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Reducing Data Sparsity in Recommender Systems 减少推荐系统中的数据稀疏性
Pub Date : 2018-09-25 DOI: 10.22401/JNUS.21.2.20
Nadia F. Al-Bakri, S. H. Hashim
Recommender systems are used to find user's interested things among a huge amount of digital information. Collaborative filtering is used to generate recommendations. However, the data sparsity problem leads to generate unreasonable recommendations for those users who provide no ratings. From this point, this paper presents a modest approach to enhance prediction in movielens dataset with high sparsity by applying collaborative filtering methods. The proposal consists of three consequence phases: preprocessing phase, similarity phase, prediction phase. The experimental results obtained conducting similarity measures against movielens user rating datasets show that the result of prediction is enhanced about 10% to15% with the non-sparse rating matrix.
推荐系统用于从海量的数字信息中找到用户感兴趣的东西。协同过滤用于生成推荐。然而,数据稀疏性问题会导致对那些没有提供评级的用户产生不合理的推荐。从这一点出发,本文提出了一种适度的方法,利用协同过滤方法来增强高稀疏度电影数据集的预测能力。该方案包括三个推理阶段:预处理阶段、相似阶段和预测阶段。对电影用户评分数据集进行相似性度量的实验结果表明,非稀疏评分矩阵的预测结果提高了10% ~ 15%。
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引用次数: 25
Synthesis and Characterization of Palladium (II) Complexes Containing Mixed Ligands with Pyrrolidine Dithiocarbamate and Phosphines 吡咯烷二硫代氨基甲酸酯和膦混合配体钯配合物的合成与表征
Pub Date : 2018-06-01 DOI: 10.22401/JNUS.21.2.03
M. S. Hussein
This work includes preparation and characterization of new four mono nuclear complexes of palladium metal ion result from treating palladium chloride with ammonium pyrrolidine dithiocarbamate (PDTC), tertiary phosphines(dppe, dppp) and 2-phenyl pyridine (Hppy) in different molar ratios. All complexes have been characterized by spectroscopic methods{IR, UV-Vis, 1HNMR} spectroscopy, in addition to elemental analysis (C.H.N) and conductivity measurement. pyrrolidine dithiocarbamate‎ ligand behaves like bidentate in the complexes [Pd(PDTC)(dppe)]Cl and [Pd(PDTC)(ppy)] but it behaves as mono dentate in the complexes [Pd(PDTC)2(dppp)] and [Pd(PDTC)2(dppe)], while tertiary phosphines and 2-phenyl pyridine behave like bidentate ligand.
本文研究了用二硫代氨基甲酸吡啶铵(PDTC)、叔膦(dppe、dppp)和2-苯基吡啶(Hppy)以不同摩尔比处理氯化钯后,制备并表征了新型钯金属离子的四种单核配合物。除了元素分析(C.H.N)和电导率测量外,所有配合物都通过光谱方法(IR, UV-Vis, 1HNMR)进行了表征。吡咯烷二硫代氨基甲酸酯配体在[Pd(PDTC)(dppe)]Cl和[Pd(PDTC)(ppy)]配合物中表现为双齿状,而在[Pd(PDTC)2(dppp)]和[Pd(PDTC)2(dppe)]配合物中表现为单齿状,叔膦和2-苯基吡啶则表现为双齿状。
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引用次数: 3
An Ecological Assessment for Water Quality of Some Water Bodies in Koysenjaq-Erbil, Iraq. 伊拉克科伊森贾克-埃尔比勒部分水体水质生态评价
Pub Date : 2018-06-01 DOI: 10.22401/JNUS.21.2.18
J. Toma, Yahya A. Shekha, Y. O. M. Al-Barzingy
