2021
|
Mangaroska, Katerina; Giannakos, Michail Augmenting learning analytics with multimodal data to advance learning design: Research in computing education Technical Report Norwegian University of Science and Technology (978-82-471-4984-3), 2021. BibTeX @techreport{RN718,
title = {Augmenting learning analytics with multimodal data to advance learning design: Research in computing education},
author = {Katerina Mangaroska and Michail Giannakos},
year = {2021},
date = {2021-01-01},
number = {978-82-471-4984-3},
institution = {Norwegian University of Science and Technology},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
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. Links | BibTeX @article{RN719,
title = {Supporting Learners in a Crisis Context with Smart Self-Assessment},
author = {Zacharoula Papamitsiou and Martin Lunde and Jakob Westermoen and Michail Giannakos},
url = {https://www.springer.com/series/11777},
doi = {http://dx.doi.orghttps://doi.org/10.1007/978-981-15-7869-4_14},
issn = {2196-4963},
year = {2021},
date = {2021-01-01},
journal = {Lecture Notes in Educational Technology},
pages = {207-224},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN720,
title = {Rethinking Learning Design in IT Education During a Pandemic},
author = {Ilias Pappas and Michail Giannakos},
url = {http://www.frontiersin.org/journals/education},
doi = {http://dx.doi.org10.3389/feduc.2021.652856},
issn = {2504-284X},
year = {2021},
date = {2021-01-01},
journal = {Frontiers in Education},
volume = {6},
pages = {1-8},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN721,
title = {Information flow and cognition affect each other: Evidence from digital learning},
author = {Kshitij Sharma and Katerina Mangaroska and Niels van Berkel and Michail Giannakos and Vassilis Kostakos},
url = {http://www.sciencedirect.com/science/journal/10715819},
doi = {http://dx.doi.org10.1016/j.ijhcs.2020.102549},
issn = {1071-5819},
year = {2021},
date = {2021-01-01},
journal = {International Journal of Human-Computer Studies},
volume = {146},
pages = {1-20},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Mangaroska, Katerina; Vesin, Boban; MartinezâMaldonado, Roberto; GaĹĄeviÄ, 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. Links | BibTeX @article{RN1142,
title = {Challenges and opportunities of multimodal data in human learning: The computer science students' perspective},
author = {Katerina Mangaroska and Boban Vesin and Roberto MartinezâMaldonado and Dragan GaĹĄeviÄ},
url = {http://www.blackwellpublishing.com/journal.asp?ref=0266-4909&site=1},
doi = {http://dx.doi.orghttps://doi.org/10.1111/jcal.12542},
issn = {0266-4909},
year = {2021},
date = {2021-01-01},
journal = {Journal of Computer Assisted Learning},
pages = {1-18},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. 173â188, 2021. Links | BibTeX @article{mangaroska2021architecting,
title = {Architecting Analytics Across Multiple E-Learning Systems to Enhance Learning Design},
author = {Katerina Mangaroska and Boban Vesin and Vassilis Kostakos and Peter Brusilovsky and Michail N Giannakos},
url = {https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9399793&casa_token=XoB9h9mW08sAAAAA:vqRHOWPhLaOzE3fqMqBob19AstrI3QOLq5j3VcsGoVhNazN_1suuT3hQgPNqHq55FjYpPPl7N_WkjA&tag=1},
year = {2021},
date = {2021-01-01},
journal = {IEEE Transactions on Learning Technologies},
volume = {14},
number = {2},
pages = {173--188},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN717,
title = {Systematic literature review of E-learning capabilities to enhance organizational learning},
author = {Michail Giannakos and Patrick Mikalef and Ilias Pappas},
url = {http://www.springer.com/business/business+information+systems/journal/10796},
doi = {http://dx.doi.org10.1007/s10796-020-10097-2},
issn = {1387-3326},
year = {2021},
date = {2021-01-01},
journal = {Information Systems Frontiers},
pages = {1-17},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2020
|
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. Links | BibTeX @article{RN731,
title = {Fitbit for learning: Towards capturing the learning experience using wearable sensing},
author = {Michail Giannakos and Kshitij Sharma and Sofia Papavlasopoulou and Ilias Pappas and Vassilis Kostakos},
url = {http://hdl.handle.net/11250/2643211
