A C-DBSCAN algorithm for determining bus-stop locations based on taxi GPS data

Determining suitable bus-stop locations is critical in improving the quality of bus services. Previous studies on selecting bus stop locations mainly consider environmental factors such as population density and traffic conditions, seldom of them consider the travel patterns of people, which is a key factor for determining bus-stop locations. In order to draw people’s travel patterns, this paper improves the density-based spatial clustering of applications with noise (DBSCAN) algorithm to find hot pick-up and drop-off locations based on taxi GPS data. The discovered density-based hot locations could be regarded as the candidate for bus-stop locations. This paper further utilizes the improved DBSCAN algorithm, namely as C-DBSCAN in this paper, to discover candidate bus-stop locations to Capital International Airport in Beijing based on taxi GPS data in November 2012. Finally, this paper discusses the effects of key parameters in C-DBSCAN algorithm on the clustering results. Keywords Bus-stop locations, Public transport service, Taxi GPS data, Centralize density-based spatial clustering of applications with noise.

Social media conflict: platforms for racial vilification, or acts of provocation and citizenship?

Although racism remains an issue for social media sites such as YouTube, this focus often overshadows the site’s productive capacity to generate ‘agonistic publics’ from which expressions of cultural citizenship and solidarity might emerge. This paper examines these issues through two case studies: the recent proliferation of mobile phone video recordings of racist rants on public transport, and racist interactions surrounding the performance of a Maori ‘flash mob’ haka in New Zealand that was recorded and uploaded to YouTube. We contrast these incidents as they are played out primarily through social media, with the case of Australian Football League player Adam Goodes and the broadcast media reaction to a racial slur aimed against him by a crowd member during the AFL’s Indigenous Round. We discuss the prevalence of vitriolic exchange and racial bigotry, but also, and more importantly, the productive and equally aggressive defence of more inclusive and tolerant forms of cultural identification that play out across these different media forms. Drawing on theories of cultural citizenship along with the political theory of Chantal Mouffe, we point to the capacities of YouTube as ‘platform’, and to social media practices, in facilitating ground-up antiracism and generating dynamic, contested and confronting micropublics.

How do obese individuals perceive and respond to the different types of obesity stigma that they encounter in their daily lives? A qualitative study

Obesity stigma exists within many institutions and cultural settings. Most studies suggest that stigmatising experiences have a negative impact on individuals' health and social behaviours and outcomes. However, some studies indicate that obesity stigma can motivate individuals to lose weight. Limited research has examined weight-based stigma from the perspective of obese individuals, including their perceptions of, and responses to, the different types of weight-based stigma they face in their daily lives. This study advances knowledge about weight-based stigma by documenting how obese adults (mostly female) described the different types of obesity stigma that they faced, how they responded to this stigma, and how different types of stigma impact on health and social wellbeing. Semi-structured, qualitative interviews were conducted between April 2008 and March 2009 with a diverse sample of 141 obese Australian adults. Guided by Link and Phelan's (2006) categorisation of different types of discrimination, participants' experiences could be grouped into three distinct types of stigma: 1) Direct (e.g. being abused when using public transport); 2) Environmental (e.g. not being able to fit into seats on planes); and 3) Indirect (e.g. people staring at the contents of their supermarket trolley). Participants described that more subtle forms of stigma had the most impact on their health and social wellbeing. However, it was the interaction between direct, environmental and indirect stigma that created a barrier to participation in health-promoting activities. Participants rarely challenged stigma and often blamed themselves for stigmatising experiences. They also avoided situations where they perceived they would be stigmatised and constantly thought about how they could find a solution to their obesity.

Mothers’ ideals and experiences of raising children in inner and outer suburban Melbourne, Australia

Parents’ perceptions of their neighbourhoods are important for child health outcomes. This study compared views among mothers in inner versus outer suburbs of Melbourne, Australia using a mixed methods approach. Mothers of preschool-aged children were recruited via playgroups, mother’s groups and preschools and interviewed face-to-face regarding their local area as a good place to raise a family, with a second open-ended interview focussing on mothers’ ideals and experiences of raising children in their current location. Findings demonstrated that mothers had different ideals for, and experiences of, raising their children in their neighbourhoods. Inner suburban mothers valued a manageable work/family balance and access to public transport over the size of their homes. However, access to childcare, secondary schooling and heavy traffic were issues, with the latter two being reasons for moving from the municipality. In contrast, outer suburban mothers preferred a larger home in neighbourhoods that they perceived as low crime, over accessibility to work. Access to a car and activities for their children were also important. Findings suggest no ‘one size fits all’ in respect to what features mothers expect from a good place to raise a family, or how they experience these features. This has implications for service delivery and social planning of suburbs.

