Tuesday, June 8 

15:30

17:20

Arthur Rump, Ansgar Fehnker, Angelika Mader
#49: Automated Assessment of Learning Objectives in Programming Assignments (FP)

Moritz Marutschke, Yugo Hayashi
#31: Ex-Ante and Ex-Post Feature Evaluation of Online Courses Using the Kano Model (FP)

Robert-Mihai Botarleanu, Mihai Dascalu, Laura Allen, Scott Crossley, Danielle McNamara
#53: Automated Summary Scoring with ReaderBench (FP)

Bogdan Nicula, Mihai Dascalu, Natalie Newton, Ellen Orcutt, Danielle McNamara
#54: Automated Paraphrase Quality Assessment using Recurrent Neural Networks and Language Models (SP)

Session Chair: Lei Shi

Ryan Hodgson, Alexandra I. Cristea, Lei Shi, John Graham
#64: Wide-scale Automatic Analysis of 20 Years of ITS Research (FP)

Zhongtian Sun, Anoushka Harit, Jialin Yu, Alexandra I. Cristea, Lei Shi
#70: A Brief Survey of Deep Learning Approaches for Learning Analytics on MOOCs (SP)

MARINA AIVAZIDI, Christos Michalakelis
#60: Exploring the Barriers of Educational Innovation (SP)

Konstantinos Karampidis, Athina Trigoni, Giorgos Papadourakis, Maria Christofaki, Nuno Escudeiro
#48:  Difficulties and disparities to distance learning during Covid-19 period for deaf students – A proposed method to eradicate inequalities  (P)

Session Chair: Mohammad Alshehri

Elad Yacobson, Armando Toda, Alexandra I. Cristea, Giora Alexandron
#68: Encouraging Teacher-sourcing of Social Recommendations Through Participatory Gamification Design (FP)

Mohamed Sahbi Benlamine, Claude Frasson
#73: Confusion detection within a 3D adventure game (FP)

 Kamilla Tenório, Bruno Lemos, Pedro Nascimento, Rodrigo Santos Silva, Alexandre Machado, Diego Dermeval, Ranilson Paiva, Seiji Isotani
#28: Learning and Gamification Dashboards: a Mixed-Method Study with Teachers (FP)

Tong Mu, Shuhan Wang, Erik Andersen, Emma Brunskill
#32: An Automatic Adaptive Sequencing in a Webgame (SP)

Amruth Kumar
#9: Do Students Use Semantics When Solving Parsons Puzzles? – A Log-Based Investigation (SP)

Christos Troussas, Akrivi Krouska, Filippos Giannakas, Cleo Sgouropoulou, Ioannis Voyiatzis
#33: Representation of generalized human cognitive abilities in a sophisticated student leaderboard (P) 

Grigoreta Cojocar, Adriana Guran, Laura Diosan
#55: Towards Smart Edutainment Applications for Young Children. A Proposal (P)

Title: Education Sciences – An Open Access Journal by MDPI

Speakers: Milica Milosev & Mladen Rajic

Session Chair: Maria Tzelepi

Filippos Giannakas, Christos Troussas, Akrivi Krouska, Cleo Sgouropoulou, Ioannis Voyiatzis
#21:XGBoost & Deep Neural Network comparison: The case of teams’ performance (SP)

Tao wu, Maiga Chang
#13: The Influence of Five Personality Traits on the Interactive Model of Online Group Formation (SP)

Stefano A. Cerri, Philippe Lemoisson
#10: Sovereignty by personalization of information search: collective wisdom influences my knowledge (SP)

 Fidelia Orji, Julita Vassileva
#39: A Comparative Evaluation of the Effect of Social Comparison, Competition, and Social Learning in Persuasive Technology on Learning (SP)

Fabio Gasparetti, Filippo Sciarrone, Marco Temperini
#86: Using Graph Embedding to Monitor Communities of Learners (SP)

