{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,22]],"date-time":"2026-02-22T07:50:08Z","timestamp":1771746608933,"version":"3.50.1"},"reference-count":179,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61873148,61933007"],"award-info":[{"award-number":["61873148,61933007"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100005156","name":"Alexander von Humboldt Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100005156","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE\/CAA J. Autom. Sinica"],"published-print":{"date-parts":[[2021,4]]},"DOI":"10.1109\/jas.2021.1003919","type":"journal-article","created":{"date-parts":[[2021,2,20]],"date-time":"2021-02-20T11:52:17Z","timestamp":1613821937000},"page":"701-717","source":"Crossref","is-referenced-by-count":90,"title":["An Overview of Recommendation Techniques and Their Applications in Healthcare"],"prefix":"10.1109","volume":"8","author":[{"given":"Wenbin","family":"Yue","sequence":"first","affiliation":[]},{"given":"Zidong","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Jieyu","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Xiaohui","family":"Liu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref170","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2010.52"},{"key":"ref172","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018665"},{"key":"ref171","doi-asserted-by":"publisher","DOI":"10.1145\/2645710.2645756"},{"key":"ref174","doi-asserted-by":"publisher","DOI":"10.1002\/rnc.5193"},{"key":"ref173","doi-asserted-by":"publisher","DOI":"10.1145\/2009916.2009961"},{"key":"ref176","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2019.2907620"},{"key":"ref175","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2019.2918002"},{"key":"ref178","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2019.2910167"},{"key":"ref177","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2020.2968975"},{"key":"ref168","first-page":"2921","article-title":"Multi-view clustering via deep matrix factorization","author":"zhao","year":"2017","journal-title":"Proc 31st AAAI Conf Artificial Intelligence"},{"key":"ref169","doi-asserted-by":"publisher","DOI":"10.1080\/00207721.2020.1814898"},{"key":"ref39","first-page":"40","article-title":"&#x2018;Fitness that fits&#x2019;: A prototype model for workout video recommendation","author":"ezin","year":"2018","journal-title":"Proc 3rd Int Workshop on Health Recommender Systems Co-Located with the 12th ACM Conf Recommender Systems"},{"key":"ref38","first-page":"5","article-title":"First do no harm: Considering and minimizing harm in recommender systems designed for engendering health","author":"ekstrand","year":"2016","journal-title":"Proc ACM Workshop on Engendering Health with Recommender Systems"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959185"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCULATIONAHA.108.781062"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.3009582"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5330"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1080\/17517575.2010.541287"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864716"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/1454008.1454036"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864721"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403344"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-012-0562-1"},{"key":"ref179","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2020.109154"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401198"},{"key":"ref20","first-page":"8","article-title":"Predicting workout quality to help coaches support sportspeople","author":"boratto","year":"2018","journal-title":"Proc 3rd Int Workshop on Health Recommender Systems Co-Located with the 12th ACM Conf Recommender Systems"},{"key":"ref22","first-page":"36","article-title":"Hybrid collaboration recommendation from bibliometric data","author":"bukowski","year":"2017","journal-title":"Proc 2nd Int Workshop on Health Recommender Systems Co-Located with the 11th ACM Conf Recommender Systems"},{"key":"ref21","author":"breese","year":"2013","journal-title":"Empirical analysis of predictive algorithms for collaborative filtering"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1023\/A:1021240730564"},{"key":"ref23","first-page":"2","article-title":"On the importance of context: Privacy perceptions of personal vs. health data in health recommender systems","author":"burbach","year":"2020","journal-title":"Proc 5th Int Workshop on Health Recommender Systems Co-Located with 14th ACM Conf Recommender Systems"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2017.7510538"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-012-0164-6"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3_3"},{"key":"ref25","first-page":"2","article-title":"Healthy menus recommendation: Optimizing the use of the pantry","author":"da silva","year":"2018","journal-title":"Proc 3rd Int Workshop on Health Recommender Systems Co-Located with the 12th ACM Conf Recommender Systems"},{"key":"ref50","first-page":"10","article-title":"PHARA: A personal health augmented reality assistant to support decision-making at grocery stores","author":"gutierrez","year":"2017","journal-title":"Proc 2nd Int Workshop on Health Recommender Systems Co-Located with the 11th ACM Conf Recommender Systems"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1166\/jctn.2019.7976"},{"key":"ref154","doi-asserted-by":"publisher","DOI":"10.1145\/2835776.2835837"},{"key":"ref153","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2016.7498326"},{"key":"ref156","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2019.2961895"},{"key":"ref155","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2019.2931393"},{"key":"ref150","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390294"},{"key":"ref152","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph110302580"},{"key":"ref151","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080771"},{"key":"ref146","first-page":"24","article-title":"An