{"title":"基于兴趣动态变化建模的用户画像研究","authors":"Hui Miao, Q. Zhou, Huawei Song, F. Wan, Xin Yang","doi":"10.1109/IEEECONF52377.2022.10013338","DOIUrl":null,"url":null,"abstract":"The profile study based on the modeling of the dynamic change of user interest is a research method that realizes the dynamic update of interest tags by constructing the time decay function of interest transfer, and then constructs the dynamic model to achieve more accurate personalized recommendation and other functions. This article mainly introduces the construction of user interest model based on forgetting mechanism,by comparing various interest models, it can be found that the dynamic change model of interest based on the forgetting mechanism is more capable of constructing a user profile system with accurate delivery effects.","PeriodicalId":193681,"journal":{"name":"2021 International Conference on Advanced Computing and Endogenous Security","volume":"32 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on User Profile based on Interest Dynamic Change Modeling\",\"authors\":\"Hui Miao, Q. Zhou, Huawei Song, F. Wan, Xin Yang\",\"doi\":\"10.1109/IEEECONF52377.2022.10013338\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The profile study based on the modeling of the dynamic change of user interest is a research method that realizes the dynamic update of interest tags by constructing the time decay function of interest transfer, and then constructs the dynamic model to achieve more accurate personalized recommendation and other functions. This article mainly introduces the construction of user interest model based on forgetting mechanism,by comparing various interest models, it can be found that the dynamic change model of interest based on the forgetting mechanism is more capable of constructing a user profile system with accurate delivery effects.\",\"PeriodicalId\":193681,\"journal\":{\"name\":\"2021 International Conference on Advanced Computing and Endogenous Security\",\"volume\":\"32 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-04-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 International Conference on Advanced Computing and Endogenous Security\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IEEECONF52377.2022.10013338\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Advanced Computing and Endogenous Security","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IEEECONF52377.2022.10013338","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on User Profile based on Interest Dynamic Change Modeling
The profile study based on the modeling of the dynamic change of user interest is a research method that realizes the dynamic update of interest tags by constructing the time decay function of interest transfer, and then constructs the dynamic model to achieve more accurate personalized recommendation and other functions. This article mainly introduces the construction of user interest model based on forgetting mechanism,by comparing various interest models, it can be found that the dynamic change model of interest based on the forgetting mechanism is more capable of constructing a user profile system with accurate delivery effects.
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