Title :
Creating an E-Learning recommender system supporting teachers of engineering disciplines
Author :
Soldatova, Elena ; Bach, U. ; Vossen, R. ; Jeschke, Sabina
Author_Institution :
Inst. Cluster IMA/ZLW&IfU, RWTH Aachen Univ., Aachen, Germany
Abstract :
Numerous reviews and studies have shown that Learning Management Systems at university level often are lacking from a number of characteristics such as the support of various didactical approaches, the possibility to consider different specifics of engineering disciplines or a lecturer friendly interface. In this paper, a new recommender system is proposed for teaching staff of engineering disciplines; the novelty of the recommender system is that criteria used by the system are based on standards for engineering education in conjunction with the framework for pedagogical evaluation of Virtual Learning Environments. The suitability assessment scenario being suggested identifies the various needs of teaching staff member with regards to his/her course, teaching methods and also suggests tools that are necessary to increase functionality.
Keywords :
computer aided instruction; educational courses; engineering education; personnel; recommender systems; teaching; e-learning recommender system; engineering disciplines; engineering education; learning management systems; pedagogical evaluation; staff member; suitability assessment scenario; teaching method; university level; virtual learning environments; Educational institutions; Electronic learning; Engineering education; Least squares approximations; Recommender systems; Standards; e-learning; engineering education; recommender system;
Conference_Titel :
Interactive Collaborative Learning (ICL), 2013 International Conference on
Conference_Location :
Kazan
DOI :
10.1109/ICL.2013.6644713