http://www.sciencedirect.com/science/journal/10715819},
doi = {http://dx.doi.org10.1016/j.ijhcs.2019.102384},
issn = {1071-5819},
year = {2020},
date = {2020-01-01},
journal = {International Journal of Human-Computer Studies},
volume = {136},
pages = {14},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN733,
title = {CrossMMLA in practice: Collecting, annotating and analyzing multimodal data across spaces},
author = {Michail Giannakos and Daniel Spikol and Inge Molenaar and Daniele Di Mitri and Kshitij Sharma and Xavier Ochoa and Rawad Hammad},
url = {https://dl.acm.org/doi/proceedings/10.1145/3341525
http://ceur-ws.org/},
issn = {1613-0073},
year = {2020},
date = {2020-01-01},
volume = {2610},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN734,
title = {Games for Artificial Intelligence and Machine Learning Education: Review and Perspectives},
author = {Michail Giannakos and Iro Voulgari and Sofia Papavlasopoulou and Zacharoula Papamitsiou and Georgios Yannakakis},
url = {http://ceur-ws.org/Vol-2610/xpreface.pdf
https://www.springer.com/series/11777},
doi = {http://dx.doi.org10.1007/978-981-15-6747-6_7},
issn = {2196-4963},
year = {2020},
date = {2020-01-01},
journal = {Lecture Notes in Educational Technology},
pages = {117-133},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN735,
title = {Embodied Interaction and Spatial Skills: A Systematic Review of Empirical Studies},
author = {Serena Lee-Cultura and Michail Giannakos},
url = {https://hdl.handle.net/11250/2721508
http://www.oxfordjournals.org/},
issn = {0953-5438},
year = {2020},
date = {2020-01-01},
journal = {Interacting with computers},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Lee-Cultura, Serena; Sharma, Kshitij; Aloizou, Valeria; Retalis, Symeon; Giannakos, Michail Children's Interaction with Motion-Based Touchless Games: Kinecting Effectiveness and Efficiency Book Chapter Proceedings of the Annual Symposium on Computer-Human Interaction in Play, pp. 140-145, Association for Computing Machinery (ACM), 2020, ISBN: 978-1-4503-8074-4. Links | BibTeX @inbook{RN736,
title = {Children's Interaction with Motion-Based Touchless Games: Kinecting Effectiveness and Efficiency},
author = {Serena Lee-Cultura and Kshitij Sharma and Valeria Aloizou and Symeon Retalis and Michail Giannakos},
url = {https://hdl.handle.net/11250/2724639},
isbn = {978-1-4503-8074-4},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the Annual Symposium on Computer-Human Interaction in Play},
pages = {140-145},
publisher = {Association for Computing Machinery (ACM)},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
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. Links | BibTeX @article{RN737,
title = {Using Multimodal Learning Analytics to Explore how Children Experience Educational Motion-Based Touchless Games},
author = {Serena Lee-Cultura and Kshitij Sharma and Michail Giannakos},
url = {https://hdl.handle.net/11250/2736774
http://ceur-ws.org/},
issn = {1613-0073},
year = {2020},
date = {2020-01-01},
journal = {CEUR Workshop Proceedings},
volume = {2610},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Lee-Cultura, Serena; Sharma, Kshitij; Papavlasopoulou, Sofia; Giannakos, Michail Motion-Based Educational Games: Using Multi-Modal Data to Predict Playerâs Performance Journal Article IEEE Conference on Computatonal Intelligence and Games, CIG, pp. 17-24, 2020, ISSN: 2325-4270. Links | BibTeX @article{RN738,
title = {Motion-Based Educational Games: Using Multi-Modal Data to Predict Playerâs Performance},
author = {Serena Lee-Cultura and Kshitij Sharma and Sofia Papavlasopoulou and Michail Giannakos},
url = {https://hdl.handle.net/11250/2727557
http://ceur-ws.org/Vol-2610/paper7.pdf
http://www.ieee-cig.org/},
doi = {http://dx.doi.org10.1109/CoG47356.2020.9231892},
issn = {2325-4270},
year = {2020},
date = {2020-01-01},
journal = {IEEE Conference on Computatonal Intelligence and Games, CIG},
pages = {17-24},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Lee-Cultura, Serena; Sharma, Kshitij; Papavlasopoulou, Sofia; Retalis, Symeon; Giannakos, Michail Using Sensing Technologies to Explain Childrenâs Self-Representation in Motion-Based Educational Games Book Chapter IDC '20: Proceedings of the Interaction Design and Children Conference, pp. 640, Association for Computing Machinery (ACM), 2020, ISBN: 978-1-4503-7981-6. Links | BibTeX @inbook{RN739,
