The spiral of learning : 4 R’s of education

The purpose of this paper is to explore the integration of learning, continuous improvement theories and reflective evaluation for enhancing management education. Conceptual development is combined with the outcomes of a pilot focus group as an example of reflective evaluation. The Spiral of Learning concept is uniquely augmented through hermeneutics, action research and the Deming cycle. Four R’s are identified in the Spiral of Learning: Review, Revise, Reconstruct and Reveal. Recommendations for each of the 4 R’s are made to assist continuous improvement of management education. For instance, emerging suites of social software appropriately chosen, timed and applied can assist student learning. Direct human connection in some form is recommended for learners when information is delivered online. The concepts and resultant recommendations inform practice through prioritization of online applications and development of appropriate checks and balances by academics and administrators.

Zero-day malware detection based on supervised learning algorithms of API call signatures

Zero-day or unknown malware are created using code obfuscation techniques that can modify the parent code to produce offspring copies which have the same functionality but with different signatures. Current techniques reported in literature lack the capability of detecting zero-day malware with the required accuracy and efficiency. In this paper, we have proposed and evaluated a novel method of employing several data mining techniques to detect and classify zero-day malware with high levels of accuracy and efficiency based on the frequency of Windows API calls. This paper describes the methodology employed for the collection of large data sets to train the classifiers, and analyses the performance results of the various data mining algorithms adopted for the study using a fully automated tool developed in this research to conduct the various experimental investigations and evaluation. Through the performance results of these algorithms from our experimental analysis, we are able to evaluate and discuss the advantages of one data mining algorithm over the other for accurately detecting zero-day malware successfully. The data mining framework employed in this research learns through analysing the behavior of existing malicious and benign codes in large datasets. We have employed robust classifiers, namely Naïve Bayes (NB) Algorithm, k−Nearest Neighbor (kNN) Algorithm, Sequential Minimal Optimization (SMO) Algorithm with 4 differents kernels (SMO - Normalized PolyKernel, SMO – PolyKernel, SMO – Puk, and SMO- Radial Basis Function (RBF)), Backpropagation Neural Networks Algorithm, and J48 decision tree and have evaluated their performance. Overall, the automated data mining system implemented for this study has achieved high true positive (TP) rate of more than 98.5%, and low false positive (FP) rate of less than 0.025, which has not been achieved in literature so far. This is much higher than the required commercial acceptance level indicating that our novel technique is a major leap forward in detecting zero-day malware. This paper also offers future directions for researchers in exploring different aspects of obfuscations that are affecting the IT world today.

A review of e-learning technologies – opportunities for teaching and learning

The number of different e-learning technologies available to support teaching and learning is growing exponentially. A major issue for faculty and educational developers in higher education is to determine which e-learning technology is most appropriate to support their particular teaching needs and provide optimum learning opportunities for students. Over the last few years a vast amount of literature has been published on e-learning technologies and how they are used in education Therefore the decision to use a particular technology should be based on sound research and clear evidence. This paper reviews many of these e-learning technologies and provides information regarding their use and the opportunities afforded by them.

Facing off : facebook and higher education

A social and cultural expectation that Information Communication Technologies (ICT) should be ubiquitous within peoples' daily lives is apparent. Connecting generational groups with a specific set of technological attributes also assumes the ways that particular groups of students should be able/do “naturally” use emergent mobile and social technologies. Moreover, the use of social networking technologies is evident in a number of ways within higher education (HE) pedagogies. As part of the suite of possibilities in Web 2.0, Facebook is used in a number of ways to support communications within and between institutions and their students as well as a mechanism for teaching and learning within specific units of study.

The chapter commences with a broad discussion about social sharing software of Web 2.0, specifically Facebook, as a potential teaching and learning tool in HE contexts. We traverse recent exemplars and discourses surrounding the use of social technologies for the purposes of HE. It is clear from the literature that while there is much excitement at the possibilities that such technologies offer, there are increasing anxieties across institutional and individual practitioners, in regard to possible consequences of their use.

Through autoethnographic methodology, this chapter showcases potentials and challenges of Facebook in HE. Through the use of constructed scenarios, the authors describe occurrences that necessitate increasing professional development and vigilance online. Some of the issues highlighted within this chapter include blurring of professional and personal life world boundaries, issues of identity theft and vandalism, cyberstalking and bullying, working in the public domain, and questions of virtual integrity.

