Sidney K. D'Mello

Orcid: 0000-0003-0347-2807

Affiliations:
  • University of Colorado Boulder, CO, USA
  • University of Notre Dame, IN, USA (former)


According to our database1, Sidney K. D'Mello authored at least 250 papers between 2004 and 2024.

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Bibliography

2024
Multi-Level Linguistic Alignment in a Dynamic Collaborative Problem-Solving Task.
Cogn. Sci., January, 2024

From learning optimization to learner flourishing: Reimagining AI in Education at the Institute for Student-AI Teaming (iSAT).
AI Mag., 2024

Computational Modeling of Collaborative Discourse to Enable Feedback and Reflection in Middle School Classrooms.
Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

Human-tutor Coaching Technology (HTCT): Automated Discourse Analytics in a Coached Tutoring Model.
Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

2023
Investigating collaborative problem solving skills and outcomes across computer-based tasks.
Comput. Educ., December, 2023

Engagement Detection and Its Applications in Learning: A Tutorial and Selective Review.
Proc. IEEE, October, 2023

Gaze-based predictive models of deep reading comprehension.
User Model. User Adapt. Interact., July, 2023

'Location, Location, Location': An Exploration of Different Workplace Contexts in Remote Teamwork during the COVID-19 Pandemic.
Proc. ACM Hum. Comput. Interact., April, 2023

Multimodal Engagement Analysis From Facial Videos in the Classroom.
IEEE Trans. Affect. Comput., 2023

Affect Detection From Wearables in the "Real" Wild: Fact, Fantasy, or Somewhere In between?
IEEE Intell. Syst., 2023

A Comparative Analysis of Automatic Speech Recognition Errors in Small Group Classroom Discourse.
Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 2023

Recurrence Quantification Analysis of Eye Gaze Dynamics During Team Collaboration.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

Do Associations Between Mind Wandering and Learning from Complex Texts Vary by Assessment Depth and Time?
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

The Community Builder (CoBi): Helping Students to Develop Better Small Group Collaborative Learning Skills.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2023

CPSCoach: The Design and Implementation of Intelligent Collaborative Problem Solving Feedback.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

Getting the Wiggles Out: Movement Between Tasks Predicts Future Mind Wandering During Learning Activities.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

A Multi-theoretic Analysis of Collaborative Discourse: A Step Towards AI-Facilitated Student Collaborations.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

2022
Can Computers Outperform Humans in Detecting User Zone-Outs? Implications for Intelligent Interfaces.
ACM Trans. Comput. Hum. Interact., 2022

Toward Robust Stress Prediction in the Age of Wearables: Modeling Perceived Stress in a Longitudinal Study With Information Workers.
IEEE Trans. Affect. Comput., 2022

Feasibility of Longitudinal Eye-Gaze Tracking in the Workplace.
Proc. ACM Hum. Comput. Interact., 2022

Home-Life and Work Rhythm Diversity in Distributed Teamwork: A Study with Information Workers during the COVID-19 Pandemic.
Proc. ACM Hum. Comput. Interact., 2022

Sleep Patterns and Sleep Alignment in Remote Teams during COVID-19.
Proc. ACM Hum. Comput. Interact., 2022

Designing and Testing Affective Supports in an Educational Game.
Int. J. Game Based Learn., 2022

Flexibility Versus Routineness in Multimodal Health Indicators: A Sensor-based Longitudinal in Situ Study of Information Workers.
ACM Trans. Comput. Heal., 2022

The relationship between collaborative problem solving behaviors and solution outcomes in a game-based learning environment.
Comput. Hum. Behav., 2022

Timing of learning supports in educational games can impact students' outcomes.
Comput. Educ., 2022

What do Students' Interactions with Online Lecture Videos Reveal about their Learning?
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

Heterogeneity of Treatment Effects of a Video Recommendation System for Algebra.
Proceedings of the L@S'22: Ninth ACM Conference on Learning @ Scale, New York City, NY, USA, June 1, 2022

