{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,23]],"date-time":"2025-10-23T11:25:42Z","timestamp":1761218742481,"version":"3.44.0"},"publisher-location":"California","reference-count":0,"publisher":"International Joint Conferences on Artificial Intelligence Organization","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,9]]},"abstract":"<jats:p>International aid is a critical mechanism for promoting economic growth and well-being in developing nations, supporting progress toward the Sustainable Development Goals (SDGs). However, tracking aid contributions remains challenging due to labor-intensive data management, incomplete records, and the heterogeneous nature of aid data. Recognizing the urgency of this challenge, we partnered with government agencies to develop an AI model that complements manual classification and mitigates human bias in subjective interpretation. By integrating SDG-specific semantics and leveraging prior knowledge from language models, our approach enhances classification accuracy and accommodates the diversity of aid projects. When applied to a comprehensive dataset spanning multiple years, our model can reveal hidden trends in the temporal evolution of international development cooperation. Expert interviews further suggest how these insights can empower policymakers with data-driven decision-making tools, ultimately improving aid effectiveness and supporting progress toward SDGs.<\/jats:p>","DOI":"10.24963\/ijcai.2025\/1094","type":"proceedings-article","created":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T08:10:40Z","timestamp":1758269440000},"page":"9845-9852","source":"Crossref","is-referenced-by-count":1,"title":["Classifying and Tracking International Aid Contribution Towards SDGs"],"prefix":"10.24963","author":[{"given":"Sungwon","family":"Park","sequence":"first","affiliation":[{"name":"Korea Advanced Institute of Science and Technology"},{"name":"Max Planck Institute for Security and Privacy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dongjoon","family":"Lee","sequence":"additional","affiliation":[{"name":"Korea Advanced Institute of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kyeongjin","family":"Ahn","sequence":"additional","affiliation":[{"name":"Korea Advanced Institute of Science and Technology"},{"name":"Max Planck Institute for Security and Privacy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yubin","family":"Choi","sequence":"additional","affiliation":[{"name":"Korea Advanced Institute of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junho","family":"Lee","sequence":"additional","affiliation":[{"name":"United Nations"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meeyoung","family":"Cha","sequence":"additional","affiliation":[{"name":"Max Planck Institute for Security and Privacy"},{"name":"Korea Advanced Institute of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kyung Ryul","family":"Park","sequence":"additional","affiliation":[{"name":"Korea Advanced Institute of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"10584","event":{"number":"34","sponsor":["International Joint Conferences on Artificial Intelligence Organization (IJCAI)"],"acronym":"IJCAI-2025","name":"Thirty-Fourth International Joint Conference on Artificial Intelligence {IJCAI-25}","start":{"date-parts":[[2025,8,16]]},"theme":"Artificial Intelligence","location":"Montreal, Canada","end":{"date-parts":[[2025,8,22]]}},"container-title":["Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence"],"original-title":[],"deposited":{"date-parts":[[2025,9,23]],"date-time":"2025-09-23T11:36:06Z","timestamp":1758627366000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.ijcai.org\/proceedings\/2025\/1094"}},"subtitle":[],"proceedings-subject":"Artificial Intelligence Research Articles","short-title":[],"issued":{"date-parts":[[2025,9]]},"references-count":0,"URL":"https:\/\/doi.org\/10.24963\/ijcai.2025\/1094","relation":{},"subject":[],"published":{"date-parts":[[2025,9]]}}}