Adaptive E-learning for Supporting Motivation in the Context of Engineering Science

被引:2
作者
Bauer, Mathias [1 ]
Braeuer, Cassandra [1 ]
Schuldt, Jacqueline [1 ]
Kroemker, Heidi [1 ]
机构
[1] Ilmenau Univ Technol, Ilmenau, Germany
来源
ADVANCES IN HUMAN FACTORS IN TRAINING, EDUCATION, AND LEARNING SCIENCES | 2019年 / 785卷
关键词
Adaptation; Adaptive E-learning; Engineering science; Focus groups; Motivation; Layered evaluation; User as wizard; HYPERMEDIA;
D O I
10.1007/978-3-319-93882-0_39
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Current e-learning environments rely on adaptive user-centered approaches rather than static learning material, that is presented to the learner in a linear way, to maintain motivation and prevent learning blocks. The goal of the research project "SensoMot - Sensor Measures of Motivation for Adaptive Learning" is to detect critical motivational incidents based on sensor data and self-reports. By deriving suitable adaptation mechanisms, the learning process should be controlled to match the learner's motivation. Learning blocks should be detected at an early stage by means of unobtrusive, non-reactive sensors and the learning contents should be adapted accordingly. The focus of the present study is especially on the adaptation in e-learning for supporting motivation in the context of engineering science.
引用
收藏
页码:409 / 422
页数:14
相关论文
共 16 条
[1]   SELF-EFFICACY - TOWARD A UNIFYING THEORY OF BEHAVIORAL CHANGE [J].
BANDURA, A .
PSYCHOLOGICAL REVIEW, 1977, 84 (02) :191-215
[2]  
Brophy J.E., 2010, MOTIVATING STUDENTS, V3rd
[3]  
Brusilovsky P, 1998, ADAPTIVE HYPERTEXT AND HYPERMEDIA, P1
[4]  
Brusilovsky P, 2000, LECT NOTES COMPUT SC, V1839, P1
[5]  
Brusilovsky P., 2001, LNCS, V2109, P1
[6]  
Domagk S., 2008, THESIS, V9
[7]  
Hartnett M., 2016, MOTIVATION ONLINE ED
[8]   AH 12 years later: a comprehensive survey of adaptive hypermedia methods and techniques [J].
Knutov, Evgeny ;
De Bra, Paul ;
Pechenizkiy, Mykola .
NEW REVIEW OF HYPERMEDIA AND MULTIMEDIA, 2009, 15 (01) :5-38
[9]  
Krapp A., 1992, ROLE INTEREST LEARNI, P3
[10]  
Kromker H., 2015, 10 ING REG 2015 ANW