Exploring raw data transformations on inertial sensor data to model user expertise when learning psychomotor skills Miguel PortazAlberto CorbiOlga C. Santos OriginalPaper Open access 17 April 2024
Personalized recommendations for learning activities in online environments: a modular rule-based approach Radek PelánekTomáš EffenbergerPetr Jarušek OriginalPaper Open access 06 April 2024
Modeling of anticipation using instance-based learning: application to automation surprise in aviation using passive BCI and eye-tracking data Oliver W. KlaprothEmmanuelle DietzNele Russwinkel OriginalPaper 28 March 2024
Federated privacy-preserving collaborative filtering for on-device next app prediction Albert SaiapinGleb BalitskiyVitaliy Kharin OriginalPaper 28 March 2024
Personalization of industrial human–robot communication through domain adaptation based on user feedback Debasmita MukherjeeJayden HongHomayoun Najjaran OriginalPaper 22 March 2024
Persuasive strategies and emotional states: towards designing personalized and emotion-adaptive persuasive systems Oladapo OyebodeDarren SteevesRita Orji OriginalPaper 05 March 2024
Improving collaborative problem-solving skills via automated feedback and scaffolding: a quasi-experimental study with CPSCoach 2.0 Sidney K. D’MelloNicholas DuranAngela E. B. Stewart OriginalPaper 14 February 2024
Informative representations for forgetting-robust knowledge tracing Zhiyu ChenZhilong ShanYanhua Zeng OriginalPaper 04 February 2024
Twenty-Five Years of Bayesian knowledge tracing: a systematic review Šarić-Grgić InesGrubišić AniGašpar Angelina ReviewPaper 27 January 2024
Toward joint utilization of absolute and relative bandit feedback for conversational recommendation Yu XiaZhihui XieShuai Li OriginalPaper 27 January 2024
Adaptive user interfaces in systems targeting chronic disease: a systematic literature review Wei WangHourieh KhalajzadehHumphrey O. Obie OriginalPaper Open access 18 December 2023
Solving the imbalanced data issue: automatic urgency detection for instructor assistance in MOOC discussion forums Laila AlrajhiAhmed AlamriElaine H. T. Oliveira OriginalPaper Open access 01 December 2023
What influences users to provide explicit feedback? A case of food delivery recommenders Matthew HaruyamaKazuyoshi Hidaka OriginalPaper Open access 21 November 2023
Leveraging response times in learning environments: opportunities and challenges Radek Pelánek OriginalPaper Open access 02 November 2023
“Tell Me Why”: using natural language justifications in a recipe recommender system to support healthier food choices Alain D. StarkeCataldo MustoChristoph Trattner Original Research Open access 24 October 2023 Pages: 407 - 440
Hybrid session-aware recommendation with feature-based models Josef BauerDietmar Jannach OriginalPaper Open access 06 October 2023
Digitally nudging users to explore off-profile recommendations: here be dragons Gabrielle AlvesDietmar JannachMarcelo Garcia Manzato OriginalPaper Open access 04 October 2023 Pages: 441 - 481
Harnessing distributional semantics to build context-aware justifications for recommender systems Cataldo MustoGiuseppe SpilloGiovanni Semeraro OriginalPaper Open access 25 September 2023
An overview of consensus models for group decision-making and group recommender systems Thi Ngoc Trang TranAlexander FelfernigViet Man Le OriginalPaper Open access 22 September 2023
Cognitive personalization for online microtask labor platforms: A systematic literature review Dennis PaulinoAntónio CorreiaHugo Paredes ReviewPaper Open access 19 September 2023
The engage taxonomy: SDT-based measurable engagement indicators for MOOCs and their evaluation Alexandra I. CristeaAhmed AlamriCraig Stewart OriginalPaper Open access 12 August 2023 Pages: 323 - 374
Modeling users’ heterogeneous taste with diversified attentive user profiles Oren BarkanTom ShakedNoam Koenigstein OriginalPaper 01 August 2023 Pages: 375 - 405
Improving the understanding of web user behaviors through machine learning analysis of eye-tracking data Diana CastillaOmar Del Tejo CataláJuan-Carlos Perez-Cortes OriginalPaper Open access 31 July 2023 Pages: 293 - 322
How do people make decisions in disclosing personal information in tourism group recommendations in competitive versus cooperative conditions? Shabnam NajafianGeoff MusickNava Tintarev ReviewPaper Open access 12 July 2023
Connecting physical activity with context and motivation: a user study to define variables to integrate into mobile health recommenders Ine CoppensToon De PessemierLuc Martens OriginalPaper 24 June 2023 Pages: 147 - 181
Evaluating explainable social choice-based aggregation strategies for group recommendation Francesco BarileTim DrawsNava Tintarev OriginalPaper Open access 21 June 2023 Pages: 1 - 58
