Dynamic privacy in a smart house environment

A smart house can be regarded as a surveillance environment in which the person being observed carries out activities that range from intimate to more public. What can be observed depends on the activity, the person observing (e.g. a carer) and policy. In assisted living smart house environments, a single privacy policy, applied throughout, would be either too invasive for an occupant, or too restrictive for an observer, due to the conflicting goals of surveillance and private environments. Hence, we propose a dynamic method for altering the level of privacy in the environment based on the context, the situation within the environment, encompassing factors relevant to ensuring the occupant's safety and privacy. The context is mapped to an appropriate level of privacy, which is implemented by controlling access to data sources (e.g. video) using data hiding techniques. The aim of this work is to decrease the invasiveness of the technology, while retaining the purpose of the system.

Privacy and the access of information in a smart house environment

In this paper we present a framework for addressing privacy issues raised by the monitoring of assisted living smart house environments. In home environments, the conflict between the goals of the surveillance, and the private nature of the home, raises the issue of occupant privacy. This issue needs to be addressed if applications are to be accepted by the occupant. We identify four key properties required for the design of privacy sensitive ubiquitous computing applications. Subsequently, we develop a dynamic and flexible method for implementing privacy measures through controlling access to data, and an interface to provide feedback to the occupant, enabling them to control the implemented privacy measures. We form a generic framework for implementing privacy sensitive ubiquitous computing applications based on previous applications within the field. This framework was then extended and used to develop a specific framework for a privacy sensitive smart house. The approach proposed in the framework dynamically applies privacy measures to multi-modal data according to the situation, or context, of the environment. We further test an implementation of the privacy measures, and detail methods to implement feedback and control. The approach aims to decrease the invasiveness of the surveillance, while retaining the purpose of the assisted living environment.

Efficient Coxian duration modelling for activity recognition in smart environment with the hidden semi-Markov model

In this paper, we exploit the discrete Coxian distribution and propose a novel form of stochastic model, termed as the Coxian hidden semi-Makov model (Cox-HSMM), and apply it to the task of recognising activities of daily living (ADLs) in a smart house environment. The use of the Coxian has several advantages over traditional parameterization (e.g. multinomial or continuous distributions) including the low number of free parameters needed, its computational efficiency, and the existing of closed-form solution. To further enrich the model in real-world applications, we also address the problem of handling missing observation for the proposed Cox-HSMM. In the domain of ADLs, we emphasize the importance of the duration information and model it via the Cox-HSMM. Our experimental results have shown the superiority of the Cox-HSMM in all cases when compared with the standard HMM. Our results have further shown that outstanding recognition accuracy can be achieved with relatively low number of phases required in the Coxian, thus making the Cox-HSMM particularly suitable in recognizing ADLs whose movement trajectories are typically very long in nature.

The traditional decision-making process of Berkaul in Tanjung Emas, West Sumatra : its nature and significance

Berkaul is a traditional practice associated with the rice cultivation cycle in West Sumatra, Indonesia, intended to seek consensus within the local community about agricultural practices and management of water for irrigation. Berkaul is deeply rooted in the adat and worldview of the region but is much less commonly practiced today than in the past and has disappeared in many parts of the region. This article describes the process of berkaul in Tanjung Emas, West Sumatra, places it within the context of Minangkabau adat and tradition, and considers its value in fostering participation, empowerment, and social inclusion in the context of rural development.

The role of testosterone in bib size determination in the male house sparrow Passer domesticus, is age dependent

Secondary sexual signals are thought to indicate individual quality. In order to understand the evolutionary pressures that give rise to such traits it is important to understand the physiological mechanisms underlying their production. The black bib of the house sparrow Passer domesticus is known to function as a badge of social status in males. Past studies have found that the size of the bib in older males is determined, at least partly, by the androgen testosterone. The immunocompetence handicap hypothesis suggests that testosterone has a key role in maintaining honest signalling – it is both involved in the development or expression of sexual signals and is immunosuppressive. In this paper we test experimentally two hypo theses relating to bib size development, whether 1) testosterone is only immunosuppressive in conditions where the natural feedback loop from the testes has been removed, and 2) testosterone is, in addition to influencing the bib size of older males, responsible for the size of the bib in juvenile sparrows. In the first experiment we found that exogenous testosterone administered to intact males during the winter (when LH and FSH levels are very low and were not artificially increased by castration) caused significant immunosuppression, albeit in interaction with the stress hormone corticosterone. Second, we found that exogenous testosterone administration in castrated fledgling male house sparrows had no effect on subsequent post-juvenile moult bib size relative to controls. Our results suggest that in some circumstances testosterone can be immunosuppressive, but that its role in bib size determination is age-dependent.

