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Big Data Analysis Tools Combined with AHP for Improving Bank Services Sales 结合AHP的大数据分析工具提升银行服务销售
Pub Date : 2019-01-01 DOI: 10.24327/IJRSR.2019.1012.4882
F. Mayor-Vitoria, A. Garcia-Bernabeu, David Pla Santamaría, Francisco Salas-Molina, Abdul Rahman Nor Aida
This paper deals with two important issues related to the decision making in the financial field: Big Data and Multicriteria Decision Making (MCDM) methods. To handle the combination between them, we apply the so-called MapReduce paradigm, which is widely deployed in big data analysis, and the Analytic Hierarchy Process (AHP), which is the most used method among the MCDM methodologies. The main gap to cover is shown in two directions; on the one hand, how big data analysis can help to overcome the limitations of methodologies such as AHP when a vast number of alternatives are present, on the other hand, we look at how MCDM methods can help big data analysis to go one step beyond, that is to say, to move from the predictive to the prescriptive analysis. To illustrate the whole approach, we show its application to a real world decision problem concerning the sale of travel insurances. Our methodology returns an accurate ranking of potential clients before being contacted by the sales agent working for a commercial bank. So it helps to the sales profession by contributing to the creation of value for customers and to the sales professionals by optimizing their functions.
本文讨论了金融领域中与决策相关的两个重要问题:大数据和多准则决策方法。为了处理它们之间的结合,我们使用了在大数据分析中广泛使用的所谓MapReduce范式,以及在MCDM方法中使用最多的层次分析法(AHP)。要覆盖的主要间隙显示在两个方向上;一方面,当存在大量替代方案时,大数据分析如何帮助克服AHP等方法的局限性;另一方面,我们看看MCDM方法如何帮助大数据分析更进一步,也就是说,从预测分析转向规范分析。为了说明整个方法,我们展示了它在一个关于旅游保险销售的现实决策问题中的应用。我们的方法在为商业银行工作的销售代理联系潜在客户之前返回准确的排名。因此,通过为客户创造价值,通过优化销售专业人员的职能,它有助于销售专业人员。
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引用次数: 0
PREDICTING ACADEMIC DEVELOPMENT: THE ROLE OF PSYCHOSOCIAL AND FAMILY FACTORS 预测学业发展:心理社会和家庭因素的作用
Pub Date : 2018-09-28 DOI: 10.24327/IJRSR.2018.0909.2745
Richard Gamble, T. Cassidy, M. McLaughlin, M. Giles
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引用次数: 0
STRUVITE FORMING POSSIBILITY BASED ON THE COMPONENT CONCENTRATION IN LIQUID PHASE OF ANAEROBICALLY DIGESTED SLUDGE AT VARYING TEMPERATURE AND pH AND PHOSPHORUS RECOVERY USING ACETATE AND TRIS BUFFER SOLUTION A CASE STUDY AT AALBORG WEST WASTEWATER TREATMENT PLANT 以奥尔堡西污水处理厂为例,研究了厌氧消化污泥在不同温度和pH下液相组分浓度形成鸟粪石的可能性,以及醋酸盐和TRIS缓冲液对磷的回收
Pub Date : 2018-07-01 DOI: 10.24327/IJRSR.2018.0907.2415
Rupa Chand
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引用次数: 2
Moving from cloud to fog: scenarios and security concerns 从云到雾:场景和安全问题
Pub Date : 2018-04-28 DOI: 10.24327/IJRSR.2018.0904.1976
Aradhana
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引用次数: 1
Propositions on factors enabling to sustain the social entrepreneurial venture 社会创业持续发展的要素命题
Pub Date : 2018-03-28 DOI: 10.24327/ijrsr.2018.0903.1869
A. IrudayaVeniMary, M. VictorLouisAnthuvan, P. Christie, Indira
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引用次数: 0
Effect of abroma augusta mother tincture in type 2 diabetes mellitus by assessing blood glucose levels - a clinical study abroma augusta母酊剂对2型糖尿病患者血糖水平影响的临床研究
Pub Date : 2018-03-28 DOI: 10.24327/IJRSR.2018.0903.1707
E. SivaRamiReddy., P. Sharma, P. Raj
Studies using Abroma Augusta Mother Tincture have reported beneficial effect from treating in Type 2 diabetes mellitus. Diabetes mellitus is a clinical syndrome characterized by hyperglycemia due to absolute or relative deficiency of insulin. There is disturbance of intermediary metabolism mainly manifesting as chronic hyperglycemia. Diabetes Mellitus is a global health problem that is often treated with homeopathy. Objective: The objective of this review will be to evaluate the effectiveness of homoepathic medicines in Type 2 diabetes mellitus with Abroma Augusta Mother Tincture. Material and Method: Thirty cases of type 2 diabetes mellitus (Diagnosed based on clinical history and investigations). Abroma Augusta Mother Tincture prescribed for these cases and follow up every one month up to six months. Results: Over a period of 6 months, there was a significant reduction in all the clinical parameters which includes Fasting Blood Sugar (FBS), Post Prandial Blood Sugar (PPBS) in test group with t test (P=0.0001) . i.e. Abroma Augusta Mother Tincture showed significant effect compared to the placebo group. ANOVA repeated measures also showed significant difference (P = 0.001). Conclusion: There is a significant reeducation in blood glucose levels in cases of type 2 diabetes mellitus before, during and after with Abroma Augusta Mother Tincture.
