“Learning Engineering” Making its Way in the World
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(ELE CoE) overview presentation
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2020 EDUCAUSE Horizon Report — Teaching and Learning Edition
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2020 EDUCAUSE Horizon Report: Elevation of Instructional Design, Learning Engineering, and UX Design
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7 Things to Know about Learning Engineering
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A Brief Introduction to Evidence-Centered Design
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A Learning Engineering Model for Learner-Centered Adaptive Systems
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A Practical Guide to Cognitive Task Analysis
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A Practical Guide to Using Open Tools for Well-Defined Competencies — Learning Engineering of Multi-Platform, Multi-Domain, Mission-Ready Skills Definitions
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A Taxonomy for Learning, Teaching, and Assessing: A Revision of Bloom's Taxonomy of Educational Objectives
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A Transformation to Learning Engineering: Bror Saxberg, 2018 Simon Initiative Distinguished Lecture, CMU
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Aaron Kessler
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Abby Bregman
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Adesola Ogundimu
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Advanced Distributed Learning Initiative (ADL)
T10 · T16 · adjacent · icicle
Advancing Expertise Development Through Adaptive Human-AI Training
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Advancing Workforce Learning through Learning Engineering
T10 · T16 · expert-conversation · icicle
AECT Learner Engagement Activated — Jim Goodell episode
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AECT Learning Engagement Activated: Jim Goodell on Learning Engineering
T00 · T16 · icicle · draft
AETC Developing Enterprise Learning Engineering Center of Excellence
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AIED: From Cognitive Simulations to Learning Engineering, with Humans in the Middle
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Air Education and Training Command (AETC) Enterprise Learning Engineering Center of Excellence Fact Sheet
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Air Force Enterprise Learning Engineering Center of Excellence
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Air Force Enterprise Learning Engineering Center of Excellence (ELE CoE) overview
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Air Force Enterprise Learning Engineering Center of Excellence (ELE CoE) overview Video
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Airman Development Command Enterprise Learning Engineering Center of Excellence
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Algorithmic Fairness in Education
T14 · T07 · T04 · seed-data
All Rise the Learning Engineers
T00 · expert-conversation · icicle
Amy Parent
T16 · icicle
Applying Human-Centered Learning Engineering Methods to Learning
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Applying Learning Engineering in a Global Context
T13 · T16 · expert-conversation · icicle
Applying Learning Engineering in Mission-Critical Environments
T13 · T10 · expert-conversation · icicle
Applying Learning Engineering Process to Existing Military Training Programs: F-35 Demonstration
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Are You Doing Learning Engineering—Or Instructional Design?
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Arizona State University
T16 · icicle
Artificial Intelligence and the Future of Teaching and Learning
T14 · T07 · seed-data
ASU LE Research Network 2026 Convening
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ASU Learning Engineering Institute & Graduate Certificate
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ASU Learning Engineering Institute website
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Baptiste Moreau-Pernet
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Bedriye Akson
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Better Faster Learning
T00 · T03 · T10 · journalism · lebok-wiki
Beyond Benchmarks: Responsible AI in Education Needs Learning Sciences
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Breakthrough Leadership in the Digital Age: Using Learning Science to Reboot Schooling
T00 · T12 · T13 · leadership · lebok-wiki
Bridging learning research and teaching practice for the public good: The learning engineer
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Bringing Learning Engineering Into Online Education
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Build a Learning Data Dream Team (Torrance, Lin, Goodell, 2024)
T04 · T03 · T00 · icicle · draft
But How Do You Know They Learned That?
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Caliper Analytics
T04 · T11 · T16 · adjacent · standards · icicle
Capturing Elusive Technology: Designing a Course on AI for Learning and Development Practitioners
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Carnegie Mellon Open Learning Initiative & Simon Initiative
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Carnegie Mellon University
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Carnegie Mellon University Open Learning Institute‘s Simon Approach to Learning Engineering
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Changing the Production Function in Higher Education
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CMU Learn Lab Learning Science and Engineering Seminar Series
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CMU Simon Initiative Learning Engineering Community
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Cold Rolled Steel and Knowledge: What Can Higher Education Learn About Productivity?
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Competency-Based Education: A Framework for Measuring Quality
T05 · T12 · seed-data
Crazy Idea: What If We Use Engineering to Develop and Deliver Engineering Education?