Water `assessment and algal composition study was conducted near Koysenjaq district for nine sites including (4) springs and (5) streams. Monthly water samples collected from April-2013 to March-2014 and 15 physico-chemicals parameters and algal content were analyzed. Generally, pH of water tend to be in alkaline side of neutrality. Mean values of electrical conductivity ranged between 272-441μs.cm -1 in January and July respectively. Total hardness extended from hard to very hard water. Cation arranged in order as follows: Ca> Mg>Na>K. Higher mean value of ammonium recorded in site 6 was 14.8 μg N.NH3.l -1 , and minimum value of nitrite was 0.68μg N.NO2.l -1 in site 6. Mean values of phosphate ranged between (0.82-4.5μg P-PO4.l -1 ). Highest value of dissolved oxygen were observed in sites 7, 8 and 9, while the minimum value of biochemical oxygen demand recorded in site 2 was 0.7mg.l -1 . A total 73 species of algal species were identified of which belong to Bacillariophyceae (25 species), Cyanophyceae (23 species), Chlorophyceae (16 species), Euglenophyceae (4 species), Charophyceae and Xanthophyceae (2 species for each one) and 1 species belong to Rhodophyceae. Multivariate statistical techniques results revealed that water quality of the monitored water bodies were influenced by many pollution sources including the geological formation of the area, agricultural activities and effluent of domestic sewage water. [DOI: 10.22401/JNUS.21.2.18] Keyword: Water quality, springs, streams, multivariate statistical analysis, Koysenjaq. Introduction Water is a very important Grace for the environment, the most important to maintain life and it is required in almost all humanitarian activities. Drinking, domestic use, agriculture, industries, energy production, navigation, and entertainment. The site of Iraq within the Middle East with an area of 433,970 K 2 , where the number of souls about 35 million people [1]. Many countries are concerned with the presence, uses, security and management of water sources. The evaluation of water quality has become an important issue, especially with an awareness that freshwater will be a rare resource in the future [2]. Water quality is the physical, chemical and biological characteristics of water, it is an assessment of water condition relative to the requirements of human need [3]. The term of water quality was developed to supply an indicator of how suitable the water is for different living consumption and is generally used in various scientific works related to the necessities of sustainable management [4]. However, water quality in many rivers around the world has deteriorated significantly may be due to human activities in the past three decades [5]. River regarded as an important source of inland water resources for human. In the past, social, economic and political development has been linked to the extent to which freshwater is available and distributed in river systems [6 and7]. The climate change in recent
