Innovation chains: possibilities and constraints for critical perspectives on computers, difference and educational innovation

While declarations of ‘innovativeness’ are easily found in most educational contexts, it is significantly more difficult to locate detailed definitions of what educational innovation actually means. In this paper we are interested in identifying the extent to which mainstream takes on ‘innovation’ (as played out in contemporary technology and equity debates) reflect or respond to what we will define as the more innovative dimensions of innovation literature itself. Our aim throughout this paper, then, is to begin the complex process of developing a means for distinguishing between projects that are ‘badged’ as innovative and projects that are more demonstrably (and sustainably) innovative. In this process we will distinguish between what Shiv Visvanathn describes as “innovation chains”— dynamic, rhizomatic, transformative responses to the contemporary world that lead to fundamentally new ways of conceptualising technology, culture and difference—and the constraints—or chains—provided by dominant understandings of innovation: chains which anchor us to existing, hegemonic and limiting understandings of student
diversity and educational technology.

What's the difference and where is the evidence? Investigating student teachers learning about literacy in a school based vs university based experience

This paper is in response to increasing national and international interest in the role of university teacher education programs in preparing pre-service  teachers in the area of early years literacy. The most effective manner to  facilitate this learning in teacher education is however not known and much debate exists about the merits of university-based versus school-based  approaches. It is within this context that the authors of this paper conducted a study that investigated student teachers learning about literacy through two different approaches both with distinctive design features. The first approach offered student teachers a school based experience, adopting a two hour micro-teaching model in a preparatory classroom; the other, a mainstream university based approach where students attended a tutorial for two hours. These two approaches were then compared for factors that student teachers articulated through a written survey. In analysing the data, two main findings emerged; firstly from the student teachers’ perspective, choice of approach resulted in improved learning and secondly, from the researchers’ perspective that student teachers placed in the school based approach emerged with a deeper understanding of the complexity of literacy teaching in general.

Staff and student perceptions of an online learning environment : difference and development

Academic staff play a fundamental role in the use of online learning by students. Yet, compared to studies reporting student perspectives on online learning, studies investigating the perspectives of academic staff are much more limited. Perhaps the least common investigations are those that compare the perceptions of academic staff and students using the same online learning environment (OLE). Much research indicates, at least initially, academic staff most value OLE systems as a mechanism for efficient delivery of learning materials to students. Following the mainstreaming of an OLE at Deakin University in 2004, the data from a large, repeated, representative and quantitative survey were analysed to investigate comparative staff and student evaluations of an OLE, and to explore the evidence for development in the use of an OLE by academic staff. Generally, students were found to give higher importance and satisfaction ratings to elements of the OLE than staff. Students were also more likely than staff to agree that the OLE enhanced their learning. A comparison of the mean ratings recorded for staff in 2004 and 2005 showed that both importance and satisfaction ratings of elements of the OLE were almost universally higher after a year of use of the OLE.

Dialogical ethics in a global society : cultural difference and answerability

Debates about multiculturalism are common to many late-modern societies today. Globalization has triggered a massive flow of people across state borders, challenging and changing assumptions about national identities and cultural politics. How to deal with difference without reducing it to sameness is becoming one of the main issues discussed by policy-makers, researchers and educators. This paper argues for the importance of turning to dialogical ethics before developing and implementing largescale political strategies in managing differences. It draws on the ideas of Bakhtin and Levinas to transcend the notion of ‘caring at a distance’ that is embedded in the neo-liberal construction of moral selfhood. As an alternative, the emphasis is made on spatial proximity – on ‘face-to-face’ relations with alterity – to conceptualize the dialogical self who is both responsive to and responsible for the Other. Bakhtin’s philosophy of the act and Levinas’ ethics of responsibility are mutually enriching in thinking about the role of the dialogical self in building a pluralistic society. The paper concludes with the implications of dialogical ethics for multicultural education.

Visual research methods in education: in between difference and indifference

The aim of this paper is to support critical and scholarly debates that relate to the increasing role of visual research in education, youth studies, sociology, and studies of mental health. Researching in fields where young people are central exposes many struggles, not least issues of how to represent students who end up on the margins. School disaffection intersects with curriculum practices. When threading together visual research methods and matters of curriculum studies, seduction can set in, and unintentionally curriculum research can become indifferent to difference, the counterpoint often sought by researchers. Some scholars may argue that this debate has been well rehearsed in the curriculum field; I, however, take the opposite view. The constraints of curriculum studies, issues of student disaffection and the exclusions of schooling - when analysed through the perspectives of visual research - trouble our research designs and understandings of data and therefore require more, not less, interrogation. Rethinking the intersection points between visual research methods (VRM) and visuality, a concept that is critical to cultural and visual studies, opens out new spaces in the field of curriculum studies and reframes the methodological decisionmaking process for researching issues that pertain to student disaffection. 

Differential privacy and its application

 While the thesis reports our research in extending the theory of differential privacy to real world application, many interesting and promising issues remain unexplored. This thesis can be a starting point for new challenges because they precisely demonstrate how differential privacy can be extended in real-world scenarios.