evaluation of recommendation algorithms for online recipe portals","author":"trattner","year":"2019","journal-title":"Proc 4th Int Workshop on Health Recommender Systems Co-Located with the 13th ACM Conf Recommender Systems"},{"key":"ref147","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-50478-0_20"},{"key":"ref148","first-page":"47","article-title":"Using content-based filtering for recommendation","author":"van meteren","year":"2000","journal-title":"Proc Machine Learning in the New Information Age MLnet\/ECML2000 Workshop"},{"key":"ref149","first-page":"21","article-title":"A Dynamic Human-in-the-loop Recommender System for Evidence-based Clinical Staging of COVID-19","author":"varatharajah","year":"2020","journal-title":"Proc 5th Int Workshop on Health Recommender Systems Co-Located with 14th ACM Conf Recommender Systems (HealthRecSys 2020)"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2020.2966977"},{"key":"ref58","first-page":"7","article-title":"Design of two combined health recommender systems for tailoring messages in a smoking cessation app","author":"hors-fraile","year":"2016","journal-title":"Proc ACM Workshop on Engendering Health with Recommender Systems"},{"key":"ref57","author":"hidasi","year":"2015","journal-title":"Session-based recommendations with recurrent neural networks"},{"key":"ref56","first-page":"14","article-title":"The impact of prediction uncertainty in recommendations for health-related behavior","author":"herrmanny","year":"2017","journal-title":"Proc 2nd Int Workshop on Health Recommender Systems Co-Located with the 11th ACM Conf Recommender Systems"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401063"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2883037"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3412732"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3412220"},{"key":"ref167","doi-asserted-by":"publisher","DOI":"10.1145\/3285029"},{"key":"ref166","doi-asserted-by":"publisher","DOI":"10.3389\/fphar.2018.01017"},{"key":"ref165","doi-asserted-by":"publisher","DOI":"10.1109\/TCST.2020.3015514"},{"key":"ref164","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401324"},{"key":"ref163","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.3029748"},{"key":"ref162","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2984540"},{"key":"ref161","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.08.031"},{"key":"ref160","doi-asserted-by":"publisher","DOI":"10.1007\/s12559-019-09674-8"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s13740-016-0060-9"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.99"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-29659-3_6"},{"key":"ref5","first-page":"32","article-title":"DIETOS: A recommender system for health profiling and diet management in chronic diseases","author":"agapito","year":"2017","journal-title":"Proc 2nd Int Workshop on Health Recommender Systems Co-Located with the 11th ACM Conf Recommender Systems"},{"key":"ref159","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/447"},{"key":"ref8","first-page":"27","article-title":"Investigating substitutability of food items in consumption data","author":"akkoyunlu","year":"2017","journal-title":"Proc 2nd Int Workshop on Health Recommender Systems Co-Located with the 11th ACM Conf Recommender Systems"},{"key":"ref49","first-page":"83","article-title":"An attentional recurrent neural network for personalized next location recommendation","volume":"34","author":"guo","year":"0","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref7","article-title":"Cypress: A cyber-physical recommender system to discover smartphone exergame enjoyment","author":"agu","year":"2016","journal-title":"Proc ACM Workshop on Engendering Health with Recommender Systems"},{"key":"ref157","doi-asserted-by":"publisher","DOI":"10.1145\/2187836.2187840"},{"key":"ref158","doi-asserted-by":"publisher","DOI":"10.1145\/1076034.1076056"},{"key":"ref9","first-page":"46","article-title":"Exploring eating behaviours modelling for user clustering","author":"akkoyunlu","year":"2018","journal-title":"Proc 3rd Int Workshop on Health Recommender Systems Co-Located with the 12th ACM Conf Recommender Systems"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.4304\/jsw.5.7.745-752"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.09.001"},{"key":"ref48","first-page":"2935","article-title":"A survey of accuracy evaluation metrics of recommendation tasks","volume":"10","author":"gunawardana","year":"2009","journal-title":"J Mach Learn Res"},{"key":"ref47","first-page":"22","article-title":"Neighborhood-based Collaborative Filtering for Therapy Decision Support","author":"gr\u00e4\u00dfer","year":"2017","journal-title":"Proc 2nd Int Workshop on Health Recommender Systems Co-Located with the 11th ACM Conf Recommender Systems"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2007.46"},{"key":"ref41","first-page":"2","article-title":"Towards argumentation-based recommendations for personalised patient empowerment","author":"fern\u00e1ndez","year":"2017","journal-title":"Proc 2nd Int Workshop on Health Recommender Systems Co-Located with the 11th ACM Conf Recommender Systems"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2015.7296535"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401051"},{"key":"ref127","first-page":"833","article-title":"Contractive auto-encoders: Explicit invariance during feature extraction","author":"rifai","year":"2011","journal-title":"Proc 28th Int Conf Machine Learning"},{"key":"ref126","first-page":"15","article-title":"Automatic user adaptation for behavior change support","author":"reimer","year":"2016","journal-title":"Proc ACM Workshop on Engendering Health with Recommender