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IEEE Transactions on Learning Technologies, Volume 15
Volume 15, Number 1, February 2022
- Arnold Pears
:
From the Acting Editor-in-Chief. 1 - Virginia Francisco
, Pablo Moreno-Ger
, Raquel Hervás
:
Application of Competitive Activities to Improve Students' Participation. 2-14 - Charles Xie
, Chenglu Li
, Shannon Sung, Rundong Jiang
:
Engaging Students in Distance Learning of Science With Remote Labs 2.0. 15-31 - Feifei Han
, Robert A. Ellis
, Abelardo Pardo
:
The Descriptive Features and Quantitative Aspects of Students' Observed Online Learning: How Are They Related to Self-Reported Perceptions and Learning Outcomes? 32-41 - Stéphanie Reyssier
, Stuart Hallifax
, Audrey Serna
, Jean-Charles Marty
, Stephane Simonian
, Élise Lavoué:
The Impact of Game Elements on Learner Motivation: Influence of Initial Motivation and Player Profile. 42-54 - Philipp Krieter
:
Are You Still There? An Exploratory Case Study on Estimating Students' LMS Online Time by Combining Log Files and Screen Recordings. 55-63 - Radek Pelánek
, Tomás Effenberger
:
Improving Learning Environments: Avoiding Stupidity Perspective. 64-77 - Victor Lian
, Elliot Varoy, Nasser Giacaman
:
Learning Object-Oriented Programming Concepts Through Visual Analogies. 78-92 - Wu-Yuin Hwang
, Siska Wati Dewi Purba
, Shih-Jyun Bao, Jhao-Heng Ma:
Facilitating Physics Learning Using Ubiquitous-Physics App With Learning Guided Map (gMap) in Authentic Contexts. 93-106 - Zhuhan Jiang
, Jiansheng Huang
:
Effective and Efficient Strategies and Their Technological Implementations to Reduce Plagiarism and Collusion in Nonproctored Online Exams. 107-118 - Eva Cerezo
, Antonio Aguelo
, Teresa Coma-Rosello
, Jesús Gallardo
, María Ángeles Garrido
:
Working Attention, Planning and Social Skills Through Pervasive Games in Interactive Spaces. 119-136 - Jihyung Kim
, Kyeongsun Kim, Wooksung Kim
:
Impact of Immersive Virtual Reality Content Using 360-Degree Videos in Undergraduate Education. 137-149
Volume 15, Number 2, April 2022
- Qi Wang
, Carolyn P. Rosé
, Ning Ma
, Shiyan Jiang
, Haogang Bao, Yanyan Li:
Design and Application of Automatic Feedback Scaffolding in Forums to Promote Learning. 150-166 - Fabrizio L. Ricci, Fabrizio Consorti, Fabrizio Pecoraro
, Daniela Luzi, Oscar Tamburis
:
A Petri-Net-Based Approach for Enhancing Clinical Reasoning in Medical Education. 167-178 - Joyce M. W. Moonen-van Loon
, Marjan Govaerts, Jeroen Donkers
, Peter van Rosmalen
:
Toward Automatic Interpretation of Narrative Feedback in Competency-Based Portfolios. 179-189 - Anping Zhao
, Yu Yu:
Modeling of Online Learners' Sentiments About Multigranularity Knowledge. 190-198 - Luiz A. L. Rodrigues
, Armando M. Toda
, Wilk Oliveira
, Paula Toledo Palomino
, Julita Vassileva
, Seiji Isotani
:
Automating Gamification Personalization to the User and Beyond. 199-212 - Nardie L. J. A. Fanchamps
, Lou Slangen, Marcus Specht
, Paul Hennissen
:
The Effect on Computational Thinking Using SRA-Programming: Anticipating Changes in a Dynamic Problem Environment. 213-222 - Hao-Hsuan Hsu
, Nen-Fu Huang
:
Xiao-Shih: A Self-Enriched Question Answering Bot With Machine Learning on Chinese-Based MOOCs. 223-237 - Pablo Fuentes
, Cristóbal Camarero
, David Herreros, Vladimir Mateev
, Fernando Vallejo, Carmen Martínez
:
Addressing Student Fatigue in Computer Architecture Courses. 238-251 - Kazuma Fuchimoto
, Takatoshi Ishii
, Maomi Ueno
:
Hybrid Maximum Clique Algorithm Using Parallel Integer Programming for Uniform Test Assembly. 252-264 - Anastasios Ntourmas
, Yannis Dimitriadis
, Sophia Daskalaki
, Nikolaos M. Avouris:
Assessing Learner Facilitation in MOOC Forums: A Mixed-Methods Evaluation Study. 265-278 - Peng-Fei Han
, Feng-Kui Zhao, Gang Zhao
:
Using Augmented Reality to Improve Learning Efficacy in a Mechanical Assembly Course. 279-289 - Vishav Jyoti
