| 56293 |
Creator |
3a7e1208601d2480ab76f5a4888d255f |
| 56293 |
Creator |
c79cc1129e553cdca30fa856443ac46e |
| 56293 |
Creator |
378d6907496287e18868e4f26a70f775 |
| 56293 |
Creator |
9f581980143f936c373120fa3c732cd9 |
| 56293 |
Date |
2018-06-20 |
| 56293 |
Is Part Of |
repository |
| 56293 |
abstract |
Recommender systems in e-learning platforms, can utilise various data about learners
in order to provide them with the next best material to study. We build on our previous
work, which defines the recommendations in terms of two measures (i.e. relevance and
effort) calculated from data of successful students in the previous runs of the courses.
In this paper we investigate the impact of students’ socio-demographic factors and
analyse how these factors improved the recommendation. It has been shown that education
and age were found to have a significant impact on engagement with materials. |
| 56293 |
authorList |
authors |
| 56293 |
editorList |
editors |
| 56293 |
presentedAt |
ext-d23e65e5adcec7a927617cbc1605cf4c |
| 56293 |
status |
peerReviewed |
| 56293 |
uri |
http://data.open.ac.uk/oro/document/785216 |
| 56293 |
uri |
http://data.open.ac.uk/oro/document/785217 |
| 56293 |
uri |
http://data.open.ac.uk/oro/document/785218 |
| 56293 |
uri |
http://data.open.ac.uk/oro/document/785219 |
| 56293 |
uri |
http://data.open.ac.uk/oro/document/785220 |
| 56293 |
uri |
http://data.open.ac.uk/oro/document/785221 |
| 56293 |
uri |
http://data.open.ac.uk/oro/document/785222 |
| 56293 |
volume |
10948 |
| 56293 |
type |
AcademicArticle |
| 56293 |
type |
Article |
| 56293 |
label |
Huptych, Michal ; Hlosta, Martin ; Zdrahal, Zdenek and Kocvara, Jakub (2018). Investigating
Influence of Demographic Factors on Study Recommenders. In: Artificial Intelligence
in Education (Rosé, Carolyn Penstein; Martínez-Maldonado, Roberto; Hoppe, H. Ulrich;
Luckin, Rose; Mavrikis, Manolis; Porayska-Pomsta, Kaska; McLaren, Bruce and du Boulay,
Benedict eds.), Lecture Notes in Artificial Intelligence, Springer, Cham, pp. 150–154. |
| 56293 |
label |
Huptych, Michal ; Hlosta, Martin ; Zdrahal, Zdenek and Kocvara, Jakub (2018).
Investigating Influence of Demographic Factors on Study Recommenders. In: Artificial
Intelligence in Education (Rosé, Carolyn Penstein; Martínez-Maldonado, Roberto; Hoppe,
H. Ulrich; Luckin, Rose; Mavrikis, Manolis; Porayska-Pomsta, Kaska; McLaren, Bruce
and du Boulay, Benedict eds.), Lecture Notes in Artificial Intelligence, Springer,
Cham, pp. 150–154. |
| 56293 |
Publisher |
ext-1c5ddec173ca8cdfba8b274309638579 |
| 56293 |
Title |
Investigating Influence of Demographic Factors on Study Recommenders |
| 56293 |
in dataset |
oro |