Systems"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1080\/00207721.2020.1794080"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1016\/j.amepre.2004.04.022"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.03.017"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2013.11.020"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.1145\/3079452.3079499"},{"key":"ref71","first-page":"13","article-title":"Personalized symptom checker using medical claims","author":"kafle","year":"2018","journal-title":"Proc 3rd Int Workshop on Health Recommender Systems Co-Located with the 12th ACM Conf Recommender Systems"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401072"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959165"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1145\/2740908.2742726"},{"key":"ref77","author":"kingma","year":"2013","journal-title":"Auto-encoding variational bayes"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.elerap.2016.12.005"},{"key":"ref75","first-page":"4","article-title":"Personalized, health-aware recipe recommendation: An ensemble topic modeling based approach","author":"khan","year":"2019","journal-title":"Proc 4th Int Workshop on Health Recommender Systems Co-Located with the 13th ACM Conf Recommender Systems"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2020.2973141"},{"key":"ref134","first-page":"2","article-title":"Utilizing collaborative filtering to recommend opportunities for positive affect in daily life","author":"siriaraya","year":"2019","journal-title":"Proc 4th Int Workshop on Health Recommender Systems Co-Located with the 13th ACM Conf Recommender Systems"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2018.7511189"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401236"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1002\/dac.4058"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401944"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-017-0703-7"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106960"},{"key":"ref138","first-page":"29","article-title":"RecSys challenges in achieving sustainable eating habits","author":"starke","year":"2019","journal-title":"Proc 4th Int Workshop on Health Recommender Systems Co-Located with the 13th ACM Conf Recommender Systems"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1080\/21642583.2020.1723144"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/2600428.2609593"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1145\/2988450.2988456"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/IECBES.2012.6498117"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-012-9861-z"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1057\/hs.2013.8"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/HIS.2008.25"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403254"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/s12083-019-00733-3"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401123"},{"key":"ref66","first-page":"39","article-title":"A tool that supports the psychologically based design of health-related interventions","author":"jameson","year":"2017","journal-title":"Proc 2nd Int Workshop on Health Recommender Systems Co-Located with the 11th ACM Conf Recommender Systems"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1145\/2988450.2988452"},{"key":"ref67","first-page":"57","article-title":"A hybrid health journey recommender system using electronic medical records","author":"jamshidi","year":"2018","journal-title":"Proc 3rd Int Workshop on Health Recommender Systems Co-Located with the 12th ACM Conf Recommender Systems"},{"key":"ref143","first-page":"1","article-title":"Neutrosophic recommender system for medical diagnosis based on algebraic similarity measure and clustering","author":"thanh","year":"2017","journal-title":"Proc 2017 IEEE Int Conf Fuzzy Systems (FUZZ-IEEE)"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511763113"},{"key":"ref144","first-page":"18","article-title":"Multi-criteria rating-based preference elicitation in health recommender systems","author":"torkamaan","year":"2018","journal-title":"Proc 3rd Int Workshop on Health Recommender Systems Co-Located with the 12th ACM Conf Recommender Systems"},{"key":"ref2","first-page":"36","article-title":"Shopping value and its influence on healthy shopping habits in E-commerce","author":"adaji","year":"2018","journal-title":"Proc 3rd Int Workshop on Health Recommender Systems Co-Located with the 12th ACM Conf Recommender Systems"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1145\/582415.582418"},{"key":"ref145","first-page":"53","article-title":"Engagement scoring for care-gap intervention optimization","author":"torkamani","year":"2018","journal-title":"Proc 3rd Int Workshop on Health Recommender Systems Co-Located with the 12th ACM Conf Recommender Systems"},{"key":"ref1","first-page":"1","article-title":"Extracting food substitutes from food diary via distributional similarity","author":"achananuparp","year":"2016","journal-title":"Proc ACM Workshop on Engendering Health with Recommender Systems"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.06.099"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.12.022"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2903736"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2020.2996579"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2894283"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219950"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2018.2884191"},{"key":"ref92","author":"linden","year":"1998","journal-title":"Collaborative Recommendations Using Item-to-Item Similarity Mappings"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2018.2875452"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1145\/3041021.3054207"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2017.2685521"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.02.012"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2013.08.016"},{"key":"ref102","doi-asserted-by":"crossref","first-page":"1273","DOI":"10.1109\/TII.2014.2308433","article-title":"An efficient nonnegative matrix-factorization-based approach to collaborative