使用Abroma Augusta母酊剂的研究报道了治疗2型糖尿病的有益效果。糖尿病是一种以胰岛素绝对或相对缺乏引起高血糖为特征的临床综合征。有中间代谢紊乱,主要表现为慢性高血糖。糖尿病是一个全球性的健康问题,通常用顺势疗法治疗。目的:本综述的目的是评价同势疗法药物与Abroma Augusta母酊联合治疗2型糖尿病的疗效。材料与方法:30例2型糖尿病(根据临床病史和调查诊断)。Abroma Augusta Mother酊剂用于这些病例,并每一个月至六个月随访一次。结果:6个月后,试验组患者空腹血糖(FBS)、餐后血糖(PPBS)等各项临床指标均显著降低,经t检验(P=0.0001)。即,与安慰剂组相比,Abroma Augusta母酊剂显示出显著的效果。方差分析重复测量也显示显著差异(P = 0.001)。结论:Abroma Augusta母酊对2型糖尿病患者的血糖水平有显著的再教育作用。
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引用次数: 3
Prevalence of pathogenic bacterial isolates in wound infection and their antimicrobial susceptibility pattern: a study conducted at burdwan medical college and hospital, india 印度布尔德万医学院和医院伤口感染病原菌分离株的流行及其抗菌药物敏感性研究
Pub Date : 2018-02-28 DOI: 10.24327/ijrsr.2018.0902.1557
S. Saha, Purbasha Ghosh, G. Mitra, S. Saha, N. Choudhury
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引用次数: 2
Review: association between dna methylation of cyp gene family in vitamin d signalling pathway and type 2 diabetes 综述:维生素d信号通路cyp基因家族dna甲基化与2型糖尿病的关系
Pub Date : 2018-02-28 DOI: 10.24327/IJRSR.2018.0902.1625
Savitesh Kushwaha, Neha Singh
Diabetes is a major public health problem which occurs both due to environmental and genetic predisposition. The vitamin D deficiency is one of the factor causing type 2 diabetes and increasing its complications. Vitamin D regulates Ca in humans and CYP2R1 gene methylation decreases vitamin D level. Ca plays a pivotal role intracellular signal in the regulation of insulin secretion from pancreatic β-cells. So, deficiency of vitamin D due to CYP2R1 gene methylation affects Ca secretion which further affects insulin level. This fluctuation in insulin level due to CYP2R1 gene methylation might results in type 2 diabetes, although this statement needs further verification via experimental methods.
