{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T11:22:04Z","timestamp":1780399324481,"version":"3.54.1"},"publisher-location":"Singapore","reference-count":18,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819200733","type":"print"},{"value":"9789819200740","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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\/978-981-92-0074-0_17","type":"book-chapter","created":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T10:56:25Z","timestamp":1780397785000},"page":"235-249","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Hybrid Fuzzy Utility Mining with\u00a0Graph-Reinforcement Learning for\u00a0Circular Shrimp-Rice Farming"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6597-0209","authenticated-orcid":false,"given":"Tan Duy","family":"Le","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-3341-5911","authenticated-orcid":false,"given":"Duc Dat","family":"Pham","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8262-4703","authenticated-orcid":false,"given":"Kha Tu","family":"Huynh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7685-8191","authenticated-orcid":false,"given":"Hong Quan","family":"Nguyen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Minh Tu","family":"Nguyen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,6,1]]},"reference":[{"key":"17_CR1","unstructured":"VietnamPlus: Circular economy seen as lifeline for Mekong Delta\u2019s agriculture. VietnamPlus (2024). https:\/\/en.vietnamplus.vn\/circular-economy-seen-as-lifeline-for-mekong-deltas-agriculture-post288613.vnp"},{"key":"17_CR2","unstructured":"van Beijnen, J.: Future-proofing rice and shrimp farms in the Mekong Delta. The Fish Site (2024). https:\/\/thefishsite.com\/articles\/future-proofing-rice-and-shrimp-farms-in-the-mekong-delta?"},{"key":"17_CR3","unstructured":"SGGP English Edition: Circular economy: Key element of shrimp industry\u2019s sustainable development. SGGP (2024). https:\/\/en.sggp.org.vn\/circular-economy-key-element-of-shrimp-industrys-sustainable-development-post113998.html?"},{"key":"17_CR4","doi-asserted-by":"publisher","DOI":"10.1016\/j.atech.2022.100061","volume":"2","author":"J Gladju","year":"2022","unstructured":"Gladju, J., Kamalam, B.S., Kanagaraj, A.: Applications of data mining and machine learning framework in aquaculture and fisheries: a review. Smart Agric. Technol. 2, 100061 (2022). https:\/\/doi.org\/10.1016\/j.atech.2022.100061","journal-title":"Smart Agric. Technol."},{"issue":"2","key":"17_CR5","doi-asserted-by":"publisher","first-page":"656","DOI":"10.1111\/raq.12860","volume":"16","author":"K Chary","year":"2024","unstructured":"Chary, K., van Riel, A.-J., Muscat, A., et al.: Transforming sustainable aquaculture by applying circularity principles. Rev. Aquac. 16(2), 656\u2013673 (2024). https:\/\/doi.org\/10.1111\/raq.12860","journal-title":"Rev. Aquac."},{"key":"17_CR6","unstructured":"Huynh, T.N., et al.: The current status of circular economy development in the mekong delta. VNU J. Sci. Pol. Manag. Stud. 41(1) (2025). ISSN 2588-1116. https:\/\/js.vnu.edu.vn\/PaM\/article\/view\/4548"},{"key":"17_CR7","unstructured":"Preston, N., Clayton, H. (eds.): Rice\u2013Shrimp Farming in the Mekong Delta: Biophysical and Socioeconomic Issues. ACIAR Technical Reports No. 52. Australian Centre for International Agricultural Research (ACIAR), Canberra (2003)"},{"key":"17_CR8","doi-asserted-by":"publisher","unstructured":"Nguyen, H., et al.: Reuse shrimp pond sedimentation to produce organic fertilizer in industrial scale. VNUHCM J. Earth Sci. Environ. 5(1), 273\u2013283 (2021). https:\/\/doi.org\/10.32508\/stdjsee.v5i1.536","DOI":"10.32508\/stdjsee.v5i1.536"},{"key":"17_CR9","unstructured":"Vietnam Fisheries Magazine: Dialogue on low-emission and sustainable shrimp industry within circular economy. Vietnam Fisheries Magazine (2025). https:\/\/vietfishmagazine.com\/aquaculture\/dialogue-on-low-emission-and-sustainable-shrimp-industry-within-circular-economy.html?"