Associations between access to recreational physical activity facilities and body mass index in Scottish adults

BACKGROUND: The aim of this country-wide study was to link individual health and behavioural data with area-level spatial data to examine whether the body mass index (BMI) of adults was associated with access to recreational physical activity (PA) facilities by different modes of transport (bus, car, walking, cycling) and the extent to which any associations were mediated by PA participation. METHODS: Data on individual objectively-measured BMI, PA (number of days of (a) ≥20 min of moderate-to-vigorous PA, and (b) ≥15 min of sport or exercise, in previous 4 weeks), and socio-demographic characteristics were obtained from a nationally representative sample of 6365 adults. The number of accessible PA facilities per 1,000 individuals in each small area (data zones) was obtained by mapping a representative list of all fixed PA facilities throughout mainland Scotland. A novel transport network was developed for the whole country, and routes on foot, by bike, by car and by bus from the weighted population centroid of each data zone to each facility were calculated. Separate multilevel models were fitted to examine associations between BMI and each of the 24 measures of accessibility of PA facilities and BMI, adjusting for age, gender, longstanding illness, car availability, social class, dietary quality and urban/rural classification. RESULTS: We found associations (p < 0.05) between BMI and 7 of the 24 accessibility measures, with mean BMI decreasing with increasing accessibility of facilities-for example, an estimated decrease of 0.015 BMI units per additional facility within a 20-min walk (p = 0.02). None of these accessibility measures were found to be associated with PA participation. CONCLUSIONS: Our national study has shown that some measures of the accessibility of PA facilities by different modes of transport (particularly by walking and cycling) were associated with BMI; but PA participation, as measured here, did not appear to play a part in this relationship. Understanding the multi-factorial environmental influences upon obesity is key to developing effective interventions to reduce it.

"Tell us something new!" : the response of planning and transport professionals to public health guidance on the built environment and physical activity

A large proportion of non-communicable disease can be attributed to modifiable risk factors such as poor nutrition and physical inactivity. We present data on planning and transport practitioners' perceptions and responses to government public health guidance aimed at modifying environmental factors to promote physical activity. This study was informed by questions on the role of evidence-based guidance, the views of professionals towards the guidance, the links between guidance and existing legislation and policy and the practicality of guidelines. A key informant 'snowball' sampling technique was used to recruit participants from the main professional planning organisations across England. Seventy-six people were interviewed in eight focus groups. We found that evidence-based public health guidance is a new voice in urban and town planning, although much of the advice is already reflected by the 'accepted wisdom' of these professions. Evidence-based health guidance could be a powerful driver affecting planning practice, but other legislated planning guidance may take priority for planning and transport professionals.

An IT Bachelor degree using modern technologies to illustrate core concepts and principles and building generic skills

Information Technology (IT) changes very quickly and influences business, industry and the public in an enormous manner. Outsourcing of IT jobs to cheaper overseas labor and globalization of IT companies become a common practice. Graduates of IT university courses must be well prepared to address the needs and expectations of business, industry and every day life. Many factors in an Information Technology curriculum influence graduates’ professional preparation and image. The most important of them is to reflect technology change, the current state of knowledge of computing, business and industry demands and students’ expectations. The aim of our project was to develop a new Bachelor of IT curriculum that satisfies these requirements. In this report we concentrate our attention on two critical aspects of IT curriculum content, the modern technologies to be used to illustrate basic concepts and principles of computing, and the generic skills that each graduate is expected to acquire to get a job in Australia.

An exploration of massively multiplayer online role playing games : their application to public relations education and possible future public relations practice

Social communication technologies present exciting and challenging opportunities for public relations professionals. Although not new the latest online attraction grabbing the attention of educators and companies around the globe are the virtual worlds known as Massively-Multiplayer Online Role-Playing Games (MMORPGs). This paper will examine MMORPGs - in particular Second Life - and consider their potential as an educational medium and relevance to the practice of public relations. The paper argues that MMORPGs slwuld be taken seriously by educators and public relations professionals alike and not simply be treated as online entertainment.