Persuasion-enhanced computational argumentative reasoning through argumentation-based persuasive frameworks Ramon Ruiz-DolzJoaquin TavernerAna García-Fornes OriginalPaper Open access 19 June 2023 Pages: 229 - 258
Emotional intelligence and individuals’ viewing behaviour of human faces: a predictive approach Hosam Al-SamarraieSamer Muthana SarsamAhmed Ibrahim Alzahrani OriginalPaper Open access 19 June 2023 Pages: 889 - 909
One size does not fit all: detecting attention in children with autism using machine learning Bilikis BanireDena Al ThaniMarwa Qaraqe OriginalPaper Open access 17 June 2023 Pages: 259 - 291
Non-binary evaluation of next-basket food recommendation Yue LiuPalakorn AchananuparpEe-Peng Lim OriginalPaper 15 June 2023 Pages: 183 - 227
Using latent variable models to make gaming-the-system detection robust to context variations Yun HuangSteven DangKenneth R. Koedinger OriginalPaper Open access 18 May 2023 Pages: 1211 - 1257
Choice models and recommender systems effects on users’ choices Naieme HazratiFrancesco Ricci OriginalPaper Open access 18 May 2023 Pages: 109 - 145
Deep adversarial group recommendation with user feature space separation Jianwen SunShangheng DuZongkai Yang OriginalPaper 18 May 2023
Group recommender systems for tourism: how does personality predict preferences for attractions, travel motivations, preferences and concerns? Patrícia AlvesHelena MartinsGoreti Marreiros OriginalPaper Open access 15 May 2023 Pages: 1141 - 1210
Fairness in recommender systems: research landscape and future directions Yashar DeldjooDietmar JannachDario Zanzonelli ReviewPaper Open access 24 April 2023 Pages: 59 - 108
Preface to the special issue on personalization and adaptation in human–robot interactive communication Silvia RossiMariacarla StaffaCristina Gena EditorialNotes 23 April 2023 Pages: 189 - 194
A novel group recommender system for domain-independent decision support customizing a grouping genetic algorithm Akrivi KrouskaChristos TroussasCleo Sgouropoulou OriginalPaper Open access 19 April 2023 Pages: 1113 - 1140
Influence of Device Performance and Agent Advice on User Trust and Behaviour in a Care-taking Scenario Ingrid ZukermanAndisheh PartoviJakob Hohwy OriginalPaper Open access 30 March 2023 Pages: 1015 - 1063
Recommending on graphs: a comprehensive review from a data perspective Lemei ZhangPeng LiuJon Atle Gulla OriginalPaper Open access 13 March 2023 Pages: 803 - 888
Design, development, and evaluation of an interactive personalized social robot to monitor and coach post-stroke rehabilitation exercises Min Hun LeeDaniel P. SiewiorekSergi Bermúdez i Badia OriginalPaper 11 March 2023 Pages: 545 - 569
Clustering of conversational bandits with posterior sampling for user preference learning and elicitation Qizhi LiCanzhe ZhaoShuai Li OriginalPaper 06 March 2023 Pages: 1065 - 1112
Use of topical and temporal profiles and their hybridisation for content-based recommendation Luis M. de CamposJuan M. Fernández-LunaJuan F. Huete OriginalPaper Open access 23 January 2023 Pages: 911 - 937
Enhancing user awareness on inferences obtained from fitness trackers data Alexia Dini KounoudesGeorgia M. KapitsakiIoannis Katakis OriginalPaper 17 January 2023 Pages: 967 - 1014
Correction to: How do item features and user characteristics affect users’ perceptions of recommendation serendipity? A cross-domain analysis Ningxia WangLi Chen Correction 17 January 2023 Pages: 767 - 767
What we see is what we do: a practical Peripheral Vision-Based HMM framework for gaze-enhanced recognition of actions in a medical procedural task Felix S. WangThomas KreinerMirko Meboldt OriginalPaper Open access 04 January 2023 Pages: 939 - 965
Intra-list similarity and human diversity perceptions of recommendations: the details matter Mathias JesseChristine BauerDietmar Jannach OriginalPaper Open access 12 December 2022 Pages: 769 - 802
How do item features and user characteristics affect users’ perceptions of recommendation serendipity? A cross-domain analysis Ningxia WangLi Chen OriginalPaper 01 December 2022 Pages: 727 - 765
A dichotomic approach to adaptive interaction for socially assistive robots Riccardo De BenedictisAlessandro UmbricoAmedeo Cesta OriginalPaper Open access 17 November 2022 Pages: 293 - 331
Gaze-based predictive models of deep reading comprehension Rosy SouthwellCaitlin MillsSidney K. D’Mello OriginalPaper 17 November 2022 Pages: 687 - 725
Research directions in recommender systems for health and well-being Hanna HauptmannAlan SaidChristoph Trattner EditorialNotes 14 November 2022 Pages: 781 - 786
