Response style heterogeneity in empirical marketing research. This study aims to improve the validity of empirical studies by accounting for different ways in which respondents answer questionnaires (response styles) while analysing the data. Response styles have been shown to depend on the cultural background of respondents. This work therefore is of particular importance in Australia given the large number of cultural backgrounds residents come from. The proposed method will be empirically tes ....Response style heterogeneity in empirical marketing research. This study aims to improve the validity of empirical studies by accounting for different ways in which respondents answer questionnaires (response styles) while analysing the data. Response styles have been shown to depend on the cultural background of respondents. This work therefore is of particular importance in Australia given the large number of cultural backgrounds residents come from. The proposed method will be empirically tested in the context of surveys investigating sustainable tourism, public acceptance of alternative water sources and volunteering, three areas which are central to maintaining Australia's environmental sustainability and providing social and environmental services which are not covered by the commercial sector.Read moreRead less
Advanced issues in market segmentation research. We will investigate unresolved questions in market segmentation research that will provide answers to the following questions as outcome:
- How to pre-assess market segmentation data structure.
- How to improve the partitioning.
- How to visualize and present the resulting segmentation solutions.
- How to generalize the outcomes over multiple periods of time.
These tasks represent fundamental methodological research. The scientific significan ....Advanced issues in market segmentation research. We will investigate unresolved questions in market segmentation research that will provide answers to the following questions as outcome:
- How to pre-assess market segmentation data structure.
- How to improve the partitioning.
- How to visualize and present the resulting segmentation solutions.
- How to generalize the outcomes over multiple periods of time.
These tasks represent fundamental methodological research. The scientific significance consequently lies in knowledge development and methodological improvement. Findings will also enable both academic researchers using market segmentation methodology as well as practitioners applying such techniques to significantly improve the quality of their market structure analyses.Read moreRead less
Womens access to welfare after prison - an international comparison. The aim of the proposed research is to undertake an comparative analysis of the services accessed by female prisoners following their return to the community and the potential of these services to reduce re-offending. This analysis will build upon the current ARC project in Victoria and a similar project in Scotland. Scotland and Victoria provide an interesting focus for comparative research, having similar populations, similar ....Womens access to welfare after prison - an international comparison. The aim of the proposed research is to undertake an comparative analysis of the services accessed by female prisoners following their return to the community and the potential of these services to reduce re-offending. This analysis will build upon the current ARC project in Victoria and a similar project in Scotland. Scotland and Victoria provide an interesting focus for comparative research, having similar populations, similar numbers of women imprisoned and similar increases during the last decade in the daily female prison population. Moreover in both jurisdictions initiatives are being introduced to enhance women's access to services when they leave prison.
The purpose of the proposed research will be to develop and implement a framework for the comparative analysis of data on women's experiences after prison that will be generated by two funded studies in Scotland and Victoria.Read moreRead less
Research Training, Scientists, Mobility and Innovation: enhancing comparative methodologies. The collaboration will facilitate transfer of research value mapping (RVM) methods and technologies from a leading US centre into Australia. The RVM program focus on university-business collaboration will orient future collaborative projects and analyses. This will enhance the state-of-the-art of research evaluation in Australia over time. Extension of the CIs unique survey database will incorporate comp ....Research Training, Scientists, Mobility and Innovation: enhancing comparative methodologies. The collaboration will facilitate transfer of research value mapping (RVM) methods and technologies from a leading US centre into Australia. The RVM program focus on university-business collaboration will orient future collaborative projects and analyses. This will enhance the state-of-the-art of research evaluation in Australia over time. Extension of the CIs unique survey database will incorporate comparative dimensions into research value mapping. A focus on Australian respondents in the international database (n=1300) will lead to analyses that inform science policy and scientist human resource development in Australia. This will provide a deeper understanding of Australia’s science role in the Asia Pacific region.Read moreRead less
The role of households, neighbourhoods and networks in social statistics. Many issues affect the social progress of the country. Social research can determine the factors affecting issues such as unemployment, poverty, educational attainment, crime victimization and poor health. Survey and other data are used extensively to examine these conditions and their association with attributes of people. This project will provide methods to better determine the impact of effects associated with the h ....The role of households, neighbourhoods and networks in social statistics. Many issues affect the social progress of the country. Social research can determine the factors affecting issues such as unemployment, poverty, educational attainment, crime victimization and poor health. Survey and other data are used extensively to examine these conditions and their association with attributes of people. This project will provide methods to better determine the impact of effects associated with the household structure and other groups and social networks. The improved ability to assess the impact of these factors will have economic and social benefits. These benefits will arise from improved analysis leading to better decisions and improvements in the design of research studies improving their cost efficiency.Read moreRead less
