Transferring an Outcome-Oriented Learning Architecture to an IT Learning Game

Schmitz, B., Klemke, R., Totschnig, M., Czauderna, A., & Specht, M. (2011). Transferring an Outcome-Oriented Learning Architecture to an IT Learning Game. In C. D. Kloos, D. Gillet, R. M. Crespo Carcía, F. Wild, & M. Wolpers (Eds.), Towards Ubiquitous Learning: 6th European Conference on Technology Anhanced Learning, EC-TEL 2011 (pp. 483-488). September, 20-23, 2011, Palermo, Italy. LNCS 6964; Heidelberg, Berlin: Springer.Today’s technology enhanced learning scenarios focus on outcome-oriented delivery of learning processes, contents, and services. Also, learners increasingly demand for innovative and motivating learning scenarios that match their habits of using media. The European project ICOPER researches outcome-oriented learning infrastructures for higher education contexts. The German BMBF-project SpITKom aims at transferring such approaches to basic qualification. Based on a Browser Game, it uses ICOPER’s technical infrastructure which combines learning object metadata repositories, learning outcome repositories, learning design repositories and learner profile repositories. This paper initially depicts the technical infrastructure of an outcome-oriented learning scenario that was developed in the course of ICOPER and then outlines its transformation to the game-based learning approach as realized in the course of SpITKom.ICOPER, SPITKO

Raising awareness on sustainability issues through a mobile game

The paper presents a review on, and analysis of, the design, development and evaluation of experiences of learning through the 'Sustainability Serious Game'. The mobile game has been developed as means of helping public authorities to collect information and feedback on how public spaces could be improved based on collective intelligence procedures. Furthermore, as part of enhancing learning, the game intends to provide knowledge and awareness on sustainability issues for public constructions relevant to engineering and architectural disciplines. Deployed targeted questionnaires with thirty-three (33) computer science students in UK and analysed through a Likert Scale findings from evaluation demonstrate that a conceptual change may be achieved in relation to how sustainability has been perceived. A questionnaire with 20 questions was distributed to students for evaluating various elements of the game such as usability characteristics, accumulation, assimilation and consolidation of new knowledge patterns related to the learning-oriented benefits of the game with an implicit focus on whether the game can be integrated within an academic setting. The fundamental conclusion from the analysis of the game uptake is that it enhances student's engagement with sustainability issues, especially in blended learning contexts for 'blending' different pedagogical approaches with game-oriented features as means of improving educational practice

Virtual reality-based cloud BIM platform for integrated AEC projects

Building Information Modelling (BIM) has demonstrated the need for integrating collaborative design teams’ “project data”, to not only help coordinate the design, engineering, fabrication, construction, and maintenance of various trades, but also facilitate project integration and interchange. Numerous potential benefits have inspired several countries to consider the implications of implementing BIM Level 3 (Cloud) as an innovative way of further enhancing the design, management and delivery process, ergo - a paradigm shift towards Integrated Project Delivery (IPD). Amongst the myriad of the available innovative approaches, web-based platforms are particularly beneficial for integrating visualisation components to give continuous sharing of relevant information for geographically dispersed end users. This study presents a game environment supported by a web-based Virtual Reality cloud platform for integrated AEC projects. This paper further explains the adapted Unified-Software-Development-Process of specifying this cloud computing platform, which employed iterative phases of Elaboration, Construction and Transition. This study presents new understanding and insight into the causal drivers and influences associated with successful decision-making design in non-collocated design teams. Research findings form a stepping-stone for developing new relationship models in collaborative environments, particularly gaming interfaces

Towards Informed Exploration for Deep Reinforcement Learning

In this thesis, we discuss various techniques for improving exploration for deep reinforcement learning. We begin with a brief review of reinforcement learning (RL) and the fundamental v.s. exploitation trade-off. Then we review how deep RL has improved upon classical and summarize six categories of the latest exploration methods for deep RL, in the order increasing usage of prior information. We then explore representative works in three categories discuss their strengths and weaknesses. The first category, represented by Soft Q-learning, uses regularization to encourage exploration. The second category, represented by count-based via hashing, maps states to hash codes for counting and assigns higher exploration to less-encountered states. The third category utilizes hierarchy and is represented by modular architecture for RL agents to play StarCraft II. Finally, we conclude that exploration by prior knowledge is a promising research direction and suggest topics of potentially impact

A case study on online design workshop experience: gamification and space

Design schools consist of three main axes; courses that provide knowledge in various fields of design, studio courses and internships. Besides, the indisputable fact is the importance of design competitions and informal workshops that feed the designer candidate to gain experience in different fields of the discipline. In addition, another importance of informal workshops is the contribution of researchers in this field to the development of design education. The effects and potentials of Information and Communication Technologies (ICTs) are also another area of research on design education, in particular design studio courses. The use of ICTs in the field of design education has led gamification to come to the fore as an ascending concept. A series of methodologies and tools have been developed, such as gamification, as well as the different kinds of Virtual Learning Environments to ensure the motivation of students and avoid the lack of attention in online courses. In this study, an online workshop, "Gamification and Space", is investigated as a case study. The contribution of the concept of gamification to design education has been evaluated in line with the observations and experiences gained. The data was gathered from the workshop presentations held on the last day and the final manuscripts of the workshops. The collected data was analyzed by the workshop coordination team, and classifications were made regarding the aspects of the gamification used during the workshop. In addition, it is aimed to discuss the potentials of ICTs in design courses. The observations show that the use of gamified elements has the potential to enrich instructional methods, especially when we consider online education, virtual learning environments and visual collaboration tools.Publisher's Versio

Why, what, and how? case study on law, risk, and decision making as necessary themes in built environment teaching

The paper considers (and defends) the necessity of including legal studies as a core part of built environment undergraduate and postgraduate curricula. The writer reflects upon his own experience as a lawyer working alongside and advising built environment professionals in complex land remediation and site safety management situations in the United Kingdom and explains how themes of liability, risk, and decision making can be integrated into a practical simulation in order to underpin more traditional lecture-based law teaching. Through reflection upon the writer's experiments with simulation-based teaching, the paper suggests some innovations that may better orientate law teaching to engage these themes and, thereby, enhance the relevance of law studies to the future needs of built environment professionals in practice.</p