T10 · T16 · expert-conversation · icicle
Crucible Cyber Platform Brochure
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CTAT — Cognitive Tutor Authoring Tools
T05 · T06 · T09 · seed-data
Cultural Dimensions in Learning Engineering: Redesigning Courses for Industrial Training Institutes
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Dartmouth College
T16 · icicle
Data Use Across the Learning Engineering Process
T04 · T03 · T15 · icicle · draft
Data-Informed Course Improvement: The Application of Learning Engineering in the Classroom
T04 · T03 · icicle
DataShop / LearnSphere
T05 · T04 · T06 · seed-data
Define “Learning Engineering” with the TRAP Framework
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Design Experiments in Educational Research
T17 · T03 · seed-data
Design-Based Research: An Emerging Paradigm for Educational Inquiry
T17 · T03 · T15 · seed-data
Designing a Student Progress Panel for Formative Practice: A Learning Engineering Process
T03 · T04 · T06 · icicle
Designing for Transfer: Developing a Skill-Based Simulation Using Learning Engineering Design Frameworks
T08 · T10 · icicle
Developing an Ontology for Learning Engineering
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Discover the World of Learning Engineering in Post-Secondary Contexts
T11 · T06 · expert-conversation · icicle
DJ Jaeger
T16 · icicle
Emily Marasco
T16 · icicle
Engaging in Student-Centered Educational Data Science Through Learning Engineering
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Engineering Learning at Kaplan University
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Eric Ultes
T16 · icicle
Erin Czerwinski
T16 · icicle
Examples of Roles and Areas of Expertise on a LE Team
T00 · T16 · icicle
Exploring Learning Engineering Design Decision Tracking: Emergent Themes from Practitioners’ Work
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Fishbone Cause-and-Effect Analysis Template
T03 · T09 · icicle · draft
Five Whys Root-Cause Analysis Template
T03 · T09 · icicle · draft
Forging Effective Learning with Bror Saxberg
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From Designer to Engineer: New Roles for Learning Professionals
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From the science of learning (and development) to learning engineering
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Full video from above: Introduction to Learning Engineering
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Gary Klein
T09 · T02 · seed-data
Generalizable Learning Engineering Adoption Maturity Model
T16 · T03 · T15 · iitsec · lebok-wiki
Generalizable Learning Engineering Adoption Maturity Model
T16 · T03 · T15 · iitsec · lebok-wiki
GIFT — Generalized Intelligent Framework for Tutoring
T06 · T11 · icicle
High-Leverage Opportunities for Learning Engineering
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How Cisco Networking Academy’s Learning Engineering team creates a pathway to new skills
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How Duolingo’s AI Learns What You Need to Learn
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How to Bring Learning Engineering Principles to Your Classroom: Interview with Steve Ritter
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How to Improve EdTech Engagement Using Learning Engineering Principles: Case Study of an Educational Game
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How Video Games Can Train You for a Job: Lessons from Learning Engineering Research and Duolingo's Success
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Human-Computer Interaction Institute — CMU
T16 · icicle
I/ITSEC — Interservice/Industry Training, Simulation & Education Conference
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ICICLE 2024 Conference Proceedings
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ICICLE Conference on Learning Engineering 2019
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ICICLE Conference on Learning Engineering 2022
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ICICLE Conference on Learning Engineering 2023
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ICICLE Conference on Learning Engineering 2024
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ICICLE: A Consortium for Learning Engineering
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ICICLE's five-phase learning engineering process
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IEEE ICICLE
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IEEE ICICLE
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IEEE ICICLE SIGs & MIGs
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IEEE Learning Engineering Podcast
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IEEE Learning Technology Standards Committee (LTSC)
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iFEST Industry Keynote, Bror Saxberg: Learning Engineering: The Art of Applying Learning Science at Scale
Implementing Learning in Military Environments: An Operational & Tactical Perspective
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Indiana University
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Indiana University Luddy — ISE & human-centered computing
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Instructional designer or learning engineer? it depends on how you brush your teeth
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Instructional designer or learning engineer? What two practitioners actually wrote in 2019.
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Integrating Adaptive Interventions into Learning Engineering Workflows
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International Society for the Learning Sciences (ISLS)
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Intro: What is Learning Engineering?