},{"issue":"2","key":"17_CR10","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1016\/j.eehl.2022.06.001","volume":"1","author":"M Zhu","year":"2022","unstructured":"Zhu, M., et al.: A review of the application of machine learning in water quality evaluation. Eco-Environ. Health 1(2), 107\u2013116 (2022). https:\/\/doi.org\/10.1016\/j.eehl.2022.06.001","journal-title":"Eco-Environ. Health"},{"issue":"4","key":"17_CR11","doi-asserted-by":"publisher","first-page":"2990","DOI":"10.3934\/mbe.2019148","volume":"16","author":"H Deng","year":"2019","unstructured":"Deng, H., Peng, L., Zhang, J., Tang, C., Fang, H., Liu, H.: An intelligent aerator algorithm inspired-by deep learning. Math. Biosci. Eng. 16(4), 2990\u20133002 (2019). https:\/\/doi.org\/10.3934\/mbe.2019148","journal-title":"Math. Biosci. Eng."},{"key":"17_CR12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecoinf.2025.103126","volume":"87","author":"F Ding","year":"2025","unstructured":"Ding, F., et al.: An improved graph neural network integrating indicator attention and spatio-temporal correlation for dissolved oxygen prediction. Eco. Inform. 87, 103126 (2025). https:\/\/doi.org\/10.1016\/j.ecoinf.2025.103126","journal-title":"Eco. Inform."},{"key":"17_CR13","doi-asserted-by":"publisher","DOI":"10.1017\/S0269888924000055","volume":"39","author":"R Kumar","year":"2024","unstructured":"Kumar, R., Singh, K.: Top-k high utility itemset mining: current status and future directions. Knowl. Eng. Rev. 39, e5 (2024). https:\/\/doi.org\/10.1017\/S0269888924000055","journal-title":"Knowl. Eng. Rev."},{"key":"17_CR14","doi-asserted-by":"crossref","unstructured":"Minh, V.Q., Vu, P.T., Thuy, N.M., Huong, H.T.T., Dang, P.C.: Current status and potential of circular agricultural economy for sustainable development in the Mekong Delta, Vietnam. Plant Sci. Today 11(2) (2024). https:\/\/www.horizonepublishing.com\/journals\/index.php\/PST\/article\/view\/2856","DOI":"10.14719\/pst.2856"},{"key":"17_CR15","doi-asserted-by":"publisher","first-page":"43","DOI":"10.5120\/ijca2017915521","volume":"175","author":"ZS Ninoria","year":"2017","unstructured":"Ninoria, Z.S., Thakur, S.S.: A survey on high utility itemsets mining. Int. J. Comput. Appl. 175, 43\u201350 (2017). https:\/\/doi.org\/10.5120\/ijca2017915521","journal-title":"Int. J. Comput. Appl."},{"key":"17_CR16","unstructured":"Wan, S., Gan, W., Guo, X., Chen, J., Yun, U.: FUIM: fuzzy utility itemset mining. arXiv preprint arXiv:2111.00307 (2021). https:\/\/arxiv.org\/abs\/2111.00307"},{"key":"17_CR17","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1016\/j.aiopen.2021.01.001","volume":"1","author":"J Zhou","year":"2020","unstructured":"Zhou, J., et al.: Graph neural networks: a review of methods and applications. AI Open 1, 57\u201381 (2020). https:\/\/doi.org\/10.1016\/j.aiopen.2021.01.001","journal-title":"AI Open"},{"key":"17_CR18","doi-asserted-by":"publisher","unstructured":"Wu, H., Wang, J., Zhang, Z.: MODRL\/D-AM: multiobjective deep reinforcement learning algorithm using decomposition and attention model for multiobjective optimization. In: Li, K., Li, W., Wang, H., Liu, Y. (eds.) ISICA 2019. CCIS, vol. 1205, pp. 558\u2013570. Springer, Singapore (2020). https:\/\/doi.org\/10.1007\/978-981-15-5577-0_45","DOI":"10.1007\/978-981-15-5577-0_45"}],"container-title":["Lecture Notes in Computer Science","Intelligent Information and Database Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-92-0074-0_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T10:56:30Z","timestamp":1780397790000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-92-0074-0_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9789819200733","9789819200740"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-981-92-0074-0_17","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"1 June 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ACIIDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asian Conference on Intelligent Information and Database Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kaohsiung","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Taiwan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 April 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 April 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aciids2026","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aciids.pwr.edu.pl\/2026\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}