Griffith University

About: Griffith University is a education organization based out in Brisbane, Queensland, Australia. It is known for research contribution in the topics: Population & Poison control. The organization has 13830 authors who have published 49318 publications receiving 1420865 citations.

Global Epidemiology of Head and Neck Cancers: A Continuing Challenge.

Abstract: Background: Head and neck cancers (HNCs) continue to remain a significant public health burden worldwide, causing significant mortality and morbidity despite significant clinical advances enabling their early diagnosis and treatment. Methods: We used data from the GLOBOCAN 2012, Cancer Incidence in Five Continents, World Health Organization Mortality Database and Surveillance, Epidemiology, and End Results programmes to describe the current epidemiology of HNCs. Results: Estimated age-standardised incidence/mortality rates for cancers of the lip and oral cavity among males and females (7.0/2.3 and 2.6/0.6 per 100,000 per annum) in more developed regions are higher compared to those in less developed regions (5.0/2.8 and 2.5/1.4 per 100,000 per annum). Similarly, the estimated rates for cancers of the tonsils and pharynx among males (7.5/2.5 per 100,000 per annum) and females (2.7/0.5 per 100,000 per annum) are reported to be the highest in Western Europe, whereas these rates for cancer of the larynx among males (7.9/4.0 per 100,000 per annum) and females (0.9/0.5 per 100,000 per annum) are reported to be the highest in the Caribbean. Cancer of the nasopharynx represents a significant HNC burden in the Asia-Pacific region and Northern Africa. Conclusion: The current and future estimated burden of HNCs is shifting to less developed regions which may be ill equipped to deal with this increasing burden. This needs urgent attention of policy makers through effective cancer control policy implementation with population-based interventions.

Learning Graph-based POI Embedding for Location-based Recommendation

Abstract: With the rapid prevalence of smart mobile devices and the dramatic proliferation of location-based social networks (LBSNs), location-based recommendation has become an important means to help people discover attractive and interesting points of interest (POIs). However, the extreme sparsity of user-POI matrix and cold-start issue create severe challenges, causing CF-based methods to degrade significantly in their recommendation performance. Moreover, location-based recommendation requires spatiotemporal context awareness and dynamic tracking of the user's latest preferences in a real-time manner. To address these challenges, we stand on recent advances in embedding learning techniques and propose a generic graph-based embedding model, called GE, in this paper. GE jointly captures the sequential effect, geographical influence, temporal cyclic effect and semantic effect in a unified way by embedding the four corresponding relational graphs (POI-POI, POI-Region, POI-Time and POI-Word)into a shared low dimensional space. Then, to support the real-time recommendation, we develop a novel time-decay method to dynamically compute the user's latest preferences based on the embedding of his/her checked-in POIs learnt in the latent space. We conduct extensive experiments to evaluate the performance of our model on two real large-scale datasets, and the experimental results show its superiority over other competitors, especially in recommending cold-start POIs. Besides, we study the contribution of each factor to improve location-based recommendation and find that both sequential effect and temporal cyclic effect play more important roles than geographical influence and semantic effect.

Realising the educational worth of integrating work experiences in higher education

Abstract: Across advanced industrial economies, programs in higher education are increasingly becoming occupationally specific and universities are being seen as providers of ‘higher vocational education’. With this have come expectations that graduates from these programs will enjoy smooth transitions into professional practice. Aligned with these expectations is an educational emphasis on providing students with access to and engagement in authentic instances of practice, and an expectation that these will be effectively integrated within higher education programs. Consequently, it is important to understand how these kinds of educational purposes and processes can be realised, and how higher education students’ experiences in both university and practice settings should be best organised and integrated to realise these purposes. This article discusses the worth of these educational purposes and bases for realising the effective integration of these work experiences. This discussion includes considerations of the...

The age of the hominin fossils from Jebel Irhoud, Morocco, and the origins of the Middle Stone Age

Abstract: The timing and location of the emergence of our species and of associated behavioural changes are crucial for our understanding of human evolution. The earliest fossil attributed to a modern form of Homo sapiens comes from eastern Africa and is approximately 195 thousand years old, therefore the emergence of modern human biology is commonly placed at around 200 thousand years ago. The earliest Middle Stone Age assemblages come from eastern and southern Africa but date much earlier. Here we report the ages, determined by thermoluminescence dating, of fire-heated flint artefacts obtained from new excavations at the Middle Stone Age site of Jebel Irhoud, Morocco, which are directly associated with newly discovered remains of H. sapiens. A weighted average age places these Middle Stone Age artefacts and fossils at 315 ± 34 thousand years ago. Support is obtained through the recalculated uranium series with electron spin resonance date of 286 ± 32 thousand years ago for a tooth from the Irhoud 3 hominin mandible. These ages are also consistent with the faunal and microfaunal assemblages and almost double the previous age estimates for the lower part of the deposits. The north African site of Jebel Irhoud contains one of the earliest directly dated Middle Stone Age assemblages, and its associated human remains are the oldest reported for H. sapiens. The emergence of our species and of the Middle Stone Age appear to be close in time, and these data suggest a larger scale, potentially pan-African, origin for both.