糖尿病是一个主要的公共卫生问题,其发生是由于环境和遗传易感性。维生素D缺乏是导致2型糖尿病并增加其并发症的因素之一。维生素D调节人体钙,CYP2R1基因甲基化降低维生素D水平。Ca在调节胰腺β细胞分泌胰岛素的胞内信号中起关键作用。因此,CYP2R1基因甲基化导致维生素D缺乏影响Ca分泌,进而影响胰岛素水平。这种由CYP2R1基因甲基化引起的胰岛素水平波动可能导致2型糖尿病,尽管这种说法需要通过实验方法进一步验证。
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引用次数: 0
Major determinants of severe acute malnutrition in under five children in jimma town of south west ethiopia 埃塞俄比亚西南部吉马镇五岁以下儿童严重急性营养不良的主要决定因素
Pub Date : 2018-01-28 DOI: 10.24327/IJRSR.2018.0901.1406
Berhanu Andarge, Abhay Kumar, J. Quadri, S. A, M. Sinaga, Tabarak Malik
Under-nutrition during infancy and early childhood, when the developmental process are in very dynamic state, substantially increase vulnerability to different types of adverse health effects including infection, immune deficiency and other disease, leads to increased risk of premature death. In 2012, globally 162 million children were stunted, 99 million children were under weight, 51 million were wasted and 45% of 6.9 million child deaths occurred in 2011, which were related to under-nutrition. Methodology: Major determinants of malnutrition in sick children fewer than five years of age were evaluated and compared with age matched well nourished children. The nutritional statuses of the subjects (80 malnourished and 80 well nourished) were determined by measuring MUAC. Different socio-economic indicators of the subjects were evaluated and correlated with malnutrition and disease severity to find out the determinants of malnutrition in children of Jimma town. Results: Most of the severely malnourished were resident of rural area (88.8%). Out of 80 malnourished children, 51(63.75%) were belong to families having monthly income <500 birr, where as in well nourished group (80 children) only 22 (27.5%) were belong to families having monthly income <500 birr. In malnourished group 61.8% of children were having diarrheal episode during past 2 weeks. The prevalence of diarrhea in malnourished group was 21.3% which is higher than well-nourished group. Conclusion: Place of residence, literacy status of mother, family size, family income, vaccination, presence TB, marital status of mother, diarrhea, timing of supplementary diet and water sources are the major determinants of SAM.
婴儿期和幼儿期营养不足,因为发育过程处于非常动态的状态,大大增加了对各种不利健康影响的脆弱性,包括感染、免疫缺陷和其他疾病,导致过早死亡的风险增加。2012年,全球有1.62亿儿童发育迟缓,9900万儿童体重不足,5100万儿童消瘦,2011年690万儿童死亡中有45%与营养不良有关。方法:评估五岁以下患病儿童营养不良的主要决定因素,并与年龄匹配的营养良好的儿童进行比较。通过测定MUAC测定营养不良80例,营养良好80例。对研究对象的不同社会经济指标进行了评估,并将其与营养不良和疾病严重程度相关联,以找出Jimma镇儿童营养不良的决定因素。结果:严重营养不良人群以农村居民居多(88.8%);在80名营养不良儿童中,51名(63.75%)来自月收入低于500比尔的家庭,而在营养良好组(80名儿童)中,只有22名(27.5%)来自月收入低于500比尔的家庭。在营养不良组中,61.8%的儿童在过去2周内出现腹泻。营养不良组腹泻发生率为21.3%,高于营养良好组。结论:居住地、母亲文化程度、家庭规模、家庭收入、接种疫苗、是否存在结核病、母亲婚姻状况、腹泻、补充饮食时间和水源是SAM的主要决定因素。
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引用次数: 1
Consumers’ perception towards sustainable consumption in eastern u.p.: a comparative study of varanasi and allahabad districts 北方邦东部消费者对可持续消费的看法:瓦拉纳西和阿拉哈巴德地区的比较研究
Pub Date : 2018-01-28 DOI: 10.24327/ijrsr.2018.0901.1410
B. Shukla, Hariom Gupta, H. Srivastava
As we have witnessed a trend in the recent past years, the consumer is becoming more aware and serious to consume eco–friendly products. The success story of LED Bulb product shows a clear-cut evidence for this. Not only this product but many more technologies are being developed by the companies to maintain its customers. One thing is more important here to mention that the companies is not doing it willingly but it have been forced due to increasing awareness among consumers for Eco–Friendly / Sustainable products which creates a new segment of business. Due to growing importance of eco–friendly products it becomes crucial to study the perception of consumer with respect to sustainable products.
正如我们所看到的,在过去的几年里,消费者越来越意识到和认真消费环保产品的趋势。LED灯泡产品的成功故事为这一点提供了明确的证据。不仅是这个产品,公司还在开发更多的技术来维护它的客户。更重要的是,这些公司并不是自愿这样做的,而是被迫这样做的,因为消费者对环保/可持续产品的意识日益增强,这创造了一个新的业务领域。由于环保产品的重要性日益增加,研究消费者对可持续产品的看法变得至关重要。
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International journal of recent scientific research
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