Do Speech-Based Collaboration Analytics Generalize Across Task Contexts?
Proceedings of the LAK 2022: 12th International Learning Analytics and Knowledge Conference, Online Event, USA, March 21, 2022

A novel video recommendation system for algebra: An effectiveness evaluation study.
Proceedings of the LAK 2022: 12th International Learning Analytics and Knowledge Conference, Online Event, USA, March 21, 2022

"Beautiful work, you're rock stars!": Teacher Analytics to Uncover Discourse that Supports or Undermines Student Motivation, Identity, and Belonging in Classrooms.
Proceedings of the LAK 2022: 12th International Learning Analytics and Knowledge Conference, Online Event, USA, March 21, 2022

Assessing Multimodal Dynamics in Multi-Party Collaborative Interactions with Multi-Level Vector Autoregression.
Proceedings of the International Conference on Multimodal Interaction, 2022

Evaluating Calibration-free Webcam-based Eye Tracking for Gaze-based User Modeling.
Proceedings of the International Conference on Multimodal Interaction, 2022

Investigating Temporal Dynamics Underlying Successful Collaborative Problem Solving Behaviors with Multilevel Vector Autoregression.
Proceedings of the 15th International Conference on Educational Data Mining, 2022

Challenges and Feasibility of Automatic Speech Recognition for Modeling Student Collaborative Discourse in Classrooms.
Proceedings of the 15th International Conference on Educational Data Mining, 2022

Going Deep and Far: Gaze-based Models Predict Multiple Depths of Comprehension During and One Week Following Reading.
Proceedings of the 15th International Conference on Educational Data Mining, 2022

Eye to Eye: Gaze Patterns Predict Remote Collaborative Problem Solving Behaviors in Triads.
Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022

2021
Multimodal modeling of collaborative problem-solving facets in triads.
User Model. User Adapt. Interact., 2021

Automatic Detection of Mind Wandering from Video in the Lab and in the Classroom.
IEEE Trans. Affect. Comput., 2021

Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A case study of automated video interviews.
IEEE Signal Process. Mag., 2021

Mind wandering during reading: An interdisciplinary and integrative review of psychological, computing, and intervention research and theory.
Lang. Linguistics Compass, 2021

Eye-Mind reader: an intelligent reading interface that promotes long-term comprehension by detecting and responding to mind wandering.
Hum. Comput. Interact., 2021

Examining Response to Negative Life Events Through Fitness Tracker Data.
Frontiers Digit. Health, 2021

Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being.
IEEE Comput. Intell. Mag., 2021

Getting Really Wild: Challenges and Opportunities of Real-World Multimodal Affect Detection.
Proceedings of the MuSe '21: Proceedings of the 2nd on Multimodal Sentiment Analysis Challenge, 2021

What You Do Predicts How You Do: Prospectively Modeling Student Quiz Performance Using Activity Features in an Online Learning Environment.
Proceedings of the LAK'21: 11th International Learning Analytics and Knowledge Conference, 2021

A Deep Transfer Learning Approach to Modeling Teacher Discourse in the Classroom.
Proceedings of the LAK'21: 11th International Learning Analytics and Knowledge Conference, 2021

Bias and Fairness in Multimodal Machine Learning: A Case Study of Automated Video Interviews.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

Crossed Eyes: Domain Adaptation for Gaze-Based Mind Wandering Models.
Proceedings of the 2021 Symposium on Eye Tracking Research and Applications, 2021

Say What? Automatic Modeling of Collaborative Problem Solving Skills from Student Speech in the Wild.
Proceedings of the 14th International Conference on Educational Data Mining, 2021

Improving Automated Teacher Discourse Classification via Automated Reliability Modeling.
Proceedings of the 14th International Conference on Educational Data Mining, 2021

