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Artificial intelligence and multimodal data in the service of human decision‐making: A case study in debate tutoring

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Psychometric Properties of the Trait Emotional Intelligence Questionnaire (TEIQue)
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Competencies for Complexity: Problem Solving in the Twenty-First Century
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Where Is the Nurse? Towards Automatically Visualising Meaningful Team Movement in Healthcare Education
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A Syllogism for Designing Collaborative Learning Technologies in the Age of AI and Multimodal Data
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Knowledge tracing: Modeling the acquisition of procedural knowledge
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An Index of Factorial Simplicity
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Multimodal fusion for multimedia analysis: a survey
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AI4People—An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations
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Affective learning: improving engagement and enhancing learning with affect-aware feedback
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Capturing and analyzing verbal and physical collaborative learning interactions at an enriched interactive tabletop
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The NISPI framework: Analysing collaborative problem-solving from students' physical interactions
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Multimodal data as a means to understand the learning experience
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Social signal processing: Survey of an emerging domain
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Diffusion Decision Model: Current Issues and History
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Social Signal Processing
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Communication of emotions in vocal expression and music performance: Different channels, same code?
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A circumplex model of affect.
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Intuition in Judgment and Decision Making: Extensive Thinking Without Effort
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Developments in connected and automated vehicles
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Multimodal signals enhance decision making in foraging bumble-bees
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Generalized time warping for multi-modal alignment of human motion
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Audiovisual Behavior Modeling by Combined Feature Spaces
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Multimodal Machine Learning: A Survey and Taxonomy
inferredcites →https://doi.org/10.1111/jcal.12232openalex-snapshot
Multimodal teaching analytics: Automated extraction of orchestration graphs from wearable sensor data
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Supervised machine learning in multimodal learning analytics for estimating success in project‐based learning
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Designs for Operationalizing Collaborative Problem Solving for Automated Assessment
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Multimodal learning analytics
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Learning pulse
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The RAP system
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Dual-Processing Accounts of Reasoning, Judgment, and Social Cognition
inferredcites →https://doi.org/10.1207/s15327906mbr0102_10openalex-snapshot
The Scree Test For The Number Of Factors
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A database of German emotional speech
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The INTERSPEECH 2009 emotion challenge
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Multiple Factor Analysis.
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Multiple Factor Analysis
inferredcites →https://doi.org/10.4324/9780203838099openalex-snapshot
Intuition in Judgment and Decision Making
inferredcites →https://doi.org/10.4324/9780203838099-7openalex-snapshot
The Nature of Intuition and Its Neglect in Research on Judgment and Decision Making
inferredcites →https://doi.org/10.4324/9780203861936openalex-snapshot
Foundations for Tracing Intuition
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Multimodality
inferredcites →https://doi.org/10.48550/arxiv.1604.02416openalex-snapshot
How deep is knowledge tracing?
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How Human–Computer “Superminds” Are Redefining the Future of Work

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1515/9783111034706-011openalex-snapshot
11 Künstliche Intelligenz im Kontext Fremdsprachenlernen und -lehren: Herausforderungen und Möglichkeiten
inferred← citeshttps://doi.org/10.15294/elt.v12i3.76525openalex-snapshot
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inferred← citeshttps://doi.org/10.15359/ree.27-1.14516openalex-snapshot
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inferred← citeshttps://doi.org/10.17162/au.v12i1.974openalex-snapshot
Inteligencia artificial en educación: una revisión de la literatura en revistas científicas internacionales
inferred← citeshttps://doi.org/10.17345/9788484249658openalex-snapshot
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inferred← citeshttps://doi.org/10.18009/jcer.1477709openalex-snapshot
Artificial Intelligence in the Education of Teachers: A Qualitative Synthesis of the Cutting-Edge Research Literature
inferred← citeshttps://doi.org/10.18413/2313-8971-2024-10-1-0-3openalex-snapshot
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inferred← citeshttps://doi.org/10.18413/2313-8971-2024-10-1-0-4openalex-snapshot
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inferred← citeshttps://doi.org/10.18608/jla.2021.7361openalex-snapshot
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inferred← citeshttps://doi.org/10.18608/jla.2024.8393openalex-snapshot
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inferred← citeshttps://doi.org/10.18608/jla.2025.8505openalex-snapshot
