{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,2]],"date-time":"2025-09-02T16:10:13Z","timestamp":1756829413086,"version":"3.44.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686172","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,8,28]],"date-time":"2025-08-28T00:00:00Z","timestamp":1756339200000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,8,28]]},"abstract":"<jats:p>This position paper contends that as artificial intelligence (AI) and robotics advance at a rapid pace\u2014transforming industries, healthcare, transportation, and more\u2014the development of structured knowledge and formal ontologies struggles to keep up. This imbalance poses substantial risks, as increasingly powerful and autonomous systems can make decisions that are both opaque and difficult to verify. While AI and robotics research benefit from significant funding and widespread attention, ontology and structured knowledge efforts often remain under-resourced, under-integrated, and often sidelined\u2014leaving a growing semantic gap in system design and governance. To address this gap, we argue that formal ontology research must be reinvigorated to keep pace with the accelerating demands of AI and robotics\u2014not merely as a support function but as a core contributor to trustworthy and beneficial AI\/robotics system design. This requires renewed investment in the academic foundations of ontology engineering, reintegration of semantic modeling into AI\/robotics development workflows, and the lowering of practical barriers that have hindered broader adoption. Specifically, we advocate for ontology-augmented verification methods that incorporate semantic constraints into behavioral validation; for the institutionalization of semantic auditing practices that allow ontologies to serve as transparent, inspectable system referents; and for the adoption of FAIR publishing standards that treat ontologies as first-class research outputs. These directions, we argue, are essential to bridge the gap between AI\/robotics and ontology research and to ensure that autonomous AI\/robotics systems remain not only performant but also transparent, accountable, and ultimately beneficial to humanity.<\/jats:p>","DOI":"10.3233\/faia250489","type":"book-chapter","created":{"date-parts":[[2025,9,2]],"date-time":"2025-09-02T15:33:37Z","timestamp":1756827217000},"source":"Crossref","is-referenced-by-count":0,"title":["Reinvigorating Structured Knowledge and Ontologies for Trustworthy and Beneficial AI and Robotics"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3074-701X","authenticated-orcid":false,"given":"Chun-yien","family":"Chang","sequence":"first","affiliation":[{"name":"Department of Computer Science, National Yang Ming Chiao Tung University, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7906-0828","authenticated-orcid":false,"given":"Yi-Ting","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Computer Science, National Yang Ming Chiao Tung University, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5979-6926","authenticated-orcid":false,"given":"Ying-ping","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Computer Science, National Yang Ming Chiao Tung University, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Formal Ontology in Information Systems"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA250489","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,2]],"date-time":"2025-09-02T15:33:37Z","timestamp":1756827217000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA250489"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,28]]},"ISBN":["9781643686172"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia250489","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8,28]]}}}