Frontiers in Big Data | Recommender Systems section | New and Recent Articles https://www.frontiersin.org/journals/big-data/sections/recommender-systems RSS Feed for Recommender Systems section in the Frontiers in Big Data journal | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-04-11T23:33:56.251+00:00 60 https://www.frontiersin.org/articles/10.3389/fdata.2025.1632766 https://www.frontiersin.org/articles/10.3389/fdata.2025.1632766 <![CDATA[Multistakeholder fairness in tourism: what can algorithms learn from tourism management?]]> 2025-09-18T00:00:00Z Mini Review Peter MüllnerAnna SchreuerSimone KopeinikBernhard WieserDominik Kowald https://www.frontiersin.org/articles/10.3389/fdata.2025.1564521 https://www.frontiersin.org/articles/10.3389/fdata.2025.1564521 <![CDATA[Toward more realistic career path prediction: evaluation and methods]]> 2025-08-25T00:00:00Z Original Research Elena SengerYuri CampbellRob van der GootBarbara Plank https://www.frontiersin.org/articles/10.3389/fdata.2025.1611389 https://www.frontiersin.org/articles/10.3389/fdata.2025.1611389 <![CDATA[LLM-as-a-Judge: automated evaluation of search query parsing using large language models]]> 2025-07-21T00:00:00Z Original Research Mehmet Selman BaysanSerkan Uysalİrem İşlekÇağla Çığ KaramanTunga Güngör https://www.frontiersin.org/articles/10.3389/fdata.2025.1573072 https://www.frontiersin.org/articles/10.3389/fdata.2025.1573072 <![CDATA[Editorial: Natural language processing for recommender systems]]> 2025-03-25T00:00:00Z Editorial Alfred KrzywickiMichael BainWayne Wobcke https://www.frontiersin.org/articles/10.3389/fdata.2024.1505284 https://www.frontiersin.org/articles/10.3389/fdata.2024.1505284 <![CDATA[On explaining recommendations with Large Language Models: a review]]> 2025-01-27T00:00:00Z Mini Review Alan Said https://www.frontiersin.org/articles/10.3389/fdata.2024.1374980 https://www.frontiersin.org/articles/10.3389/fdata.2024.1374980 <![CDATA[The development and application of a novel E-commerce recommendation system used in electric power B2B sector]]> 2024-07-31T00:00:00Z Original Research Wenjun MengLili ChenZhaomin Dong https://www.frontiersin.org/articles/10.3389/fdata.2024.1399739 https://www.frontiersin.org/articles/10.3389/fdata.2024.1399739 <![CDATA[A time-robust group recommender for featured comments on news platforms]]> 2024-05-21T00:00:00Z Original Research Cedric WaterschootAntal van den Bosch https://www.frontiersin.org/articles/10.3389/fdata.2024.1295009 https://www.frontiersin.org/articles/10.3389/fdata.2024.1295009 <![CDATA[Multi-modal recommender system for predicting project manager performance within a competency-based framework]]> 2024-05-09T00:00:00Z Original Research Imene JemalWilfried Armand Naoussi SijouBelkacem Chikhaoui https://www.frontiersin.org/articles/10.3389/fdata.2024.1384460 https://www.frontiersin.org/articles/10.3389/fdata.2024.1384460 <![CDATA[Editorial: Reviews in recommender systems: 2022]]> 2024-04-02T00:00:00Z Editorial Dominik KowaldDeqing YangEmanuel Lacic https://www.frontiersin.org/articles/10.3389/fdata.2024.1304439 https://www.frontiersin.org/articles/10.3389/fdata.2024.1304439 <![CDATA[Knowledge-based recommender systems: overview and research directions]]> 2024-02-26T00:00:00Z Review Mathias UtaAlexander FelfernigViet-Man LeThi Ngoc Trang TranDamian GarberSebastian LubosTamim Burgstaller https://www.frontiersin.org/articles/10.3389/fdata.2023.1251072 https://www.frontiersin.org/articles/10.3389/fdata.2023.1251072 <![CDATA[Beyond-accuracy: a review on diversity, serendipity, and fairness in recommender systems based on graph neural networks]]> 2023-12-19T00:00:00Z Mini Review Tomislav DuricicDominik KowaldEmanuel LacicElisabeth Lex https://www.frontiersin.org/articles/10.3389/fdata.2023.1284511 https://www.frontiersin.org/articles/10.3389/fdata.2023.1284511 <![CDATA[Recommender systems for sustainability: overview and research issues]]> 2023-10-30T00:00:00Z Review Alexander FelfernigManfred WundaraThi Ngoc Trang TranSeda Polat-ErdenizSebastian LubosMerfat El MansiDamian GarberViet-Man Le https://www.frontiersin.org/articles/10.3389/fdata.2023.1281614 https://www.frontiersin.org/articles/10.3389/fdata.2023.1281614 <![CDATA[An overview of video recommender systems: state-of-the-art and research issues]]> 2023-10-30T00:00:00Z Review Sebastian LubosAlexander FelfernigMarkus Tautschnig https://www.frontiersin.org/articles/10.3389/fdata.2023.1249997 https://www.frontiersin.org/articles/10.3389/fdata.2023.1249997 <![CDATA[Differential privacy in collaborative filtering recommender systems: a review]]> 2023-10-12T00:00:00Z Mini Review Peter MüllnerElisabeth LexMarkus SchedlDominik Kowald https://www.frontiersin.org/articles/10.3389/fdata.2023.1245198 https://www.frontiersin.org/articles/10.3389/fdata.2023.1245198 <![CDATA[Fairness of recommender systems in the recruitment domain: an analysis from technical and legal perspectives]]> 2023-10-06T00:00:00Z Review Deepak KumarTessa GroszNavid RekabsazElisabeth GreifMarkus Schedl https://www.frontiersin.org/articles/10.3389/fdata.2023.1239705 https://www.frontiersin.org/articles/10.3389/fdata.2023.1239705 <![CDATA[Multi-list interfaces for recommender systems: survey and future directions]]> 2023-08-10T00:00:00Z Mini Review Benedikt Loepp https://www.frontiersin.org/articles/10.3389/fdata.2023.1168692 https://www.frontiersin.org/articles/10.3389/fdata.2023.1168692 <![CDATA[A review on individual and multistakeholder fairness in tourism recommender systems]]> 2023-05-10T00:00:00Z Review Ashmi BanerjeeParomita BanikWolfgang Wörndl https://www.frontiersin.org/articles/10.3389/fdata.2023.974072 https://www.frontiersin.org/articles/10.3389/fdata.2023.974072 <![CDATA[Personalized diversification of complementary recommendations with user preference in online grocery]]> 2023-03-22T00:00:00Z Original Research Luyi MaNimesh SinhaJason H. D. ChoSushant KumarKannan Achan https://www.frontiersin.org/articles/10.3389/fdata.2023.1157899 https://www.frontiersin.org/articles/10.3389/fdata.2023.1157899 <![CDATA[A survey on multi-objective recommender systems]]> 2023-03-22T00:00:00Z Review Dietmar JannachHiman Abdollahpouri https://www.frontiersin.org/articles/10.3389/fdata.2022.966982 https://www.frontiersin.org/articles/10.3389/fdata.2022.966982 <![CDATA[Multi-objective cluster based bidding algorithm for E-commerce search engine marketing system]]> 2022-09-26T00:00:00Z Original Research Cheng JieZigeng WangDa XuWei Shen