Deconstructing religious identity, difference, and belonging : implications for anti-racist pedagogy

Increasing numbers of Australians identify with a multiplicity of religion groups or have no religious affiliation. Despite this, the representation of religious groups other than Christian—and the implications of this for anti-racist pedagogy in Australian schools—is seldom explored. This article interrogates the ways in which the most prominent of these minority religious groups (Buddhist, Hindu, Muslim, Jewish) were spoken about in two Melbourne newspapers and considers the implications of this interrogation for multicultural pedagogy in globally integrated local school contexts, such as those in Australia. Methodologies of social cultural theory and critical discourse analysis (CDA) are used to investigate newspaper discussions from the different viewpoints of their experiential, systemic, and normative focus. I find that notions of religious identity described in the media are stylized in form and an almost-silent normative self-identity is defined against clichéd typologies made within a crucible of race, identity, and belonging.

A survey on differential privacy and applications

Privacy preserving in data release and mining is a hot topic in the information security field currently. As a new privacy notion, differential privacy (DP) has grown in popularity recently due to its rigid and provable privacy guarantee. After analyzing the advantage of differential privacy model relative to the traditional ones, this paper surveys the theory of differential privacy and its application on two aspects, privacy preserving data release (PPDR) and privacy preserving data mining (PPDM). In PPDR, we introduce the DP-based data release methodologies in interactive/non-interactive settings and compare them in terms of accuracy and sample complexity. In PPDM, we mainly summarize the implementation of DP in various data mining algorithms with interface-based/fully access-based modes as well as evaluating the performance of the algorithms. We finally review other applications of DP in various fields and discuss the future research directions.

Isotherm, kinetic, and thermodynamic equations for cefalexin removal from liquids using activated carbon synthesized from loofah sponge

Activated carbon (AC) developed from loofah sponge with phosphoric acid activation was applied to absorb cefalexin (CEX) in aqueous solution. AC was characterized by N2 adsorption–desorption isotherms and Fourier transform infrared spectroscopy (FTIR). Factors influencing the adsorption process were investigated. The equilibrium adsorption isotherms and kinetics of CEX were also studied. The results showed that AC prepared from loofah sponge had rough surface and abundant pores. The determination results of specific surface area (810.12 m²/g) and average pore size (5.28 nm) suggested the high adsorption capability. At low concentration, the AC could adsorb about 95% of CEX. The adsorption effect was independent of the temperature and pH. The maximum adsorption amount of CEX was about 55.11 mg/g at 308 K. The equilibrium data agreed well with Freundlich isotherm equation (R² = 0.9957) at 308 K, which indicated multilayer adsorption. FTIR analysis suggested the existence of phosphorus-containing functional groups, C–O bond, and C=C bond on the surface of AC of which the peak intensity of AC after adsorption was slightly lower after adsorption, indicating that the AC surface groups interacted with or were covered by the CEX species.

Queer pedagogies out of place and time: redrawing the boundaries of youth, sexual and gender difference, and education

For this contribution to the "Cartographies" section of the special issue on "Mapping Queer Bioethics," the author focuses on the concept of spatialized time as made material in the location of historical places, in particular as it relates to a reconsideration of approaches to Australian queer/LGBT youth education. Accordingly, the author employs historical maps as illustrative examples of spatialized time, reflecting on the relationships between historical knowledge and queer youth education.

Predictive validity and classification accuracy of ActiGraph energy expenditure equations and cut-points in young children

Objectives
Evaluate the predictive validity of ActiGraph energy expenditure equations and the classification accuracy of physical activity intensity cut-points in preschoolers.

Methods
Forty children aged 4–6 years (5.3±1.0 years) completed a ~150-min room calorimeter protocol involving age-appropriate sedentary, light and moderate-to vigorous-intensity physical activities. Children wore an ActiGraph GT3X on the right mid-axillary line of the hip. Energy expenditure measured by room calorimetry and physical activity intensity classified using direct observation were the criterion methods. Energy expenditure was predicted using Pate and Puyau equations. Physical activity intensity was classified using Evenson, Sirard, Van Cauwenberghe, Pate, Puyau, and Reilly, ActiGraph cut-points.

Results
The Pate equation significantly overestimated VO2 during sedentary behaviors, light physical activities and total VO2 (P<0.001). No difference was found between measured and predicted VO2 during moderate-to vigorous-intensity physical activities (P = 0.072). The Puyau equation significantly underestimated activity energy expenditure during moderate-to vigorous-intensity physical activities, light-intensity physical activities and total activity energy expenditure (P<0.0125). However, no overestimation of activity energy expenditure during sedentary behavior was found. The Evenson cut-point demonstrated significantly higher accuracy for classifying sedentary behaviors and light-intensity physical activities than others. Classification accuracy for moderate-to vigorous-intensity physical activities was significantly higher for Pate than others.

Conclusion
Available ActiGraph equations do not provide accurate estimates of energy expenditure across physical activity intensities in preschoolers. Cut-points of ≤25counts⋅15 s−1 and ≥420 counts⋅15 s−1 for classifying sedentary behaviors and moderate-to vigorous-intensity physical activities, respectively, are recommended.