Abstract
The NetScila22 workshop builds on the previous iterations of network analysis workshops. The current year themes addressed educational challenges as well as opportunities for future research and for strengthening the community. The workshop included valuable discussions and interactions with both experts and emerging researchers. Such discussions were augmented by a survey that gathered insights form workshop attendees. The discussants recommended improving methodological rigor, leveraging methods that positively impact learning, address data issues, e.g., collection, privacy and reporting as well as better alignment with theory. Other recommendations proposed human-centred artificial intelligence approaches grounded on cognitive science, better communication with stakeholders, sharing ideas within the community and organizing hands-on seminar. The workshop also included presentations that address methodological advances and future opportunities, e.g., temporal networks, semantic networks and attention network.
Original language | English |
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Pages (from-to) | 41-46 |
Number of pages | 6 |
Journal | CEUR Workshop Proceedings |
Volume | 3258 |
State | Published - 2022 |
Externally published | Yes |
Event | NetSciLA 2022 Workshop "Networks and Learning Analytics: Addressing Educational Challenges", NetSciLA 2022 - Virtual, Online Duration: 22 Mar 2022 → … |
Keywords
- learning analytics
- network analysis
- network science
- semantic networks
- temporal network analysis