@inproceedings{giannakos2020proceedings,

title = {Proceedings of CrossMMLA in practice: Collecting, annotating and analyzing multimodal data across spaces co-located with 10th International Learning and Analytics Conference (LAK 2020)},

author = {MN Giannakos and D Spikol and I Molenaar and D Di Mitri and K Sharma and X Ochoa and R Hammad},

year  = {2020},

date = {2020-01-01},

booktitle = {CEUR Workshop Proceedings; vol. 2610},

organization = {Aachen, Germany: CEUR-WS},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{lee2020motion,

title = {Motion-based educational games: Using multi-modal data to predict player’s performance},

author = {Serena Lee-Cultura and Kshitij Sharma and Sofia Papavlasopoulou and Michail Giannakos},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 IEEE conference on games (cog)},

pages = {17–24},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{lee2020children,

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},

year  = {2020},

date = {2020-01-01},

booktitle = {Extended Abstracts of the 2020 Annual Symposium on Computer-Human Interaction in Play},

pages = {140–145},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mangaroska2019cross,

title = {Cross-platform analytics: A step towards personalization and adaptation in education},

author = {Katerina Mangaroska and Boban Vesin and Michail Giannakos},

year  = {2019},

date = {2019-01-01},

booktitle = {Proceedings of the 9th international conference on learning analytics & knowledge},

pages = {71–75},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{hourcade2019child,

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},

year  = {2019},

date = {2019-01-01},

booktitle = {Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems},

pages = {1–4},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{read2019acm,

title = {ACM's New SIGCHI Extended Abstracts Sample File.},

author = {Janet C Read and Dan Fitton and Gavin Sim and Michail N Giannakos and Maarten Van Mechelen and Martha Bjorklund and Suzanne Clarke and Nanna Borum and Steve Perry},

year  = {2019},

date = {2019-01-01},

booktitle = {IDC},

pages = {676–680},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{sharma2019joint,

title = {Joint emotional state of children and perceived collaborative experience in coding activities},

author = {Kshitij Sharma and Sofia Papavlasopoulou and Michail Giannakos},

year  = {2019},

date = {2019-01-01},

booktitle = {Proceedings of the 18th ACM international conference on interaction design and children},

pages = {133–145},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{tisza2019role,

title = {The role of age and gender on implementing informal and non-formal science learning activities for children},

author = {Gabriella Tisza and Sofia Papavlasopoulou and Dimitra Christidou and Iro Voulgari and Netta Iivari and Michail N Giannakos and Marianne Kinnula and Panos Markopoulos},

year  = {2019},

date = {2019-01-01},

booktitle = {Proceedings of the FabLearn Europe 2019 Conference},

pages = {1–9},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{sharma2019modelling,

title = {Modelling learners’ behaviour: A novel approach using garch with multimodal data},

author = {Kshitij Sharma and Zacharoula Papamitsiou and Michail N Giannakos},

year  = {2019},

date = {2019-01-01},

booktitle = {Transforming Learning with Meaningful Technologies: 14th European Conference on Technology Enhanced Learning, EC-TEL 2019, Delft, The Netherlands, September 16–19, 2019, Proceedings 14},

pages = {450–465},

organization = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{giannakos2019exploring,

title = {Exploring EEG signals during the different phases of game-player interaction},

author = {Michail N Giannakos and Kshitij Sharma and Evangelos Niforatos},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 11th International Conference on Virtual Worlds and Games for Serious Applications (VS-Games)},

pages = {1–8},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{vourvopoulos2019eeglass,

title = {EEGlass: An EEG-eyeware prototype for ubiquitous brain-computer interaction},

author = {Athanasios Vourvopoulos and Evangelos Niforatos and Michail Giannakos},

year  = {2019},

date = {2019-01-01},

booktitle = {Adjunct proceedings of the 2019 ACM international joint conference on pervasive and ubiquitous computing and proceedings of the 2019 ACM international symposium on wearable computers},

pages = {647–652},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{read2019idc,

title = {IDC Methods into Industry and Innovation},

author = {Janet C Read and Dan Fitton and Gavin Sim and Martha Bjorklund and Michail Giannakos and Suzanne Clarke and Maarten Van Mechelen and Nanna Borum and Steve Perry},