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Introduction to Learning Engineering Webinar Series
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ISLS Annual Meeting
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James Diamond
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Jason Virtue
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JHU MEd in Learning Design and Technology
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Jim Goodell
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Jodi Lis
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John Costa
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John Ellis
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Johns Hopkins University
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Journal of the Learning Sciences
T17 · T01 · T03 · seed-data
LE Toolkit — Introduction (open access chapter)
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LE Toolkit — Learning Engineering Applies the Learning Sciences (open access chapter)
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LE Toolkit — Learning Engineering is a Process (open access chapter)
T03 · icicle
Learning Analytics in Education
T04 · T17 · T11 · analytics · lebok-wiki
Learning Design Principles Toolkit (McEldoon)
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Learning Engineering Adjacent Academic Programs Directory
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Learning Engineering as an Ethical Framework
T14 · T15 · T07 · ethics · lebok-wiki
Learning Engineering at a Glance (Army Press, 2023)
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Learning Engineering at a Glance (Based on the iFEST Poster, Winner of Best Poster Design)
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Learning Engineering at a Glance (iFEST 2022 Best Poster)
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Learning Engineering Competency-Based Experiential Learning within Institutional Military Education
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Learning Engineering Enlightenment: Think Like an Engineer
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Learning Engineering Evidence Decision Tracker
T15 · T03 · T04 · icicle · draft
Learning Engineering Fellowship (CMU OLI)
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Learning Engineering Fellowship Program: A Case Study in Data-Driven Curriculum Design
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Learning Engineering for Online Education: Theoretical Contexts and Design-Based Examples
T00 · T03 · T11 · T04 · lebok-wiki
Learning Engineering Implementation Checklist
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Learning Engineering in Practice: A Case Study on Developing LLM-Based Educational Tools
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Learning Engineering in the Age of AI — Kumar Garg
T07 · T15 · expert-conversation · ai · icicle
Learning Engineering Is a Team Sport (ICICLE, 2024)
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Learning Engineering Is Learning About Learning. We Need That Now More Than Ever
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Learning Engineering Perspectives for Educational Systems (Craig et al., 2023)
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Learning Engineering Perspectives for Supporting Educational Systems
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Learning Engineering Series, EdSurge
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Learning Engineering Team Roles and Expertise Guide
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Learning Engineering Toolkit: Evidence-Based Practices from the Learning Sciences, Instructional Design, and Beyond
T03 · T00 · T04 · T12 · lebok-wiki
Learning Engineering Toolkit: Evidence-Based Practices from the Learning Sciences, Instructional Design, and Beyond
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Learning Engineering Virtual Institute (LEVI)
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Learning Engineering Virtual Training Systems with Learning Science, Data Standards and a Capabilities Maturity Model
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Learning Engineering with Dr. Bror Saxberg
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Learning Engineering with Kristin Torrence (Talespin)
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Learning Engineering, A New Academic Discipline and Engineering Profession
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Learning Engineering: #WorkingOutLoud on Learning Science
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Learning Engineering: A Caliper Example
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Learning Engineering: A path to empowering learners in and for the Age of AI — Panel
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Learning Engineering: A Primer
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Learning Engineering: A View on the Field and Future Research (Baker, Boser, Snow, 2022)
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Learning Engineering: A View on Where the Field is at, Where it’s Going, and the Research Needed
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Learning Engineering: Leveraging Science and Technology for Effective Instruction (page 30)
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Learning Engineering: Merging Science and Data to Design Powerful Learning
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Learning Engineering: New Profession or Transformational Process?
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Learning engineering: Past, present and future
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Learning Engineering: The Art of Applying Learning Science to Real-World Training
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Learning Engineering: What Is It and How Can the Government Benefit?
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Learning Engineering: What It Is and Why I’m Involved (Kolodner, 2023)
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Learning Engineering: What We Know, What We Can Do
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Learning Engineering: What We Know, What We Can Do — Bror Saxberg keynote
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Learning Factors Analysis — A General Method for Cognitive Model Comparison on PSLC DataShop Data
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Learning sciences and learning engineering: A natural or artificial distinction?
