Application of multiple criteria decision methods in space exploration initiative design and planning

Fellowship activities were directed towards the identification of opportunities for application of the Multiple Criteria Decision Making (MCDM) techniques in the Space Exploration Initiative (SEI) domain. I identified several application possibilities and proposed demonstration application in these three areas: evaluation and ranking of SEI architectures, space mission planning and selection, and space system design. Here, only the first problem is discussed. The most meaningful result of the analysis is the wide separation between the two top ranked architectures, indicating a significant preference difference between them. It must also be noted that the final ranking reflects, to some extent, the biases of the evaluators and their understanding of the architecture

Antidiarrheal Activity of Three Medicinal Plants in Swiss Albino Mice

Background: Different parts of Allamanda neriifolia (AN), Crinum latifolium (CL), and Bruguiera cylindrical (BC) are used in folk medicine to treat diarrhea. Therefore, the aim of this study was to investigate and compare possible antidiarrheal activity of methanol extracts from barks, stems, and roots of AL, CL, and BC in Swiss albino mice. Methods: Antidiarrheal activities of extracts were evaluated at three doses (100mg/kg, 200 mg/kg and 400mg/kg) and compared with Loperamide in a castor oil-induced diarrhea and charcoal meal test model in the Swiss albino mice. Results: The aqueous extract of CL and BC administered at doses of 100, 200 and 400mg/kg showed 0%, 24.5%, 62.26% and 5.66%, 37.11%, and 62.26% diarrhea inhibition, respectively (Table 2). This reduction in diarrheal episodes is significant, and maximum effect was observed at the dose of 400mg/kg similarly in the alcohol extracts of both CL and BC. AN administered at the dose of 100, 200 and 400mg/kg showed 55.97%, 74.84% and 74.84% diarrhea inhibition, respectively. Conclusion: The antidiarrheal effect of the AN extract, in contrast to CL and BC, against the castor oil-induced diarrhea model prove its efficacy in an extensive range of diarrheal conditions

Large expert-curated database for benchmarking document similarity detection in biomedical literature search

Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists from 84 countries, who have collectively annotated the relevance of over 180 000 PubMed-listed articles with regard to their respective seed (input) article/s. The majority of annotations were contributed by highly experienced, original authors of the seed articles. The collected data cover 76% of all unique PubMed Medical Subject Headings descriptors. No systematic biases were observed across different experience levels, research fields or time spent on annotations. More importantly, annotations of the same document pairs contributed by different scientists were highly concordant. We further show that the three representative baseline methods used to generate recommended articles for evaluation (Okapi Best Matching 25, Term Frequency-Inverse Document Frequency and PubMed Related Articles) had similar overall performances. Additionally, we found that these methods each tend to produce distinct collections of recommended articles, suggesting that a hybrid method may be required to completely capture all relevant articles. The established database server located at https://relishdb.ict.griffith.edu.au is freely available for the downloading of annotation data and the blind testing of new methods. We expect that this benchmark will be useful for stimulating the development of new powerful techniques for title and title/abstract-based search engines for relevant articles in biomedical research.Peer reviewe

Knowledge, Attitude and Perceptions of University Students towards Educational Loans in Malaysia

National Higher Education Fund Corporation (PTPTN) loan is the major source of financing tertiary education in Malaysia. Non-repayment of the loan among university students after they have graduated becomes a major problem to the government since the total amount of loan available to the students is depended on the loan repayment. This study sought to examine the students’ knowledge and attitude regarding the loan. Three aspects of focus are knowledge, attitude and perception of students towards the loan and the repayment of the loan. This study also analyzed the legal literacy of students towards the PTPTN agreement. A total of 1,500 students of University Putra of Malaysia participated in the study and data were collected using self-administered questionnaire. The findings revealed that students have good knowledge about PTPTN loan agreement but there were a significant proportion of students with negative attitudes towards the repayment of the loan. Majority of them perceived the loan as a burden to them and it limits many options of their life after graduation. Copyright Springer Science+Business Media, Inc. 2006College students, Educational loan, Malaysia,