title = {Using Sensing Technologies to Explain Childrenâs Self-Representation in Motion-Based Educational Games},
author = {Serena Lee-Cultura and Kshitij Sharma and Sofia Papavlasopoulou and Symeon Retalis and Michail Giannakos},
url = {https://hdl.handle.net/11250/2727566},
isbn = {978-1-4503-7981-6},
year = {2020},
date = {2020-01-01},
booktitle = {IDC '20: Proceedings of the Interaction Design and Children Conference},
pages = {640},
publisher = {Association for Computing Machinery (ACM)},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
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. Links | BibTeX @article{RN740,
title = {Multimodal learning analytics to inform learning design: Lessons learned from computing education},
author = {Katerina Mangaroska and Kshitij Sharma and Dragan Gasevic and Michail Giannakos},
url = {http://learning-analytics.info/journals/index.php/JLA/about},
doi = {http://dx.doi.org10.18608/JLA.2020.73.7},
issn = {1929-7750},
year = {2020},
date = {2020-01-01},
journal = {Journal of Learning Analytics},
volume = {7},
number = {3},
pages = {79-97},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN741,
title = {Seeking Information on Social Commerce: An Examination of the Impact of User- and Marketer-generated Content Through an Eye-tracking Study},
author = {Patrick Mikalef and Kshitij Sharma and Ilias Pappas and Michail Giannakos},
url = {https://hdl.handle.net/11250/2721270
http://www.springer.com/business/business+information+systems/journal/10796},
doi = {http://dx.doi.org10.1007/s10796-020-10034-3},
issn = {1387-3326},
year = {2020},
date = {2020-01-01},
journal = {Information Systems Frontiers},
pages = {14},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN742,
title = {Endowing Head-Mounted Displays with Physiological Sensing for Augmenting Human Learning and Cognition},
author = {Evangelos Niforatos and Athanasios Vourvopoulos and Michail Giannakos},
url = {https://hdl.handle.net/11250/2688043
http://ceur-ws.org/},
issn = {1613-0073},
year = {2020},
date = {2020-01-01},
journal = {CEUR Workshop Proceedings},
volume = {2610},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Papamitsiou, Zacharoula; Giannakos, Michail; Ochoa, Xavier From childhood to maturity: Are we there yet? Mapping the intellectual progress in learning analytics during the past decade Book Chapter LAK '20: Proceedings of the Tenth International Conference on Learning Analytics & Knowledge, pp. 664, Association for Computing Machinery (ACM), 2020, ISBN: 978-1-4503-7712-6. Links | BibTeX @inbook{RN743,
title = {From childhood to maturity: Are we there yet? Mapping the intellectual progress in learning analytics during the past decade},
author = {Zacharoula Papamitsiou and Michail Giannakos and Xavier Ochoa},
url = {https://hdl.handle.net/11250/2727555
http://ceur-ws.org/Vol-2610/paper10.pdf},
isbn = {978-1-4503-7712-6},
year = {2020},
date = {2020-01-01},
booktitle = {LAK '20: Proceedings of the Tenth International Conference on Learning Analytics & Knowledge},
pages = {664},
publisher = {Association for Computing Machinery (ACM)},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
Papamitsiou, Zacharoula; Giannakos, Michail; Simon, -; Luxton-Reilly, Andrew Computing Education Research Landscape through an Analysis of Keywords Book Chapter ICER '20: Proceedings of the 2020 ACM Conference on International Computing Education Research, pp. 352, Association for Computing Machinery (ACM), 2020, ISBN: 978-1-4503-7092-9. Links | BibTeX @inbook{RN744,
title = {Computing Education Research Landscape through an Analysis of Keywords},
author = {Zacharoula Papamitsiou and Michail Giannakos and - Simon and Andrew Luxton-Reilly},
url = {https://hdl.handle.net/11250/2728954},
isbn = {978-1-4503-7092-9},
year = {2020},
date = {2020-01-01},
booktitle = {ICER '20: Proceedings of the 2020 ACM Conference on International Computing Education Research},
pages = {352},
publisher = {Association for Computing Machinery (ACM)},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
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. Links | BibTeX @article{RN723,
