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Bibliographies - Adaptive Training & Education Research

143

2018_09_DHSS Workshop_A Hybrid Machine Learning Approach to Automated Scenario Generation (ASG) to Support Adaptive Instruction in Virtual Simulations and Games

10

2018_08_20th Congress of the International Ergonomics Association_Adaptive Instruction to Enhance Learning in Non-Adaptive Virtual Training Environments

0

2018_07_HCII Augmented Cognition Conference_Community Models to Enhance Adaptive Instruction

86

2018_06_AIED Conference_AIS Workshop_Brawner & Sottilare

5

2018-06_AIED_Real-Time Communications in an Intelligent Team Tutoring System Experiment

6

2018_06_AIED Conference_Sinatra_DeFalco_Sottilare

4

2018_06_Learning @ Scale Conference_Towards Adapting to Learners at Scale: Integrating MOOC and Intelligent Tutoring Frameworks

6

2018_06_ITS Conference_AIS Standards Workshop_Exploring the Opportunities and Benefits of Standards for Adaptive Instructional Systems (AISs)

4

2018_06_ITS Conference_AIS Standards Workshop_Component Interaction within the Generalized Intelligent Framework for Tutoring (GIFT) as a Model for Adaptive Instructional System Standards

4

2018_06_ITS Conference_AIS Standards Workshop Proceedings

168

2018_04_A Comprehensive Review of Design Goals and Emerging Solutions for Adaptive Instructional Systems_TICL Journal

152

2018_03_Proceedings of the First AIS Standards Workshop

9

2017_09_Special Issue of the International Journal of Artificial Intelligence in Education (IJAIED)

1545

NATO HFM 237 Final Report: Assessment of Intelligent Tutoring Systems Technologies and Opportunities

513

Design Recommendations for Intelligent Tutoring Systems: Volume 1 - Learner Modeling

2490

Design Recommendations for Intelligent Tutoring Systems: Volume 2 - Instructional Management

1384

Design Recommendations for Intelligent Tutoring Systems: Volume 3 - Authoring Tools and Expert Modeling Techniques

958

Design Recommendations for Intelligent Tutoring Systems: Volume 4 - Domain Modeling

2576

Design Recommendations for Intelligent Tutoring Systems: Volume 5 - Assessment Methods

1818

Design Recommendations for Intelligent Tutoring Systems: Volume 6 - Team Tutoring

421

2018_05_Proceedings of the Sixth Annual GIFT Users Symposium

4254

2017_05_Proceedings of the Fifth Annual GIFT Users Symposium

13785

2016_07_Proceedings of the Fourth Annual GIFT Users Symposium

1437

2015_06_Proceedings of the Third Annual GIFT Users Symposium

660

2014_06_Proceedings of the Second Annual GIFT Users Symposium

672

2013_06_Proceedings of the First GIFT Users Symposium

824

2017_Examining motivational feedback for sensor-free detected frustration within game-based learning

126

2017_09_DHSS_ADAPTIVE INSTRUCTIONAL METHODS TO ACCELERATE LEARNING AND ENHANCE LEARNING CAPACITY

353

2017_09_DHSS_TASK ALLOCATION AND AUTOMATION LEVEL IN THE DESIGN OF INTELLIGENT TUTORING SYSTEM AUTHORING TOOLS

117

2017_08_Motivation and research in architectural intelligent tutoring

335

2017_07_HCII_A Cognitive Modeling Approach – Does Tactical Breathing in a Psychomotor Task Influence Skill Development during Adaptive Instruction?

188

2017_07_HCII_Defining Complexity in the Authoring Process for Adaptive Instruction

218

2017_07_HCII_Recommendations for use of Adaptive Tutoring Systems in the Classroom and in Educational Research

201

2017_06_AIED Conference Paper_Affect Dynamics in Military Trainees using vMedic

140

2017_06_GIFT Cloud Quick Start Guide (Revision 1)

703

2017_06_Designing Adaptive Instruction for Teams: a Meta-Analysis_IJAIED

411

2017_06_Shared Mental Models in Support of Adaptive Instruction for Teams Using the GIFT Tutoring Architecture_IJAIED

276

2017_04_Enhancing the Experience Application Program Interface (xAPI) to Improve Domain Competency Modeling for Adaptive Instruction

343

2017_04_Challenges in Adaptive Instructional Systems_AERA Conference_San Antonio

152

2016_10_Adaptive instruction for medical training in the psychomotor domain

67

2016_09_GIFT Cloud: Improving Usability of Adaptive Tutor Authoring Tools within a Web-based Application (HFES 2016)

