{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,26]],"date-time":"2025-11-26T23:07:26Z","timestamp":1764198446799,"version":"3.46.0"},"publisher-location":"Singapore","reference-count":19,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819549627"},{"type":"electronic","value":"9789819549634"}],"license":[{"start":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T00:00:00Z","timestamp":1763769600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T00:00:00Z","timestamp":1763769600000},"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\/978-981-95-4963-4_5","type":"book-chapter","created":{"date-parts":[[2025,11,21]],"date-time":"2025-11-21T17:06:50Z","timestamp":1763744810000},"page":"50-61","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Fuzzy Multimodal Product Retrieval and\u00a0Recommendation in\u00a0Vietnamese E-Commerce with\u00a0LLMs and\u00a0CLIP"],"prefix":"10.1007","author":[{"given":"Quynh Do Mai","family":"Nhu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thuc Nguyen","family":"Huy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nhut Nguyen","family":"Minh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thuan Nguyen","family":"Dinh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,11,22]]},"reference":[{"key":"5_CR1","doi-asserted-by":"crossref","unstructured":"Wang, H., Na, T.: Rethinking E-Commerce Search. arXiv preprint arXiv:2312.03217, December 2023","DOI":"10.1145\/3642979.3643007"},{"key":"5_CR2","unstructured":"Zhou, J., et\u00a0al.: Leveraging Large Language Models for Enhanced Product Descriptions in eCommerce. arXiv preprint arXiv:2310.18357 (2023)"},{"key":"5_CR3","doi-asserted-by":"publisher","unstructured":"Maji, S., et\u00a0al.: Addressing vocabulary gap in E-commerce search. In: Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, Paris, France, pp. 1073\u20131076 (2019). https:\/\/doi.org\/10.1145\/3331184.3331323","DOI":"10.1145\/3331184.3331323"},{"key":"5_CR4","doi-asserted-by":"crossref","unstructured":"Liu, D., Ramos, E.L.: Multimodal semantic retrieval for product search. arXiv preprint arXiv:2501.07365 (2025)","DOI":"10.1145\/3701716.3717567"},{"key":"5_CR5","doi-asserted-by":"publisher","unstructured":"Zangerle, E., Bauer, C.: Evaluating Recommender Systems: Survey and Framework. ACM Comput. Surv. 55(8), 170:1\u2013170:38 (2022). https:\/\/doi.org\/10.1145\/3556536","DOI":"10.1145\/3556536"},{"key":"5_CR6","doi-asserted-by":"publisher","unstructured":"Aman, S.S., N\u2019Guessan, B.G., Agbo, D.D.A., Kone, T.: Search engine performance optimization: methods and techniques. F1000Research 12, 1317 (2024). https:\/\/doi.org\/10.12688\/f1000research.140393.3.","DOI":"10.12688\/f1000research.140393.3."},{"key":"5_CR7","doi-asserted-by":"publisher","unstructured":"Silvestri, F., Orlando, S., Perego, R.: WINGS: a parallel indexer for web contents. In: Computational Science \u2013 ICCS 2004, M. Bubak, G. D. van Albada, P. M. A. Sloot, and J. Dongarra, Eds., vol. 3036, LNCS, pp. 263\u2013270. Springer, Heidelberg (2004). https:\/\/doi.org\/10.1007\/978-3-540-24685-5_33","DOI":"10.1007\/978-3-540-24685-5_33"},{"key":"5_CR8","doi-asserted-by":"publisher","unstructured":"Sharma, D., Shukla, R., Giri, A.K., Kumar, S.: A Brief Review on Search Engine Optimization. In: 2019 9th International Conference on Cloud Computing, Data Science & Engineering (Confluence), Noida, India, 2019, pp. 687\u2013692 (2019). https:\/\/doi.org\/10.1109\/CONFLUENCE.2019.8776976.","DOI":"10.1109\/CONFLUENCE.2019.8776976."},{"issue":"1\u20136","key":"5_CR9","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1016\/S1389-1286(00)00059-1","volume":"33","author":"A Sugiura","year":"2000","unstructured":"Sugiura, A., Etzioni, O.: Query routing for Web search engines: architecture and experiments. Comput. Netw. 33(1\u20136), 417\u2013429 (2000). https:\/\/doi.org\/10.1016\/S1389-1286(00)00059-1","journal-title":"Comput. Netw."