title = {Utilizing multimodal data through fsQCA to explain engagement in adaptive learning},
author = {Zacharoula Papamitsiou and Ilias Pappas and Kshitij Sharma and Michail Giannakos},
url = {https://hdl.handle.net/11250/2648262
http://www.computer.org/portal/web/tlt},
doi = {http://dx.doi.org10.1109/TLT.2020.3020499},
issn = {1939-1382},
year = {2020},
date = {2020-01-01},
journal = {IEEE Transactions on Learning Technologies},
volume = {13},
number = {4},
pages = {689-703},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Papamitsiou, Zacharoula; Sharma, Kshitij; Giannakos, Michail On the Dependence Structure Between Learners' Response-time and Knowledge Mastery: If Not Linear, Then What? Book Chapter UMAP '20: Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, pp. 408, Association for Computing Machinery (ACM), 2020, ISBN: 978-1-4503-6861-2. Links | BibTeX @inbook{RN745,
title = {On the Dependence Structure Between Learners' Response-time and Knowledge Mastery: If Not Linear, Then What?},
author = {Zacharoula Papamitsiou and Kshitij Sharma and Michail Giannakos},
url = {https://hdl.handle.net/11250/2736771},
isbn = {978-1-4503-6861-2},
year = {2020},
date = {2020-01-01},
booktitle = {UMAP '20: Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization},
pages = {408},
publisher = {Association for Computing Machinery (ACM)},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
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. Links | BibTeX @article{RN746,
title = {Looking at the Design of Making-Based Coding Activities Through the Lens of the ADDIE Model},
author = {Sofia Papavlasopoulou and Michail Giannakos},
url = {https://hdl.handle.net/11250/2736773
https://www.springer.com/series/11777},
doi = {http://dx.doi.org10.1007/978-981-15-6747-6_8},
issn = {2196-4963},
year = {2020},
date = {2020-01-01},
journal = {Lecture Notes in Educational Technology},
pages = {137-151},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN747,
title = {Identifying the combinations of motivations and emotions for creating satisfied users in SNSs: An fsQCA approach},
author = {Ilias Pappas and Sofia Papavlasopoulou and Patrick Mikalef and Michail Giannakos},
url = {https://hdl.handle.net/11250/2721533
https://www.sciencedirect.com/journal/international-journal-of-information-management},
doi = {http://dx.doi.org10.1016/j.ijinfomgt.2020.102128},
issn = {0268-4012},
year = {2020},
date = {2020-01-01},
journal = {International Journal of Information Management},
volume = {53},
pages = {15},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Pappas, Ilias; Sharma, Kshitij; Mikalef, Patrick; Giannakos, Michail How Quickly Can We Predict Usersâ 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. Links | BibTeX @article{RN748,
title = {How Quickly Can We Predict Usersâ Ratings on Aesthetic Evaluations of Websites? Employing Machine Learning on Eye-Tracking Data},
author = {Ilias Pappas and Kshitij Sharma and Patrick Mikalef and Michail Giannakos},
url = {https://hdl.handle.net/11250/2655516
https://www.sciencedirect.com/science/article/pii/S026840121931045X
http://www.springer.com/sgw/cda/frontpage/0,11855,1-164-2-73659-0,00.html},
doi = {http://dx.doi.org10.1007/978-3-030-45002-1_37},
issn = {0302-9743},
year = {2020},
date = {2020-01-01},
journal = {Lecture Notes in Computer Science (LNCS)},
volume = {12067},
pages = {429-440},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
RĂśĂling, Guido; Giannakos, Michail ITiCSE 2019 working groups report Journal Article SIGCSE Bulletin inroads, 52 (1), pp. 2-4, 2020, ISSN: 0097-8418. Links | BibTeX @article{RN749,
title = {ITiCSE 2019 working groups report},
author = {Guido RĂśĂling and Michail Giannakos},
url = {https://hdl.handle.net/11250/2650875
http://www.sigcse.org/},
doi = {http://dx.doi.org10.1145/3380469.3380471},
issn = {0097-8418},
year = {2020},
date = {2020-01-01},
journal = {SIGCSE Bulletin inroads},
volume = {52},
number = {1},
pages = {2-4},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN750,
title = {Multimodal data capabilities for learning: What can multimodal data tell us about learning?},
author = {Kshitij Sharma and Michail Giannakos},
url = {https://onlinelibrary.wiley.com/journal/14678535},
doi = {http://dx.doi.org10.1111/bjet.12993},
issn = {0007-1013},
year = {2020},
date = {2020-01-01},