230

2016_03_GIFT Cloud / Virtual Open Campus Quick-Start Guide

1140

2015_06 Computers in Human Behavior Article "Feedback source modality effects on training outcomes in a serious game: Pedagogical agents make a difference"

515

2015_12_I/ITSEC - Extending Intelligent Tutoring Beyond the Desktop to the Psychomotor Domain: A survey of smart glass technologies

330

2015_12_A Review of Adaptive Training Research at ARL

288

2015_12_I/ITSEC - Using Augmented Reality to Tutor Military Tasks in the Wild

1058

2015_12_I/ITSEC_Antecedents of Adaptive Collaborative Learning Environments

385

2015_12_I/ITSEC_Work Domain Analysis for Ecological Interface Design of Tangible Interfaces

348

2015_12_I/ITSEC_Development and Evaluation of Mobile Adaptive Training Technologies

466

2015_12_I/ITSEC_Adapting Gunnery Training Using the Experience API

375

2015_11_Modelling a learner's affective state in real time to improve intelligent tutoring effectiveness

446

2015_10_Individual Learner and Team Modeling for Adaptive Training and Education in Support of the US Army Learning Model: Research Outline

398

2015_10_Authoring Tools and Methods for Adaptive Training and Education in Support of the US Army Learning Model: Research Outline

435

2015_09_Effectiveness Evaluation Tools and Methods for Adaptive Training and Education in Support of the US Army Learning Model: Research Outline

448

2015_09_DHSS_Considerations for learner modeling in a domain-independent intelligent tutoring system framework

210

2015_09_DHSS_Domain Modeling in Support of Adaptive Instructional Decisions in the Generalized Intelligent Framework for Tutoring

173

2015_09_DHSS_Architectural Research in Intelligent Tutoring Technologies

357

2015_09_DHSS_Dimensions of Instructional Management Research in Support of the Generalized Intelligent Framework for Tutoring (GIFT)

153

2015_08_HCII_Modeling Shared States for Adaptive Instruction

251

2015_08_HCII_Augmented Cognition on the Run: Considerations for the Design and Authoring of Mobile Tutoring Systems

246

2015_08_HCII_A Personalized GIFT: Recommendations for Authoring Personalization in the Generalized Intelligent Framework for Tutoring

348

2015_08_HCII_Authoring Tools for Adaptive Training – An Overview of System Types and Taxonomy for Classification

304

2015_08_HCII_Augmenting Instructional Practice in GIFT Using the Engine for Management of Adaptive Pedagogy (EMAP)

177

2015_08_HCII_Designing Representations and Support for Metacognition in the Generalized Intelligent Framework for Tutoring

266

2015_08_HCII_Opportunities and Risks for Game-inspired Design of Adaptive Instructional Systems

313

2015_07_Domain Modeling for Adaptive Training and Education in Support of the US Army Learning Model—Research Outline

312

2015_06_EDM - Sensor-Free or Sensor-Full: A Comparison of Data Modalities in Multi-Channel Affect Detection

291

2015_03_Fundamentals of Adaptive Intelligent Tutoring Systems for Self-Regulated Learning - ARL Special Report

368

2014_12_An Evaluation of the Generalized Intelligent Framework for Tutoring (GIFT) from a Researcher’s or Analyst’s Perspective - ARL Special Report

275

2014_12_An Evaluation of the Generalized Intelligent Framework for Tutoring (GIFT) from an Author’s Perspective - ARL Special Report

265

2014_12_An Evaluation of the Generalized Intelligent Framework for Tutoring (GIFT) from a Learner’s Perspective - ARL Special Report

261

2014_12_Adaptive Tutoring for Self-Regulated Learning: A Tutorial on Tutoring Systems - ARL Special Report

655

2014_06_ICLS_Workshop “Metacognition and Self-Regulated Learning: Preparing Individuals through Learning How to Learn”

233

2014_06_HCII_Using Learner Data to Influence Performance during Adaptive Tutoring Experiences

327

2014_06_HCII_Research to Practice: Adaptive Technologies and Approaches to Performance Improvement

300

2014_01_Chapter 6 – The Application of Intelligent Agents in Embedded Virtual Simulations

251

2013_12_I/ITSEC_Characterizing an adaptive tutoring learning effect chain for individual and team tutoring

471

2013_10_Aug Cog Newsletter_The Generalized Intelligent Framework for Tutoring (GIFT)

162

2015_10_HFES - Feedback Source Modality Effects in Game-Based Training: A Trade-Off Analysis

447

2013_07_ Principles of Learning and Instructional Strategies

213

2015_10_Instructional Management for Adaptive Training and Education in Support of the US Army Learning Model–Research Outline

