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@article{DBLP:journals/umuai/Alcaraz-Herrera22,
  author       = {Hugo Alcaraz{-}Herrera and
                  John Cartlidge and
                  Zoi Toumpakari and
                  Max Western and
                  Iv{\'{a}}n Palomares},
  title        = {EvoRecSys: Evolutionary framework for health and well-being recommender
                  systems},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {5},
  pages        = {883--921},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09318-3},
  doi          = {10.1007/S11257-021-09318-3},
  timestamp    = {Thu, 05 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/umuai/Alcaraz-Herrera22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/AlqahtaniMO22,
  author       = {Felwah Alqahtani and
                  Sandra Meier and
                  Rita Orji},
  title        = {Personality-based approach for tailoring persuasive mental health
                  applications},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {3},
  pages        = {253--295},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09289-5},
  doi          = {10.1007/S11257-021-09289-5},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/AlqahtaniMO22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/BalcarSP22,
  author       = {Step{\'{a}}n Balcar and
                  V{\'{\i}}t Skrhak and
                  Ladislav Peska},
  title        = {Rank-sensitive proportional aggregations in dynamic recommendation
                  scenarios},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {4},
  pages        = {685--746},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09311-w},
  doi          = {10.1007/S11257-021-09311-W},
  timestamp    = {Sun, 13 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/umuai/BalcarSP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/BernardisC22,
  author       = {Cesare Bernardis and
                  Paolo Cremonesi},
  title        = {{NFC:} a deep and hybrid item-based model for item cold-start recommendation},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {4},
  pages        = {747--780},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09303-w},
  doi          = {10.1007/S11257-021-09303-W},
  timestamp    = {Sun, 13 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/umuai/BernardisC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/BorattoCIMP22,
  author       = {Ludovico Boratto and
                  Salvatore Carta and
                  Walid Iguider and
                  Fabrizio Mulas and
                  Paolo Pilloni},
  title        = {Fair performance-based user recommendation in eCoaching systems},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {5},
  pages        = {839--881},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-022-09339-6},
  doi          = {10.1007/S11257-022-09339-6},
  timestamp    = {Thu, 05 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/umuai/BorattoCIMP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/CapanGTC22,
  author       = {G{\"{o}}khan {\c{C}}apan and
                  Ilker G{\"{u}}ndogdu and
                  Ali Caner T{\"{u}}rkmen and
                  Ali Taylan Cemgil},
  title        = {Dirichlet-Luce choice model for learning from interactions},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {4},
  pages        = {611--648},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-022-09331-0},
  doi          = {10.1007/S11257-022-09331-0},
  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/umuai/CapanGTC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/DefiebreSG22,
  author       = {Daniel Defiebre and
                  Dimitris Sacharidis and
                  Panagiotis Germanakos},
  title        = {A human-centered decentralized architecture and recommendation engine
                  in SIoT},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {3},
  pages        = {297--353},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-022-09320-3},
  doi          = {10.1007/S11257-022-09320-3},
  timestamp    = {Mon, 08 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/DefiebreSG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/FrigoK22,
  author       = {Erzs{\'{e}}bet Frig{\'{o}} and
                  Levente Kocsis},
  title        = {Online convex combination of ranking models},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {4},
  pages        = {649--683},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09306-7},
  doi          = {10.1007/S11257-021-09306-7},
  timestamp    = {Sat, 08 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/FrigoK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/GrasserTSAMZ22,
  author       = {Felix Gr{\"{a}}{\ss}er and
                  Falko Tesch and
                  Jochen Schmitt and
                  Susanne Abraham and
                  Hagen Malberg and
                  Sebastian Zaunseder},
  title        = {A pharmaceutical therapy recommender system enabling shared decision-making},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {5},
  pages        = {1019--1062},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09298-4},
  doi          = {10.1007/S11257-021-09298-4},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/GrasserTSAMZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/HauptmannLMWLGB22,
  author       = {Hanna Hauptmann and
                  Nadja Leipold and
                  Mira Madenach and
                  Monika Wintergerst and
                  Martin Lurz and
                  Georg Groh and
                  Markus B{\"{o}}hm and
                  Kurt Gedrich and
