Predicting Performance of Students in a Flipped Classroom Using Machine Learning: Towards Automated Data-Driven Formative Feedback
Learning analytics (LA) is a relatively new research discipline that uses data to try to improve learning, optimizing the learning process and develop the environment in which learning occurs. One of the objectives of LA is to monitor students activities and early predict performance to improve rete...
| Published in: | Journal of Systemics, Cybernetics and Informatics |
|---|---|
| Main Authors: | Jalal Nouri, Mohammed Saqr, Uno Fors |
| Format: | Article |
| Language: | English |
| Published: |
International Institute of Informatics and Cybernetics
2019-04-01
|
| Subjects: | |
| Online Access: | http://www.iiisci.org/Journal/CV$/sci/pdfs/EB614LI19.pdf
|
Similar Items
IMPLEMENTING THE FLIPPED CLASSROOM: A CASE STUDY OF TEACHING ESP TO THE BACHELORS IN AUTOMATION AND COMPUTER-INTEGRATED TECHNOLOGIES
by: Леся Миколаївна Конопляник, et al.
Published: (2021-06-01)
by: Леся Миколаївна Конопляник, et al.
Published: (2021-06-01)
Effectiveness comparison between blended learning of histology practical in flipped physical classrooms and flipped virtual classrooms for MBBS students
by: Jinjie Zhong, et al.
Published: (2022-11-01)
by: Jinjie Zhong, et al.
Published: (2022-11-01)
Relationships in the Flipped Classroom
by: Brett M. McCollum, et al.
Published: (2017-12-01)
by: Brett M. McCollum, et al.
Published: (2017-12-01)
A Meta-Analysis of the Cognitive, Affective, and Interpersonal Outcomes of Flipped Classrooms in Higher Education
by: Hwan Young Jang, et al.
Published: (2020-04-01)
by: Hwan Young Jang, et al.
Published: (2020-04-01)
Bridging the gap: Teachers' grasp and execution of technology-enhanced flipped classrooms
by: Mohd Faisal Farish bin Ishak, et al.
Published: (2024-08-01)
by: Mohd Faisal Farish bin Ishak, et al.
Published: (2024-08-01)
Video-based lecture engagement in a flipped classroom environment
by: Raquel Gutiérrez-González, et al.
Published: (2024-10-01)
by: Raquel Gutiérrez-González, et al.
Published: (2024-10-01)
Flipped classrooms: Action research to improve practice within an HE nursing context
by: Matt Smith, et al.
Published: (2022-02-01)
by: Matt Smith, et al.
Published: (2022-02-01)
Editorial: Flipped classroom or flipped learning in health professionals' education
by: Jouhanna do Carmo Menegaz, et al.
Published: (2024-02-01)
by: Jouhanna do Carmo Menegaz, et al.
Published: (2024-02-01)
University Student Readiness and Its Effect on Intention to Participate in the Flipped Classroom Setting of Hybrid Learning
by: Tai Ming Wut, et al.
Published: (2022-06-01)
by: Tai Ming Wut, et al.
Published: (2022-06-01)
Flipped classroom: A model of hybrid teaching
by: Bojović Žana P., et al.
Published: (2022-01-01)
by: Bojović Žana P., et al.
Published: (2022-01-01)
FLIPPED CLASSROOM: AN EFFECTIVE APPROACH FOR DEVELOPING AND ASSESSING INFORMATICS COMPETENCIES
by: GUTU, Maria
Published: (2022-12-01)
by: GUTU, Maria
Published: (2022-12-01)
Flipped Classroom for Teaching English at Senior High Schools in Banjarmasin
by: Elvina Arapah Arapah
Published: (2023-06-01)
by: Elvina Arapah Arapah
Published: (2023-06-01)
The Effect of the Flipped Classroom Model on Improving Student Speaking
by: Dyah Kristyowati, et al.
Published: (2023-06-01)
by: Dyah Kristyowati, et al.
Published: (2023-06-01)
Flipped classroom in Indonesian higher education: A mixed-method study on students' attitudes and experiences
by: Ika Wahyuni Lestari
Published: (2021-01-01)
by: Ika Wahyuni Lestari
Published: (2021-01-01)
Using Flipped Classroom Approach to Explore Deep Learning in Large Classrooms
by: Brenda Danker
Published: (2015-01-01)
by: Brenda Danker
Published: (2015-01-01)
Benefits and Limitations of Flipped Classroom
by: Madonna J Dsouza, et al.
Published: (2025-01-01)
by: Madonna J Dsouza, et al.
Published: (2025-01-01)
Effectiveness of flipped classroom in pharmacy education – a meta-analysis
by: He Cui, et al.
Published: (2023-11-01)
by: He Cui, et al.
Published: (2023-11-01)
Exploring the possibilities of automated feedback for third level students
by: Ian Clancy, et al.
Published: (2019-12-01)
by: Ian Clancy, et al.
Published: (2019-12-01)
The Effect of The Use of Multimedia Flip Book with the Flipped Classroom Approach in Vocational School
by: Rahmi Oktarina, et al.
Published: (2021-04-01)
by: Rahmi Oktarina, et al.
Published: (2021-04-01)
Flipped Classroom Integrated with Ethnoscience: Innovative Learning Tools in Science Learning
by: Helmalia Putri, et al.
Published: (2023-10-01)
by: Helmalia Putri, et al.
Published: (2023-10-01)
The Impact of Blended Learning Type Flipped Classroom on Autonomous Mathematics Learning
by: Ahmad Ahmad
Published: (2021-07-01)
by: Ahmad Ahmad
Published: (2021-07-01)
Impact of the Flipped Classroom Method in the Mathematical Area: A Systematic Review
by: Francisco-Domingo Fernández-Martín, et al.