E-Simulations for educating the professions in blended learning environments

This chapter introduces digital, role-based simulations as an emerging and powerful educational approach for the professions and for broader workforce development purposes. It is acknowledged that simulations used for education, professional development, and training, have a long history of development and use. The focus is on digital simulations (e-simulations) situated in blended learning environments and the improved affordances of the newer digital media used via the web to enhance the value of their contribution to learning and teaching in professional and vocationally-oriented fields. This is an area which has received less attention in the whole “e-learning” literature compared with the voluminous body of knowledge and practice on computer-mediated communication, online community building, social networking, and various forms of online (usually automated) assessment. A framework of blended e-simulation design is outlined. The chapter concludes by examining what the future might hold for simulations in further and higher education, and ongoing work-based learning.

Discovering the value that the library can contribute to quality teaching and learning through student evaluation data

Large surveys of library user service quality perception are common. However, student evaluation of teaching (SET) data often show a disparity between ratings of library service quality and library resource quality. In this situation, perhaps SET data can also provide insights into what contributes to the perception of library resource quality, and hence identify leverage points for quality improvement interventions. This paper documents an analysis of available Deakin University SET data relating to student interaction with, and evaluation of, library resources. It highlights significant correlations associated with library-related SET items, and from them infers actions that the library could undertake to improve the value and perception of the quality of library resources. The following results were observed. High ratings for library resources were likely to be associated with high general ratings of teaching and unit quality. Postgraduate coursework students rated library resources significantly higher than students in the first three years of undergraduate programs. Students in one faculty (Health) rated library resources significantly higher than students in all other faculties. There was a strong correlation observed in Australasian Survey of Student Engagement data for both 2009 and 2010 between the two items “Used library resources on campus or online” and “Worked on an essay or assignment that required integrating ideas or information from various sources”. These findings suggest the following conclusions. Well-planned learning environments are likely to integrate meaningful student interaction with the library. Initiatives to improve the value and perception of the quality of library resources should be focussed on the specific characteristics and needs of particular student cohorts to have maximum impact. More sophisticated assessment tasks that require students to interact with the library have the potential to result in higher student ratings of the value of library resources.

Academic skills and beyond : a resource based approach to support student success in higher education

An increasingly diverse range of students are entering higher education, bringing with them a vast range of experiences, skills and pre-existing knowledge. However, approaches to increasing student participation (and therefore success) to date have focused on strategies aimed at supporting non-traditional students to “fit in”, rather than changing existing structures to accommodate their needs. This paper will outline a resource-based approach to student success, which capitalises on the resources and capacities existing within the student, within their performance of the student role and within the environment that surrounds their learning.
This paper will report on a study and propose a resource based approach to student success. Three main sites or domains are identified as a focus of this approach – intrapersonal resources, skills resources and environmental resources. These domains interact with each other to support student success, and three potential methods for implementing a resource based approach are highlighted in the spaces where they intersect. Pedagogical design, mapping and matching, and learning support all have a role in enabling both students and universities to make the most of their existing resources and develop new ones.

Knowledge mobilization on decision making for school improvement : Canadian principals learning network.

Principals duties have expanded beyond instructional leadership. Roles now include being curriculum leader, supervisor, manager, head of finance, administration, compliance, and legal matters, and so on. These additional responsibilities impact their decision-making in relation to teaching, learning and school improvement in general. How, and on what basis, they make these decisions is crucial both to their development as instructional leaders and to educational reform processes. To contribute to knowledge on principals’ decision making skills, we have created a strategic knowledge mobilization initiative called 'Canadian Principals Learning Network (CPLN)'. Through a variety of face-to-face and online activities, it collaboratively links together an international group of practicing principals and university-based researchers with related expertise. This paper describes the initiative and outcomes.

Techno-literacy and learning in blended, multicultural course environments

For the last two decades, higher education institutions have been actively engaged in the use of online technology with the aim of transforming the way we teach and learn to improve students’ learning experiences and outcomes. However, despite significant investment in infrastructure and training and a wide-scale uptake of such technologies, the promised transformative effect on student learning is yet to be actualised outside of small pockets of innovation. In this paper, we argue that one of the factors contributing to lack of qualitative large-scale transformation is students’ lack of preparedness and experience in using online tools for learning purposes. Drawing on an ethnographic study of culturally diverse computing students and teachers within learning environments that blend online and face-to-face pedagogies, we argue that, although contemporary university students are largely operationally literate when using online learning tools, they often lack the cultural and critical skills required to use such technologies in a meaningful way to support powerful learning. We argue that, for online learning technologies to transform learning, students need to be supported to develop these higher order techno-literacy skills.