                  Helmut Krcmar},
  title        = {Effects and challenges of using a nutrition assistance system: results
                  of a long-term mixed-method study},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {5},
  pages        = {923--975},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09301-y},
  doi          = {10.1007/S11257-021-09301-Y},
  timestamp    = {Thu, 05 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/umuai/HauptmannLMWLGB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/HauptmannST22,
  author       = {Hanna Hauptmann and
                  Alan Said and
                  Christoph Trattner},
  title        = {Research directions in recommender systems for health and well-being},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {5},
  pages        = {781--786},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-022-09349-4},
  doi          = {10.1007/S11257-022-09349-4},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/umuai/HauptmannST22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/JeburAA22,
  author       = {Ghassan Jebur and
                  Hosam Al{-}Samarraie and
                  Ahmed Ibrahim Alzahrani},
  title        = {An adaptive Metalearner-based flow: a tool for reducing anxiety and
                  increasing self-regulation},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {3},
  pages        = {469--501},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-022-09330-1},
  doi          = {10.1007/S11257-022-09330-1},
  timestamp    = {Tue, 28 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/umuai/JeburAA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/JeunenBG22,
  author       = {Olivier Jeunen and
                  Jan Van Balen and
                  Bart Goethals},
  title        = {Embarrassingly shallow auto-encoders for dynamic collaborative filtering},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {4},
  pages        = {509--541},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09314-7},
  doi          = {10.1007/S11257-021-09314-7},
  timestamp    = {Tue, 06 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/umuai/JeunenBG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/MaharaniWK22,
  author       = {Warih Maharani and
                  Dwi H. Widyantoro and
                  Masayu Leylia Khodra},
  title        = {Dynamic aspect-based rating system and visualization},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {1-2},
  pages        = {1--24},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09308-5},
  doi          = {10.1007/S11257-021-09308-5},
  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/MaharaniWK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/MillecampCV22,
  author       = {Martijn Millecamp and
                  Cristina Conati and
                  Katrien Verbert},
  title        = {"Knowing me, knowing you": personalized explanations for a music recommender
                  system},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {1-2},
  pages        = {215--252},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09304-9},
  doi          = {10.1007/S11257-021-09304-9},
  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/MillecampCV22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/NdulueOIGAO22,
  author       = {Chinenye Ndulue and
                  Oladapo Oyebode and
                  Ravishankar Subramani Iyer and
                  Anirudh Ganesh and
                  Syed Ishtiaque Ahmed and
                  Rita Orji},
  title        = {Personality-targeted persuasive gamified systems: exploring the impact
                  of application domain on the effectiveness of behaviour change strategies},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {1-2},
  pages        = {165--214},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-022-09319-w},
  doi          = {10.1007/S11257-022-09319-W},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/NdulueOIGAO22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/PastaPJPLC22,
  author       = {Alessandro Pasta and
                  Michael Kai Petersen and
                  Kasper Juul Jensen and
                  Niels Henrik Pontoppidan and
                  Jakob Eg Larsen and
                  Jeppe H{\o}y Christensen},
  title        = {Measuring and modeling context-dependent preferences for hearing aid
                  settings},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {5},
  pages        = {977--998},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-022-09324-z},
  doi          = {10.1007/S11257-022-09324-Z},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/PastaPJPLC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/RaberK22,
  author       = {Frederic Raber and
                  Antonio Kr{\"{u}}ger},
  title        = {Transferring recommendations through privacy user models across domains},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {1-2},
  pages        = {25--90},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09307-6},
  doi          = {10.1007/S11257-021-09307-6},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/RaberK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/RanaDMB22,
  author       = {Arpit Rana and
                  Rafael Martins D'Addio and
                  Marcelo G. Manzato and
                  Derek Bridge},
  title        = {Extended recommendation-by-explanation},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {1-2},
  pages        = {91--131},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09317-4},
  doi          = {10.1007/S11257-021-09317-4},
