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User Modeling and User-Adapted Interaction最新文献

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A human-centered decentralized architecture and recommendation engine in SIoT SIoT中以人为中心的分散式架构和推荐引擎
IF 3.6 3区 计算机科学
User Modeling and User-Adapted Interaction Pub Date : 2022-04-09 DOI: 10.1007/s11257-022-09320-3
Daniel Defiebre, Dimitris Sacharidis, Panagiotis Germanakos
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引用次数: 2
Extended recommendation-by-explanation 扩展recommendation-by-explanation
IF 3.6 3区 计算机科学
User Modeling and User-Adapted Interaction Pub Date : 2022-03-07 DOI: 10.1007/s11257-021-09317-4
Arpit Rana, R. M. D'Addio, M. Manzato, D. Bridge
{"title":"Extended recommendation-by-explanation","authors":"Arpit Rana, R. M. D'Addio, M. Manzato, D. Bridge","doi":"10.1007/s11257-021-09317-4","DOIUrl":"https://doi.org/10.1007/s11257-021-09317-4","url":null,"abstract":"","PeriodicalId":49388,"journal":{"name":"User Modeling and User-Adapted Interaction","volume":"32 1","pages":"91 - 131"},"PeriodicalIF":3.6,"publicationDate":"2022-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"52509630","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
EvoRecSys: Evolutionary framework for health and well-being recommender systems EvoRecSys：健康和幸福推荐系统的进化框架
IF 3.6 3区 计算机科学
User Modeling and User-Adapted Interaction Pub Date : 2022-01-31 DOI: 10.1007/s11257-021-09318-3
Hugo Alcaraz-Herrera, J. Cartlidge, Z. Toumpakari, Max Western, I. Palomares
{"title":"EvoRecSys: Evolutionary framework for health and well-being recommender systems","authors":"Hugo Alcaraz-Herrera, J. Cartlidge, Z. Toumpakari, Max Western, I. Palomares","doi":"10.1007/s11257-021-09318-3","DOIUrl":"https://doi.org/10.1007/s11257-021-09318-3","url":null,"abstract":"","PeriodicalId":49388,"journal":{"name":"User Modeling and User-Adapted Interaction","volume":"32 1","pages":"883 - 921"},"PeriodicalIF":3.6,"publicationDate":"2022-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42016056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 13
Scalable stream-based recommendations with random walks on incremental graph of sequential interactions with implicit feedback 可扩展的基于流的推荐与随机漫步的增量图与隐式反馈的顺序交互
IF 3.6 3区 计算机科学
User Modeling and User-Adapted Interaction Pub Date : 2022-01-13 DOI: 10.1007/s11257-021-09315-6
M. F. L. Schmitt, E. Spinosa
{"title":"Scalable stream-based recommendations with random walks on incremental graph of sequential interactions with implicit feedback","authors":"M. F. L. Schmitt, E. Spinosa","doi":"10.1007/s11257-021-09315-6","DOIUrl":"https://doi.org/10.1007/s11257-021-09315-6","url":null,"abstract":"","PeriodicalId":49388,"journal":{"name":"User Modeling and User-Adapted Interaction","volume":"1 1","pages":"1-31"},"PeriodicalIF":3.6,"publicationDate":"2022-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47833555","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Embarrassingly shallow auto-encoders for dynamic collaborative filtering 用于动态协作过滤的浅得令人尴尬的自动编码器
IF 3.6 3区 计算机科学
User Modeling and User-Adapted Interaction Pub Date : 2022-01-13 DOI: 10.1007/s11257-021-09314-7
Olivier Jeunen, Jan Van Balen, Bart Goethals
{"title":"Embarrassingly shallow auto-encoders for dynamic collaborative filtering","authors":"Olivier Jeunen, Jan Van Balen, Bart Goethals","doi":"10.1007/s11257-021-09314-7","DOIUrl":"https://doi.org/10.1007/s11257-021-09314-7","url":null,"abstract":"","PeriodicalId":49388,"journal":{"name":"User Modeling and User-Adapted Interaction","volume":"1 1","pages":"1-33"},"PeriodicalIF":3.6,"publicationDate":"2022-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42108313","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Rank-sensitive proportional aggregations in dynamic recommendation scenarios 动态推荐场景中的秩敏感比例聚合
IF 3.6 3区 计算机科学
User Modeling and User-Adapted Interaction Pub Date : 2022-01-01 DOI: 10.1007/s11257-021-09311-w
Stepán Balcar, Vít Skrhak, Ladislav Peška