Karima Boussaha, Samia Drissi
#5: New Horizons on Online Tutoring System Inspired by Teaching Strategies and Learning Styles (P)

Title: The return of Intelligent Textbooks

Title: Interpretability and Explanations in Intelligent Tutoring Systems

11:00-

13:45

Session Chair: Valia Triperina

Ahmed Alamri, Zhongtian Sun, Alexandra I. Cristea, Craig Stewart, Filipe Dwan Pereira
#69: Next week dropout prediction in MOOCs: weekly assessment of time and learning patterns (FP)

Tahani Aljohani, Alexandra I. Cristea
#52: Training Temporal and NLP Features via Extremely Randomised Trees for Educational Level Classification (FP)

Laila Alrajhi, Ahmed Alamri, Filipe Dwan Pereira, Alexandra I. Cristea
#51: Urgency Analysis of Learners’ Comments: an Automated Intervention Priority Model for MOOC (FP)

Efthyvoulos Drousiotis, Lei Shi, Simon Maskell
#24: Early Predictor for Student Success Based on Behavioural and Demographical Indicators (FP)

Mohammad Alshehri, Ahmed Alamri, Alexandra I. Cristea
#66: Predicting Certification in MOOCs based on Students’ Weekly Activities (FP)

Mona Alotaibi, Mike Joy
#46: Internet of Things (IoT) Based Support System for Diabetic Learners in Saudi Arabian High Schools (P)

14:45-
16:00

Session Chair: Jingyun Wang

Alessia Genovese, Federica Marino, Francesco Orciuoli, Gennaro Zanfardino
#57: ARDNA: a Mobile App based on Augmented Reality for supporting knowledge exploration in learning scenarios Predicting Certification in MOOCs based on Students’ Weekly Activities (SP)

Kodjine Dare, Hamdi Ben Abdessalem, Claude Frasson
#62: Extraction of 3D Pose in Video for Building Virtual Learning Avatars (SP)

Muhamad Irfan Rosli, Zarina Che Embi, Dr. Junaidi Abdullah
#58: A Non-immersive Virtual Reality Application for Children with Autism Spectrum Disorder (SP)

Sarah Alshamrani
#74: Using Augmented Reality in Computing Higher Education (P)

Session Chair: Jingyun Wang

Junya Morita, Yoshimasa Ohmoto, Yugo Hayashi
#18: Integrating Knowledge in Collaborative Concept Mapping: Cases in an Online Class Setting (SP)

Victor Uglev, Oleg Sychev
#11: Creating and Visualising Cognitive Maps of Knowledge Diagnosis During the Processing of Learning Digital Footprint (P)

Carla Limongelli, Carmine Margiotta, Davide Taibi
#19: Towards Semantic Comparison of Concept Maps for Structuring Learning Activities (P)

Jingyun Wang, Hiroaki Ogata
#35: An evaluation of a meaningful discovery learning support system for supporting E-book user in pair learning. (P)

Session Chair: Christos Papakostas

Seounghun Kim, Woojin Kim, Hyeoncheol Kim
#8: Learning Path Construction Using Reinforcement Learning and Bloom’s Taxonomy. (FP)

Victor J. Marin, Maheen Riaz Contractor, Carlos Rivero
#42: Flexible Program Alignment to Deliver Data-Driven Feedback to Novice Programmers (FP)

Ilya Posov, Sergei Pozdniakov, Anton Chukhnov
#61: Interaction of human cognitive mechanisms and “computational intelligence” in systems that support teaching mathematics. (SP)

Victor J. Marin, Hadi Hosseini, Carlos Rivero
#72: Customizing Feedback using Semantic Clusters. (SP)

Mohammad Niknazar, Aditya Vempaty, Ravi Kokku
#56: Voice Privacy with Smart Digital Assistants in Educational Settings. (P)

Laurentiu Neagu, Eric Rigaud, Vincent Guarnieri, Sebastien Travadel, Mihai Dascalu
#59: Selfit – An Intelligent Tutoring System for Psychomotor Development. (P)

