Journals

134 entries « 1 of 3 »

2021

134.

Papamitsiou, Zacharoula; Lunde, Martin; Westermoen, Jakob; Giannakos, Michail

Supporting Learners in a Crisis Context with Smart Self-Assessment Journal Article

Lecture Notes in Educational Technology, pp. 207-224, 2021, ISSN: 2196-4963.

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133.

Pappas, Ilias; Giannakos, Michail

Rethinking Learning Design in IT Education During a Pandemic Journal Article

Frontiers in Education, 6 , pp. 1-8, 2021, ISSN: 2504-284X.

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132.

Sharma, Kshitij; Mangaroska, Katerina; van Berkel, Niels; Giannakos, Michail; Kostakos, Vassilis

Information flow and cognition affect each other: Evidence from digital learning Journal Article

International Journal of Human-Computer Studies, 146 , pp. 1-20, 2021, ISSN: 1071-5819.

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131.

Mangaroska, Katerina; Vesin, Boban; Martinez‐Maldonado, Roberto; Gaơević, Dragan

Challenges and opportunities of multimodal data in human learning: The computer science students' perspective Journal Article

Journal of Computer Assisted Learning, pp. 1-18, 2021, ISSN: 0266-4909.

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130.

Mangaroska, Katerina; Vesin, Boban; Kostakos, Vassilis; Brusilovsky, Peter; Giannakos, Michail N

Architecting Analytics Across Multiple E-Learning Systems to Enhance Learning Design Journal Article

IEEE Transactions on Learning Technologies, 14 (2), pp. 173–188, 2021.

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129.

Giannakos, Michail; Mikalef, Patrick; Pappas, Ilias

Systematic literature review of E-learning capabilities to enhance organizational learning Journal Article

Information Systems Frontiers, pp. 1-17, 2021, ISSN: 1387-3326.

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2020

128.

Giannakos, Michail; Sharma, Kshitij; Papavlasopoulou, Sofia; Pappas, Ilias; Kostakos, Vassilis

Fitbit for learning: Towards capturing the learning experience using wearable sensing Journal Article

International Journal of Human-Computer Studies, 136 , pp. 14, 2020, ISSN: 1071-5819.

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127.

Giannakos, Michail; Spikol, Daniel; Molenaar, Inge; Mitri, Daniele Di; Sharma, Kshitij; Ochoa, Xavier; Hammad, Rawad

CrossMMLA in practice: Collecting, annotating and analyzing multimodal data across spaces Journal Article

2610 , 2020, ISSN: 1613-0073.

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126.

Giannakos, Michail; Voulgari, Iro; Papavlasopoulou, Sofia; Papamitsiou, Zacharoula; Yannakakis, Georgios

Games for Artificial Intelligence and Machine Learning Education: Review and Perspectives Journal Article

Lecture Notes in Educational Technology, pp. 117-133, 2020, ISSN: 2196-4963.

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125.

Lee-Cultura, Serena; Giannakos, Michail

Embodied Interaction and Spatial Skills: A Systematic Review of Empirical Studies Journal Article

Interacting with computers, 2020, ISSN: 0953-5438.

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124.

Lee-Cultura, Serena; Sharma, Kshitij; Giannakos, Michail

Using Multimodal Learning Analytics to Explore how Children Experience Educational Motion-Based Touchless Games Journal Article

CEUR Workshop Proceedings, 2610 , 2020, ISSN: 1613-0073.

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123.

Lee-Cultura, Serena; Sharma, Kshitij; Papavlasopoulou, Sofia; Giannakos, Michail

Motion-Based Educational Games: Using Multi-Modal Data to Predict Player’s Performance Journal Article

IEEE Conference on Computatonal Intelligence and Games, CIG, pp. 17-24, 2020, ISSN: 2325-4270.

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122.

Mangaroska, Katerina; Sharma, Kshitij; Gasevic, Dragan; Giannakos, Michail

Multimodal learning analytics to inform learning design: Lessons learned from computing education Journal Article

Journal of Learning Analytics, 7 (3), pp. 79-97, 2020, ISSN: 1929-7750.

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121.

Mikalef, Patrick; Sharma, Kshitij; Pappas, Ilias; Giannakos, Michail

Seeking Information on Social Commerce: An Examination of the Impact of User- and Marketer-generated Content Through an Eye-tracking Study Journal Article

Information Systems Frontiers, pp. 14, 2020, ISSN: 1387-3326.

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120.

Niforatos, Evangelos; Vourvopoulos, Athanasios; Giannakos, Michail

Endowing Head-Mounted Displays with Physiological Sensing for Augmenting Human Learning and Cognition Journal Article

CEUR Workshop Proceedings, 2610 , 2020, ISSN: 1613-0073.

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119.

Papamitsiou, Zacharoula; Pappas, Ilias; Sharma, Kshitij; Giannakos, Michail

Utilizing multimodal data through fsQCA to explain engagement in adaptive learning Journal Article

IEEE Transactions on Learning Technologies, 13 (4), pp. 689-703, 2020, ISSN: 1939-1382.

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118.