journal = {British Journal of Educational Technology (BJET)},
volume = {51},
number = {5},
pages = {1450-1484},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN751,
title = {Eye-tracking and artificial intelligence to enhance motivation and learning},
author = {Kshitij Sharma and Michail Giannakos and Pierre Dillenbourg},
url = {https://hdl.handle.net/11250/2727543
http://www.slejournal.com/},
doi = {http://dx.doi.orghttps://doi.org/10.1186/s40561-020-00122-x},
issn = {2196-7091},
year = {2020},
date = {2020-01-01},
journal = {Smart Learning Environments},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Sharma, Kshitij; Leftheriotis, Ioannis; Giannakos, Michail Utilizing interactive surfaces to enhance learning, collaboration and engagement: Insights from learnersâ gaze and speech Journal Article Sensors, 20:1964 (7), 2020, ISSN: 1424-8220. Links | BibTeX @article{RN752,
title = {Utilizing interactive surfaces to enhance learning, collaboration and engagement: Insights from learnersâ gaze and speech},
author = {Kshitij Sharma and Ioannis Leftheriotis and Michail Giannakos},
url = {https://hdl.handle.net/11250/2727464
http://www.mdpi.com/journal/sensors},
doi = {http://dx.doi.org10.3390/s20071964},
issn = {1424-8220},
year = {2020},
date = {2020-01-01},
journal = {Sensors},
volume = {20:1964},
number = {7},
keywords = {},
pubstate = {published},
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|
Sharma, Kshitij; Mishra, S; Papamitsiou, Zacharoula; Munshi, A; De, B K; Biswas, Gautam; Giannakos, Michail Towards Obtaining Facial Proxies for Gaze behaviour in TEL Book Chapter The Interdisciplinarity of the Learning Sciences, 14th International Conference of the Learning Sciences (ICLS) 2020, Volume 2. Nashville, Tennessee: International Society of the Learning Sciences., pp. 616, International Society of the Learning Sciences, 2020, ISBN: 978-1-7324672-6-2. Links | BibTeX @inbook{RN753,
title = {Towards Obtaining Facial Proxies for Gaze behaviour in TEL},
author = {Kshitij Sharma and S Mishra and Zacharoula Papamitsiou and A Munshi and B K De and Gautam Biswas and Michail Giannakos},
url = {https://hdl.handle.net/11250/2727545},
isbn = {978-1-7324672-6-2},
year = {2020},
date = {2020-01-01},
booktitle = {The Interdisciplinarity of the Learning Sciences, 14th International Conference of the Learning Sciences (ICLS) 2020, Volume 2. Nashville, Tennessee: International Society of the Learning Sciences.},
pages = {616},
publisher = {International Society of the Learning Sciences},
series = {Computer-Supported Collaborative Learning Conference (CSCL)},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
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. Links | BibTeX @article{RN754,
title = {Assessing cognitive performance using physiological and facial features: Generalizing across contexts},
author = {Kshitij Sharma and Evangelos Niforatos and Michail Giannakos and Vassilis Kostakos},
url = {https://repository.isls.org/bitstream/1/6638/1/2621-2622.pdf
http://imwut.acm.org/},
doi = {http://dx.doi.orghttps://doi.org/10.1145/3411811},
issn = {2474-9567},
year = {2020},
date = {2020-01-01},
journal = {PACM on Interactive, Mobile, Wearable and Ubiquitous Technologies},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Sharma, Kshitij; Papamitsiou, Zacharoula; Olsen, Jennifer K; Giannakos, Michail Predicting learners' effortful behaviour in adaptive assessment using multimodal data Book Chapter LAK '20: Proceedings of the Tenth International Conference on Learning Analytics & Knowledge, pp. 664, Association for Computing Machinery (ACM), 2020, ISBN: 978-1-4503-7712-6. Links | BibTeX @inbook{RN755,
title = {Predicting learners' effortful behaviour in adaptive assessment using multimodal data},
author = {Kshitij Sharma and Zacharoula Papamitsiou and Jennifer K Olsen and Michail Giannakos},
url = {https://hdl.handle.net/11250/2727546},
isbn = {978-1-4503-7712-6},
year = {2020},
date = {2020-01-01},
booktitle = {LAK '20: Proceedings of the Tenth International Conference on Learning Analytics & Knowledge},
pages = {664},
publisher = {Association for Computing Machinery (ACM)},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