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inferred← citeshttps://doi.org/10.18653/v1/2022.bionlp-1.21openalex-snapshot
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inferred← citeshttps://doi.org/10.21014/acta_imeko.v11i2.1135openalex-snapshot
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inferred← citeshttps://doi.org/10.21449/ijate.1467476openalex-snapshot
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inferred← citeshttps://doi.org/10.23865/ntpk.v10.6174openalex-snapshot
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inferred← citeshttps://doi.org/10.2478/amns-2024-0910openalex-snapshot
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inferred← citeshttps://doi.org/10.2478/amns.2023.2.00760openalex-snapshot
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inferred← citeshttps://doi.org/10.30935/cedtech/17864openalex-snapshot
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inferred← citeshttps://doi.org/10.30935/ojcmt/14367openalex-snapshot
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inferred← citeshttps://doi.org/10.31219/osf.io/nrtz9openalex-snapshot
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inferred← citeshttps://doi.org/10.31620/jccc.06.23/12openalex-snapshot
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inferred← citeshttps://doi.org/10.31822/jomat.2025-10-1-111openalex-snapshot
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inferred← citeshttps://doi.org/10.3233/jifs-189390openalex-snapshot
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inferred← citeshttps://doi.org/10.33168/jliss.2024.0304openalex-snapshot
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inferred← citeshttps://doi.org/10.3389/fhumd.2024.1475438openalex-snapshot
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inferred← citeshttps://doi.org/10.3389/fpsyg.2022.1000069openalex-snapshot
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inferred← citeshttps://doi.org/10.3389/fpsyg.2025.1605453openalex-snapshot
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inferred← citeshttps://doi.org/10.3389/frai.2021.713176openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/computers14070270openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/educsci13050498openalex-snapshot
Model-Based Learning Analytics for a Partnership of Teachers and Intelligent Systems: A Bibliometric Systematic Review
inferred← citeshttps://doi.org/10.3390/ejihpe10020045openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/fi12080124openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/rel16050563openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/s19143099openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/s20236856openalex-snapshot
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inferred← citeshttps://doi.org/10.35542/osf.io/7yga3openalex-snapshot
A Systematic Approach to Evaluate the Use of Chatbots in Educational Contexts: Learning Gains, Engagements and Perceptions
inferred← citeshttps://doi.org/10.35542/osf.io/sd23yopenalex-snapshot
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inferred← citeshttps://doi.org/10.35542/osf.io/u3g4nopenalex-snapshot
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inferred← citeshttps://doi.org/10.35643/info.28.2.1openalex-snapshot
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inferred← citeshttps://doi.org/10.37934/araset.29.1.160176openalex-snapshot
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inferred← citeshttps://doi.org/10.3916/c65-2020-04openalex-snapshot
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inferred← citeshttps://doi.org/10.3991/ijet.v17i08.29833openalex-snapshot
Artificial Intelligence in Education Research During The Last Ten Years: A Review and Bibliometric Study
inferred← citeshttps://doi.org/10.4018/978-1-6684-9591-9.ch013openalex-snapshot
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inferred← citeshttps://doi.org/10.4018/978-1-6684-9591-9.ch014openalex-snapshot
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inferred← citeshttps://doi.org/10.4018/979-8-3373-0122-8.ch007openalex-snapshot
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inferred← citeshttps://doi.org/10.4018/979-8-3373-3745-6.ch007openalex-snapshot
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inferred← citeshttps://doi.org/10.4018/979-8-3373-4621-2.ch011openalex-snapshot
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inferred← citeshttps://doi.org/10.4018/979-8-3373-8217-3.ch002openalex-snapshot
Designing Collaborative Intelligence
inferred← citeshttps://doi.org/10.4018/979-8-3373-9898-3.ch003openalex-snapshot
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inferred← citeshttps://doi.org/10.4018/979-8-3693-7793-2.ch004openalex-snapshot
Emerging Technologies in Education
inferred← citeshttps://doi.org/10.4018/979-8-3693-8492-3.ch006openalex-snapshot
Digital Technologies as Necessity Innovative Strategies for Growth and Sustainability in Democratic Republic of Congo
inferred← citeshttps://doi.org/10.4018/979-8-3693-8960-7.ch009openalex-snapshot
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inferred← citeshttps://doi.org/10.46495/sdjt.v14i2.303openalex-snapshot
Desiderium Naturale Videndi Deum di Era Digital
inferred← citeshttps://doi.org/10.46632/jdaai/2/3/13openalex-snapshot
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inferred← citeshttps://doi.org/10.46632/jemm/10/3/1openalex-snapshot
Affect of Manufactured Insights on Human Misfortune in Choice Making, Sluggishness and Security in Instruction
inferred← citeshttps://doi.org/10.47175/rielsj.v4i4.835openalex-snapshot
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inferred← citeshttps://doi.org/10.51363/unifr.eth.2022.008openalex-snapshot
Smart sovereignty and the security of society 5.0
inferred← citeshttps://doi.org/10.51363/unifr.eth.2023.008openalex-snapshot
Smart sovereignty and the security of society 5.0
inferred← citeshttps://doi.org/10.55056/ceur-ws.org/vol-3790/paper6.pdfopenalex-snapshot
Agent-based method of improving the efficiency of the elearning
inferred← citeshttps://doi.org/10.59890/ijir.v1i9.244openalex-snapshot
Artificial Intelligence (AI) on Learning Process
inferred← citeshttps://doi.org/10.64823/ijcsa.2601012openalex-snapshot
Knowledge Based AI Technologies
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.