Layered evaluation of adaptive learning systems
نویسندگان
چکیده
منابع مشابه
Layered evaluation of adaptive learning systems
This paper suggests an alternative to the traditional ‘as a whole’ approach of evaluating adaptive learning systems (ALS), and adaptive systems, in general. We argue that the commonly recognised models of adaptive systems can be used as a basis for a layered evaluation that offers certain benefits to the developers of ALS. Therefore, we propose the layered evaluation framework, where the succes...
متن کاملLayered Evaluation of Adaptive Search
The goal of this paper is to discuss how adaptive search systems should be evaluated. We argue that a state-of-the art evaluation of adaptive search systems should follow a “layered evaluation” approach. To support and explain this argument we describe how layered approach was applied to evaluation of adaptive search component of Knowledge Sea II system that is powered by a social navigation su...
متن کاملAdaptive E-learning Systems: Evaluation Issues
The large variety of user-adaptive educational hypermedia systems available requires techniques for evaluation and comparison with other adaptive systems. In this paper the current evaluation approaches used for assessing intelligent e-learning environments are presented. The paper discusses important issues emerging from research on system evaluation that focuses on both social and practical a...
متن کاملLayered Learning in Multiagent Systems
Multi-agent systems in complex, real-time domains require agents to act e ectively both autonomously and as part of a team. This dissertation addresses multi-agent systems consisting of teams of autonomous agents acting in real-time, noisy, collaborative, and adversarial environments. Because of the inherent complexity of this type of multi-agent system, this thesis investigates the use of mach...
متن کاملEvaluation of adaptive systems
Unambiguously, adaptive systems have to be evaluated empirically to guarantee that the adaptivity really works. Nevertheless, only few of the existing adaptive systems have been evaluated. One of the most important reasons for this lack is, that measures for adaptivity success have not been investigated systematically up to now. The aim of this PhD thesis is to explore a methodology for the emp...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Continuing Engineering Education and Lifelong Learning
سال: 2004
ISSN: 1560-4624,1741-5055
DOI: 10.1504/ijceell.2004.005729