Title: Extended Reality Technologies in Education: Moving beyond the “Wow” factor

11:00-
13:05

Session Chair: Ahmed Alamri

Soelaine Rodrigues Ascari, Andrey Pimentel, Ernani Gottardo
#25: Tutorial Intervention’s Affective Model Based on Learner’s Error Identification in Intelligent Tutoring Systems (FP)

Doru Anastasiu Popescu, Gabriel Ciprian Stanciu, Daniel Nijloveanu
#15: Evaluation test generator using a list of keywords (FP)

Filipe Dwan Pereira, Hermino Junior, Luiz Rodriguez, Armando Toda, Elaine Harada Teixeira de Oliveira, Alexandra I. Cristea, David Oliveira, Leandro Carvalho, Samuel Fonseca, Ahmed Alamri, Seiji Isotani
#27: A recommender system based on effort: towards minimising negative affects and maximising achievement in CS1 learning (FP)

Mahsa Aghajani, Hamdi Ben Abdessalem, Claude Frasson
#34: Voice Emotion Recognition in Real Time Applications (SP)

Moh’d A. M. Abuazizeh, Kristina Yordanova, Thomas Kirste
#40: Affect-aware Conversational Agent for Intelligent Tutoring of Students in Nursing Subjects (P)

Session Chair: Tahani Aljohani

Khulood Alharbi, Alexandra I. Cristea, Lei Shi, Peter Tymms, Chris Brown
#41: Agent-based Simulation of the Classroom Environment to Gauge the Effect of Inattentive or Disruptive Students (FP)

Alejandra Ruiz Segura, Susanne Lajoie
#47: Expert, Novice, and Intermediate Performance: Exploring the Relationship Between Clinical Reasoning Behaviors and Diagnostic Performance (FP)

Sungeun An, William Broniec, Spencer Rugaber, Emily Weigel, Jennifer Hammock, Ashok Goel
#30: Recognizing Novice Learners’ Modeling Behaviors (FP)

Rita Kuo, Ted Krahn, Maiga Chang
#26: Behaviour Analytics – A Moodle Plug-in to Visualize Students’ Learning Patterns (SP)

Yoshimasa Ohmoto, Shigen Shimojo, Junya Morita, Yugo Hayashi
#29: Investigating Clues for Estimating ICAP States based on Learners’ Behavioural Data during Collaborative Learning (SP)

Komi Sodoke, Roger Nkambou, Issam Tanoubi, Aude Dufresne
#87: Toward an ITS to enhance novice clinician situational awareness based on expert perception behaviors in clinical reasoning (P)

Session Chair: Katerina Makri

Seounghun Kim, Woojin Kim, Heeseok Jung, Hyeoncheol Kim
#7: DiKT: Dichotomous Knowledge Tracing (FP)

Jialin Yu, Laila Alrajhi, Anoushka Harit, Zhongtian Sun, Alexandra I. Cristea, Lei Shi
#45: Exploring Bayesian Deep Learning for Urgent Instructor Intervention Need in MOOC Forums (FP)

Roger Nkambou, Janie Brisson, Ange Tato, Serge Robert, Maxime Sainte-Marie
#67: Learning Logical Reasoning Using an Intelligent Tutoring System: Improving the Student Model with a data driven approach (SP)

Oleg Sychev, Anton Anikin, Nikita Penskoy, Mikhail Denisov, Artem Prokudin
#22: CompPrehension – Model-Based Intelligent Tutoring System on Comprehension Level (SP)

Téo Orthlieb, Hamdi Ben Abdessalem, Claude Frasson
#71: Checking Method for Fake News to Avoid the Twitter Effect (P)

Vanesa Getseva, Amruth Kumar
#63: Comparing Bayesian Knowledge Tracing Model Against Naïve Mastery Model (P)

Announcements for future events:

University of Bucharest, ITS2022

Dr. C.Trousas NiDS 2021

Other matters