在Koysenjaq地区附近对9个地点进行了水质评价和藻类组成研究,包括(4)泉水和(5)溪流。对2013年4月至2014年3月每月采集的水样进行了15项理化参数和藻类含量分析。一般情况下,水的pH值倾向于偏碱性偏中性。电导率平均值在272 ~ 441μs之间。1月和7月分别为cm -1。总硬度从硬水扩展到极硬水。阳离子排列顺序如下:Ca> Mg>Na>K。6号站点记录的铵均值较高,为14.8 μg N.NH3。亚硝酸盐最小值为0.68μg N.NO2。L -1在6号站点。磷酸盐的平均值在0.82 ~ 4.5μg P-PO4之间。L -1)。溶解氧在7、8、9位点最高,生化需氧量在2位点最低,为0.7mg。L -1。共鉴定藻类73种,其中硅藻科(25种)、蓝藻科(23种)、绿藻科(16种)、裸藻科(4种)、藻科和黄藻科(各2种)和红藻科1种。多元统计结果表明,监测水体的水质受到多种污染源的影响,包括该地区的地质构造、农业活动和生活污水的排放。[DOI: 10.22401/JNUS.21.2.18]关键词:水质,泉水,溪流,多元统计分析,Koysenjaq。水是对环境非常重要的恩典,是维持生命最重要的,几乎所有人道主义活动都需要水。饮用、家庭使用、农业、工业、能源生产、航海和娱乐。伊拉克位于中东地区,面积为433,970平方公里,人口约为3500万人。许多国家关心水源的存在、使用、安全和管理。水质评价已成为一个重要的问题,特别是人们意识到淡水在未来将是一种稀有资源。水质是水的物理、化学和生物特性,它是对水的状况相对于人类需要的要求的评价。发展水质一词是为了提供一种指标,说明水是否适合不同的生活消费,通常用于与可持续管理必要性有关的各种科学工作中。然而,世界上许多河流的水质已经明显恶化,这可能是由于过去三十年的人类活动造成的。河流被视为人类重要的内陆水资源来源。过去,社会、经济和政治发展一直与河流系统中淡水的供应和分布程度有关[6和7]。近年来的气候变化对世界河流的水质产生了重要影响,包括降雨模式的改变和高温导致的蒸发速率的增加,特别是位于干旱和半干旱地区的河流[8和9]。多元统计方法是评估环境状况、确定水污染来源、为水资源管理提供有价值的方法以及为污染控制提供解决方案的有用工具[10,11,12]。因子分析(Factor analysis, FA)和聚类分析(Cluster analysis, CA)是近年来比较广泛应用于环境主题的统计分析方法[13,14],它们从水质分析中获得的数据中得出有意义的结论。为了进一步增加我们的认识,这次调查是为了评价该地区的水质和藻类鉴定,这可能是第一次
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引用次数: 3
New Aminocoumain as Corrosion Inhibitor 新型氨基甲酸钠缓蚀剂
Pub Date : 2018-06-01 DOI: 10.22401/JNUS.21.2.08
Y. Al-Majedy
New green organic molecules as corrosion inhibitor namely, 2-amino-4-(4-nitrophenyl)-3-cyano-4, 5-dihydropyrano (3,2-c) coumarin (AND) was synthesized starting from 4-hydroxycoumarin, malonitraile and 4-nitrobenzaldehyde and tested on mild steel (MS) in 1 M HCl media by a weight loss method and identification of the surface technique employee scanning/electron/microscope (SEM) studies. The AND as an inhibitor compound have been elucidate spectroscopically (FT-IR ,1HNMR and 13CNMR) The weight loss investigation demonstrated that inhibition performances have been improved via concentration raising of inhibitor. To support our results scanning electron microscopy was employed to clarify the surface of the MS with and without AND in 1.0 M HCl media. The inhibition performance rate was 96% at the maximum utilized concentration of AND
以4-羟基香豆素、丙二腈和4-硝基苯甲醛为原料合成了新型缓蚀剂2-氨基-4-(4-硝基苯基)-3-氰基- 4,5 -二氢吡喃(3,2-c)香豆素(AND),并在1 M HCl介质中对低碳钢(MS)进行了失重法和表面技术扫描/电子/显微镜(SEM)鉴定。通过光谱(FT-IR,1HNMR和13CNMR)对AND作为缓蚀剂进行了表征。失重实验表明,通过提高缓蚀剂的浓度,可以提高缓蚀剂的缓蚀性能。为了支持我们的结果,采用扫描电镜对1.0 M HCl介质中有and和没有and的质谱表面进行了澄清。在AND的最大利用浓度下,抑菌率为96%
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引用次数: 0
Synthesis and Spectroscopic, Studies of Some New Piperidin-4-one Derivatives 一些新的胡椒碱-4- 1衍生物的合成与光谱研究
Pub Date : 2018-06-01 DOI: 10.22401/JNUS.21.2.10
Dalia Saad Mahdi Said ALkhafaji, Abdel-Amir M. Fenjan, A. Mohammad
The homologous series of 2,6-bis(4-Subtituetphenyl)-3-methylpiperidin-4-one compounds were synthesized using Mannich condensation. Then Five series have been synthesized by reaction of different reagents of semicarbazide. With 2,6-bis(4-Subtituetphenyl)-3-methylpiperidin-4-one to sythesize target compounds 2a-2f, 2a-2f, 3a-3f, 4a-4f, 5a-5f and 6a-6f. The chemical structures of the molecules were characterised by FT-IR, 1D NMR and CHN elements analysis.
