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Survey results 2019 by technologies and regions for Computer Science and Software Engineering

Exploring the data by regions

discipline:
AerospaceBiomedical EngineeringChemical and Biochemical EngineeringCivil EngineeringComputer Science and Software Engineering
Control SystemsElectrical and Computer EngineeringElectronicsEnergyGeoscience and Remote Sensing
IndustrialMechanical EngineeringOtherRoboticsTechnology and Engineering Education
TelecommunicationsVehicular TechnologyAll disciplines
Technologies Votes Regions - Votes(%)
Europe North America South America Asia and Oceania Africa The Worldwide
Adaptive and personalized learning 3336.3618.183.0312.1224.2415.28
Chatbots and Virtual assistants 650.0016.67--33.332.78
Cloud computing 1915.7926.3210.5310.5310.538.80
Digital accreditations (badges, free and paid digital diplomas) 2-50.0050.00--0.93
Digital Twins 475.00---25.001.85
Distributed remote labs (federated remote labs) 250.00--50.00-0.93
Games & Serious games to foster student's engagement and motivation 862.50-12.5025.00-3.70
Intelligent tutoring system 1942.1115.79-5.2626.328.80
Internet of Things applications and its use in the classroom/laboratory 1353.85-15.387.6923.086.02
Learning analytics 2857.1421.4310.713.577.1412.96
Massive Open Online Courses 1118.189.099.0927.2727.275.09
Mobile apps 1833.3311.11-11.1127.788.33
Open Educational Resources and Practices 2020.0010.0010.0025.0020.009.26
Peer online assessment 3100.00----1.39
Remote labs 366.67--33.33-1.39
Robotics in the classroom to enhance student motivation 911.1111.1122.2233.3322.224.17
Virtual labs 147.1435.71-14.2928.576.48
XR and immersive environments 425.00--50.0025.001.85
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