Deep shared learning and attentive domain mapping for cross-domain recommendation Shivangi GheewalaShuxiang XuSoonja Yeom OriginalPaper Open access 27 September 2024
Recommender systems based on neuro-symbolic knowledge graph embeddings encoding first-order logic rules Giuseppe SpilloCataldo MustoGiovanni Semeraro OriginalPaper Open access 26 September 2024
Investigating meta-intents: user interaction preferences in conversational recommender systems Yuan MaJürgen Ziegler OriginalPaper 24 September 2024
Preface to the special issue on news personalization and analytics Benjamin KilleAndreas LommatzschÖzlem Özgöbek EditorialNotes 14 September 2024 Pages: 921 - 923
Hybrid music recommendation with graph neural networks Matej BevecMarko TkalčičMatevž Pesek OriginalPaper Open access 24 August 2024
AdaptUI: A Framework for the development of Adaptive User Interfaces in Smart Product-Service Systems Angela Carrera-RiveraFelix LarrinagaGorka Unamuno Original Research Open access 12 August 2024
Examining the merits of feature-specific similarity functions in the news domain using human judgments Alain D. StarkeVegard R. SolbergChristoph Trattner OriginalPaper Open access 07 August 2024 Pages: 995 - 1042
SNRBERT: session-based news recommender using BERT Ali AziziSaeedeh Momtazi OriginalPaper 31 July 2024 Pages: 1071 - 1085
Preface on the special issue on group recommender systems Ludovico BorattoAlexander FelfernigMarko Tkalčič EditorialNotes 31 July 2024 Pages: 483 - 487
A deep neural network approach for fake news detection using linguistic and psychological features Keshopan ArunthavachelvanShaina RazaChen Ding OriginalPaper 28 July 2024 Pages: 1043 - 1070
Exploring the added effect of three recommender system techniques in mobile health interventions for physical activity: a longitudinal randomized controlled trial Ine CoppensToon De PessemierLuc Martens OriginalPaper 04 July 2024
A survey on popularity bias in recommender systems Anastasiia KlimashevskaiaDietmar JannachChristoph Trattner ReviewPaper Open access 01 July 2024
Example, nudge, or practice? Assessing metacognitive knowledge transfer of factual and procedural learners Mark AbdelshiheedRobert MoulderMin Chi OriginalPaper 01 July 2024
The impacts of relevance of recommendations and goal commitment on user experience in news recommender design Zhixin PuMichael A. Beam OriginalPaper 25 June 2024 Pages: 925 - 953
Generalisable sensor-free frustration detection in online learning environments using machine learning Mohammad Mustaneer RahmanRobert OllingtonNadia Ollington OriginalPaper Open access 24 June 2024 Pages: 1493 - 1527
Linguistics-based dialogue simulations to evaluate argumentative conversational recommender systems Martina Di BrattoAntonio OrigliaSabrina Mennella OriginalPaper Open access 22 June 2024
Large-scale evaluation of cold-start mitigation in adaptive fact learning: Knowing “what” matters more than knowing “who” Maarten van der VeldeFlorian SenseHedderik van Rijn OriginalPaper Open access 21 June 2024 Pages: 1467 - 1491
Design of a conversational recommender system in education Stefano ValtolinaRicardo Anibal MatamorosFrancesco Epifania OriginalPaper Open access 21 June 2024
Improving selection diversity using hybrid graph-based news recommenders Stefaan VercoutereGlen JorisLuc Martens OriginalPaper 12 June 2024 Pages: 955 - 993
An explainable content-based approach for recommender systems: a case study in journal recommendation for paper submission Luis M. de CamposJuan M. Fernández-LunaJuan F. Huete OriginalPaper Open access 06 June 2024 Pages: 1431 - 1465
Understanding user intent modeling for conversational recommender systems: a systematic literature review Siamak FarshidiKiyan RezaeeSlinger Jansen OriginalPaper Open access 06 June 2024
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 Pages: 1283 - 1325
Personalized recommendations for learning activities in online environments: a modular rule-based approach Radek PelánekTomáš EffenbergerPetr Jarušek OriginalPaper Open access 06 April 2024 Pages: 1399 - 1430
Federated privacy-preserving collaborative filtering for on-device next app prediction Albert SaiapinGleb BalitskiyVitaliy Kharin OriginalPaper 28 March 2024 Pages: 1369 - 1398
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 Pages: 1251 - 1281
Personalization of industrial human–robot communication through domain adaptation based on user feedback Debasmita MukherjeeJayden HongHomayoun Najjaran OriginalPaper 22 March 2024 Pages: 1327 - 1367
Persuasive strategies and emotional states: towards designing personalized and emotion-adaptive persuasive systems Oladapo OyebodeDarren SteevesRita Orji OriginalPaper 05 March 2024 Pages: 1175 - 1225
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 Pages: 1087 - 1125
Informative representations for forgetting-robust knowledge tracing Zhiyu ChenZhilong ShanYanhua Zeng OriginalPaper 04 February 2024 Pages: 1227 - 1249
Twenty-Five Years of Bayesian knowledge tracing: a systematic review Šarić-Grgić InesGrubišić AniGašpar Angelina ReviewPaper 27 January 2024 Pages: 1127 - 1173
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 Pages: 853 - 920
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 Pages: 797 - 852
What influences users to provide explicit feedback? A case of food delivery recommenders Matthew HaruyamaKazuyoshi Hidaka OriginalPaper Open access 21 November 2023 Pages: 753 - 796
Leveraging response times in learning environments: opportunities and challenges Radek Pelánek OriginalPaper Open access 02 November 2023 Pages: 729 - 752
“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 Pages: 691 - 728
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 Pages: 659 - 690
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 Pages: 489 - 547
Cognitive personalization for online microtask labor platforms: A systematic literature review Dennis PaulinoAntónio CorreiaHugo Paredes ReviewPaper Open access 19 September 2023 Pages: 617 - 658
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 Pages: 549 - 581
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