Designing an Interactive Visualization System for Monitoring Participant Compliance in a Large-Scale, Longitudinal Study.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Breaking out of the Lab: Mitigating Mind Wandering with Gaze-Based Attention-Aware Technology in Classrooms.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Annotating Student Engagement Across Grades 1-12: Associations with Demographics and Expressivity.
Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

2020
Looking for a Deal?: Visual Social Attention during Negotiations via Mixed Media Videoconferencing.
Proc. ACM Hum. Comput. Interact., 2020

What Eye Movements Reveal About Later Comprehension of Long Connected Texts.
Cogn. Sci., 2020

Towards a generalized competency model of collaborative problem solving.
Comput. Educ., 2020

Characterizing Exploratory Behaviors on a Personal Visualization Interface Using Interaction Logs.
Proceedings of the 22nd Eurographics Conference on Visualization, 2020

Painometry: wearable and objective quantification system for acute postoperative pain.
Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

Focused or stuck together: multimodal patterns reveal triads' performance in collaborative problem solving.
Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020

Multimodal, Multiparty Modeling of Collaborative Problem Solving Performance.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Beyond Team Makeup: Diversity in Teams Predicts Valued Outcomes in Computer-Mediated Collaborations.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Toward Automated Feedback on Teacher Discourse to Enhance Teacher Learning.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

MBead: Semi-supervised Multilabel Behaviour Anomaly Detection on Multivariate Temporal Sensory Data.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Automated gaze-based mind wandering detection during computerized learning in classrooms.
User Model. User Adapt. Interact., 2019

I Say, You Say, We Say: Using Spoken Language to Model Socio-Cognitive Processes during Computer-Supported Collaborative Problem Solving.
Proc. ACM Hum. Comput. Interact., 2019

A Multisensor Person-Centered Approach to Understand the Role of Daily Activities in Job Performance with Organizational Personas.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Prediction of Mood Instability with Passive Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Differentiating Higher and Lower Job Performers in the Workplace Using Mobile Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Beyond Dyadic Coordination: Multimodal Behavioral Irregularity in Triads Predicts Facets of Collaborative Problem Solving.
Cogn. Sci., 2019

The productive role of cognitive reappraisal in regulating affect during game-based learning.
Comput. Hum. Behav., 2019

Language as Thought: Using Natural Language Processing to Model Noncognitive Traits that Predict College Success.
Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

Modeling Team-level Multimodal Dynamics during Multiparty Collaboration.
Proceedings of the International Conference on Multimodal Interaction, 2019

Utterance-level Modeling of Indicators of Engaging Classroom Discourse.
Proceedings of the 12th International Conference on Educational Data Mining, 2019

Generalizability of Sensor-Free Affect Detection Models in a Longitudinal Dataset of Tens of Thousands of Students.
Proceedings of the 12th International Conference on Educational Data Mining, 2019

Evaluating Fairness and Generalizability in Models Predicting On-Time Graduation from College Applications.
Proceedings of the 12th International Conference on Educational Data Mining, 2019

Dynamics of Visual Attention in Multiparty Collaborative Problem Solving using Multidimensional Recurrence Quantification Analysis.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Social Media as a Passive Sensor in Longitudinal Studies of Human Behavior and Wellbeing.
Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019


Time to Scale: Generalizable Affect Detection for Tens of Thousands of Students across An Entire School Year.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Investigating the Impact of a Real-time, Multimodal Student Engagement Analytics Technology in Authentic Classrooms.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Reducing Mind-Wandering During Vicarious Learning from an Intelligent Tutoring System.
Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

Towards Dynamic Intelligent Support for Collaborative Problem Solving.
Proceedings of the Approaches and Challenges in Team Tutoring Workshop held in conjunction with the 20th Artificial Intelligence in Education Conference (AIED 2019), 2019


2018
A Message from the Editorial Team and an Introduction to the January-March 2018 Issue.
IEEE Trans. Learn. Technol., 2018

