Postgraduate Course: Adaptive Learning Environments 1 (Level 11) (INFR11069)
|School||School of Informatics
||College||College of Science and Engineering
|Credit level (Normal year taken)||SCQF Level 11 (Year 4 Undergraduate)
||Availability||Available to all students
|Summary||Computer based tools and learning environments are increasingly used in teaching and learning. This course explores how such educational systems can be made more adaptive and interactive, in order to improve the quality and effectiveness of the teaching that they provide. The theoretical basis of adaptive learning environments will be examined. A number of techniques and examples of existing systems will be considered, This course aims to better equip students with the skills to design and evaluate intelligent and adaptive educational systems. The course presentation will comprise a mixture of lectures and group-based task-led seminars.
The issues addressed will include the following:
Previous development of teaching systems and limitations; adaptivity in relation to the domain and the learner
Methodology: empirically informed and user centred design; involving students and teachers in the design process
Modelling and simulating domain knowledge; qualititative modelling
Modelling the user: diagnosis, errors and misconceptions; modelling affect
Pedagogical Issues: theoretical and educational basis of teaching tools; using Pedagogical Agents;
Models of interaction and communication; Educational dialogue;
Evaluating the design and effectiveness of educational software;
Recent developments and the state of the art.
Relevant QAA Computing Curriculum Sections: Artificial Intelligence, Human-Computer Interaction (HCI), Intelligent Information Systems Technologies, Multimedia
Entry Requirements (not applicable to Visiting Students)
||Other requirements|| This course is open to all Informatics students including those on joint degrees. For external students where this course is not listed in your DPT, please seek special permission from the course organiser.
Information for Visiting Students
|High Demand Course?
Course Delivery Information
|Academic year 2017/18, Available to all students (SV1)
|Learning and Teaching activities (Further Info)
Lecture Hours 20,
Summative Assessment Hours 2,
Programme Level Learning and Teaching Hours 2,
Directed Learning and Independent Learning Hours
|Assessment (Further Info)
|Additional Information (Assessment)
||The first coursework assignment will be a review of current systems, in conjunction with a design of a pedagogical system (or component of one), using knowledge of current systems to inform the design.
The second coursework assignment will be a literature review of recent developments and the state of the art in a topic area relevant to the course.
You should expect to spend approximately 20 hours on the coursework for this course.
If delivered in semester 1, this course will have an option for semester 1 only visiting undergraduate students, providing assessment prior to the end of the calendar year.
||Hours & Minutes
|Main Exam Diet S2 (April/May)||Adaptive Learning Environments 1||2:00|
On completion of this course, the student will be able to:
- Demonstrate knowledge of theoretical approaches and methods used in previous systems through their application to new teaching tasks
- Demonstrate an understanding of the design issues in developing educational tools and environments through completing a number of design tasks.
- Identify appropriate techniques for use in the design and implementation of adaptive learning environments, and assess their relative strengths and weaknesses in relation to specific tasks.
- Describe methods that can be used to evaluate educational systems and apply these to existing systems.
- Critically evaluate the state of the art in selected topics through a literature review.
|* A reading pack of research papers, and references to specific systems, will be provided.|
* Further references sources will be recommended as required.
|Course organiser||Dr Helen Pain
Tel: (0131 6)50 8485
|Course secretary||Mr Gregor Hall
Tel: (0131 6)50 5194