{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,17]],"date-time":"2025-09-17T03:15:55Z","timestamp":1758078955714,"version":"3.44.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686196","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T00:00:00Z","timestamp":1757980800000},"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":[[2025,9,16]]},"abstract":"<jats:p>With the rapid development of Generative Artificial Intelligence (Generative AI), Sovereign AI\u2014a vital vehicle for national digital sovereignty\u2014has introduced new technical challenges for value alignment. Traditional alignment methods struggle to effectively address issues such as multicultural divergence, the abstract complexity of ethical principles, and the high computational cost known as the \u201calignment tax\u201d under Sovereign AI. To tackle these challenges, a multi-granular semantic reasoning method is proposed for value alignment based on the DIKWP framework, designed explicitly for Sovereign AI. By mapping the interrelations among Data, Information, Knowledge, Wisdom, and Purpose (DIKWP), a dual system of intention and behavior is constructed to resolve semantic conflicts, fragmented value expressions, and dynamic adaptation in complex contexts. To reduce alignment costs, we design a dedicated, prompt template\u2014DIKWP Chain of Thought(DIKWP-CoT)\u2014that explicitly embeds value-behavior logic into the model\u2019s reasoning process, significantly minimizing retraining needs. Experimental results show that, compared to traditional approaches, the proposed method significantly improves the accuracy and robustness of value alignment on the CoreValue and CMOS datasets, especially in complex scenarios involving implicit intentions or biased expressions. This provides a novel technical pathway for building safe, trustworthy, and sovereignty-aligned generative AI systems.<\/jats:p>","DOI":"10.3233\/faia250564","type":"book-chapter","created":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T13:20:23Z","timestamp":1758028823000},"source":"Crossref","is-referenced-by-count":0,"title":["A DIKWP-Based Value Alignment Generation Method Oriented Toward Sovereign Artificial Intelligence"],"prefix":"10.3233","author":[{"given":"Yingtian","family":"Mei","sequence":"first","affiliation":[{"name":"School of Cyberspace Security, Hainan University, Haikou, China"}]},{"given":"Yucong","family":"Duan","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Hainan University, Haikou, China"}]},{"given":"Hien D.","family":"Nguyen","sequence":"additional","affiliation":[{"name":"University of Information Technology, Ho Chi Minh city, Vietnam"},{"name":"Vietnam National University, Ho Chi Minh city, Vietnam"},{"name":"Computer Science Department, New Mexico State University, USA"}]},{"given":"Yingbo","family":"Li","sequence":"additional","affiliation":[{"name":"School of Cyberspace Security, Hainan University, Haikou, China"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","New Trends in Intelligent Software Methodologies, Tools and Techniques"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA250564","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T13:20:23Z","timestamp":1758028823000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA250564"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,16]]},"ISBN":["9781643686196"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia250564","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9,16]]}}}