{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T13:19:21Z","timestamp":1753881561936,"version":"3.41.2"},"reference-count":22,"publisher":"World Scientific Pub Co Pte Ltd","issue":"14","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J CIRCUIT SYST COMP"],"published-print":{"date-parts":[[2025,9,30]]},"abstract":"<jats:p> The Ideological and Political Education (IPE), as the main course of college education, is of great significance for college students to establish correct values. Aiming at the problem of ideological education in universities, this paper puts forward an education system method based on Multi-Objective Recommendation (MOR). The paper carries on the digitized education to the university to the thought education system, which can grasp the university student\u2019s newest thought tendency effectively. First of all, the paper proposes a Multi-objective System (MOS) to conduct in-depth research on the current hot issues, and investigates different types of universities, of which 49.6% of the students do not attach importance to ideological education, believing that these have no advantage for growth. Second, different education models are discussed in different teaching links. Universities using the system described in this paper pay more attention to the current political hot issues, and the overall level of ideological education reaches more than 80%. Finally, the MOS is tested, the accuracy of the system is higher, and the recall and F1 also have the best performance. The response time of the system is 1.8[Formula: see text]s, and it also has a high successful access rate. <\/jats:p>","DOI":"10.1142\/s0218126625503165","type":"journal-article","created":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T08:05:13Z","timestamp":1743149113000},"source":"Crossref","is-referenced-by-count":0,"title":["Multi-Objective Recommendation System for Enhancing Ideological Education in Universities"],"prefix":"10.1142","volume":"34","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-8366-1468","authenticated-orcid":false,"given":"Xin","family":"Yang","sequence":"first","affiliation":[{"name":"Marxist Theory Teaching Department, Hebei Youth Cadres Administrative College, Shijiazhuang, 050000, P. R. China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-3358-7770","authenticated-orcid":false,"given":"Hongbin","family":"Guo","sequence":"additional","affiliation":[{"name":"School of Biology and Food Science, Hebei Minzu Normal University, Chengde Hebei 067000, P. R. 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