Australian Computer Society: ACS Digital Library
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Evaluation of Green IT services with Fuzzy Screening approach
Get PDFRegarding development of Information Technology, the world of industry has inordinately benefited, albeit that has some losses. Unless the losses are considered, advanced losses will be seen after progress with which is more difficult to cope. Neglecting the future and the risk involved in the industry, not to mention the lack of knowledge in dealing with sudden alterations, compel irrecoverable loss. In this context, information technology services in organizations are aimed to be cost-effective and have minimum environmental impact, according to green information technology strategies. Concerning significance of the issue, purpose of this research is assessment of information technology services with respect to greenness level in a general contractor organization by combination of Fuzzy Analytic Hierarchy Process and Fuzzy Screening Procedure to enhance the greenness level of IT services. The effectiveness of using this approach is including qualitative, quantitative, and uncertainty nature of the problem. In this paper, to consider the Green IT services criteria, literatures have been studied by meta-synthesis method, then the importance of the criteria has been determined by questionnaires so as to rank Green IT criteria. Eventually, the organization level has been concluded in terms of the greenness level of IT services. As a case study, IT experts and managers of KAYSON Inc. organization are considered as statistical population of this research. The reduction had the highest weight among other criteria- recycling and reusing - in KAYSON Inc. organization. Finally, the organization greenness level was determined moderate in terms of IT services
Spectral Methods for Immunization of Large Networks
Get PDFGiven a network of nodes, minimizing the spread of a contagion using a limited budget is a well-studied problem with applications in network security, viral marketing, social networks, and public health. In real graphs, virus may infect a node which in turn infects its neighbour nodes and this may trigger an epidemic in the whole graph. The goal thus is to select the best k nodes (budget constraint) that are immunized (vaccinated, screened, filtered) so as the remaining graph is less prone to the epidemic. It is known that the problem is, in all practical models, computationally intractable even for moderate sized graphs. In this paper we employ ideas from spectral graph theory to define relevance and importance of nodes. Using novel graph theoretic techniques, we then design an efficient approximation algorithm to immunize the graph. Theoretical guarantees on the running time of our algorithm show that it is more efficient than any other known solution in the literature. We test the performance of our algorithm on several real world graphs. Experiments show that our algorithm scales well for large graphs and outperforms state of the art algorithms both in quality (containment of epidemic) and efficiency (runtime and space complexity)
A Reliable Measure of Information Security Awareness and the Identification of Bias in Responses
Get PDFThe Human Aspects of Information Security Questionnaire (HAIS-Q) is designed to measure Information Security Awareness. More specifically, the tool measures an individual’s knowledge, attitude, and self-reported behaviour relating to information security in the workplace. This paper reports on the reliability of the HAIS-Q, including test-retest reliability and internal consistency. The paper also assesses the reliability of three preliminary over-claiming items, designed specifically to complement the HAIS-Q, and identify those individuals who provide socially desirable responses. A total of 197 working Australians completed two iterations of the HAIS-Q and the over-claiming items, approximately 4 weeks apart. Results of the analysis showed that the HAIS-Q was externally reliable and internally consistent. Therefore, the HAIS-Q can be used to reliably measure information security awareness. Reliability testing on the preliminary over-claiming items was not as robust and further development is required and recommended. The implications of these findings mean that organisations can confidently use the HAIS-Q to not only measure the current state of employee information security awareness within their organisation, but they can also measure the effectiveness and impacts of training interventions, information security awareness programs and campaigns. The influence of cultural changes and the effect of security incidents can also be assessed.