Pharmaceutical companies' public relations and representation by internet

This paper is part of study of how the adoption of the Internet is affecting the traditional public relations practices of Australian pharmaceutical companies. It suggests that Australian pharmaceutical companies are behind both America and Europe, not only in their adoption of the Internet, but also in their application of Internet technologies for public relations. It also suggests that direct interpersonal communication remains the preferred option for Australian pharmaceutical companies to communicate and build relationships with doctors and pharmacists. The paper is the result of interviews with pharmacists and doctors and one pharmaceutical industry representative. It also involved a survey of pharmaceutical companies’ web sites.

New forms of organising : changing structures, processes and boundaries in a public sector institution

Globalisation, deregulation, privatisation, and advances in communications technologies have intensified competition and impacted on the structures, processes and boundaries that define organisations. Increased competition at both the local and global level calls for increased responsiveness and flexibility, and continuous improvement and innovation. As organisations endeavour to become more attentive and responsive to environmental trends, and customer needs and expectations, they are experimenting with different forms of organising. This has included flattening structures, devolving decision-making responsibility and encouraging greater collaboration and knowledge transfer across functional areas.

The William Angliss Institute of TAFE operates in the post-secondary sector which has experienced significant changes over the past decade as a result of: wide-ranging public sector reforms imposed by successive governments; budgetary cutbacks; accountability and performance improvement pressures; increased national and international competition, industrial relations changes and more demanding, sophisticated customers. This paper draws on the INNFORM Study's three organisational design dimensions of structure, process, and boundaries to examine the nature and degree of change that has taken place at the Institute. Case study findings indicate that while William Angliss has implemetted changes across the three design dimensions, the depth and breadth of these vary and this has impacted on overall performance outcomes. Its experience suggests that even when an organisation adopts a systemic approach and implements changes simultaneously across structure, process and boundaries, optimal performance benefits will not accrue unless these elemental changes are mutually reinforcing and complementary. It also suggests that improvement to processes, particularly communications and human resources practices must be an overarching consideration, as complementary change across all three design dimensions depends ultimately on the contribution and commitment organisational members are prepared to make.

A preliminary examination of public opinion in Australia on the use of biometric devices or identifiers in everyday life

Since the September 11,2001 terrorist attacks in New York City, many countries including Australia have been able to justify the use of biometric devices for identification and surveillance of their own citizens and others in the name of national security.

This paper reports on the preliminary findings of a survey that examined Australians' views and experiences with the use of biometric devices in everyday situations in the context of their potential to serve as a 'Panopticon' to keep the nation's citizenry under surveillance. It discusses the adoption of the new communication technology from the point of view of the Justification model that sees technology choice as social
gambling and the pluralist view of technology that sees technology as neutral in itself but as having negative or positive effects on society based on how It is used.

The paper proposes the need for Australian society to balance citizens' right to privacy and civil liberties with the right to stay alive and safe from terrorism and how it may be done with the necessary legal and regulator)' safeguards.

Re-envisioning literacy instruction with adolescents: multiliteracies, multimodality and new technologies

Engaging students' lifeworlds and the concerns of their communities in globalised, semiotic and information societies is imperative in New Times. As youth continue to exhibit their proficiency with new literacies emerging from Internet communication technologies (leTs), education-particularly curriculum and instruction-remains largely focused around monomodal, print-only literacy practices, often ignoring students' hybrid multiple voices. This paper reports on two curricular interruptions to the progressive reading and writing workshop that acknowledged adolescents' engagement with digital technologies and their new multimodalliteracy practices in a year eight public classroom within a small urban academy of technology.

Socio-demographic variations in walking for transport for recreation or exercise among adult Australians.

Background: Walking is integral to strategies to promote physical activity. We identified socio-demographic variations in walking for transport, and for recreation or exercise. Methods: Representative population data (n = 3392) from Australia were collected using computer assisted telephone interviewing, to examine adults’ participation in moderate- or brisk-paced walking for transport and walking for recreation or exercise; walking “sufficient” to meet the current public health guideline (> 150 min/wk); and, the contributions of total walking to meeting the guideline for total physical activity. Results: Rates of sufficient walking for transport (10% for men, 9% for women) were lower than those for walking for recreation or exercise (14% for both genders). Few socio-demographic differences emerged. Men over age 60 y were significantly less likely (OR = 0.40) to walk for transport; men age 45 to 59 y were more likely (OR = 1.56) to walk for recreation or exercise. Walking contributed more toward meeting the current public health guideline among women (15% to 21%) than among men (6% to 8%). Conclusions: There is potential for socially equitable increases in participation, through a focus on both walking for transport and on walking for recreation or exercise; attention to gender differences would be helpful.