Instructor presence effect: Liking does not always lead to learning.
Comput. Educ., 2018

Prospectively predicting 4-year college graduation from student applications.
Proceedings of the 8th International Conference on Learning Analytics and Knowledge, 2018

Multimodal Modeling of Coordination and Coregulation Patterns in Speech Rate during Triadic Collaborative Problem Solving.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Is Student Frustration in Learning Games More Associated with Game Mechanics or Conceptual Understanding?
Proceedings of the Rethinking learning in the digital age: Making the Learning Sciences count, 2018

Generative Multimodal Models of Nonverbal Synchrony in Close Relationships.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

An Open Vocabulary Approach for Estimating Teacher Use of Authentic Questions in Classroom Discourse.
Proceedings of the 11th International Conference on Educational Data Mining, 2018

Predicting Reading Comprehension From Eye Gaze.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Mind wandering during conversations affects subjective but not objective outcomes.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Connecting the Dots Towards Collaborative AIED: Linking Group Makeup to Process to Learning.
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

"Mind" TS: Testing a Brief Mindfulness Intervention with an Intelligent Tutoring System.
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

Multimodal-multisensor affect detection.
Proceedings of the Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations, 2018

2017
Automated Detection of Engagement Using Video-Based Estimation of Facial Expressions and Heart Rate.
IEEE Trans. Affect. Comput., 2017

ETGraph: A graph-based approach for visual analytics of eye-tracking data.
Comput. Graph., 2017

Enjoyment or involvement? Affective-motivational mediation during learning from a complex computerized simulation.
Comput. Educ., 2017

The Affective Experience of Novice Computer Programmers.
Int. J. Artif. Intell. Educ., 2017

"Out of the Fr-Eye-ing Pan": Towards Gaze-Based Models of Attention during Learning with Technology in the Classroom.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

Put your thinking cap on: detecting cognitive load using EEG during learning.
Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 2017

Words matter: automatic detection of teacher questions in live classroom discourse using linguistics, acoustics, and context.
Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 2017

Generalizability of Face-Based Mind Wandering Detection Across Task Contexts.
Proceedings of the 10th International Conference on Educational Data Mining, 2017

Assessing the Dialogic Properties of Classroom Discourse: Proportion Models for Imbalanced Classes.
Proceedings of the 10th International Conference on Educational Data Mining, 2017

Tracking Online Reading of College Students.
Proceedings of the 10th International Conference on Educational Data Mining, 2017

Gaze-based Detection of Mind Wandering during Lecture Viewing.
Proceedings of the 10th International Conference on Educational Data Mining, 2017

Zone out no more: Mitigating mind wandering during computerized reading.
Proceedings of the 10th International Conference on Educational Data Mining, 2017

What's on your wandering mind? The content of mind wandering during text- and film comprehension.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Face Forward: Detecting Mind Wandering from Video During Narrative Film Comprehension.
Proceedings of the Artificial Intelligence in Education - 18th International Conference, 2017

2016
Automatic gaze-based user-independent detection of mind wandering during computerized reading.
User Model. User Adapt. Interact., 2016

Using Video to Automatically Detect Learner Affect in Computer-Enabled Classrooms.
ACM Trans. Interact. Intell. Syst., 2016

On the Influence of an Iterative Affect Annotation Approach on Inter-Observer and Self-Observer Reliability.
IEEE Trans. Affect. Comput., 2016

Giving Eyesight to the Blind: Towards Attention-Aware AIED.
Int. J. Artif. Intell. Educ., 2016

Where's Your Mind At?: Video-Based Mind Wandering Detection During Film Viewing.
Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Automatic Teacher Modeling from Live Classroom Audio.
Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Identifying Teacher Questions Using Automatic Speech Recognition in Classrooms.
Proceedings of the SIGDIAL 2016 Conference, 2016