Finding common ground: enhancing interaction between domestic and international students in higher education

A feature of Australian Higher Education over the last 10 years has been the increased numbers of international students. This feature has been perceived to have great potential for enhanced learning for all students – both international and domestic. Yet, student surveys and research clearly indicate that there is very little interaction occurring between domestic and international students. This article reports on a study that investigated the extent to which university teaching can promote interaction between students from diverse cultural and linguistic background. Using an innovative video-analysis methodology, the research found that academics engage in a variety of activities to encourage interaction between student groups. In order to assist academics in planning interaction, one of the main findings of the study was the development of ‘The Interaction for Learning Framework (ILF)’, that identifies key dimensions for curriculum design that can be used by academics to inform ways that they can enhance interaction between diverse student groups within teaching and learning contexts.

Collaboration Down Under : investigating team learning in Australia in architecture and related design contexts

This position paper reports on an Australian Learning Teaching Council (ALTC) funded project – “Enhancing and Assessing Group and Team Learning in Architecture and Related Design Contexts.” This is a two-year project, commencing in November 2011, which is investigating best practice in Australian higher education for the teaching of teamwork in the design disciplines, with a focus on Architecture. At the time of the conference presentation, data on current practices will be reported on that has been collected and analysed from four universities in Australia. The project aims to: highlight and develop innovative approaches to collaborative studio-based learning; structure team learning within curricula; develop graduate attributes for teamwork; and inform assessment of team design that supports team-working skills and increased learner confidence.

Which e-learning technology is right for me?

The range of technologies available to support teaching and learning in higher education continues to grow exponentially. There is a growing expectation for educators to be well informed and familiar with the many suitable technologies and systems that are available to be used for delivering courses online, and to complement classroom (face-to-face) education. Detailed evidence of the perceptions and applications of the use of e-technologies is needed to inform not only teaching practice, but also policy development. These e-technologies need to be matched to pedagogical styles in order for online teaching and learning to be successful. Based on 33 semi-structured interviews, this paper presents a study of staff experiences of e-technologies, using Chickering and Gamson's 'Seven Principles of Good Practice' to provide educators with information about the most appropriate e-technology to support their pedagogical aims.

Using models in teaching and learning science

Models can be excellent tools to help explain abstract scientific concepts and for students to better understand these abstract concepts. A model could be a copy or replica, but it can also be a representation that is not like the real thing but can provide insight about a scientific concept. Models come in a variety of forms, such as three dimensional and concrete, two dimensional and pictorial, and digital forms. The features of models often depend on their purpose: for example, they can be visual, to show what something might look like, dynamic to show how something might work, and or interactive to show how something might respond to changes. One model is often not an accurate representation of a concept, so multiple models may be used.
Students’ modelling ability has been shown to improve through instruction and with practice of mapping the model to the real thing, highlighting the similarities and differences. The characteristics of a model that can be used in this assessment include accuracy and purpose. Models are commonly used by science teachers to describe, and explain scientific concepts, however, pedagogical approaches that include students using models to make predictions and test ideas about scientific concepts encourages students to use models for higher order thinking processes. This approach relates the use of models to the way scientists work, reflecting the nature of science and the development of scientific ideas. This chapter will focus on the way models are used in teaching: identifying pedagogical processes to raise students’ awareness of characteristics of models. In this way, the strengths and limitations of any model are assessed in relation to the real thing so that the accuracy and merit of the model and its explanatory power can be determined.

Wikis as individual student learning tools : the limitations of technology

This paper presents research into the attitudes and behaviours of students using wikis for individual writing tasks. The wiki-based assignment differs from the use of wikis normally researched because it was an individual task, not involving collaborative writing. This activity provides an excellent opportunity to learn more about how wikis are actually used by students in higher education. The research finds there is no compelling evidence that the wiki on its own improves performance over and above the general aptitude of students. It also finds that students generally did not utilise the wikis for high-intensity editing and revision. However, students did report that the wiki was valuable as a way of aiding them to review and develop their ideas. We conclude that using wikis for individual writing tasks can, where appropriate active instructions are given to support development of cognitive abilities, lead to improved outcomes for students.

Designing social media into university learning : technology of collaboration or collaboration for technology?

Using the example of an undergraduate unit of study that is taught both on-campus and externally, but uses Internet-based learning in both cases, we explore how social media might be used effectively in higher education. We place into question the assumption that such technologies necessarily engage students in constructivist learning; we argue that the affordances of social media must be complemented by social affordances, designed into the learning experience, which thereby generate the necessary connection between students’ motivations to study and their motivations to exploit social media. We demonstrate, via the example given, how assessment structures and strategies are the most effective focus when attempting to create the pedagogical affordances that might lead to collaborative learning.