  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/RanaDMB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/SchmittS22,
  author       = {Murilo Falleiros Lemos Schmitt and
                  Eduardo Jaques Spinosa},
  title        = {Scalable stream-based recommendations with random walks on incremental
                  graph of sequential interactions with implicit feedback},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {4},
  pages        = {543--573},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09315-6},
  doi          = {10.1007/S11257-021-09315-6},
  timestamp    = {Sun, 13 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/umuai/SchmittS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/SchuckAKL22,
  author       = {Patrick Schuck and
                  Maximilian Altmeyer and
                  Antonio Kr{\"{u}}ger and
                  Pascal Lessel},
  title        = {Viewer types in game live streams: questionnaire development and validation},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {3},
  pages        = {417--467},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-022-09328-9},
  doi          = {10.1007/S11257-022-09328-9},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/SchuckAKL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/SmythLBF22,
  author       = {Barry Smyth and
                  Aonghus Lawlor and
                  Jakim Berndsen and
                  Ciara Feely},
  title        = {Recommendations for marathon runners: on the application of recommender
                  systems and machine learning to support recreational marathon runners},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {5},
  pages        = {787--838},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09299-3},
  doi          = {10.1007/S11257-021-09299-3},
  timestamp    = {Thu, 05 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/umuai/SmythLBF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/SpeltWFHI22,
  author       = {Hanne A. A. Spelt and
                  Joyce H. D. M. Westerink and
                  Lily Frank and
                  Jaap Ham and
                  Wijnand A. IJsselsteijn},
  title        = {Physiology-based personalization of persuasive technology: a user
                  modeling perspective},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {1-2},
  pages        = {133--163},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09313-8},
  doi          = {10.1007/S11257-021-09313-8},
  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/SpeltWFHI22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/SymeonidisCZ22,
  author       = {Panagiotis Symeonidis and
                  Stergios Chairistanidis and
                  Markus Zanker},
  title        = {Safe, effective and explainable drug recommendation based on medical
                  data integration},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {5},
  pages        = {999--1018},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-022-09342-x},
  doi          = {10.1007/S11257-022-09342-X},
  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/umuai/SymeonidisCZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/TofaniBQ22,
  author       = {Arthur Tofani and
                  Rodrigo Borges and
                  Marcelo Queiroz},
  title        = {Dynamic session-based music recommendation using information retrieval
                  techniques},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {4},
  pages        = {575--609},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-022-09343-w},
  doi          = {10.1007/S11257-022-09343-W},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/umuai/TofaniBQ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/VinagreJABC22,
  author       = {Jo{\~{a}}o Vinagre and
                  Al{\'{\i}}pio M{\'{a}}rio Jorge and
                  Marie Al{-}Ghossein and
                  Albert Bifet and
                  Paolo Cremonesi},
  title        = {Preface to the special issue on dynamic recommender systems and user
                  models},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {4},
  pages        = {503--507},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-022-09341-y},
  doi          = {10.1007/S11257-022-09341-Y},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/umuai/VinagreJABC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/YakuraNG22,
  author       = {Hiromu Yakura and
                  Tomoyasu Nakano and
                  Masataka Goto},
  title        = {An automated system recommending background music to listen to while
                  working},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {3},
  pages        = {355--388},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-022-09325-y},
  doi          = {10.1007/S11257-022-09325-Y},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/YakuraNG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/ZhangVWLRI22,
  author       = {Chao Zhang and
                  Joaquin Vanschoren and
                  Arlette van Wissen and
                  Dani{\"{e}}l Lakens and
                  Boris E. R. de Ruyter and
                  Wijnand A. IJsselsteijn},
  title        = {Theory-based habit modeling for enhancing behavior prediction in behavior
                  change support systems},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {3},
  pages        = {389--415},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-022-09326-x},
  doi          = {10.1007/S11257-022-09326-X},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/ZhangVWLRI22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}