Student affect during learning with a MOOC.
Proceedings of the Sixth International Conference on Learning Analytics & Knowledge, 2016

Investigating boredom and engagement during writing using multiple sources of information: the essay, the writer, and keystrokes.
Proceedings of the Sixth International Conference on Learning Analytics & Knowledge, 2016

Detecting Student Emotions in Computer-Enabled Classrooms.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Multi-sensor modeling of teacher instructional segments in live classrooms.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

Automatic Gaze-Based Detection of Mind Wandering during Film Viewing.
Proceedings of the 9th International Conference on Educational Data Mining, 2016

The Eyes Have It: Gaze-based Detection of Mind Wandering during Learning with an Intelligent Tutoring System.
Proceedings of the 9th International Conference on Educational Data Mining, 2016

Student Emotion, Co-occurrence, and Dropout in a MOOC Context.
Proceedings of the 9th International Conference on Educational Data Mining, 2016

Semi-Automatic Detection of Teacher Questions from Human-Transcripts of Audio in Live Classrooms.
Proceedings of the 9th International Conference on Educational Data Mining, 2016

The effect of disfluency on mind wandering during text comprehension.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Mind Wandering during Film Comprehension: The Role of Prior Knowledge and Situational Interest.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Attending to Attention: Detecting and Combating Mind Wandering during Computerized Reading.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015
Introduction to the "Best of ACII 2013" Special Section.
IEEE Trans. Affect. Comput., 2015

Affect detection from non-stationary physiological data using ensemble classifiers.
Evol. Syst., 2015

A Review and Meta-Analysis of Multimodal Affect Detection Systems.
ACM Comput. Surv., 2015

Modeling how incoming knowledge, persistence, affective states, and in-game progress influence student learning from an educational game.
Comput. Educ., 2015

When technologies manipulate our emotions.
Commun. ACM, 2015

Automatic Gaze-Based Detection of Mind Wandering with Metacognitive Awareness.
Proceedings of the User Modeling, Adaptation and Personalization, 2015

Automatic Detection of Learning-Centered Affective States in the Wild.
Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

Multimodal Capture of Teacher-Student Interactions for Automated Dialogic Analysis in Live Classrooms.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Accuracy vs. Availability Heuristic in Multimodal Affect Detection in the Wild.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Automatic Detection of Mind Wandering During Reading Using Gaze and Physiology.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Modeling Classroom Discourse: Do Models of Predicting Dialogic Instruction Properties Generalize across Populations?
Proceedings of the 8th International Conference on Educational Data Mining, 2015

Toward a Real-time (Day) Dreamcatcher: Detecting Mind Wandering Episodes During Online Reading.
Proceedings of the 8th International Conference on Educational Data Mining, 2015

A Comparison of Face-based and Interaction-based Affect Detectors in Physics Playground.
Proceedings of the 8th International Conference on Educational Data Mining, 2015

Breaking Off Engagement: Readers' Cognitive Decoupling as a Function of Reader and Text Characteristics.
Proceedings of the 8th International Conference on Educational Data Mining, 2015

Video-Based Affect Detection in Noninteractive Learning Environments.
Proceedings of the 8th International Conference on Educational Data Mining, 2015

Classifying Q&A from Teachers' Speech: Moving Toward an Automated System of Dialogic Analysis.
Proceedings of the 8th International Conference on Educational Data Mining, 2015

Mind Wandering During Learning with an Intelligent Tutoring System.
Proceedings of the Artificial Intelligence in Education - 17th International Conference, 2015

Temporal Generalizability of Face-Based Affect Detection in Noisy Classroom Environments.
Proceedings of the Artificial Intelligence in Education - 17th International Conference, 2015

A Study of Automatic Speech Recognition in Noisy Classroom Environments for Automated Dialog Analysis.
Proceedings of the Artificial Intelligence in Education - 17th International Conference, 2015

