E-Assessment Systems and Online Learning with Adaptive Testing

In this paper we explain how a systematic approach to design Assessment as a Service on a cloud with SOA architecture can exploit add on functionalities like online learning with interactive assessment as a type of formative and integrative assessment for the learning process. The idea is realized by a system (computer based program) that systematically asks questions and leads the students towards knowledge construction and discovery. The system should be as simple as possible and intelligent enough to enable the realization of this idea. This online learning tool with adaptive testing uses software agents, where several strategies define the agent’s behavior. We observed that the strategy “3 correct answers in a row” performs the best.

[1]  Krzysztof Nowicki,et al.  A Highly Scalable, Modular Architecture for Computer Aided Assessment e-Learning Systems , 2011 .

[2]  E.J.R. Koper,et al.  Building The European Network for Lifelong Competence Development , 2008 .

[3]  Bernard R. Gifford,et al.  Computer-Based Assessment in E-Learning: A Framework for Constructing "Intermediate Constraint" Questions and Tasks for Technology Platforms , 2006 .

[4]  Christoph Peylo,et al.  W2 - Adaptive and Intelligent Web-Based Education Systems , 2003, Intelligent Tutoring Systems.

[5]  Colin Tattersall,et al.  The Learning Design Specification , 2005 .

[6]  Howard Wainer,et al.  Computerized Adaptive Testing: A Primer , 2000 .

[7]  Thanos Patelis An Overview of Computer-Based Testing , 2000 .

[8]  Cynthia G. Parshall,et al.  Innovative Items for Computerized Testing , 2009 .

[9]  Alexandros Paramythis,et al.  Adaptive Learning Environments and e-Learning Standards. , 2004 .

[10]  C Kaernbach,et al.  Simple adaptive testing with the weighted up-down method , 1991, Perception & psychophysics.

[11]  Zoran Budimac,et al.  Software agents: Languages, tools, platforms , 2011, Comput. Sci. Inf. Syst..

[12]  Marjan Gusev,et al.  On-line learning and eTesting , 2002, ITI 2002. Proceedings of the 24th International Conference on Information Technology Interfaces (IEEE Cat. No.02EX534).

[13]  Mia Stern,et al.  Applications of AI in education , 1996, CROS.

[14]  Hugh C. Davis,et al.  Designing Assessment Tools in a Service Oriented Architecture , 2005, ELeGI Conference.

[15]  Niall Sclater,et al.  User requirements of the "ultimate" online assessment engine , 2003, Comput. Educ..

[16]  Martha Thurlow,et al.  Computer-Based Testing: Practices and Considerations. Synthesis Report 78. , 2010 .

[17]  Peter Norvig,et al.  Artificial Intelligence: A Modern Approach , 1995 .

[18]  Gottfried Vossen,et al.  E-learning as a Web Service , 2004, Grundlagen von Datenbanken.

[19]  Niall Sclater,et al.  Interoperability with CAA: does it work in practice? , 2002 .

[20]  Stephen G. Sireci,et al.  A Review of Models for Computer-Based Testing , 2012 .

[21]  Sasko Ristov,et al.  Architecture and organization of e-Assessment cloud solution , 2013, 2013 IEEE Global Engineering Education Conference (EDUCON).

[22]  Arthur C. Graesser,et al.  Is it an Agent, or Just a Program?: A Taxonomy for Autonomous Agents , 1996, ATAL.

[23]  Richard E. Mayer,et al.  e-Learning and the Science of Instruction: Proven Guidelines for Consumers and Designers of Multimedia Learning , 2002 .

[24]  Peter Brusilovsky,et al.  Developing Adaptive Educational Hypermedia Systems: From Design Models to Authoring Tools , 2003 .

[25]  Marjan Gusev,et al.  E-Testing based on service oriented architecture , 2006 .

[26]  Marjan Gusev,et al.  Infrastructure for e-Testing , 2005 .

[27]  Thanos Patelis An Overview of Computer-Based Testing. Research Notes. RN-09. , 2000 .

[28]  Allan Collins,et al.  A Cognitive Theory of Interactive Teaching. , 1981 .

[29]  Vincent P. Wade,et al.  Service-Oriented E-Learning Platforms: From Monolithic Systems to Flexible Services , 2007, IEEE Internet Computing.