, Uttama Lahiri
:
Portable Joint Attention Skill Training Platform for Children With Autism. 290-300
Volume 15, Number 3, June 2022
- Attracta Brennan
, Tara McDonagh, Mary Dempsey
, John McAvoy
:
Cosmic Sounds: A Game to Support Phonological Awareness Skills for Children With Dyslexia. 301-310 - Amir Hossein Nabizadeh
, Daniel Gonçalves
, Sandra Gama
, Joaquim Jorge
:
Early Prediction of Students' Final Grades in a Gamified Course. 311-325 - Yun Zhou
, Tao Xu
, Han Yang, Shiqian Li:
Improving Spatial Visualization and Mental Rotation Using FORSpatial Through Shapes and Letters in Virtual Environment. 326-337 - Mikel Larrañaga
, Itziar Aldabe, Ana Arruarte
, Jon A. Elorriaga
, Montse Maritxalar
:
A Qualitative Case Study on the Validation of Automatically Generated Multiple-Choice Questions From Science Textbooks. 338-349 - Chinchu Thomas
, Dinesh Babu Jayagopi
:
Predicting Presentation Skill of a Speaker Using Automatic Speaker and Audience Measurement. 350-363 - Xinhua Zhu
, Han Wu, Lanfang Zhang
:
Automatic Short-Answer Grading via BERT-Based Deep Neural Networks. 364-375 - Joy Galaige
, Geraldine Torrisi-Steele, Sebastian Binnewies, Kewen Wang
:
A Framework for Designing Student-Facing Learning Analytics to Support Self-Regulated Learning. 376-391 - Alessio De Santo
, Juan Carlos Farah
, Marc Lafuente Martínez
, Arielle Moro, Kristoffer Bergram, Aditya Kumar Purohit
, Pascal Felber
, Denis Gillet
, Adrian Holzer
:
Promoting Computational Thinking Skills in Non-Computer-Science Students: Gamifying Computational Notebooks to Increase Student Engagement. 392-405 - Samiha Marwan
, Bita Akram, Tiffany Barnes, Thomas W. Price
:
Adaptive Immediate Feedback for Block-Based Programming: Design and Evaluation. 406-420 - Gabriel Badea
, Elvira Popescu
:
LearnEval Peer Assessment Platform: Iterative Development Process and Evaluation. 421-433
Volume 15, Number 4, August 2022
- Minjuan Wang
:
Editorial Preface: New Leadership New Era. 434-438 - Oliver Allen, Xavier Downs, Elliot Varoy, Andrew Luxton-Reilly, Nasser Giacaman
:
Block-Based Object-Oriented Programming. 439-453 - Mehmet Celepkolu
, Aisha Chung Galdo, Kristy Elizabeth Boyer:
Fostering Balanced Contributions Among Children Through Dialogue Visualization. 454-466 - Yu Lu
, Penghe Chen
, Yang Pian
, Vincent W. Zheng
:
CMKT: Concept Map Driven Knowledge Tracing. 467-480 - Lele Sha
, Mladen Rakovic, Angel Das
, Dragan Gasevic
, Guanliang Chen
:
Leveraging Class Balancing Techniques to Alleviate Algorithmic Bias for Predictive Tasks in Education. 481-492 - Anni Siren
, Vassilios Tzerpos
:
Automatic Learning Path Creation Using OER: A Systematic Literature Mapping. 493-507 - Ronald Pérez-Álvarez
, Ioana Jivet
, Mar Pérez-Sanagustín
, Maren Scheffel
, Katrien Verbert
:
Tools Designed to Support Self-Regulated Learning in Online Learning Environments: A Systematic Review. 508-522
Volume 15, Number 5, October 2022
- Viktoria Pammer-Schindler, Tobias Ley, Joachim Kimmerle, Allison Littlejohn:
Guest Editorial: Designing Technologies to Support Professional and Workplace Learning for Situated Practice. 523-525 - Fernando Cassola
, Daniel Mendes
, Manuel Pinto, Leonel Morgado
, Sara Costa, Luís Anjos
, David Marques, Filipe Rosa
, Ana Maia, Helga Tavares, António Coelho
, Hugo Paredes
:
Design and Evaluation of a Choreography-Based Virtual Reality Authoring Tool for Experiential Learning in Industrial Training. 526-539 - Matthias Simon Billert
, Tim Weinert
, Marian Thiel de Gafenco
, Andreas Janson
, Jens Klusmeyer
, Jan Marco Leimeister
:
Vocational Training With Microlearning - How Low-Immersive 360-Degree Learning Environments Support Work-Process-Integrated Learning. 540-553 - Irmtraud Wolfbauer
, Viktoria Pammer-Schindler
, Katharina Maitz, Carolyn P. Rosé
:
A Script for Conversational Reflection Guidance: A Field Study on Developing Reflection Competence With Apprentices. 554-566 - Abhinava Barthakur