427

2015_06_AIED Workshop "Developing a Generalized Intelligent Framework for Tutoring (GIFT): Informing Design through a Community of Practice" Proceedings

280

2014_12_I/ITSEC - Developing Models of Expert Performance for Support in an Adaptive Marksmanship Trainer

441

2014_10_HFES - The Generalized Intelligent Framework for Tutoring (GIFT) as a Tool for Human Factors Professionals

254

2014_06_ICLS - Enhancing Self-Regulated Learning through Metacognitively-Aware Intelligent Tutoring Systems

232

2014_06_ITS Workshop "Pedagogy that Makes a Difference" Proceedings

352

2014_05_FLAIRS - Steps Towards Adaptive Psychomotor Instruction

246

2014_06_ARL Technical Report: The Impact of Need for Cognition and Self-Reference on Tutoring a Deductive Reasoning Skill

359

2012_Journal of Cognitive Technology - Designing Adaptive Computer-Based Tutoring Systems to Accelerate Learning and Facilitate Retention

525

2014_ITS - Authoring Tools Workshop Presentations

3173

2013_12_I/ITSEC - Creating an Advanced Pedagogical Model to Improve Intelligent Tutoring Technologies

308

2013_12_Adaptive Tutoring Research Outline - ARL Special Report

812

2012_12_I/ITSEC - A Modular Framework to Support the Authoring and Assessment of Adaptive Computer-Based Tutoring Systems (CBTS)

732

2012_12_I/ITSEC - Recommendations for Modern Tools to Author Tutoring Systems

477

2012_12_I/ITSEC - Use of Evidence-based Strategies to Enhance the Extensibility of Adaptive Tutoring Technologies

936

2012_12_I/ITSEC - Effective Learner Modeling for Computer-Based Tutoring of Cognitive and Affective Tasks

877

2012_10_HFES - Efficacy of Measuring Engagement during Computer-Based Training with Low-Cost EEG Sensor Outputs

847

2012_10_GIFT Overview

1949

2012_04_Journal of Educational Technology - Passively Classifying Student Mood and Performance within Intelligent Tutors

322

2012_09_DHSS - Considerations in the Development of an Ontology for a Generalized Intelligent Framework for Tutoring

605

2012_09_DHSS - Adaptive Game-Based Tutoring: Mechanisms for Real-Time Feedback and Adaptation

519

2012_07_AHFE - Cognitive and Affective Modeling in Intelligent Virtual Humans for Training and Tutoring Applications

527

2012_06_ITS - Semi-Supervised Classification of Realtime Physiological Sensor Datastreams for Student Affect Assessment in Intelligent Tutoring

446

2012_06_ITS - The Interaction Behavior of Agents’ Emotional Support and Competency on Learner Outcomes and Perceptions

594

2012_06_ITS - Real-Time Monitoring of ECG and GSR Signals during Computer-Based Training

616

2012_05_FDG - Automated Scenario Generation: Toward Tailored and Optimized Military Training in Virtual Environments

631

2011_12_I/ITSEC - Enhancing Performance through Pedagogy and Feedback: Domain Considerations for ITSs

506

2011_12_I/ITSEC - Challenges and Emerging Concepts in the Development of Adaptive, Computer-based Tutoring Systems for Team Training

742

2011_12_I/ITSEC_Understanding the Impact of Intelligent Tutoring Agents on Real-Time Training Simulations

632

2011_12_I/ITSEC - Understanding the Impact of Intelligent Tutoring Agents on Real-Time Training Simulations

219

2011_10_ACII - Predicting Learner Engagement during Well-defined and Ill-defined Computer-Based Intercultural Interactions

920

2011_09_DHSS - Realtime Clustering Of Unlabelled Sensory Data For Trainee State Assessment

298

2011_09_DHSS - Research Gaps For Adaptive And Predictive Computer-Based Tutoring Systems

300

2011_09_DHSS - The Impact Of Student Expectations And Tutor Acceptance On Computer-Based Learning Environment Acceptance And Future Usage Intentions

308

2011_06_AIED - Considerations for adaptive tutoring within serious games: authoring cognitive models and game interfaces

357

2011_05_ITEC - Human Interaction in Embedded Virtual Simulations

354

2011_12_I/ITSEC_Modeling trainee affective and cognitive state using low cost sensors

233

2009_10_NATO HFM Workshop - Making a Case for Machine Perception of Trainee Affect to Aid Learning and Performance in Embedded Virtual Simulations

383

2009_Using Student Mood and Task Performance to Train Classifier Algorithms to Select Effective Coaching Strategies within Intelligent Tutoring Systems

6