 767\u2013787 (2021)","journal-title":"Semant. Web"},{"key":"9_CR20","doi-asserted-by":"crossref","unstructured":"Wang, C., Qiu, M., Huang, J., He, X.: KEML: a knowledge-enriched meta-learning framework for lexical relation classification. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol.\u00a035, pp. 13924\u201313932 (2021)","DOI":"10.1609\/aaai.v35i15.17640"},{"key":"9_CR21","doi-asserted-by":"publisher","DOI":"10.1017\/S0269888920000168","volume":"35","author":"L Zhou","year":"2020","unstructured":"Zhou, L., et al.: Towards evaluating complex ontology alignments. Knowl. Eng. Rev. 35, e21 (2020)","journal-title":"Knowl. Eng. Rev."}],"container-title":["Lecture Notes in Computer Science","Knowledge Graphs and Semantic Web"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-13109-6_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,22]],"date-time":"2025-12-22T07:27:25Z","timestamp":1766388445000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-13109-6_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,23]]},"ISBN":["9783032131089","9783032131096"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-13109-6_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12,23]]},"assertion":[{"value":"23 December 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"KGSWC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Knowledge Graph and Semantic Web Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Leipzig","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Germany","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 November 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 November 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"kgswc2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/kgsw.org\/index.php","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}