Cukurova, Mutlu; Giannakos, Michail; MartinezâMaldonado, Ronerto The promise and challenges of multimodal learning analytics Journal Article 51 (5), pp. 1441-1449, 2020, ISSN: 0007-1013. Links | BibTeX @article{RN724,
title = {The promise and challenges of multimodal learning analytics},
author = {Mutlu Cukurova and Michail Giannakos and Ronerto MartinezâMaldonado},
url = {https://hdl.handle.net/11250/2724721
https://onlinelibrary.wiley.com/journal/14678535},
doi = {http://dx.doi.org10.1111/bjet.13015},
issn = {0007-1013},
year = {2020},
date = {2020-01-01},
volume = {51},
number = {5},
pages = {1441-1449},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN725,
title = {An Introduction to Non-formal and Informal Science Learning in the ICT Era},
author = {Michail Giannakos},
url = {https://www.springer.com/series/11777},
doi = {http://dx.doi.org10.1007/978-981-15-6747-6_1},
issn = {2196-4963},
year = {2020},
date = {2020-01-01},
journal = {Lecture Notes in Educational Technology},
pages = {3-13},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN727,
title = {Science Learning in the ICT Era: Toward an Ecosystem Model and Research Agenda},
author = {Michail Giannakos},
url = {https://www.springer.com/series/11777},
doi = {http://dx.doi.org10.1007/978-981-15-6747-6_10},
issn = {2196-4963},
year = {2020},
date = {2020-01-01},
journal = {Lecture Notes in Educational Technology},
pages = {181-186},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Giannakos, Michail; Horn, Michael S; Read, Janet C; Markopoulos, Panos Movement forward: The continued growth of ChildâComputer Interaction research Journal Article 26 , pp. 0, 2020, ISSN: 2212-8689. Links | BibTeX @article{RN728,
title = {Movement forward: The continued growth of ChildâComputer Interaction research},
author = {Michail Giannakos and Michael S Horn and Janet C Read and Panos Markopoulos},
url = {http://www.sciencedirect.com/science/journal/22128689},
doi = {http://dx.doi.org10.1016/j.ijcci.2020.100204},
issn = {2212-8689},
year = {2020},
date = {2020-01-01},
volume = {26},
pages = {0},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN729,
title = {Advancements on Child-Computer Interaction research: Contributions from IDC 2018},
author = {Michail Giannakos and Michael S Horn and Elisa Rubegni},
url = {http://www.sciencedirect.com/science/journal/22128689},
doi = {http://dx.doi.org10.1016/j.ijcci.2020.100170},
issn = {2212-8689},
year = {2020},
date = {2020-01-01},
volume = {23-24},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Giannakos, Michail; Papamitsiou, Zacharoula; Markopoulos, Panos; Read, Janet; Hourcade, Juan Pablo Mapping childâcomputer interaction research through co-word analysis Journal Article International Journal of Child-Computer Interaction, 23-24 , pp. 17, 2020, ISSN: 2212-8689. Links | BibTeX @article{RN722,
title = {Mapping childâcomputer interaction research through co-word analysis},
author = {Michail Giannakos and Zacharoula Papamitsiou and Panos Markopoulos and Janet Read and Juan Pablo Hourcade},
url = {http://www.sciencedirect.com/science/journal/22128689},
doi = {http://dx.doi.org10.1016/j.ijcci.2020.100165},
issn = {2212-8689},
year = {2020},
date = {2020-01-01},
journal = {International Journal of Child-Computer Interaction},
volume = {23-24},
pages = {17},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Giannakos, Michail; Papavlasopoulou, Sofia; Sharma, Kshitij Monitoring Childrenâs 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. Links | BibTeX @article{RN730,
title = {Monitoring Childrenâs Learning Through Wearable Eye-Tracking: The Case of a Making-Based Coding Activity},
author = {Michail Giannakos and Sofia Papavlasopoulou and Kshitij Sharma},
url = {http://www.ieee.org/index.html},
doi = {http://dx.doi.org10.1109/MPRV.2019.2941929},
issn = {1536-1268},
year = {2020},
date = {2020-01-01},
journal = {IEEE pervasive computing},
volume = {19},
number = {1},
pages = {10-21},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2019
|
Giannakos, Michail; Sharma, Kshitij; Niforatos, Evangelos Exploring EEG signals during the different phases of game-player interaction Book Chapter 2019 11th International Conference on Virtual Worlds and Games for Serious Applications (VS-Games), pp. 270, IEEE, 2019, ISBN: 978-1-7281-4540-2. Links | BibTeX @inbook{RN763,