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Learning Sciences and Learning Engineering: Natural or Artificial Distinction? (Lee, 2023)
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LearnLab & LearnLab professional programs (CMU / network)
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LENS @ JHU — Learning Engineering for Next-Generation Systems
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Leveraging AI and Learning Engineering in Large-Scale Learning Sciences — Danielle McNamara
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Leveraging Deterministic Algorithms to Personalize Education and Enhance Student Success: The Story of an Engineered Learning Experience
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Leveraging Learning Engineering to Advance Authentic Learning in Virtual Reality
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Leveraging Learning Engineering to Orchestrate and Enhance Learning
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Li (Lee) Liang
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LIVE Learning Innovation Incubator (Vanderbilt Peabody)
T16 · icicle
Macrocognition in Simulation Based Training: A Practical Application of Learning Engineering in a Complex Training Environment
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Massachusetts Institute of Technology
T16 · icicle
Measuring Learning Technology Maturity in DoD Acquisition
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Mei-Mei Li
T16 · icicle
METALS / MS in Learning Engineering (Carnegie Mellon)
T16 · icicle
Mission XRpossible: Navigating Novice-to-Expert Assessment Design in Medical & Military Training
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MIT Integrated Learning Initiative (MITili)
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MIT Learning Engineering and Practice (LEAP) Group
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Modern Learning
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National AI Institute for Adult Learning and Online Education (AI-ALOE)
T16 · icicle
Naturalistic Decision Making Association
T09 · T02 · seed-data
Online Education: A Catalyst for Higher Education Reforms
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Online Education: A Catalyst for Higher Education Reforms MIT
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Open Learning Initiative (OLI)
T16 · icicle
Overview of U.S. Army Competency Based Training and the Role of Simulation, Data and Learning Engineering
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Penn Center for Learning Analytics (UPenn GSE)
T16 · icicle
Performance Task Analysis Template
T03 · T09 · icicle · draft
Playful Journey Lab
T08 · T01 · icicle
Proceedings of the 2019 Conference on Learning Engineering
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Purdue School of Engineering Education (ENE)
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Purdue University
T16 · icicle
QIP Learning Engineering Video Series
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QIP Learning Engineering Videos
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Quinnsights: Get Ready for Learning Engineering
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Response to Victor Lee's LS and LE: Learning engineering: What it is, why I’m involved, and why I think more of you should be
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Rob Nyland
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Robert R. Hoffman
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Saxberg's working definition of a learning engineer
definition · saxberg · icicle
Scaffolds and Nudges: A Case Study in Learning Engineering Design Improvements
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Silver Lining for Learning — Applying Human-Centered Engineering Methods to Learning
T03 · T02 · expert-conversation · icicle
Silver Lining for Learning — The Art and Science of Learning Engineering
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Silver Lining for Learning: Human-Centered Methods in Learning Engineering
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Silver Lining for Learning: The Art and Science of Learning Engineering
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Society for Learning Analytics Research (SoLAR)
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Stanford GSE — M.S. Learning Design and Technology (LDT)
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Stanford University
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State of XR and Immersive Learning Report 2021
T08 · icicle · draft
Student-Centered Educational Data Science Through Learning Engineering (Van Campenhout et al., 2023)
T04 · T17 · T03 · icicle · draft
Teaching Online Preparation Toolkit (TOPkit)
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Teaming Up to Improve Medical and Healthcare Education (Kurzweil & Marcellas, 2020)
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Teaming up to Improve Medical/Healthcare Education: Instructional Design & Learning Engineering in the Journal of Applied Instructional Design
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The Art and Science of Learning Engineering
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The Job of a College President
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The Learning Agency
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The Rise of Learning Engineering
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The Science of Remote Learning
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The Value Proposition of the Generalized Intelligent Framework for Tutoring (GIFT) for the Field of Learning Engineering
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University of Calgary
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University of Pennsylvania
T16 · icicle
University of Washington
T16 · icicle
University of Washington — Learning sciences & design (CoE, HCDE, iSchool)
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Unlock the Learning Engineer in You — pK-12 Context
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Webinar: Learning Engineering: A Forum with Bror Saxberg
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What Is Learning Engineering?
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Why Did We Do That? A Systematic Approach to Tracking Decisions in the Design and Iteration of Learning Experiences
T03 · T15 · icicle
Why We Need Learning Engineers
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William Gray-Roncal
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xAPI — Experience API specification
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Yet Analytics — Learning Engineering Tools
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Yet Analytics: Learning Engineering page
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Zarka Ali
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