Detection of cross-channel anomalies from multiple data channels

We identify and formulate a novel problem: crosschannel anomaly detection from multiple data channels. Cross channel anomalies are common amongst the individual channel anomalies, and are often portent of significant events. Using spectral approaches, we propose a two-stage detection method: anomaly detection at a single-channel level, followed by the detection of cross-channel anomalies from the amalgamation of single channel anomalies. Our mathematical analysis shows that our method is likely to reduce the false alarm rate. We demonstrate our method in two applications: document understanding with multiple text corpora, and detection of repeated anomalies in video surveillance. The experimental results consistently demonstrate the superior performance of our method compared with related state-of-art methods, including the one-class SVM and principal component pursuit. In addition, our framework can be deployed in a decentralized manner, lending itself for large scale data stream analysis.

'It's not enough for the work of art to be great' : children and young people as museum visitors

This paper examines trends in the understanding of children as visitors to art and natural history museums. It begins by examining research into the qualities of engagement by museum visitors generally. It then addresses the specific challenges posed by children as visitors, and the responses developed by museums to enhance their engagement. Three strategies are identified: social/family-centred interactivity, immersive experiences and engagement through interpretive dialogue. The three examples of programs of children’s engagement examined in this paper represent a major departure from such models towards a profoundly social form of interaction. The paper argues that these strategies are museums’ responses to shifts in pedagogical theory, and have been developed to increase the engagement of the child-visitor with exhibitions. Such strategies represent a genuine engagement between adults (both museum staff and parents) and children, and an opportunity for children to define the experience of cultural engagement. The consequence of this is a redefinition of the cultural role of museums in relation to children.

State of multilevel research perspective in the information systems discipline

Existing distinctions among macro and micro approaches have been jeopardising the advances of Information Systems (IS) research. Both approaches have been criticized for explaining one level while neglecting the other; thereby, the current situation necessitates the application of multilevel research for revealing the deficiencies. Instead of studying single level (macro or micro), multilevel research entails more than one level of conceptualization and analysis, simultaneously. As the notion of multilevel is borrowed from reference disciplines, there tends to be confusions and inconsistencies within the IS discipline, which hinders the adoption of multilevel research. This paper speaks for the potential value of multilevel research, by investigating the current application status of multilevel research within the IS domain. A content analysis of multilevel research articles from major IS conferences and journals is presented. Analysis results suggest that IS scholars have applied multilevel research to produce high quality work ranging from a variety of topics. However, researchers have not yet been consistently defining “multilevel”, leading to idiosyncratic meanings of multilevel research, most often, in authors’ own interpretations. We argue that a rigorous definition of “multilevel research” needs to be explicated for consistencies in research community.

Wheel of fortune : the re-gifting of art-life

My essay for the Waterwheel project entitled “Wheel of fortune: re-gifting art-life” will examine the Waterwheel project from the point of view of gift economies and discuss the benefits and sustainability of this model for collaboration and cooperation. This essay builds upon the history of gift economies, focusing on the gift as a mode of collaboration and platform for exchange. The alchemical notion of the gift that Gordon Matta- Clark café “FOOD” offers will be discussed as a precursor to the transformation of relations evident in the workshop series organized by Erin Manning and Brian Massumi. In particular, this essay will emphasize the way transformation has been used to rethink the gift as modeling of collaboration and re-imagining of the ties between research creation and social activism. From these discussions the context and ethos by which to understand the aims of the Waterwheel project will be addressed.

Food policy development in the Australian state of Victoria : a case study of the Food Alliance

This article explores the development of a food policy body called the Food Alliance and the role of the organization in encouraging the development of food policy that integrates health and ecological issues. The Food Alliance is located within the Australian state of Victoria. A policy triangle is used as a framework to describe and analyse the work of the Food Alliance. Lessons are drawn about effective strategies for influencing integrated food policy. This occurs in a context where food policy typically favours powerful industry and agricultural interests and where relationships between the health and environmental sectors are in their infancy. The implications for planning and organizing a state-wide food policy are explored from the perspective of policy and the ways in which this can be influenced through working with key stakeholders.

Solvent induced changes in the conformational state of β-lactoglobulin and the influence of protic ionic liquids

The protic ionic liquids (pILs), triethylammonium acetate, triethylammonium trifluoroacetate, triethylammonium mesylate and trimethylammonium sulfate were used to induce various native and non-native conformational states of the protein β-lactoglobulin (βLG). Changes in the secondary structure of βLG were observed on moving from a high water content to a high pIL content. We examined the stability of various pIL induced states via thermal unfolding and refolding, where it was found that at a given pIL concentration a highly stable non-native conformation was formed. The βLG non-native conformation was characterized by a high α-helical content. Additionally, pIL conditions that promoted amyloid fibril formation were identified and characterized by CD, a Thioflavin T binding assay and transmission electron microscopy (TEM). This work highlights the use of pILs as solvents in the study of protein folding using βLG as a model system.

Appropriation in the name of art: is a quotation exception the answer?

The Australian Law Reform Commission is at present considering the scope of exceptions to copyright infringement. Its consideration will no doubt be influenced to some degree by the outcome in EMI Songs Australia Pty Ltd v Larrikin Music Publishing Pty Ltd (2011) 191 FCR 444; (2011) 90 IPR 50 which concerned the quotation of a musical phrase in a later musical work. This article addresses the problem of creative appropriations and the extent to which a quotation exception, consistent with Art 10 of the Berne Convention, should be incorporated into Australian law. In doing so it considers the practical application of such a quotation exception in European jurisdictions (most notably Germany) and suggests the form in which such an exception might be incorporated into Australian law.

International and regional perspectives on the state of world heritage

A presentation marking the 40th anniversary of the World Heritage Convention, identifying some key challenges in its implementation. The presentation concludes with some proposals for joint work by Australian natural and cultural heritage conservation organisations.

State of the Arts: Increasing cultural value and recognition of the arts through participatory practices. (A Case Study of the Arts in Warrnambool)

The conference paper discusses the increased visibility of the creative arts in the south west Victorian city of Warrnambool, in the context of community engagement and the strategic partnerships formed to enable this development.