2014
LIDA: A Systems-level Architecture for Cognition, Emotion, and Learning.
IEEE Trans. Auton. Ment. Dev., 2014

Network analysis improves interpretation of affective physiological data†.
J. Complex Networks, 2014

Evaluation of a Personalized Method for Proactive Mind Wandering Reduction.
Proceedings of the Posters, 2014

Toward Fully Automated Person-Independent Detection of Mind Wandering.
Proceedings of the User Modeling, Adaptation, and Personalization, 2014

To Quit or Not to Quit: Predicting Future Behavioral Disengagement from Reading Patterns.
Proceedings of the Intelligent Tutoring Systems - 12th International Conference, 2014

Identifying Learning Conditions that Minimize Mind Wandering by Modeling Individual Attributes.
Proceedings of the Intelligent Tutoring Systems - 12th International Conference, 2014

It Takes Two: Momentary Co-occurrence of Affective States during Computerized Learning.
Proceedings of the Intelligent Tutoring Systems - 12th International Conference, 2014

It's Written on Your Face: Detecting Affective States from Facial Expressions while Learning Computer Programming.
Proceedings of the Intelligent Tutoring Systems - 12th International Conference, 2014

Automated Physiological-Based Detection of Mind Wandering during Learning.
Proceedings of the Intelligent Tutoring Systems - 12th International Conference, 2014

Improving automated source code summarization via an eye-tracking study of programmers.
Proceedings of the 36th International Conference on Software Engineering, 2014

Special Track on Affective Computing.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

Emotional Rollercoasters: Day Differences in Affect Incidence during Learning.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

Domain Independent Assessment of Dialogic Properties of Classroom Discourse.
Proceedings of the 7th International Conference on Educational Data Mining, 2014

Automatic assessment of student reading comprehension from short summaries.
Proceedings of the 7th International Conference on Educational Data Mining, 2014

Gesturing May Not Always Make Learning Last.
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013
Unimodal and Multimodal Human Perceptionof Naturalistic Non-Basic Affective Statesduring Human-Computer Interactions.
IEEE Trans. Affect. Comput., 2013

Individual Differences in Multitasking Ability and Adaptability.
Hum. Factors, 2013

Recent Advances in Conversational Intelligent Tutoring Systems.
AI Mag., 2013

Knowledge Elicitation Methods for Affect Modelling in Education.
Int. J. Artif. Intell. Educ., 2013

Inducing and Tracking Confusion with Contradictions during Complex Learning.
Int. J. Artif. Intell. Educ., 2013

Detecting boredom and engagement during writing with keystroke analysis, task appraisals, and stable traits.
Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

Affect Detection and Classification from the Non-stationary Physiological Data.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Emotions During Writing about Socially-Charged Issues: Effects of the (Mis)Alignment of Personal Positions with Instructed Positions.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

Added Teacher-Created Motiational Video to an ITS.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

Reading into the Text: Investigating the Influence of Text Complexity on Cognitive Engagement.
Proceedings of the 6th International Conference on Educational Data Mining, 2013

Automatic Gaze-Based Detection of Mind Wandering during Reading.
Proceedings of the 6th International Conference on Educational Data Mining, 2013

Beyond the basic emotions: what should affective computing compute?
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

What Makes Learning Fun? Exploring the Influence of Choice and Difficulty on Mind Wandering and Engagement during Learning.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

Sorry, I Must Have Zoned Out: Tracking Mind Wandering Episodes in an Interactive Learning Environment.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

Who Benefits from Confusion Induction during Learning? An Individual Differences Cluster Analysis.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

What Emotions Do Novices Experience during Their First Computer Programming Learning Session?
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

Sequential Patterns of Affective States of Novice Programmers.
Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013, 2013

Programming with Your Heart on Your Sleeve: Analyzing the Affective States of Computer Programming Students.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

Towards Automated Detection and Regulation of Affective States During Academic Writing.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

