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Shubham Goel Ravinder Kumar Munish Kumar Vikram Chopra 《Information processing & management》2019,56(3):1053-1066
In the whole world, the internet is exercised by millions of people every day for information retrieval. Even for a small to smaller task like fixing a fan, to cook food or even to iron clothes persons opt to search the web. To fulfill the information needs of people, there are billions of web pages, each having a different degree of relevance to the topic of interest (TOI), scattered throughout the web but this huge size makes manual information retrieval impossible. The page ranking algorithm is an integral part of search engines as it arranges web pages associated with a queried TOI in order of their relevance level. It, therefore, plays an important role in regulating the search quality and user experience for information retrieval. PageRank, HITS, and SALSA are well-known page ranking algorithm based on link structure analysis of a seed set, but ranking given by them has not yet been efficient. In this paper, we propose a variant of SALSA to give sNorm(p) for the efficient ranking of web pages. Our approach relies on a p-Norm from Vector Norm family in a novel way for the ranking of web pages as Vector Norms can reduce the impact of low authority weight in hub weight calculation in an efficient way. Our study, then compares the rankings given by PageRank, HITS, SALSA, and sNorm(p) to the same pages in the same query. The effectiveness of the proposed approach over state of the art methods has been shown using performance measurement technique, Mean Reciprocal Rank (MRR), Precision, Mean Average Precision (MAP), Discounted Cumulative Gain (DCG) and Normalized DCG (NDCG). The experimentation is performed on a dataset acquired after pre-processing of the results collected from initial few pages retrieved for a query by the Google search engine. Based on the type and amount of in-hand domain expertise 30 queries are designed. The extensive evaluation and result analysis are performed using MRR, [email protected], MAP, DCG, and NDCG as the performance measuring statistical metrics. Furthermore, results are statistically verified using a significance test. Findings show that our approach outperforms state of the art methods by attaining 0.8666 as MRR value, 0.7957 as MAP value. Thus contributing to the improvement in the ranking of web pages more efficiently as compared to its counterparts. 相似文献
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Anuradha Bharosay Vivek Vikram Bharosay Kiran Saxena Meena Varma 《Indian journal of clinical biochemistry : IJCB》2018,33(2):178-183
This study was undertaken to evaluate the role of serum neuron specific enolase (NSE) in prediction of disability and neurological worsening in hypertensive ischemic cerebrovascular stroke. 80 hypertensive ischemic stroke patients diagnosed by a neurologist as per WHO definition along with radiological findings suggestive of cerebrovascular stroke and differentiating from hemorrhagic stroke and 60 controls having essential hypertension coming to hospital because of regular checkup or headache but with no neurological disease were included in the study. Neurological disability was assessed by NIHSS at the time of admission (within 72 h from the onset of stroke) and on 7th day after admission and cases were categorized into mild, moderate and severe disability. Venous blood samples were drawn within 72 h from the onset of symptoms. The samples were processed as per the laboratory protocol. The serum NSE samples were analyzed using an enzyme immunoassay based on the sandwich technique. We observed raised serum NSE in hypertensive ischemic stroke (17.4 ± 5.4 ng/ml) with significant association between different hypertensive groups than in hypertensive controls (9.1 ± 0.75 ng/ml). Greater degree of disability was observed in hypertensive stroke patients with raised serum NSE and hypertensive patients with mean serum NSE level of 22.9 ± 3.6 ng/ml and dyslipidemia had greater probability of neurological worsening as compared to those with mean serum NSE level of 12.7 ± 1.2 ng/ml. Serum NSE levels can serve as a peripheral indicator of neuronal damage and assist in the prediction of disability and clinical outcome in hypertensive cerebrovascular ischemic stroke patients. 相似文献
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You Hye Sun Chacko Sonia Mary Kapila Vikram 《Journal of Science Education and Technology》2021,30(4):567-581
Journal of Science Education and Technology - This study describes a professional development (PD) program designed to support middle school teachers in effectively integrating robotics in science... 相似文献
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Brain type natriuretic peptide (BNP)—A marker of new millennium in diagnosis of congestive heart failure 总被引：1，自引：0，他引：1
Arun Raizada Suman Bhandari Muzaiyan Ahmed Khan Harsh Vardhan Singh Sherin Thomas Vikram Sarabhai Neelima Singh Naresh Trehan 《Indian journal of clinical biochemistry : IJCB》2007,22(1):4-9
The burden of disease in patients with congestive heart failure is high. The future of BNP looks promising as it may be a
better diagnostic tool for the diagnosis of CHF in developing countries in new millennium. Natriuretic peptide hormones, a