year  = {2019},

date = {2019-01-01},

booktitle = {Proceedings of the 18th ACM International Conference on Interaction Design and Children},

pages = {676–680},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mangaroska2019dynamics,

title = {The Dynamics of Motivational and Emotional Challenges and Regulation Strategies in Customer-Driven Project-based Learning},

author = {Katerina Mangaroska and Letizia Jaccheri and Boban Vesin and Michail Giannakos},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 IEEE 19th International Conference on Advanced Learning Technologies (ICALT)},

volume = {2161},

pages = {367–371},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{sharma2019stimuli,

title = {Stimuli-based gaze analytics to enhance motivation and learning in MOOCs},

author = {Kshitij Sharma and Pierre Dillenbourg and Michail Giannakos},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 IEEE 19th International Conference on Advanced Learning Technologies (ICALT)},

volume = {2161},

pages = {199–203},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mangaroska2019elo,

title = {Elo-rating method: Towards adaptive assessment in e-learning},

author = {Katerina Mangaroska and Boban Vesin and Michail Giannakos},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 IEEE 19th international conference on advanced learning technologies (ICALT)},

volume = {2161},

pages = {380–382},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{papamitsiou2019fostering,

title = {Fostering learners’ performance with on-demand metacognitive feedback},

author = {Zacharoula Papamitsiou and Anastasios A Economides and Michail N Giannakos},

year  = {2019},

date = {2019-01-01},

booktitle = {Transforming Learning with Meaningful Technologies: 14th European Conference on Technology Enhanced Learning, EC-TEL 2019, Delft, The Netherlands, September 16–19, 2019, Proceedings 14},

pages = {423–435},

organization = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{giannakos2019technology,

title = {Technology-enhanced organizational learning: A systematic literature review},

author = {Michail N Giannakos and Patrick Mikalef and Ilias O Pappas},

year  = {2019},

date = {2019-01-01},

booktitle = {Digital Transformation for a Sustainable Society in the 21st Century: 18th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2019, Trondheim, Norway, September 18–20, 2019, Proceedings 18},

pages = {573–584},

organization = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{vesin2018protus,

title = {ProTuS-Interactive Learning Analytics Tool},

author = {Boban Vesin and Katerina Mangaroska and Michail Giannakos and Hallvard Trætteberg},

year  = {2018},

date = {2018-01-01},

booktitle = {Research demo at the 8th International Learning Analytics and Knowledge (LAK) Conference, Sydney, Australia},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{papamitsiou2018explaining,

title = {Explaining learning performance using response-time, self-regulation and satisfaction from content: an fsQCA approach},

author = {Zacharoula Papamitsiou and Anastasios A Economides and Ilias O Pappas and Michail N Giannakos},

year  = {2018},

date = {2018-01-01},

booktitle = {Proceedings of the 8th international conference on learning analytics and knowledge},

pages = {181–190},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mangaroska2018gaze,

title = {Gaze insights into debugging behavior using learner-centred analysis},

author = {Katerina Mangaroska and Kshitij Sharma and Michail Giannakos and Hallvard Trætteberg and Pierre Dillenbourg},

year  = {2018},

date = {2018-01-01},

booktitle = {Proceedings of the 8th international conference on learning analytics and knowledge},

pages = {350–359},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{papavlasopoulou2018discovering,

title = {Discovering children's competences in coding through the analysis of Scratch projects},

author = {Sofia Papavlasopoulou and Michail N Giannakos and Letizia Jaccheri},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 IEEE Global Engineering Education Conference (EDUCON)},

pages = {1127–1133},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mikalef2018human,

title = {The human side of big data: Understanding the skills of the data scientist in education and industry},

author = {Patrick Mikalef and Michail N Giannakos and Ilias O Pappas and John Krogstie},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 IEEE global engineering education conference (EDUCON)},

pages = {503–512},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{sharma2018kid,

title = {Kid Coding Games and Artistic Robots: Attitudes and Gaze Behavior},

author = {Kshitij Sharma and Sofia Papavlasopoulou and Michail Giannakos and Letizia Jaccheri},

