DocumentCode
737199
Title
Towards an Educator-Centred Digital Teaching Platform: The Ground Conditions for a Data-Driven Approach
Author
Koster, Andrew ; Primo, Tiago ; Koch, Fernando ; Oliveira, Allysson ; Chung, Hyunkwon
fYear
2015
fDate
6-9 July 2015
Firstpage
74
Lastpage
75
Abstract
We introduce innovations in a Digital Teaching Platform (DTP) through tools centred on supporting the teacher. We focus on the utilisation of data about the students and the class in order to recommend actions and content for the teacher. For this, we need a platform with novel capabilities. First, we augment the content delivery application with data collecting capabilities. Second, we create a cloud-based analytics engine that infers student profiles and context parameters from multi-modal sources. Third, we provide a web-based platform for content composition that makes use of the inferred student and context profiles to support teachers in lesson planning. Our solution implements the complete cycle from content composition to delivery and adjustment, allowing for the research and development of new features and intelligences in Digital Education.
Keywords
Context; Data mining; Education; Planning; Recommender systems; Technological innovation; Videos; Digital Education Platform; Learning Analytics;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Learning Technologies (ICALT), 2015 IEEE 15th International Conference on
Conference_Location
Hualien, Taiwan
Type
conf
DOI
10.1109/ICALT.2015.124
Filename
7265268
Link To Document