title = {Exploring EEG signals during the different phases of game-player interaction},
author = {Michail Giannakos and Kshitij Sharma and Evangelos Niforatos},
url = {http://hdl.handle.net/11250/2635309},
isbn = {978-1-7281-4540-2},
year = {2019},
date = {2019-01-01},
booktitle = {2019 11th International Conference on Virtual Worlds and Games for Serious Applications (VS-Games)},
pages = {270},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
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. Links | BibTeX @article{RN764,
title = {Multimodal data as a means to understand the learning experience},
author = {Michail Giannakos and Kshitij Sharma and Ilias Pappas and Vassilis Kostakos and Eduardo Velloso},
url = {http://hdl.handle.net/11250/2634859
https://www.sciencedirect.com/journal/international-journal-of-information-management},
doi = {http://dx.doi.org10.1016/j.ijinfomgt.2019.02.003},
issn = {0268-4012},
year = {2019},
date = {2019-01-01},
journal = {International Journal of Information Management},
volume = {48},
pages = {108-119},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Hourcade, Juan Pablo; Antle, Alissa N; Giannakos, Michail; Fails, Jerry Alan; Read, Janet C; Markopoulos, Panos; Garzotto, Franca; Palumbos, Andrea Child-Computer Interaction SIG: Designing for Refugee Children Book Chapter Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, pp. 3673, ACM Publications, 2019, ISBN: 978-1-4503-5971-9. Links | BibTeX @inbook{RN765,
title = {Child-Computer Interaction SIG: Designing for Refugee Children},
author = {Juan Pablo Hourcade and Alissa N Antle and Michail Giannakos and Jerry Alan Fails and Janet C Read and Panos Markopoulos and Franca Garzotto and Andrea Palumbos},
url = {http://hdl.handle.net/11250/2595128},
isbn = {978-1-4503-5971-9},
year = {2019},
date = {2019-01-01},
booktitle = {Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems},
pages = {3673},
publisher = {ACM Publications},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
Mangaroska, Katerina; Jaccheri, Maria Letizia; Vesin, Boban; Giannakos, Michail The Dynamics of Motivational and Emotional Challenges and Regulation Strategies in Customer-Driven Project-Based Learning Book Chapter 2019 IEEE 19th International Conference on Advanced Learning Technologies (ICALT), pp. 480, IEEE, Tempe, 2019, ISBN: 978-1-7281-3485-7. Links | BibTeX @inbook{RN766,
title = {The Dynamics of Motivational and Emotional Challenges and Regulation Strategies in Customer-Driven Project-Based Learning},
author = {Katerina Mangaroska and Maria Letizia Jaccheri and Boban Vesin and Michail Giannakos},
url = {http://hdl.handle.net/11250/2635521},
isbn = {978-1-7281-3485-7},
year = {2019},
date = {2019-01-01},
booktitle = {2019 IEEE 19th International Conference on Advanced Learning Technologies (ICALT)},
pages = {480},
publisher = {IEEE},
address = {Tempe},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
Papamitsiou, Zacharoula; Economides, Anastasios; Giannakos, Michail Fostering Learnersâ Performance with On-demand Metacognitive Feedback Journal Article Lecture Notes in Computer Science (LNCS), 11722 , pp. 423-435, 2019, ISSN: 0302-9743. Links | BibTeX @article{RN756,
title = {Fostering Learnersâ Performance with On-demand Metacognitive Feedback},
author = {Zacharoula Papamitsiou and Anastasios Economides and Michail Giannakos},
url = {https://hdl.handle.net/11250/2736770
http://www.springer.com/sgw/cda/frontpage/0,11855,1-164-2-73659-0,00.html},
doi = {http://dx.doi.org10.1007/978-3-030-29736-7_32},
issn = {0302-9743},
year = {2019},
date = {2019-01-01},
journal = {Lecture Notes in Computer Science (LNCS)},
volume = {11722},
pages = {423-435},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Papavlasopoulou, Sofia; Giannakos, Michail; Jaccheri, Maria Letizia Exploring childrenâs 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. Links | BibTeX @article{RN767,
title = {Exploring childrenâs learning experience in constructionism-based coding activities through design-based research},
author = {Sofia Papavlasopoulou and Michail Giannakos and Maria Letizia Jaccheri},
url = {http://hdl.handle.net/11250/2635519
http://www.sciencedirect.com/science/journal/07475632},
doi = {http://dx.doi.org10.1016/j.chb.2019.01.008},
issn = {0747-5632},
year = {2019},
date = {2019-01-01},