采用曼尼希缩合法合成了2,6-二(4-取代苯基)-3-甲基哌啶-4- 1的同源系列化合物。然后以氨基脲为原料,通过不同的试剂反应合成了5个系列。与2,6-二(4-取代苯基)-3-甲基哌啶-4- 1合成目标化合物2a-2f、2a-2f、3a-3f、4a-4f、5a-5f和6a-6f。通过FT-IR、1D NMR和CHN元素分析表征了分子的化学结构。
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引用次数: 0
The Consequences of Terrorist and Military Operations in Three Regions of Baghdad, Iraq on Serotonin and Thyroid Function 伊拉克巴格达三个地区的恐怖主义和军事行动对血清素和甲状腺功能的影响
Pub Date : 2018-06-01 DOI: 10.22401/JNUS.21.2.05
Alaa H. Jawad
In this paper the effect of terrorist and military operations in three regions of Baghdad, Iraq were studied on thyroid gland function and serotonin hormones, in 75 Iraqi individual from (AL-karradah and Abo-Gharib) regions as comparison with Al-jadria (control). The correlation between sera thyroid hormones thyroxine T4, triiodothyronine T3, thyrotropin TSH and serotonin have been indicated‎, the utilization of thyroid hormones as a compelling subordinate treatment for full of feeling issue has been contemplated in the course of recent decades and has been adjusted more than once. Communication of the thyroid and monoamine neurotransmitter frameworks has been recommended as a potential underline component of action. The serotonin framework has been moderately ignored, along these lines; the objective of this article is to audit the writing on the connection between thyroid hormones and the mind serotonin. Our examination proposes a negatively relationship between serotonin and thyroid stimulating hormones (TSH), a positive ‎correlation between serotonin and thyroxine‎, while there were significant positive correlations between serotonin and triiodothyronine. In conclusion, there is powerful confirmation, that the thyroid economy has a balancing sway in the brain serotonin system, thus considerable further investigation will be necessary to understand the role of serotonin in the pathogenesis and high levels in the some regions in Iraq such as AL-karradah and Abo-Gharib.
本文研究了伊拉克巴格达三个地区的恐怖主义和军事行动对来自(AL-karradah和Abo-Gharib)地区的75名伊拉克人的甲状腺功能和血清素激素的影响,并与Al-jadria(对照组)进行了比较。血清甲状腺激素甲状腺素T4、三碘甲状腺原氨酸T3、促甲状腺素TSH与血清素之间的相关性已被指出,甲状腺激素作为一种强有力的从属治疗方法在近几十年的过程中已经被考虑并调整了不止一次。甲状腺和单胺类神经递质框架的沟通已被推荐为行动的潜在重要组成部分。沿着这些思路,血清素框架被适度地忽略了;这篇文章的目的是审核关于甲状腺激素和大脑血清素之间的联系的写作。我们的研究表明血清素和促甲状腺激素(TSH)呈负相关,血清素和甲状腺素呈正相关,而血清素和三碘甲状腺原氨酸呈显著正相关。总之,有强有力的证据表明,甲状腺经济在脑血清素系统中具有平衡作用,因此有必要进行大量的进一步研究,以了解血清素在伊拉克一些地区(如AL-karradah和Abo-Gharib)的发病机制和高水平中的作用。
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引用次数: 0
The Consequences of Heavy Metals Resulting from Terrorist Operations in Three Regions of Baghdad, Iraq on Thyroid Function 在伊拉克巴格达三个地区的恐怖主义行动中产生的重金属对甲状腺功能的影响
Pub Date : 2018-06-01 DOI: 10.22401/JNUS.21.2.02
S. Kadhim, Alaa H. Jawad, P. Saifullah