, Srecko Joksimovic
, Vitomir Kovanovic
, Rafael Ferreira Mello
, Megan Taylor
, Michael C. Richey
, Abelardo Pardo
:
Understanding Depth of Reflective Writing in Workplace Learning Assessments Using Machine Learning Classification. 567-578 - Paola Mejia-Domenzain
, Mirko Marras
, Christian Giang
, Alberto A. P. Cattaneo
, Tanja Käser
:
Evolutionary Clustering of Apprentices' Self- Regulated Learning Behavior in Learning Journals. 579-593 - Sreecharan Sankaranarayanan
, Siddharth Reddy Kandimalla, Christopher A. Bogart
, R. Charles Murray, Michael Hilton, Majd F. Sakr, Carolyn P. Rosé
:
Collaborative Programming for Work-Relevant Learning: Comparing Programming Practice With Example-Based Reflection for Student Learning and Transfer Task Performance. 594-604 - Oleksandra Poquet
, Lisa-Angelique Lim
, Maarten de Laat
:
Learning Analytics in the Corporate Sector: What Business Leaders Say? 605-619 - Kairit Tammets
, Manisha Khulbe
, Linda Helene Sillat, Tobias Ley
:
A Digital Learning Ecosystem to Scaffold Teachers' Learning. 620-633 - Simon Buckingham Shum
, Allison Littlejohn
, Kirsty Kitto
, Ruth Deakin Crick
:
Framing Professional Learning Analytics as Reframing Oneself. 634-649
Volume 15, Number 6, December 2022
- Minjuan Wang
:
Past, Present, and Future of TLT's Journey in Publishing. 650-655 - Gustavo Zurita
, Carles Mulet Forteza, José M. Merigó
, Valeria Lobos-Ossandón
, Hiroaki Ogata
:
A Bibliometric Overview of the IEEE Transactions on Learning Technologies. 656-672 - Andrea Sanna
, Federico Manuri
, Francesco De Pace
, Fabrizio Valpreda
, Claudio Fornaro
:
An Integrated Framework to Support Bachelor Design Students in 3-D Modeling. 673-684 - Minjuan Wang
, Haiyang Yu
, Zerla Bell, Xiaoyan Chu
:
Constructing an Edu-Metaverse Ecosystem: A New and Innovative Framework. 685-696 - Jian-Wei Lin
, Hao-Chiang Koong Lin, Hong-Ren Chen
:
Developing an E-Learning Platform Capable of Being Aware of Self-Regulated Learning Behaviors of Role Models. 697-708 - Fang Liu, Liang Zhao
, Jiayi Zhao, Qin Dai, Chunlong Fan, Jun Shen
:
Educational Process Mining for Discovering Students' Problem-Solving Ability in Computer Programming Education. 709-719 - Galina Deeva
, Johannes De Smedt
, Jochen De Weerdt
:
Educational Sequence Mining for Dropout Prediction in MOOCs: Model Building, Evaluation, and Benchmarking. 720-735 - Gonen Singer
, Maya Golan, Rachel Shiff, Dvir Kleper:
Evaluating the Effectiveness of Accommodations Given to Students With Learning Impairments: Ordinal and Interpretable Machine-Learning-Based Methodology. 736-746 - Samya Muhuri
, Debajyoti Mukhopadhyay
:
Extracting the Relationships Among Students Based on Accessing Pattern of Digital Learning Attributes. 747-756 - Maria Kalantzi
, Agoritsa Polyzou
, George Karypis:
FERN: Fair Team Formation for Mutually Beneficial Collaborative Learning. 757-770 - Antonio Lucas-Alba
, Sharona T. Levy, Óscar M. Melchor, Ana Zarzoso-Robles, Ana M. Ferruz, Maria Teresa Blanch, Andrés S. Lombas
:
Learning an Alternative Car-Following Technique to Avoid Congestion With an Instructional Driving Simulator. 771-782 - Anika Gupta
, Deepak Garg
, Parteek Kumar:
Mining Sequential Learning Trajectories With Hidden Markov Models For Early Prediction of At-Risk Students in E-Learning Environments. 783-797 - Pradeep Raj Krishnappa Babu
, Sujata Sinha, Roshaan S. Arvind, Uttama Lahiri
:
Multiuser Digital Platform to Promote Interaction Skill in Individuals With Autism. 798-811 - Jennifer Smith
, Mashrura Musharraf
, Brian Veitch, Faisal Khan:
Pilot Study Using Decision Trees to Diagnose the Efficacy of Virtual Offshore Egress Training. 812-826 - Allan Amaral Tori
, Romero Tori
, Fátima de Lourdes dos Santos Nunes
:
Serious Game Design in Health Education: A Systematic Review. 827-846

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