• 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