family of vasoactive peptides with many favourable physiological properties, have emerged as important contenders for development
of diagnostic tools and therapeutic agents in cardiovascular disease. Measurement of B-type natriuretic peptide has become
as an easy-to-perform bedside test. The clinical and diagnostic significance of the measurement of plasma Nt-proBNP in the
diseases of the cardiovascular system with particular emphasis on the assessment of patients with heart failure and their
effects on predicting survival rate. The plasma levels of Nt-proBrain Natriuretic peptide responds more vigorously after myocardial
infarction than those of other natriuretic peptides. This article is an attempt to give a short overview on the utility of
BNP-blood levels for the diagnosis and treatment of heart failure 相似文献
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Two studies investigated 3- to 5-year-olds' trust in a reliable informant when judging novel labels and novel plural and past tense forms. In Study 1, children ( N = 24) endorsed the names of new objects given by an informant who had earlier labeled familiar objects correctly over the names given by an informant who had labeled the same objects incorrectly. In Study 2, children ( N = 24) endorsed novel names given by an informant who had earlier expressed the plural of familiar nouns correctly over one who had expressed the plural incorrectly. But children overwhelmingly endorsed the regular plural and past tense forms of new words provided by the formerly unreliable labeler (Study 1) or morphologist (Study 2) rather than irregular forms of those words provided by the formerly reliable informant. 相似文献
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Samuel D. Chumbley Vikram S. Devaraj Karen Mattick 《Anatomical sciences education》2021,14(2):171-183
Medical education research is becoming increasingly concerned with the value (defined as “educational outcomes per dollar spent”) of different teaching approaches. However, the financial costs of various approaches to teaching anatomy are under-researched, making evidence-based comparisons of the value of different teaching approaches impossible. Therefore, the aims of this study were to report the cost of six popular anatomy teaching methods through a specific, yet generalizable approach, and to demonstrate a process in which these results can be used in conjunction with existing effectiveness data to undertake an economic evaluation. A cost analysis was conducted to report the direct and indirect costs of six anatomy teaching methods, using an established approach to cost-reporting. The financial information was then combined with previously published information about the effectiveness of these six teaching methods in increasing anatomy knowledge, thereby demonstrating how estimations of value can be made. Dissection was reported as the most expensive teaching approach and computer aided instruction/learning (CAI/L) was the least, based on an estimation of total cost per student per year and assuming a student cohort size of just over 1,000 (the United Kingdom average). The demonstrated approach to economic evaluation suggested computer aided instruction/learning as the approach that provided the most value, in terms of education outcomes per dollar spent. The study concludes by suggesting that future medical education research should incorporate substantially greater consideration of cost, in order to draw important conclusions about value for learners. 相似文献
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Bharosay A Saxena K Varma M Bharosay VV Pandey A 《Indian journal of clinical biochemistry : IJCB》2011,26(3):279-282
Stroke being the third leading cause of death and foremost cause of disability, if potential diagnostic utility of blood borne
protein biomarkers in predicting acute stroke is established, it would be a substantial adjunct to computerized tomography
and magnetic resonance imaging which have their own limitations. This study was done to correlate serum Interleukin 6, high
sensitivity C reactive protein at the time of admission with neurological worsening assessed by NIHSS at the time of admission
and 7 days after admission. 46 Patients admitted in neurology department SAIMS, Indore with first ever ischemic stroke within
72 h of onset were included in the study. All patients with history of stroke of more than 72 h onset, Infection & peripartum
stroke were excluded from the study. Disability scoring was done by NIHSS and their serum samples assayed for hsCRP, IL6 by
commercially available quantitative sandwich enzyme-linked immunoadsorbent assay kits. Serum samples of 50 control cases which
included healthy volunteers and staff from SAIMS were also analyzed for hsCRP, IL6 for comparative study. A significant correlation
was observed between NIHSS scoring and serum hsCRP and IL6 at the time of admission. Patients with initial high serum IL6
and hsCRP also showed significant clinical deterioration as assessed by NIHSS scoring 7 days after admission. Elevated hsCRP
and IL6 within 72 h of admission strongly correlated with functional disability in study population in India and may serve
as useful adjunct to CT Scan in emergency setting. 相似文献