year  = {2018},

date = {2018-01-01},

booktitle = {Proceedings of the Conference on Creativity and Making in Education},

pages = {64–71},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{sharma2018evidence,

title = {Evidence for programming strategies in university coding exercises},

author = {Kshitij Sharma and Katerina Mangaroska and Halvard Trætteberg and Serena Lee-Cultura and Michail Giannakos},

year  = {2018},

date = {2018-01-01},

booktitle = {Lifelong Technology-Enhanced Learning: 13th European Conference on Technology Enhanced Learning, EC-TEL 2018, Leeds, UK, September 3-5, 2018, Proceedings 13},

pages = {326–339},

organization = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mangaroska2018implementation,

title = {Implementation of elo-rating method in recommending coding exercises to programming students},

author = {Katerina Mangaroska and Özlem Özgöbek and Boban Vesin and Michail Giannakos},

year  = {2018},

date = {2018-01-01},

booktitle = {Norsk Konferanse for Organisasjoners Bruk at IT},

volume = {26},

pages = {1–3},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{giannakos2018learner,

title = {Learner-computer interaction},

author = {Michail Giannakos and Kshitij Sharma and Roberto Martinez-Maldonado and Pierre Dillenbourg and Yvonne Rogers},

year  = {2018},

date = {2018-01-01},

booktitle = {Proceedings of the 10th Nordic Conference on Human-Computer Interaction},

pages = {968–971},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{luxton2018introductory,

title = {Introductory programming: a systematic literature review},

author = {Andrew Luxton-Reilly and Simon and Ibrahim Albluwi and Brett A Becker and Michail Giannakos and Amruth N Kumar and Linda Ott and James Paterson and Michael James Scott and Judy Sheard and others},

year  = {2018},

date = {2018-01-01},

booktitle = {Proceedings companion of the 23rd annual ACM conference on innovation and technology in computer science education},

pages = {55–106},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{giannakos2018idc,

title = {IDC 2018 chairs' welcome},

author = {Michail N Giannakos and Letizia Jaccheri and Monica Divitini and Monica Landoni and Svetlana Yarosh},

year  = {2018},

date = {2018-01-01},

booktitle = {IDC 2018-Proceedings of the 2018 ACM Conference on Interaction Design and Children},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{pappas2017social,

title = {Social media and analytics for competitive performance: a conceptual research framework},

author = {Ilias O Pappas and Patrick Mikalef and Michail N Giannakos and John Krogstie and George Lekakos},

year  = {2017},

date = {2017-01-01},

booktitle = {Business Information Systems Workshops: BIS 2016 International Workshops, Leipzig, Germany, July 6-8, 2016, Revised Papers 19},

pages = {209–218},

organization = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{divitini2017make2learn,

title = {Make2Learn with IoT: Engaging children into joyful design and making of interactive connected objects},

author = {Monica Divitini and Michail N Giannakos and Simone Mora and Sofia Papavlasopoulou and Ole Sejer Iversen},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the 2017 Conference on Interaction Design and Children},

pages = {757–760},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{pappas2017mobile,

title = {Mobile learning adoption through the lens of complexity theory and fsQCA},

author = {Ilias O Pappas and Luka Cetusic and Michail N Giannakos and Letizia Jaccheri},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE global engineering education conference (EDUCON)},

pages = {536–541},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{giannakos2017identifying,

title = {Identifying dropout factors in information technology education: A case study},

author = {Michail N Giannakos and Trond Aalberg and Monica Divitini and Letizia Jaccheri and Patrick Mikalef and Ilias O Pappas and Guttorm Sindre},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE global engineering education conference (EDUCON)},

pages = {1187–1194},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mavroudi2017local,

title = {Local communities of computing education in Norway},

author = {Anna Mavroudi and Monica Divitini and Michail Giannakos and Letizia Jaccheri},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE Global Engineering Education Conference (EDUCON)},

pages = {1806–1810},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mavroudi2017motivating,

title = {Motivating students with Mobiles, Ubiquitous applications and the Internet of Things for STEM (MUMI4STEM)},

