{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T16:48:42Z","timestamp":1772556522233,"version":"3.50.1"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,7,21]],"date-time":"2021-07-21T00:00:00Z","timestamp":1626825600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,7,21]],"date-time":"2021-07-21T00:00:00Z","timestamp":1626825600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,7,21]],"date-time":"2021-07-21T00:00:00Z","timestamp":1626825600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,7,21]]},"DOI":"10.1109\/indin45523.2021.9557372","type":"proceedings-article","created":{"date-parts":[[2021,10,11]],"date-time":"2021-10-11T21:23:04Z","timestamp":1633987384000},"page":"1-6","source":"Crossref","is-referenced-by-count":16,"title":["Recommendation System using Reinforcement Learning for What-If Simulation in Digital Twin"],"prefix":"10.1109","author":[{"given":"Flavia","family":"Pires","sequence":"first","affiliation":[]},{"given":"Bilal","family":"Ahmad","sequence":"additional","affiliation":[]},{"given":"Antonio Paulo","family":"Moreira","sequence":"additional","affiliation":[]},{"given":"Paulo","family":"Leitao","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","first-page":"1035","article-title":"Intelligent decision-making support system for manufacturing solution recommendation in a cloud framework","volume":"112","author":"simeone","year":"2021","journal-title":"IJAMT"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.egyr.2021.01.090"},{"key":"ref12","first-page":"87","article-title":"Dealing with the new user cold-start problem in recom-mender systems: A comparative review","volume":"58","author":"son","year":"2016","journal-title":"IS"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICRTIT.2016.7569532"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/DASC-PICom-DataCom-CyberSciTec.2016.149"},{"key":"ref15","first-page":"167","article-title":"Trust in Recommender Systems","author":"donovan","year":"2005","journal-title":"Proceedings of the 10th ICIUI"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.17485\/ijst\/2016\/v9i20\/88005"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2019.101761"},{"key":"ref18","first-page":"4","article-title":"Crop Yield Prediction, Forecasting and Fertilizer Recommendation using Voting Based Ensemble Classifier","volume":"7","author":"archana","year":"2020","journal-title":"SSRG IJCSE"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.eij.2015.06.005"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/INDIN41052.2019.8972134"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ISORC.2008.25"},{"key":"ref6","article-title":"A Model of Trust Derivation from Evidence for Use in Recommendation Systems","author":"pitsilis","year":"2004","journal-title":"Tech Rep"},{"key":"ref5","article-title":"Digital Twin based What-if Simulation for Energy Management","author":"pires","year":"2021","journal-title":"4th IEEE ICPS2021 (Accepted)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/app10217748"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/NaNA.2017.17"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2017.07.198"},{"key":"ref9","article-title":"Recommender systems in industrial contexts","author":"meyer","year":"2012","journal-title":"Ph D Dissertation"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-38756-7_4"},{"key":"ref20","first-page":"291","article-title":"Recommender Systems for Large-scale E-Commerce: Scalable Neighborhood Formation Using Clustering","author":"sarwar","year":"2002","journal-title":"Proc of 5th ICC"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-69373-2_6"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2013.832839"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3185994"},{"key":"ref23","first-page":"107094","article-title":"Simulation-based decision support tool for in-house logistics: the basis for a digital twin","volume":"153","author":"coelho","year":"2021","journal-title":"CIE"}],"event":{"name":"2021 IEEE 19th International Conference on Industrial Informatics (INDIN)","location":"Palma de Mallorca, Spain","start":{"date-parts":[[2021,7,21]]},"end":{"date-parts":[[2021,7,23]]}},"container-title":["2021 IEEE 19th International Conference on Industrial Informatics (INDIN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9557349\/9557353\/09557372.pdf?arnumber=9557372","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:46:52Z","timestamp":1652197612000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9557372\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,21]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/indin45523.2021.9557372","relation":{},"subject":[],"published":{"date-parts":[[2021,7,21]]}}}