filtering for recommender systems","volume":"10","author":"luo","year":"2014","journal-title":"IEEE Trans Ind Inform"},{"key":"ref111","first-page":"1257","article-title":"Probabilistic matrix factorization","author":"salakhutdinov","year":"2008","journal-title":"Proc 20th Int Conf Neural Information Processing Systems"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2019.101761"},{"key":"ref110","author":"makhzani","year":"2013","journal-title":"k-Sparse Autoencoders"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2925015"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-020-01186-4"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.12.021"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2018.2878536"},{"key":"ref10","first-page":"18","article-title":"Evolutionary approach for &#x2018;healthy bundle&#x2019; wellbeing recommendations","author":"alcaraz-herrera","year":"2019","journal-title":"Proc 4th Int Workshop on Health Recommender Systems Co-Located with the 13th ACM Conf Recommender Systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MMUL.2018.011921232"},{"key":"ref12","first-page":"7413","article-title":"Implicit regularization in deep matrix factorization","author":"arora","year":"2019","journal-title":"Proc 33rd Conf Neural Information Processing Systems"},{"key":"ref13","first-page":"23","article-title":"A recommender system for informal bibliotherapy","author":"aswal","year":"2020","journal-title":"Proc 5th Int Workshop on Health Recommender Systems Co-Located with 14th ACM Conf Recommender Systems"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401032"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3412226"},{"key":"ref118","first-page":"8","article-title":"Personalized user modelling for context-aware lifestyle recommendations to improve sleep","author":"pandey","year":"2020","journal-title":"Proc 5th Int Workshop on Health Recommender Systems Co-Located with 14th ACM Conf Recommender Systems (HealthRecSys 2020)"},{"key":"ref16","article-title":"The Netflix prize","author":"bennett","year":"2007","journal-title":"Proc KDD Cup and Workshop 2007"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403226"},{"key":"ref117","doi-asserted-by":"crossref","first-page":"230","DOI":"10.1609\/aaai.v24i1.7578","article-title":"Transfer learning in collaborative filtering for sparsity reduction","author":"pan","year":"2010","journal-title":"Proc 24th AAAI Conf Artificial Intelligence"},{"key":"ref17","first-page":"18","article-title":"Running with recommendation","author":"berndsen","year":"2017","journal-title":"Proc 2nd Int Workshop on Health Recommender Systems Co-Located with the 11th ACM Conf Recommender Systems"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557072"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1002\/int.21556"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1038\/44565"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.04.046"},{"key":"ref19","first-page":"28","article-title":"Recommeding safe actions by learning from sub-optimal demonstrations","author":"boecking","year":"2020","journal-title":"Proc 5th Int Workshop on Health Recommender Systems Co-Located with 14th ACM Conf Recommender Systems"},{"key":"ref83","author":"le","year":"2007","journal-title":"Direct Optimization of Ranking measures"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1145\/2365952.2365983"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.15171\/ijbsm.2016.04"},{"key":"ref116","first-page":"30","article-title":"What drives the perceived credibility of health apps: Classical or expressive aesthetics?","author":"oyibo","year":"2018","journal-title":"Proc 3rd Int Workshop on Health Recommender Systems Co-Located with the 12th ACM Conf Recommender Systems"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557072"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-12643-2_35"},{"key":"ref120","first-page":"11","article-title":"Rethinking hearing aids as recommender systems","author":"pasta","year":"2019","journal-title":"Proc 4th Int Workshop on Health Recommender Systems Co-Located with the 13th ACM Conf Recommender Systems"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098077"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72079-9_10"},{"key":"ref122","first-page":"15","article-title":"A recommender system for healthy and personalized recipes recommendations","author":"pecune","year":"2020","journal-title":"Proc 5th Int Workshop on Health Recommender Systems Co-Located with 14th ACM Conf Recommender Systems)"},{"key":"ref123","first-page":"6","article-title":"Recommendation in persuasive eHealth systems: An effective strategy to spot users' losing motivation to exercise","author":"pilloni","year":"2017","journal-title":"Proc 2nd Int Workshop on Health Recommender Systems Co-Located with the 11th ACM Conf Recommender Systems"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.3389\/fgene.2019.00897"},{"key":"ref86","first-page":"24","article-title":"Nutrilize a personalized nutrition recommender system: An enable study","author":"leipold","year":"2018","journal-title":"Proc 3rd Int Workshop on Health Recommender Systems Co-Located with the 12th ACM Conf Recommender Systems"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772758"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2624140"}],"container-title":["IEEE\/CAA Journal of Automatica Sinica"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6570654\/9374761\/09358461.pdf?arnumber=9358461","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,18]],"date-time":"2022-12-18T08:49:57Z","timestamp":1671353397000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9358461\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,4]]},"references-count":179,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jas.2021.1003919","relation":{},"ISSN":["2329-9266","2329-9274"],"issn-type":[{"value":"2329-9266","type":"print"},{"value":"2329-9274","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,4]]}}}