2012
Language and Discourse Are Powerful Signals of Student Emotions during Tutoring.
IEEE Trans. Learn. Technol., 2012

AutoTutor and affective autotutor: Learning by talking with cognitively and emotionally intelligent computers that talk back.
ACM Trans. Interact. Intell. Syst., 2012

Detecting Naturalistic Expressions of Nonbasic Affect Using Physiological Signals.
IEEE Trans. Affect. Comput., 2012

The World Within Wikipedia: An Ecology of Mind.
Inf., 2012

Gaze tutor: A gaze-reactive intelligent tutoring system.
Int. J. Hum. Comput. Stud., 2012

Confusion and complex learning during interactions with computer learning environments.
Internet High. Educ., 2012

Frontiers of Affect-Aware Learning Technologies.
IEEE Intell. Syst., 2012

How Do Learners Regulate Their Emotions?
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012

Exploring Relationships between Learners' Affective States, Metacognitive Processes, and Learning Outcomes.
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012

Guru: A Computer Tutor That Models Expert Human Tutors.
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012

Emotions during Writing on Topics That Align or Misalign with Personal Beliefs.
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012

Automatic Evaluation of Learner Self-Explanations and Erroneous Responses for Dialogue-Based ITSs.
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012

Interventions to Regulate Confusion during Learning.
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012

How Do They Do It? Investigating Dialogue Moves within Dialogue Modes in Expert Human Tutoring.
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012

Consistent but modest: a meta-analysis on unimodal and multimodal affect detection accuracies from 30 studies.
Proceedings of the International Conference on Multimodal Interaction, 2012

Interactive Concept Maps and Learning Outcomes in Guru.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012

Malleability of Students' Perceptions of an Affect-Sensitive Tutor and Its Influence on Learning.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012

2011
Student Speech Act Classification Using Machine Learning.
Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

Special Track on Affective Computing.
Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

Patterns of Word Usage in Expert Tutoring Sessions: Verbosity versus Quality.
Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

Strategy Shifting in a Procedural-Motor Drawing Task.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

Dynamical Emotions: Bodily Dynamics of Affect during Problem Solving.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

Training Emotion Regulation Strategies During Computerized Learning: A Method for Improving Learner Self-Regulation.
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011

Emotion Regulation during Learning.
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011

Inducing and Tracking Confusion with Contradictions during Critical Thinking and Scientific Reasoning.
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011

Affect Detection from Multichannel Physiology during Learning Sessions with AutoTutor.
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011

Does Topic Matter? Topic Influences on Linguistic and Rubric-Based Evaluation of Writing.
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011

Affective Modeling from Multichannel Physiology: Analysis of Day Differences.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

2010
Multimodal semi-automated affect detection from conversational cues, gross body language, and facial features.
User Model. User Adapt. Interact., 2010

Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications.
IEEE Trans. Affect. Comput., 2010

Better to be frustrated than bored: The incidence, persistence, and impact of learners' cognitive-affective states during interactions with three different computer-based learning environments.
Int. J. Hum. Comput. Stud., 2010

Toward Spoken Human-Computer Tutorial Dialogues.
Hum. Comput. Interact., 2010

Monitoring Affect States During Effortful Problem Solving Activities.
Int. J. Artif. Intell. Educ., 2010

Predicting Student Knowledge Level from Domain-Independent Function and Content Words.
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010

The Impact of System Feedback on Learners' Affective and Physiological States.
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010

A DIY Pressure Sensitive Chair for Intelligent Tutoring Systems.
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010

The Intricate Dance between Cognition and Emotion during Expert Tutoring.
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010

A Time for Emoting: When Affect-Sensitivity Is and Isn't Effective at Promoting Deep Learning.
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010

Collaborative Lecturing by Human and Computer Tutors.
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010

Expert Tutors Feedback Is Immediate, Direct, and Discriminating.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

Mining Bodily Patterns of Affective Experience during Learning.
Proceedings of the Educational Data Mining 2010, 2010