Being Left Behind Amidst Africa’s Rising Imagery: The Maasai In The World Of Information And Communication Technologies (ICTs)
Get PDFToday the media is replete with stories about Africa rising and enjoying middle –income status. Those promoting the narrative of Africa rising include the World Bank and western –trained elites. The narrative of success assumes that prosperity trickles down to Indigenous communities, who are pictured consuming mobile phones and tablets. At the same time, Hollywood and western media outlets continue to present images of Indigenous Maasai as a cultural export to be consumed. With emphasis on social media narratives, this paper interrogates the continued marginalisation of the Maasai people amidst the myth of a rising Africa. In sum, the Africa rising myth and penetration of ICTs in rural areas masks the dispossession of Maasai means of livelihood, and therefore worsening the groups’ conditions of living
A Framework for ERP Post-Implementation Amendments: A Literature Analysis
Get PDFPost-implementation amendments to ERP systems (ERP-PIA) are of importance for advancing ERP research, but more importantly essential if ERP systems are to be used as a strategic and competitive business tool. For ease of clarity, we have adopted the term “amendments” to encompass the main forms of post implementation activities: maintenance, enhancements and upgrades. The term ‘amendments’ is used to counteract one of the major findings from this research - the inconsistency of terms used by many authors to explain post implementation activities. This paper presents a review of the ERP post-implementation amendment literature in order to provide answers to two specific questions: first, what is the current state of research in the field of ERP-PIA; and second, what are the future research directions that need to be explored in the field of ERP-PIA. From the review, we develop a framework to identify: (a) major themes concerning ERP post-implementation amendments, (b) inherent gaps in the post-implementation amendments literature, and (c) specific areas that require further research attention influencing the uptake of amendments. Suggestions on empirical evaluation of research directions and their relevance in the extension of existing literature is presented
Predicting User Acceptance and Continuance Behaviour Towards Location-based Services: The Moderating Effect of Facilitating Conditions on Behavioural Intention and Actual Use
Get PDFThe purpose of this study is to establish and examine the significance of a consumer acceptance and continuance model for location-based services (LBSs) through the integration of perceived entertainment gratification (PEG) and perceived application quality (PAQ) with the technology acceptance model (TAM). By arguing that behavioural intention (BI) does not automatically lead to actual use (AU), we investigated the moderating effect of facilitating conditions (FC) on the relationship between BI and AU. A quantitative study was conducted in Australia and Bangladesh; data were obtained from multiple sources by systematic sampling of the distribution of questionnaires. For data analysis we applied the partial least square (PLS) method. The results indicate that, in both Australia and Bangladesh, perceived usefulness (PU), PEG and PAQ have significant influence on user attitude (UA), which has a subsequent effect on BI. Interestingly, perceived ease of use (PEoU) does not have a direct effect on UA but indirectly influences it through PU—confirming the mediating effect of PU. Further, FC has a moderating effect between BI and AU. The implications of these findings and directions for future research directions are also discussed
Predicting Participant Consent in mHealth Trials – A Caregiver’s Perspective
Get PDFInformed consent is sought prior to conducting a healthcare intervention on a person. When a healthcare intervention involves a young child, their caregiver is required to provide informed consent on their behalf. However, little is known on the behavioural intentions of participants to provide consent when a mobile health (mHealth) intervention is involved in a clinical trial scenario. Understanding this phenomenon is important, without consent appropriate data may not be collected to empirically examine the implications of mHealth initiatives when delivering healthcare services to children in a ‘real world context’. The objective of this paper is to explore the behavioural intentions of caregivers to provide consent for children (under five years of age) to participate in mHealth Randomised Control Trials (RCT) in developing countries and subsequently develop a predictive model for consent giving. Data was captured vis-à-vis interviews with Malawian caregivers in Africa. The findings reveal that emotional response stimuli play a major role during the participant informed consent process resulting in the involvement (or not) of a child within an RCT. The study contributes to, and opens up, avenues for critical research on the role of informed consent as part of RCT-related projects, especially concerning the involvement of children. This new knowledge may be leveraged to address participant uncertainties and subsequently improve the rate of paediatric recruitment in mHealth trial scenarios
Ownership protection of outsourced biomedical time series data based on optimal watermarking scheme in data mining
Get PDFIn the biomedical and healthcare fields, the ownership protection of the outsourced data is becoming a challenging issue in sharing the data between data owners and data mining experts to extract hidden knowledge and patterns. Watermarking has been proved as a right-protection mechanism that provides detectable evidence for the legal ownership of a shared dataset, without compromising its usability under a wide range of data mining for digital data in different formats such as audio, video, image, relational database, text and software. Time series biomedical data such as Electroencephalography (EEG) or Electrocardiography (ECG) is valuable and costly in healthcare, which need to have owner protection when sharing or transmission in data mining application. However, this issue related to kind of data has only been investigated in little previous research as its characteristics and requirements. This paper proposes an optimized watermarking scheme to protect ownership for biomedical and healthcare systems in data mining. To achieve the highest possible robustness without losing watermark transparency, Particle Swarm Optimization (PSO) technique is used to optimize quantization steps to find a suitable one. Experimental results on EEG data show that the proposed scheme provides good imperceptibility and more robust against various signal processing techniques and common attacks such as noise addition, low-pass filtering, and re-sampling
‘Go Cry Over Someone Else’s Tragedy’: The YouTube Activism of The 1491s
Get PDFThis article examines the activist role played by the comedy troupe, The 1491s, in social media spaces, particularly on YouTube. Since 2009 The 1491s have used the positive energy of comedy to galvanise others, with a particular emphasis on shaping the ways Indigenous peoples are seen, how Indigenous peoples see themselves, and how changes might lead Indigenous people to think critically about the conditions under which they are living. In addition to examining their comedic output, this article discusses the videos which honour Indigenous resilience and advocate for political causes; these efforts are also supported by their production infrastructure and disseminated via their YouTube channel. Strategically disseminating their videos to a global audience through YouTube, The 1491s should be seen as a major force in social change, inspiring Indigenous and non-Indigenous audiences alike, many of whom interact and form a core fanbase despite being separated by time and space