},{"key":"5_CR10","doi-asserted-by":"crossref","unstructured":"Chen, S., Jiang, W., Lin, B., Kwok, J.T., Zhang, Y.: RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models. arXiv preprint arXiv:2409.19886 (2024)","DOI":"10.52202\/079017-2120"},{"key":"5_CR11","unstructured":"Yang, A., et al.: Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese (2023). arXiv preprint arXiv:2211.01335"},{"issue":"3","key":"5_CR12","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","author":"LA Zadeh","year":"1965","unstructured":"Zadeh, L.A.: Fuzzy sets. Inf. Control 8(3), 338\u2013353 (1965). https:\/\/doi.org\/10.1016\/S0019-9958(65)90241-X","journal-title":"Inf. Control"},{"issue":"3","key":"5_CR13","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1080\/01969727308546046","volume":"3","author":"JC Dunn","year":"1973","unstructured":"Dunn, J.C.: A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters. J. Cybern. 3(3), 32\u201357 (1973). https:\/\/doi.org\/10.1080\/01969727308546046","journal-title":"J. Cybern."},{"key":"5_CR14","doi-asserted-by":"publisher","unstructured":"Pattern Recognition with Fuzzy Objective Function Algorithms. AAPR, Springer, Boston, MA (1981). https:\/\/doi.org\/10.1007\/978-1-4757-0450-1","DOI":"10.1007\/978-1-4757-0450-1"},{"key":"5_CR15","doi-asserted-by":"crossref","unstructured":"Nguyen, D.Q., Nguyen, A.T.: PhoBERT: Pre-trained language models for Vietnamese. arXiv preprint arXiv:2003.00744, March 2020","DOI":"10.18653\/v1\/2020.findings-emnlp.92"},{"key":"5_CR16","unstructured":"Radford, A., et\u00a0al.: Learning Transferable Visual Models From Natural Language Supervision. arXiv preprint arXiv:2103.00020, February 2021"},{"key":"5_CR17","unstructured":"Sanh, V., Debut, L., Chaumond, J., Wolf, T.: DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter (2019). arXiv preprint arXiv:1910.01108"},{"key":"5_CR18","doi-asserted-by":"crossref","unstructured":"Phan, L., Tran, H., Nguyen, H., Trinh, T.H.: ViT5: pretrained text-to-text transformer for vietnamese language generation. arXiv preprint arXiv:2205.06457, May 2022","DOI":"10.18653\/v1\/2022.naacl-srw.18"},{"key":"5_CR19","doi-asserted-by":"publisher","unstructured":"Soliman, A., Attia, F., Hellal, M., Badr, M.A.L.: Power System Stabilizer Driven by an Adaptive Fuzzy Set for Better Dynamic Performance. Acta Polytechnica, vol. 46, no. 2, Jan. 2006, https:\/\/doi.org\/10.14311\/810","DOI":"10.14311\/810"}],"container-title":["Lecture Notes in Computer Science","Multi-disciplinary Trends in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-95-4963-4_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,26]],"date-time":"2025-11-26T23:02:49Z","timestamp":1764198169000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-95-4963-4_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,22]]},"ISBN":["9789819549627","9789819549634"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-981-95-4963-4_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2025,11,22]]},"assertion":[{"value":"22 November 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MIWAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Multi-disciplinary Trends in Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ho Chi Minh City","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vietnam","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":"3 December 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 December 2025","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":"miwai2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/miwai25.miwai.org","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}