2009
Multimethod assessment of affective experience and expression during deep learning.
Int. J. Learn. Technol., 2009

Automatic Detection of Learner's Affect from Gross Body Language.
Appl. Artif. Intell., 2009

Responding to Learners' Cognitive-Affective States with Supportive and Shakeup Dialogues.
Proceedings of the Human-Computer Interaction. Ambient, 2009

The Relationship Between Modality and Metacognition While Interacting with AutoTutor.
Proceedings of the Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling, 2009

Antecedent-Consequent Relationships and Cyclical Patterns between Affective States and Problem Solving Outcomes.
Proceedings of the Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling, 2009

Cohesion Relationships in Tutorial Dialogue as Predictors of Affective States.
Proceedings of the Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling, 2009

2008
Automatic detection of learner's affect from conversational cues.
User Model. User Adapt. Interact., 2008

Impact of Position and Orientation of RFID Tags on Real Time Asset Tracking in a Supply Chain.
J. Theor. Appl. Electron. Commer. Res., 2008

The Dynamics of Self-regulatory Processes within Self-and Externally Regulated Learning Episodes During Complex Science Learning with Hypermedia.
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008

Comparing Learners' Affect While Using an Intelligent Tutoring System and a Simulation Problem Solving Game.
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008

What Are You Feeling? Investigating Student Affective States During Expert Human Tutoring Sessions.
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008

Self Versus Teacher Judgments of Learner Emotions During a Tutoring Session with AutoTutor.
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008

Dialogue Modes in Expert Tutoring.
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008

2007
Toward an Affect-Sensitive AutoTutor.
IEEE Intell. Syst., 2007

The effects of speech recognition errors on learner<sup>2</sup>s contributions, knowledge, emotions, and interaction experience.
Proceedings of the Workshop on Speech and Language Technology in Education, 2007

Emotions and Learning with AutoTutor.
Proceedings of the Artificial Intelligence in Education, 2007

Mind and Body: Dialogue and Posture for Affect Detection in Learning Environments.
Proceedings of the Artificial Intelligence in Education, 2007

Modeling and Scaffolding Affective Experiences to Impact Learning.
Proceedings of the Artificial Intelligence in Education, 2007

LIDA: A Computational Model of Global Workspace Theory and Developmental Learning.
Proceedings of the AI and Consciousness: Theoretical Foundations and Current Approaches, 2007

Exploring the Complex Interplay between AI and Consciousness.
Proceedings of the AI and Consciousness: Theoretical Foundations and Current Approaches, 2007

2006
Predicting Affective States expressed through an Emote-Aloud Procedure from AutoTutor's Mixed-Initiative Dialogue.
Int. J. Artif. Intell. Educ., 2006

Cognitively Inspired Anticipatory Adaptation and Associated Learning Mechanisms for Autonomous Agents.
Proceedings of the Anticipatory Behavior in Adaptive Learning Systems, 2006

MIKI: A Speech Enabled Intelligent Kiosk.
Proceedings of the Intelligent Virtual Agents, 6th International Conference, 2006

Affect Detection from Human-Computer Dialogue with an Intelligent Tutoring System.
Proceedings of the Intelligent Virtual Agents, 6th International Conference, 2006

A Cognitive Science Based Machine Learning Architecture.
Proceedings of the Between a Rock and a Hard Place: Cognitive Science Principles Meet AI-Hard Problems, 2006

2005
A mechanism for human - robot interaction through informal voice commands.
Proceedings of the IEEE International Workshop on Robot and Human Interactive Communication, 2005

Understanding without formality: augmenting speech recognition to understand informal verbal commands.
Proceedings of the 43nd Annual Southeast Regional Conference, 2005

2004
Modified sparse distributed memory as transient episodic memory for cognitive software agents.
Proceedings of the IEEE International Conference on Systems, 2004


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