Comparison of the traditional problem-based learning format and larger, directed, independent study groups

 Problem based learning has been implemented as a pedagogical tool world-wide across a range of health professions since its inception at McMaster University, Canada, in 1969 (Neville & Norman, 2007). In addition to enhancing knowledge and understanding it is also claimed that PBL develops communication skills, encourages teamwork, sharing of information and respect for others, furthers problem solving skills, and allows students to assume responsibility for their own learning (Wood, 2003). However, the cognitive outcomes of PBL and traditional pedagogy (based on didactic teaching) are similar and hence widespread adoption of PBL has been questioned (see Colliver, 2000). Criticisms of PBL include its resource hungry nature, requiring, as it does, experienced tutors to facilitate .learning across several clusters of students dealing with the same problem. Given the actual and anticipated increase in numbers of medical students in Australia other strategies that retain the advantages of PBL, while minimising the demands on faculty, should now be explored. This paper reports our experience with a modification of the traditional PBL approach, termed PBLplus. This innovation was trialled in a regional clinical school, attached to a hospital, with a group of 19 graduate entry students, who had completed an integrated Year 1 / 2 of the MBBS. PBLplus involved allocating students from the whole class to three task directed groups. Groups had specified assignments to complete to facilitate learning across the whole class. A tutor listened to student presentations and provided an interactive presentation. Hence use of tutors was made more efficient, and faculty input was more specialised.

Plant variety protection and traditional agricultural knowledge in Southeast Asia

This article provides an overview of the emerging plant variety protection (PVP) systems in Southeast Asia. The case studies are from countries that form part of the regional Association of Southeast Asian Nations (ASEAN), mainly Indonesia, Malaysia, Philippines and Thailand. The focus will be on the intersection between intellectual property rights (IPRs) and popular demands for the protection of the traditional knowledge (TK) of local communities. Factors that fuelled the emergence and shaped the content of the PVP laws were the obligation to comply with art 27(3)(b) of the Agreement on Trade Related Aspects of Intellectual Property Rights (TRIPS Agreement), aspirations for the development of the biotechnology industry, avoidance of possible sanction under the US ‘Special 301’ procedure, Free Trade Agreements (FTAs), the role played by the International Union for the Protection of New Plant Varieties (UPOV), technical assistance from UPOV member countries, membership of international biodiversity treaties and demands from civil society organisations for protection of TK. The PVP laws that resulted present an uneasy amalgam of conventional property rights with some aspects of protection of TK. It is very likely that the local communities claiming TK rights will face legal hurdles, in as much as government agencies implementing the law will face administrative and technical complications.

Does traditional security risk assessment have a future in information security?

The current information security standards still advocate the use of risk assessment in the prioritisation of security investments. However, prior research on the use of risk assessment methodologies in organisational security has shown that the use of the traditional monolithic risk assessment process described in the current risk management standard is simply not practical at the organisational level. This paper first examines the problems in performing a systematic risk assessment and then discusses the limitations of a traditional risk assessment. To address these limitations, this paper proposes splitting up the current monolithic risk assessment process. The result is an information security assessment framework that puts greater emphasis on situational awareness and allows for better decision making on the prioritization of security investments.

Race to the White House

Welcome to part four of our Race to the White House podcast series.

Each week we’ll be talking to Australia’s top US experts on the ins and outs of the 2012 US presidential campaign.

This week, Binoy Kampmark and Geoff Robinson discuss Syria, drones, and Mitt Romney’s flagging campaign.