journal = {Computers in Human Behavior},
volume = {99},
pages = {415-427},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN768,
title = {Coding activities for children: Coupling eye-tracking with qualitative data to investigate gender differences},
author = {Sofia Papavlasopoulou and Kshitij Sharma and Michail Giannakos},
url = {http://hdl.handle.net/11250/2634615
http://www.sciencedirect.com/science/journal/07475632},
doi = {http://dx.doi.org10.1016/j.chb.2019.03.003},
issn = {0747-5632},
year = {2019},
date = {2019-01-01},
journal = {Computers in Human Behavior},
pages = {11},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{RN769,
title = {Explaining User Experience in Mobile Gaming Applications: An fsQCA Approach},
author = {Ilias Pappas and Patrick Mikalef and Michail Giannakos and Panos Kourouthanassis},
url = {http://hdl.handle.net/11250/2634622
https://www.emerald.com/insight/publication/issn/1066-2243},
doi = {http://dx.doi.org10.1108/IntR-12-2017-0479},
issn = {1066-2243},
year = {2019},
date = {2019-01-01},
journal = {Internet Research},
pages = {293-314},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Read, Janet C; Fitton, Daniel; Gavin, Sim; Bjorklund, Martha; Giannakos, Michail; Clarke, Suzanne; van Mechelen, Maarten; Borum, Nanna; Perry, Steve IDC Methods into Industry and Innovation Book Chapter IDC '19: Proceedings of the 18th ACM International Conference on Interaction Design and Children, pp. 766, Association for Computing Machinery (ACM), 2019, ISBN: 978-1-4503-6690-8. Links | BibTeX @inbook{RN770,
title = {IDC Methods into Industry and Innovation},
author = {Janet C Read and Daniel Fitton and Sim Gavin and Martha Bjorklund and Michail Giannakos and Suzanne Clarke and Maarten van Mechelen and Nanna Borum and Steve Perry},
url = {http://hdl.handle.net/11250/2583163
https://www.emeraldinsight.com/doi/full/10.1108/IntR-12-2017-0479},
isbn = {978-1-4503-6690-8},
year = {2019},
date = {2019-01-01},
booktitle = {IDC '19: Proceedings of the 18th ACM International Conference on Interaction Design and Children},
pages = {766},
publisher = {Association for Computing Machinery (ACM)},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
Sharma, Kshitij; Dillenbourg, Pierre; Giannakos, Michail; Sharma, Kshitij; Papavlasopoulou, Sofia; Giannakos, Michail Stimuli-Based Gaze Analytics to Enhance Motivation and Learning in MOOCs
Coding games and robots to enhance computational thinking: How collaboration and engagement moderate childrenâs attitudes? Book Chapter 2019 IEEE 19th International Conference on Advanced Learning Technologies (ICALT), 21 , pp. 480, IEEE, 2019, ISBN: 978-1-7281-3485-7
2212-8689. Links | BibTeX @inbook{RN772,
title = {Stimuli-Based Gaze Analytics to Enhance Motivation and Learning in MOOCs
Coding games and robots to enhance computational thinking: How collaboration and engagement moderate childrenâs attitudes?},
author = {Kshitij Sharma and Pierre Dillenbourg and Michail Giannakos and Kshitij Sharma and Sofia Papavlasopoulou and Michail Giannakos},
url = {https://hdl.handle.net/11250/2648299
http://www.sciencedirect.com/science/journal/22128689},
doi = {http://dx.doi.org10.1016/j.ijcci.2019.04.004},
isbn = {978-1-7281-3485-7
2212-8689},
year = {2019},
date = {2019-01-01},
booktitle = {2019 IEEE 19th International Conference on Advanced Learning Technologies (ICALT)},
volume = {21},
pages = {480},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
Sharma, Kshitij; Papamitsiou, Zacharoula; Giannakos, Michail Building pipelines for educational data using AI and multimodal analytics: A âgreyâboxâ approach Journal Article British Journal of Educational Technology (BJET), 50 (6), pp. 3004-3031, 2019, ISSN: 0007-1013. Links | BibTeX @article{RN757,
title = {Building pipelines for educational data using AI and multimodal analytics: A âgreyâboxâ approach},
author = {Kshitij Sharma and Zacharoula Papamitsiou and Michail Giannakos},
url = {http://hdl.handle.net/11250/2635522
https://onlinelibrary.wiley.com/journal/14678535},
doi = {http://dx.doi.org10.1111/bjet.12854},
issn = {0007-1013},
year = {2019},
date = {2019-01-01},
journal = {British Journal of Educational Technology (BJET)},
volume = {50},
number = {6},
pages = {3004-3031},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|