The heavy metals mercury (Hg), lead (Pb) and cadmium (Cd) are widely known of being toxicants. exposure to a variety of dangerous toxic effects has been attached in all humans.in this paper the effect of terrorist operation on thyroid gland functions in a sample of Iraqi individual (Al-karradah and Abo-Gharib) comparison with Al-jadria rejoin as (control). the correlation between sera thyroid hormones thyroxine T4, triiodothyronine T3, Thyrotropin TSH and Thyroglobulin-Ab (Tg-Ab) and the levels-of lead, cadmium, also mercury have-been measured. 75 volunteers from three Iraqi areas were included in this study‎. our examination proposes an inverse relationship between Hg presentation and thyroid hormones, a positive ‎correlation between Cd exposure and thyroid hormones‎, but the associations with Pb was negative. there were significant positive correlations between the heavy metals themselves. In this manner, increased heavy metals exposure might be a factor in the etiology of hypothyroidism diseases ‎and thyroid gland function. the result of this study showed that the effect of heavy metals (blood serum Hg, blood serum Pb, blood serum Cd) on thyroid hormones, and the effect of military and terrorist operations on the thyroid gland. In the end we concluded that the heavy elements resulting from the explosions and terrorist operations in the area of (Al-karadah, Abo-Gharib) high compared with the control (Al-jadria), this leads to many diseases on the health of the human body and also the effect of heavy elements on the thyroid gland and its negative effect on thyroid hormones and cause thyroid disease
重金属汞(Hg)、铅(Pb)和镉(Cd)是众所周知的有毒物质。所有人类都暴露于各种危险的毒性作用中。本文以伊拉克人(Al-karradah和Abo-Gharib)为样本,比较恐怖主义行动对甲状腺功能的影响,并与Al-jadria重新加入(对照)。测定了血清甲状腺激素甲状腺素T4、三碘甲状腺原氨酸T3、促甲状腺素TSH和甲状腺球蛋白ab (Tg-Ab)与铅、镉和汞含量的关系。来自伊拉克三个地区的75名志愿者参与了这项研究。我们的研究表明,汞的表现与甲状腺激素呈负相关,镉暴露与甲状腺激素呈正相关,但与铅呈负相关。重金属本身之间存在显著的正相关。因此,重金属暴露的增加可能是甲状腺功能减退症和甲状腺功能的病因之一。本研究结果表明,重金属(血清汞、血清铅、血清镉)对甲状腺激素的影响,以及军事和恐怖行动对甲状腺的影响。最后,我们得出结论,爆炸和恐怖行动造成的(Al-karadah, Abo-Gharib)地区的重元素含量高于控制区(Al-jadria),这导致人体健康受到许多疾病的影响,而且重元素对甲状腺的影响及其对甲状腺激素的负面影响并导致甲状腺疾病
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引用次数: 1
Preparation and Application of Tetracycline Hydrochloride Liquid membrane Electrodes. 盐酸四环素液膜电极的制备及应用。
Pub Date : 2018-06-01 DOI: 10.22401/JNUS.21.2.11
A. M. Abass
Two liquid membrane electrodes for (TCH) were prepared by using ion pair which included phosphomolybdic acid (PMA)-(TCH) with plasticizers: Di-n-butyl phthalate(DBPH), and di-octylphenylphosphonate (DOPH). Tetracycline electrodes were gave a Nernstain response equal to 56. 51 and 50. 66 mV/decade for membranes depended on DBPH and DOPH as a plastisizers, respectively. Linear ranges were around 6. 8×10-6- 1. 0×10-1 and 1. 0×10-5-1. 0×10-1 M, respectively. Detection limit were equal to 4. 0×10-6, 5. 0×10-6 M, respectively. PH range were also studied at three different concentration of tetracycline solutions. As well as were studied lifetime, selectivity, potentiometric methods such as direct, standard addition , multiple standard addition and titration methods were applied to determination tetracycline in pharmaceutical preparation
