{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T21:05:59Z","timestamp":1768338359755,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":10,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,25]],"date-time":"2024-10-25T00:00:00Z","timestamp":1729814400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,10,25]]},"DOI":"10.1145\/3701047.3701072","type":"proceedings-article","created":{"date-parts":[[2025,2,19]],"date-time":"2025-02-19T07:08:06Z","timestamp":1739948886000},"page":"136-141","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Research on Key Technologies and Applications of Recommendation System Based on Machine Learning"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3144-9401","authenticated-orcid":false,"given":"Dan","family":"Liu","sequence":"first","affiliation":[{"name":"Dalian University of Finance and Economics, Dalian, Liaoning, China,"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-9524-3299","authenticated-orcid":false,"given":"Yuan","family":"Sun","sequence":"additional","affiliation":[{"name":"Dalian University of Finance and Economics, Dalian, Liaoning, China,"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-1390-5164","authenticated-orcid":false,"given":"Jianmin","family":"Hao","sequence":"additional","affiliation":[{"name":"Dalian University of Finance and Economics, Dalian, Liaoning, China,"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-7968-4933","authenticated-orcid":false,"given":"Lin","family":"Fu","sequence":"additional","affiliation":[{"name":"Dalian University of Finance and Economics, Dalian, Liaoning, China,"}]}],"member":"320","published-online":{"date-parts":[[2025,2,18]]},"reference":[{"key":"e_1_3_3_1_1_2","volume":"202","author":"Lin Bao","unstructured":"Bao Lin, Zhu Zhiyu, et al. Overview of Personalized Search\u00a0and\u00a0Recommendation Algorithms\u00a0for\u00a0Multi-source Heterogeneous Data[J]. Journal of Control Theory and Applications. 2024. 02. 189","journal-title":"Journal of Control Theory and Applications."},{"key":"e_1_3_3_1_2_2","volume-title":"Overview\u00a0of\u00a0 Research Methods\u00a0of\u00a0Personalized Recommendation System[J]. Computer Knowledge Technology","author":"Jianglong Yu","year":"2024","unstructured":"Yu Jianglong, Song Tengfei, et al. Overview\u00a0of\u00a0 Research Methods\u00a0of\u00a0Personalized Recommendation System[J]. Computer Knowledge Technology. 2024. 10. 46"},{"key":"e_1_3_3_1_3_2","volume-title":"Building a Recommendation System for E-Commerce Using Machine Learning and Big Data Technologies[M]. Advanced Technologies, Systems, and Applications VIII","author":"Mirza Krupic Naida Fatic","year":"2023","unstructured":"Naida Fatic Mirza Krupic. Building a Recommendation System for E-Commerce Using Machine Learning and Big Data Technologies[M]. Advanced Technologies, Systems, and Applications VIII. 2023. 09."},{"key":"e_1_3_3_1_4_2","volume-title":"Research on\u00a0Design and Performance Optimization of Online Recommendation System Based on Machine Learning Algorithm[J]. Information &\u00a0Computer","author":"Fen Wei","year":"2024","unstructured":"Wei Fen. Research on\u00a0Design and Performance Optimization of Online Recommendation System Based on Machine Learning Algorithm[J]. Information &\u00a0Computer. 2024. 03. 89"},{"key":"e_1_3_3_1_5_2","volume-title":"Design of Smart Recommendation System Based on Big Data and Cloud Computing[J]. Electronic Technology","author":"Weiyi Yue","year":"2024","unstructured":"Yue Weiyi. Design of Smart Recommendation System Based on Big Data and Cloud Computing[J]. Electronic Technology. 2024. 07. 274"},{"key":"e_1_3_3_1_6_2","volume":"202","author":"Lining Xing","unstructured":"Xing Lining, Sun Jinqiang, et al. Book Intelligent Recommendation Algorithm Based on Collaborative Filtering and TransH Improvement [J]. Journal of Shenzhen Institute of Information Technology. 2024. 03. 1","journal-title":"Journal of Shenzhen Institute of Information Technology."},{"key":"e_1_3_3_1_7_2","volume-title":"Machine\u00a0Learning Algorithm\u00a0of\u00a0Big Data Technology[J]. China New Telecommunications","author":"Wei Huang","year":"2024","unstructured":"Huang Wei. Machine\u00a0Learning Algorithm\u00a0of\u00a0Big Data Technology[J]. China New Telecommunications. 2024. 06. 47"},{"key":"e_1_3_3_1_8_2","volume-title":"The Intersection of Statistics and Machine Learning: A Comprehensive Analysis[J]. Journal of Ecohumanism","author":"Hamdoun Mohammed Qadoury Abed Subhi Hammadi","year":"2024","unstructured":"Subhi Hammadi Hamdoun Mohammed Qadoury Abed. The Intersection of Statistics and Machine Learning: A Comprehensive Analysis[J]. Journal of Ecohumanism. 2024. 09. 406"},{"key":"e_1_3_3_1_9_2","volume-title":"Application of Hybrid Recommendation Algorithm in Film Recommendation System Based on Machine Learning[J]","author":"Feng Zhao","year":"2023","unstructured":"Zhao Feng. Application of Hybrid Recommendation Algorithm in Film Recommendation System Based on Machine Learning[J]. Journal of Taizhou Polytechnical College. 2023. 04. 52"},{"key":"e_1_3_3_1_10_2","volume-title":"Design and Optimization of Intelligent Recommendation System Based on Machine Learning[J]. Appliance Repairing","author":"Nana Zhang","year":"2024","unstructured":"Zhang Nana. Design and Optimization of Intelligent Recommendation System Based on Machine Learning[J]. Appliance Repairing. 2024. 01. 39"}],"event":{"name":"CNML 2024: 2024 2nd International Conference on Communication Networks and Machine Learning","location":"Zhengzhou China","acronym":"CNML 2024"},"container-title":["Proceedings of the 2024 2nd International Conference on Communication Networks and Machine Learning"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3701047.3701072","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3701047.3701072","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T01:17:16Z","timestamp":1750295836000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3701047.3701072"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,25]]},"references-count":10,"alternative-id":["10.1145\/3701047.3701072","10.1145\/3701047"],"URL":"https:\/\/doi.org\/10.1145\/3701047.3701072","relation":{},"subject":[],"published":{"date-parts":[[2024,10,25]]},"assertion":[{"value":"2025-02-18","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}