author = {Anna Mavroudi and Anastasios A Economides and Olga Fragkou and Stavros A Nikou and Monica Divitini and Michail Giannakos and Achilleas Kameas},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE Global Engineering Education Conference (EDUCON)},

pages = {37–38},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{papavlasopoulou2017reviewing,

title = {Reviewing the affordances of tangible programming languages: Implications for design and practice},

author = {Sofia Papavlasopoulou and Michail N Giannakos and Letizia Jaccheri},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE Global Engineering Education Conference (EDUCON)},

pages = {1811–1816},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{papavlasopoulou2017using,

title = {Using eye-tracking to unveil differences between kids and teens in coding activities},

author = {Sofia Papavlasopoulou and Kshitij Sharma and Michail Giannakos and Letizia Jaccheri},

year  = {2017},

date = {2017-01-01},

booktitle = {proceedings of the 2017 conference on interaction design and children},

pages = {171–181},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{pappas2017value,

title = {Value co-creation and trust in social commerce: An fsQCA approach},

author = {Ilias Pappas and Patrick Mikalef and Michail Giannakos and Paul Pavlou},

year  = {2017},

date = {2017-01-01},

booktitle = {The 25th European Conference on Information Systems (ECIS)},

organization = {Association for Information Systems},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{sergis2017enhancing,

title = {Enhancing student digital skills: Adopting an ecosystemic School Analytics approach},

author = {Stylianos Sergis and Demetrios G Sampson and Michail Giannakos},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE 17th International Conference on Advanced Learning Technologies (ICALT)},

pages = {21–25},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{pappas2017exploratory,

title = {An Exploratory Study on the Influence of Cognitive and Affective Characteristics in Programming-Based Making Activities},

author = {Ilias O Pappas and Sofia Papavlasopoulou and Michail N Giannakos and Demetrios G Sampson},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE 17th International Conference on Advanced Learning Technologies (ICALT)},

pages = {507–511},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mangaroska2017learning,

title = {Learning analytics for learning design: Towards evidence-driven decisions to enhance learning},

author = {Katerina Mangaroska and Michail Giannakos},

year  = {2017},

date = {2017-01-01},

booktitle = {Data Driven Approaches in Digital Education: 12th European Conference on Technology Enhanced Learning, EC-TEL 2017, Tallinn, Estonia, September 12–15, 2017, Proceedings 12},

pages = {428–433},

organization = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{pappas2017motivations,

title = {Motivations and emotions in social media: explaining users’ satisfaction with FsQCA},

author = {Ilias O Pappas and Sofia Papavlasopoulou and Panos E Kourouthanassis and Patrick Mikalef and Michail N Giannakos},

year  = {2017},

date = {2017-01-01},

booktitle = {Digital Nations–Smart Cities, Innovation, and Sustainability: 16th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2017, Delhi, India, November 21–23, 2017, Proceedings 16},

pages = {375–387},

organization = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mikalef2017determining,

title = {Determining consumer engagement in word-of-mouth: Trust and network ties in a social commerce setting},

author = {Patrick Mikalef and Ilias O Pappas and Michail N Giannakos and Kshitij Sharma},

year  = {2017},

date = {2017-01-01},

booktitle = {Digital Nations–Smart Cities, Innovation, and Sustainability: 16th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2017, Delhi, India, November 21–23, 2017, Proceedings 16},

pages = {351–362},

organization = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mikalef2017online,

title = {Online reviews or marketer information? An eye-tracking study on social commerce consumers},

author = {Patrick Mikalef and Kshitij Sharma and Ilias O Pappas and Michail N Giannakos},

year  = {2017},

date = {2017-01-01},

booktitle = {Digital Nations–Smart Cities, Innovation, and Sustainability: 16th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2017, Delhi, India, November 21–23, 2017, Proceedings 16},

pages = {388–399},

organization = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{giannakos2017role,

title = {The role of contemporary skills in information technology professionals: An FsQCA approach},

author = {Michail N Giannakos and Ilias O Pappas and Patrick Mikalef},

year  = {2017},

date = {2017-01-01},

booktitle = {Digital Nations–Smart Cities, Innovation, and Sustainability: 16th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2017, Delhi, India, November 21–23, 2017, Proceedings 16},

pages = {485–496},

organization = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}