采用含磷钼酸(PMA)-(TCH)和增塑剂邻苯二甲酸二丁酯(DBPH)和二辛基苯基膦酸二辛酯(DOPH)的离子对制备了两种用于TCH的液膜电极。四环素电极的Nernstain反应为56。51和50。分别以DBPH和DOPH作为增塑剂对膜产生66 mV/decade的影响。线性范围在6左右。8×10 - 6 - 1。0×10-1和1;0×10-5-1。分别为0×10-1 M。检出限为4。0×10 - 6,5。分别为0×10-6 M。研究了三种不同浓度四环素溶液的PH范围。研究了药物制剂中四环素的寿命、选择性、直接滴定法、标准加成法、多重标准加成法和滴定法等电位法的应用
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引用次数: 10
Spectroscopic Diagnostics of Exploding Aluminum Wire Plasma in Distilled Water 蒸馏水中铝丝等离子体爆炸的光谱诊断
Pub Date : 2018-06-01 DOI: 10.22401/JNUS.21.2.13
H. Hashim
This work aims to study the exploding aluminum wire plasma parameters by using optical emission spectroscopy method. The emission spectra of the aluminum discharge plasma have been recorded and analyzed. The plasma electron temperature (Te) was calculated by Boltzmann plot, and the electron density (ne), by Stark broadening for aluminum wire of diameter 0.3 mm and different current 75,100, and 160A in distilled water. The aluminum line 656.279 nm was used to calculate the electron density by Stark broadening. It was found that the electron density (ne) increase from 28×10 16 cm -3 to 60×10 16 cm -3 with increasing current from 75 to 160 A, while the electron temperatures increase from 0.986 to 1.614 eV for the same conditions. The optical emission spectrum (OES) emitted from the plasma have a peak located at 653 nm corresponding to Hα line for hydrogen atoms, and others peaks belong to Aluminum (AlI and AlII lines), and Oxygen (OI and OII lines). The relationship between the plasma electron temperature, emission line intensity and number density were studied. [DOI: 10.22401/JNUS.21.2.13]
本文旨在利用发射光谱法研究爆炸铝线等离子体参数。对铝放电等离子体的发射光谱进行了记录和分析。用玻尔兹曼图计算了直径为0.3 mm、电流为75,100和160A的铝丝在蒸馏水中的等离子体电子温度(Te)和电子密度(ne)。采用斯塔克展宽法计算了656.279 nm铝线的电子密度。结果表明,当电流从75 A增加到160 A时,电子密度(ne)从28×10 16 cm -3增加到60×10 16 cm -3,电子温度从0.986 eV增加到1.614 eV。等离子体发射的光学发射光谱(OES)在653 nm处有一个峰对应氢原子的Hα谱线,其他峰属于铝(AlI和AlII谱线)和氧(OI和OII谱线)。研究了等离子体电子温度、发射线强度和数密度之间的关系。(DOI: 10.22401 / JNUS.21.2.13)
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引用次数: 0
Synthesis and Characterization of Hetrocyclic Compounds Derived from ethyl-4-aminobenzoate 4-氨基苯甲酸乙酯衍生杂环化合物的合成与表征
Pub Date : 2018-06-01 DOI: 10.22401/JNUS.21.2.09
H. Ibraheem, Khalid Suhail, S. S. Hasan
New series of Schiff Bases were synthesized by many steps starting from treatment of ethyl-4-aminobenzoate with hydrazine hydrate to yield 4-aminobenzohydrazide (1) which was reacted with ethyl acetoacetate in ethanol to form pyrazole derivative (2) and this reacted with salicylaldehyde to yield azo compound (3). The azo compound condensation with appropriate amines (ethyl-4-aminobenzoate and 3-nitroaniline) to give new Schiff bases (4,5). The synthesized compounds were characterized by melting points, FTIR and 1HNMR.
从4-氨基苯甲酸乙酯与水合肼反应得到4-氨基苯甲酸乙酯(1),与乙酰乙酸乙酯在乙醇中反应得到吡唑衍生物(2),与水杨醛反应得到偶氮化合物(3),偶氮化合物与适当的胺(4 -氨基苯甲酸乙酯和3-硝基苯胺)缩合得到新的席夫碱系列(4,5)。用熔点、FTIR和1HNMR对合成的化合物进行了表征。
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引用次数: 1
期刊
Journal of Al-Nahrain University-Science
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