{"title":"Rank-sensitive proportional aggregations in dynamic recommendation scenarios","authors":"Stepán Balcar, Vít Skrhak, Ladislav Peška","doi":"10.1007/s11257-021-09311-w","DOIUrl":"https://doi.org/10.1007/s11257-021-09311-w","url":null,"abstract":"","PeriodicalId":49388,"journal":{"name":"User Modeling and User-Adapted Interaction","volume":"32 1","pages":"685-746"},"PeriodicalIF":3.6,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49627524","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Recommendations for marathon runners: on the application of recommender systems and machine learning to support recreational marathon runners. 马拉松运动员的推荐:关于推荐系统和机器学习的应用，以支持休闲马拉松运动员。
IF 3.6 3区 计算机科学
User Modeling and User-Adapted Interaction Pub Date : 2022-01-01 Epub Date: 2021-08-18 DOI: 10.1007/s11257-021-09299-3
Barry Smyth, Aonghus Lawlor, Jakim Berndsen, Ciara Feely
{"title":"Recommendations for marathon runners: on the application of recommender systems and machine learning to support recreational marathon runners.","authors":"Barry Smyth,&nbsp;Aonghus Lawlor,&nbsp;Jakim Berndsen,&nbsp;Ciara Feely","doi":"10.1007/s11257-021-09299-3","DOIUrl":"https://doi.org/10.1007/s11257-021-09299-3","url":null,"abstract":"<p><p>Every year millions of people, from all walks of life, spend months training to run a traditional marathon. For some it is about becoming fit enough to complete the gruelling 26.2 mile (42.2 km) distance. For others, it is about improving their fitness, to achieve a new personal-best finish-time. In this paper, we argue that the complexities of training for a marathon, combined with the availability of real-time activity data, provide a unique and worthwhile opportunity for machine learning and for recommender systems techniques to support runners as they train, race, and recover. We present a number of case studies-a mix of original research plus some recent results-to highlight what can be achieved using the type of activity data that is routinely collected by the current generation of mobile fitness apps, smart watches, and wearable sensors.</p>","PeriodicalId":49388,"journal":{"name":"User Modeling and User-Adapted Interaction","volume":"32 5","pages":"787-838"},"PeriodicalIF":3.6,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s11257-021-09299-3","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40713554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
Dynamic aspect-based rating system and visualization 基于动态方面的评分系统和可视化
IF 3.6 3区 计算机科学
User Modeling and User-Adapted Interaction Pub Date : 2021-11-09 DOI: 10.1007/s11257-021-09308-5
W. Maharani, D. H. Widyantoro, M. L. Khodra
{"title":"Dynamic aspect-based rating system and visualization","authors":"W. Maharani, D. H. Widyantoro, M. L. Khodra","doi":"10.1007/s11257-021-09308-5","DOIUrl":"https://doi.org/10.1007/s11257-021-09308-5","url":null,"abstract":"","PeriodicalId":49388,"journal":{"name":"User Modeling and User-Adapted Interaction","volume":"32 1","pages":"1 - 24"},"PeriodicalIF":3.6,"publicationDate":"2021-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46669136","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Transferring recommendations through privacy user models across domains 通过跨域的隐私用户模型传输建议
IF 3.6 3区 计算机科学
User Modeling and User-Adapted Interaction Pub Date : 2021-11-08 DOI: 10.1007/s11257-021-09307-6
Frederic Raber, Antonio Krüger
{"title":"Transferring recommendations through privacy user models across domains","authors":"Frederic Raber, Antonio Krüger","doi":"10.1007/s11257-021-09307-6","DOIUrl":"https://doi.org/10.1007/s11257-021-09307-6","url":null,"abstract":"","PeriodicalId":49388,"journal":{"name":"User Modeling and User-Adapted Interaction","volume":"32 1","pages":"25 - 90"},"PeriodicalIF":3.6,"publicationDate":"2021-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44630893","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Online convex combination of ranking models 在线凸组合排序模型
IF 3.6 3区 计算机科学
User Modeling and User-Adapted Interaction Pub Date : 2021-11-06 DOI: 10.1007/s11257-021-09306-7
Erzsébet Frigó, Levente Kocsis
{"title":"Online convex combination of ranking models","authors":"Erzsébet Frigó, Levente Kocsis","doi":"10.1007/s11257-021-09306-7","DOIUrl":"https://doi.org/10.1007/s11257-021-09306-7","url":null,"abstract":"","PeriodicalId":49388,"journal":{"name":"User Modeling and User-Adapted Interaction","volume":"32 1","pages":"649 - 683"},"PeriodicalIF":3.6,"publicationDate":"2021-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43678302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
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