Papavlasopoulou, Sofia; Giannakos, Michail

Looking at the Design of Making-Based Coding Activities Through the Lens of the ADDIE Model Journal Article

Lecture Notes in Educational Technology, pp. 137-151, 2020, ISSN: 2196-4963.

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117.

Pappas, Ilias; Papavlasopoulou, Sofia; Mikalef, Patrick; Giannakos, Michail

Identifying the combinations of motivations and emotions for creating satisfied users in SNSs: An fsQCA approach Journal Article

International Journal of Information Management, 53 , pp. 15, 2020, ISSN: 0268-4012.

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116.

Pappas, Ilias; Sharma, Kshitij; Mikalef, Patrick; Giannakos, Michail

How Quickly Can We Predict Users’ Ratings on Aesthetic Evaluations of Websites? Employing Machine Learning on Eye-Tracking Data Journal Article

Lecture Notes in Computer Science (LNCS), 12067 , pp. 429-440, 2020, ISSN: 0302-9743.

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115.

RĂ¶ĂŸling, Guido; Giannakos, Michail

ITiCSE 2019 working groups report Journal Article

SIGCSE Bulletin inroads, 52 (1), pp. 2-4, 2020, ISSN: 0097-8418.

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114.

Sharma, Kshitij; Giannakos, Michail

Multimodal data capabilities for learning: What can multimodal data tell us about learning? Journal Article

British Journal of Educational Technology (BJET), 51 (5), pp. 1450-1484, 2020, ISSN: 0007-1013.

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113.

Sharma, Kshitij; Giannakos, Michail; Dillenbourg, Pierre

Eye-tracking and artificial intelligence to enhance motivation and learning Journal Article

Smart Learning Environments, 2020, ISSN: 2196-7091.

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112.

Sharma, Kshitij; Leftheriotis, Ioannis; Giannakos, Michail

Utilizing interactive surfaces to enhance learning, collaboration and engagement: Insights from learners’ gaze and speech Journal Article

Sensors, 20:1964 (7), 2020, ISSN: 1424-8220.

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111.

Sharma, Kshitij; Niforatos, Evangelos; Giannakos, Michail; Kostakos, Vassilis

Assessing cognitive performance using physiological and facial features: Generalizing across contexts Journal Article

PACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2020, ISSN: 2474-9567.

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110.

Cukurova, Mutlu; Giannakos, Michail; Martinez‐Maldonado, Ronerto

The promise and challenges of multimodal learning analytics Journal Article

51 (5), pp. 1441-1449, 2020, ISSN: 0007-1013.

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109.

Giannakos, Michail

An Introduction to Non-formal and Informal Science Learning in the ICT Era Journal Article

Lecture Notes in Educational Technology, pp. 3-13, 2020, ISSN: 2196-4963.

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108.

Giannakos, Michail

Science Learning in the ICT Era: Toward an Ecosystem Model and Research Agenda Journal Article

Lecture Notes in Educational Technology, pp. 181-186, 2020, ISSN: 2196-4963.

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107.

Giannakos, Michail; Horn, Michael S; Read, Janet C; Markopoulos, Panos

Movement forward: The continued growth of Child–Computer Interaction research Journal Article

26 , pp. 0, 2020, ISSN: 2212-8689.

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106.

Giannakos, Michail; Horn, Michael S; Rubegni, Elisa

Advancements on Child-Computer Interaction research: Contributions from IDC 2018 Journal Article

23-24 , 2020, ISSN: 2212-8689.

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105.

Giannakos, Michail; Papamitsiou, Zacharoula; Markopoulos, Panos; Read, Janet; Hourcade, Juan Pablo

Mapping child–computer interaction research through co-word analysis Journal Article

International Journal of Child-Computer Interaction, 23-24 , pp. 17, 2020, ISSN: 2212-8689.

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104.

Giannakos, Michail; Papavlasopoulou, Sofia; Sharma, Kshitij

Monitoring Children’s Learning Through Wearable Eye-Tracking: The Case of a Making-Based Coding Activity Journal Article

IEEE pervasive computing, 19 (1), pp. 10-21, 2020, ISSN: 1536-1268.

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2019

103.

Giannakos, Michail; Sharma, Kshitij; Pappas, Ilias; Kostakos, Vassilis; Velloso, Eduardo

Multimodal data as a means to understand the learning experience Journal Article

International Journal of Information Management, 48 , pp. 108-119, 2019, ISSN: 0268-4012.

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102.

Papamitsiou, Zacharoula; Economides, Anastasios; Giannakos, Michail

Fostering Learners’ Performance with On-demand Metacognitive Feedback Journal Article

Lecture Notes in Computer Science (LNCS), 11722 , pp. 423-435, 2019, ISSN: 0302-9743.

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101.

Papavlasopoulou, Sofia; Giannakos, Michail; Jaccheri, Maria Letizia

Exploring children’s learning experience in constructionism-based coding activities through design-based research Journal Article

Computers in Human Behavior, 99 , pp. 415-427, 2019, ISSN: 0747-5632.

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100.

Papavlasopoulou, Sofia; Sharma, Kshitij; Giannakos, Michail

Coding activities for children: Coupling eye-tracking with qualitative data to investigate gender differences Journal Article

Computers in Human Behavior, pp. 11, 2019, ISSN: 0747-5632.