Published: (2020-12-01)
by: Francisco-Domingo Fernández-Martín, et al.
Published: (2020-12-01)
Nursing students’ experience in a flipped classroom method
by: F Jafaraghaie, et al.
Published: (2017-03-01)
by: F Jafaraghaie, et al.
Published: (2017-03-01)
The Effectiveness of Flipped Classroom in Improving Motivation and Achievement among Slow Learners in Mathematics
by: Ahmed Ali Al-Zboun
Published: (2020-09-01)
by: Ahmed Ali Al-Zboun
Published: (2020-09-01)
Student Preferences Impact Outcome of Flipped Classroom in Dental Education: Students Favoring Flipped Classroom Benefited More
by: Nan Xiao, et al.
Published: (2021-03-01)
by: Nan Xiao, et al.
Published: (2021-03-01)
The Effect of Implementing Flipped Classroom Model on Critical Thinking and Performance of Iranian EFL Learners in Learning Grammar
by: Zahra Afzali, et al.
Published: (2022-05-01)
by: Zahra Afzali, et al.
Published: (2022-05-01)
Understanding Student Behavior in a Flipped Classroom: Interpreting Learning Analytics Data in the Veterinary Pre-Clinical Sciences
by: Laura Dooley, et al.
Published: (2020-09-01)
by: Laura Dooley, et al.
Published: (2020-09-01)
Effectiveness of flipped classroom for teaching anatomy and students’ perceptions
by: S Viveka, et al.
Published: (2017-01-01)
by: S Viveka, et al.
Published: (2017-01-01)
THE FLIPPED CLASSROOM: THE PRACTICE OF LEARNING ENGLISH FROM NURSING STUDENTS
by: Chairuddin Chairuddin, et al.
Published: (2024-12-01)
by: Chairuddin Chairuddin, et al.
Published: (2024-12-01)
Flipped Classroom for Diving Environment Training Using Cooperative Learning
by: Egi Wikanda, et al.
Published: (2021-04-01)
by: Egi Wikanda, et al.
Published: (2021-04-01)
Effectiveness of flipped language learning classrooms and students’ perspectives
by: Munassir Alhamami, et al.
Published: (2019-03-01)
by: Munassir Alhamami, et al.
Published: (2019-03-01)
Implementing the Flipped Classroom Approach in the Teaching Process
by: Fedorová Andrea
Published: (2025-04-01)
by: Fedorová Andrea
Published: (2025-04-01)
The Flipped Classroom Teaching Model and Its Use for Information Literacy Instruction
by: Sara Arnold-Garza
Published: (2014-07-01)
by: Sara Arnold-Garza
Published: (2014-07-01)
Student comprehension of biochemistry in a flipped classroom format
by: Edward N. Harris, et al.
Published: (2024-12-01)
by: Edward N. Harris, et al.
Published: (2024-12-01)
INTEGRATING PEER TUTORING VIDEO WITH FLIPPED CLASSROOM IN ONLINE STATISTICS COURSE TO IMPROVE LEARNING OUTCOMES
by: Ramadoni Ramadoni, et al.
Published: (2023-02-01)
by: Ramadoni Ramadoni, et al.
Published: (2023-02-01)
E-Learning Berbasis Flipped Classroom pada Mata Pelajaran Matematika
by: Anak Agung Gde Agung Dwi Angga Nirarta, et al.
Published: (2021-08-01)
by: Anak Agung Gde Agung Dwi Angga Nirarta, et al.
Published: (2021-08-01)
PENGEMBANGAN VIDEO PEMBELAJARAN MATERI INTEGRAL PADA PEMBELAJARAN FLIPPED CLASSROOM
by: Marfi Ario, et al.
Published: (2019-05-01)
by: Marfi Ario, et al.
Published: (2019-05-01)
“Can we do it Next Year?” The Impact of the Flipped Classroom Method on EFL Learning Performance
by: Simona Kontrimienė, et al.
Published: (2024-12-01)
by: Simona Kontrimienė, et al.
Published: (2024-12-01)
Randomized Controlled Study of a Remote Flipped Classroom Neuro-otology Curriculum
by: Frederick Robert Carrick, et al.
Published: (2017-07-01)
by: Frederick Robert Carrick, et al.
Published: (2017-07-01)
Flipped Classroom Combined With Group Awareness
by: Jian-Wei Lin, et al.
Published: (2025-08-01)
by: Jian-Wei Lin, et al.
Published: (2025-08-01)
Similar Items
-
IMPLEMENTING THE FLIPPED CLASSROOM: A CASE STUDY OF TEACHING ESP TO THE BACHELORS IN AUTOMATION AND COMPUTER-INTEGRATED TECHNOLOGIES
by: Леся Миколаївна Конопляник, et al.
Published: (2021-06-01) -
Effectiveness comparison between blended learning of histology practical in flipped physical classrooms and flipped virtual classrooms for MBBS students
by: Jinjie Zhong, et al.
Published: (2022-11-01) -
Relationships in the Flipped Classroom
by: Brett M. McCollum, et al.
Published: (2017-12-01) -
A Meta-Analysis of the Cognitive, Affective, and Interpersonal Outcomes of Flipped Classrooms in Higher Education
by: Hwan Young Jang, et al.
Published: (2020-04-01) -
Bridging the gap: Teachers' grasp and execution of technology-enhanced flipped classrooms
by: Mohd Faisal Farish bin Ishak, et al.
Published: (2024-08-01)