Efficient data manipulation in document classification. Document Classification has an enormous relevance in an era where large amounts of textual information is available. Document Classification is based on statistical and machine learning techniques that model documents represented as points in a multidimensional space. The Computer Engineering Laboratory (CEL) has ongoing projects using neural networks and other techniques for document classification. We are developing a development environm ....Efficient data manipulation in document classification. Document Classification has an enormous relevance in an era where large amounts of textual information is available. Document Classification is based on statistical and machine learning techniques that model documents represented as points in a multidimensional space. The Computer Engineering Laboratory (CEL) has ongoing projects using neural networks and other techniques for document classification. We are developing a development environment for large classification tasks, and Prof. Lee¡¯s work will focus in managing large amounts of data for them. Using his experience in data compression, databases and web applications, he will produce a set of tools for handling Gigabytes of textual data in our classification environment.Read moreRead less
University of Queensland/Arizona State University partnership to design industrially suitable zeolite membranes for desalination. For desalination, the highest costs are organic-based membrane replacement (lasting ~1 year) and energy requirement. Functionalised zeolitic membranes are low-cost, high performing, chemically tolerant and thermally stable. New zeolite membranes in principle could perform the separation outlasting their organic counterparts, while at the same time offering major energ ....University of Queensland/Arizona State University partnership to design industrially suitable zeolite membranes for desalination. For desalination, the highest costs are organic-based membrane replacement (lasting ~1 year) and energy requirement. Functionalised zeolitic membranes are low-cost, high performing, chemically tolerant and thermally stable. New zeolite membranes in principle could perform the separation outlasting their organic counterparts, while at the same time offering major energy reductions from higher fluxes. Current zeolite membrane research for desalination however is lacking. The proposed team offers experience in bringing highly significant lab scale technologies to industrial scales. The outcomes will address mutual priorities between Australia and USA for reliable low cost supply of fresh water.Read moreRead less
User-Driven Composition of Web Services. Web service composition technology promises to revolutionise the way in which organisations interact over the Web. However existing environments for the composition of Web services are too complex to use and are usually intended for experienced application developers as they rely either on scripting languages, or on a process-modelling notations intended to be used by IT experts. However, the need for customised composition of Web services is likely to em ....User-Driven Composition of Web Services. Web service composition technology promises to revolutionise the way in which organisations interact over the Web. However existing environments for the composition of Web services are too complex to use and are usually intended for experienced application developers as they rely either on scripting languages, or on a process-modelling notations intended to be used by IT experts. However, the need for customised composition of Web services is likely to emanate from non IT-experts.
The project aims at designing, implementing, and evaluating an environment for the specification and execution of composite Web services by non-expert.Read moreRead less
Privacy-preserving Web Services Composition. Web services composition is emerging as a promising technology for the
effective automation of business-to-business collaborations. It allows
organizations to form alliances by connecting their applications and systems, in order to offer ``one-stops shops'' for their customers. However, several important issues (e.g., security and privacy) need to be properly addressed before Web services technology meets the requirements of critical applications s ....Privacy-preserving Web Services Composition. Web services composition is emerging as a promising technology for the
effective automation of business-to-business collaborations. It allows
organizations to form alliances by connecting their applications and systems, in order to offer ``one-stops shops'' for their customers. However, several important issues (e.g., security and privacy) need to be properly addressed before Web services technology meets the requirements of critical applications such as e-goverment. This project aims at providing privacy preserving Web services composition techniques. The anticipated outcome of this project is a service composition framework that provides seamless interoperability between different Web services without violiating citizens and organisations privacy.Read moreRead less
Extensions to the page scoring algorithm in internet search engine studies. This project proposes to study two extensions to the Page rank equation which is one of the theoretical underpinning of Google's web page scoring engine. In particular, we wish to explore ways to combine page connectivity and page characteristics in the scoring of web pages. This will be the first time a rational way is proposed for combining these two factors. The expected outcome will be a deeper understanding on how t ....Extensions to the page scoring algorithm in internet search engine studies. This project proposes to study two extensions to the Page rank equation which is one of the theoretical underpinning of Google's web page scoring engine. In particular, we wish to explore ways to combine page connectivity and page characteristics in the scoring of web pages. This will be the first time a rational way is proposed for combining these two factors. The expected outcome will be a deeper understanding on how these two factors affect the scores of a web page in a search engine, and hence how they affect the visibility of the page in response to a query.
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