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99.

Pappas, Ilias; Mikalef, Patrick; Giannakos, Michail; Kourouthanassis, Panos

Explaining User Experience in Mobile Gaming Applications: An fsQCA Approach Journal Article

Internet Research, pp. 293-314, 2019, ISSN: 1066-2243.

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98.

Sharma, Kshitij; Papamitsiou, Zacharoula; Giannakos, Michail

Building pipelines for educational data using AI and multimodal analytics: A “grey‐box” approach Journal Article

British Journal of Educational Technology (BJET), 50 (6), pp. 3004-3031, 2019, ISSN: 0007-1013.

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97.

Sharma, Kshitij; Papamitsiou, Zacharoula; Giannakos, Michail

Modelling Learners’ Behaviour: A Novel Approach Using GARCH with Multimodal Data Journal Article

Lecture Notes in Computer Science (LNCS), 11722 , pp. 450-465, 2019, ISSN: 0302-9743.

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96.

Angeli, Charoula; Giannakos, Michail

Computational thinking education: Issues and challenges Journal Article

2019, ISSN: 0747-5632.

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95.

Antle, Alissa N; Hourcade, Juan Pablo; Fails, Jerry Alan; Garzotto, Franca; Giannakos, Michail; Markopoulos, Panos; Palumbos, Andrea; Read, Janet C

Designing for uprooted children: Issues, challenges, and opportunities Journal Article

Interactions, 26 (6), pp. 76-79, 2019, ISSN: 1072-5520.

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94.

BƂachnio, Agata; Przepiorka, Aneta; Gorbaniuk, Oleg; Benvenuti, Martina; Ciobanu, Adela Magdalena; Senol-Durak, Emre; Durak, Mithat; Giannakos, Michail; Mazzoni, Elvis; Pappas, Ilias; Popa, Camelia; Seidman, Gwendolyn; Wu, Anise MS; Yu, Shu; Ben-Ezra, Menachem

Cultural correlates of internet addiction Journal Article

CyberPsychology, Behavior and Social Networking, 22 (4), pp. 258-263, 2019, ISSN: 2152-2715.

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93.

Giannakos, Michail; Mikalef, Patrick; Pappas, Ilias

Technology-Enhanced Organizational Learning: A Systematic Literature Review Journal Article

Lecture Notes in Computer Science (LNCS), 11701 LNCS , pp. 573-584, 2019, ISSN: 0302-9743.

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2018

92.

Mangaroska, Katerina; Giannakos, Michail

Learning analytics for learning design: A systematic literature review of analytics-driven design to enhance learning Journal Article

IEEE Transactions on Learning Technologies, 2018, ISSN: 1939-1382.

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91.

Mangaroska, Katerina; Sharma, Kshitij; Giannakos, Michail; TrĂŠtteberg, Hallvard; Dillenbourg, Pierre

Gaze-Driven Design Insights to Amplify Debugging Skills: A Learner-Centered Analysis Approach Journal Article

Journal of Learning Analytics, 8 (3), pp. 98-119, 2018, ISSN: 1929-7750.

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90.

Mavroudi, Anna; Giannakos, Michail; Krogstie, John

Supporting adaptive learning pathways through the use of learning analytics: developments, challenges and future opportunities Journal Article

Interactive Learning Environments, 26 (2), pp. 206-220, 2018, ISSN: 1049-4820.

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89.

Mikalef, Patrick; Giannakos, Michail; Pappas, Ilias; Krogstie, John

The human side of big data: Understanding the skills of the data scientist in education and industry Journal Article

IEEE Global Engineering Education Conference, EDUCON, 2018-April , pp. 503-512, 2018, ISSN: 2165-9559.

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88.

Papavlasopoulou, Sofia; Giannakos, Michail; Jaccheri, Maria Letizia

Discovering children's competences in coding through the analysis of Scratch projects Journal Article

IEEE Global Engineering Education Conference, EDUCON, 2018-April , pp. 1127-1133, 2018, ISSN: 2165-9559.

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87.

Papavlasopoulou, Sofia; Sharma, Kshitij; Giannakos, Michail

How do you feel about learning to code? Investigating the effect of children’s attitudes towards coding using eye-tracking Journal Article

International Journal of Child-Computer Interaction, 17 , pp. 50-60, 2018, ISSN: 2212-8689.

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86.

Pappas, Ilias; Mikalef, Patrick; Giannakos, Michail; Krogstie, John; Lekakos, George

Big Data and Business Analytics Ecosystems: Paving the way towards digital transformation and sustainable societies Journal Article

Information Systems and E-Business Management, 16 (3), pp. 479-491, 2018, ISSN: 1617-9846.

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85.

Sergis, Stylianos; Sampson, Demetrios G; Giannakos, Michail

Supporting school leadership decision making with holistic school analytics: Bridging the qualitative-quantitative divide using fuzzy-set qualitative comparative analysis Journal Article

Computers in Human Behavior, 89 , pp. 355-366, 2018, ISSN: 0747-5632.

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134 entries « 1 of 3 »