Simultaneous Inference of User Representations and Trust

Inferring trust relations between social media users is critical for a number of applications wherein users seek credible information. The fact that available trust relations are scarce and skewed makes trust prediction a challenging task. To the best of our knowledge, this is the first work on exploring representation learning for trust prediction. We propose an approach that uses only a small amount of binary user-user trust relations to simultaneously learn user embeddings and a model to predict trust between user pairs. We empirically demonstrate that for trust prediction, our approach outperforms classifier-based approaches which use state-of-the-art representation learning methods like DeepWalk and LINE as features. We also conduct experiments which use embeddings pre-trained with DeepWalk and LINE each as an input to our model, resulting in further performance improvement. Experiments with a dataset of $\sim$356K user pairs show that the proposed method can obtain an high F-score of 92.65%.Comment: To appear in the proceedings of ASONAM'17. Please cite that versio

Superconductor Insulator Transition in Long MoGe Nanowires

Properties of one-dimensional superconducting wires depend on physical processes with different characteristic lengths. To identify the process dominant in the critical regime we have studied trans- port properties of very narrow (9-20 nm) MoGe wires fabricated by advanced electron-beam lithography in wide range of lengths, 1-25 microns. We observed that the wires undergo a superconductor -insulator transition that is controlled by cross sectional area of a wire and possibly also by the thickness-to-width ratio. Mean-field critical temperature decreases exponentially with the inverse of the wire cross section. We observed that qualitatively similar superconductor{insulator transition can be induced by external magnetic field. Some of our long superconducting MoGe nanowires can be identified as localized superconductors, namely in these wires one-electron localization length is much shorter than the length of a wire

Defect Reduction with the Use of Seven Quality Control Tools for Productivity Improvement at an Automobile Company

The goal of zero defects is pursued by many manufacturing and service companies. In this regard, statistical tools are being used for defect reduction leading to productivity improvement. In this work, seven traditional QC tools (flow chart, check sheet, histogram, Pareto chart, cause, and effect diagram, scatter diagram and control chart) have been developed and implemented in an automobile company to assess and improve the defect reduction level in the assembly line. Chassis and trim lined were selected for data collection to assess and improve the defect level for productivity improvement. It was found from the results that after the successful implementation of the QC tools, the defect level reduced by 90% (from 132 to 13 defects) at the chassis line. Similarly, the defect level was reduced by 80% (from 157 to 28 defects) at the trim line. The automobile company implemented only a few of the seven QC tools in their assembly line. It is suggested that the company may need to manage a mechanism for the implementation of all seven QC tools in every section of the company

Pneumothorax or Skin Fold? Mind the Gap

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Evaluation of adaptability potentials in seven iranian pomegranate cultivars based on comparison of physiological characteristics and leaf minearl composition

Present study was carried out to compare leaf mineral composition and some physiological parameters in seven Iranian pomegranate cultivars for evaluation of their adaptability differences in Arsenjan region/Fars province/southern Iran and selecting probable more abiotic tolerant cultivars in this region. Uniform and healthy rooted plants of seven commercial pomegranate cultivars were purchased from a commercial nursery and planted in a completely randomized block design in an orchard site in Arsenjan region. After full establishment the orchard samples (fresh leaves) were taken and transferred to lab for analysis. Cultivars included: Malas Yousefkhani Saveh, Naderi Badroud, Malas Daneh Ghermez Yazd, Rabab Neiriz Fars, Shirin Shahvar Fars, Shirin Poust Daneh Ghermez and Zard Anar Arsenjan. Significant differences were found among studied pomegranate cultivars for concentrations of leaf potassium, calcium magnesium, sodium and Iron concentrations. Also parameters such as leaf total chlorophyll and carotenoids content, total sugars, relative water content and electrolyte leakage, α-tocopherol and ascorbic acid concentration were significantly different in studied cultivars. ‘Zard Anar Arsenjan’, an indigenous cultivar of the region, and ‘Rabab Neiriz Fars’ were evaluated as probable more tolerant cultivars in comparison to other cultivars. This can be attributed to their more optimized leaf mineral composition and antioxidant statues

Effects of profile errors on lubrication performance of helical gears

Analysis of the elastohydrodynamic lubrication (EHL) of gears generally assumes that the tooth flanks are smooth surfaces. There is considerable interest in establishing the extent to which smooth surface analyses are distorted by the presence of surface roughness. The current paper concerns a different scale of deviation from the specified surface profile, namely involute profile error. The paper quantifies the deviation from the smooth surface behaviour using standard profile error measurements, and also considers how the means by which profile error is measured influences the outcome/conclusions. Transient EHL analyses of the meshing cycle of helical gears taking profile error data from a gear measuring machine are compared with analyses using equivalent measurements determined by the waviness from surface profilometer measurements

The Effectiveness of Prenatal Intervention on Pain and Anxiety during the Process of Childbirth‑Northern Iran: Clinical Trial Study

Background: Due to the painful nature of childbirth and its maternal and neonatal complications, the woman needs support in this phase of their life. Increased knowledge and skills during pregnancy prepares pregnant mothers for labor and leads to promoted health. Aim: This study was designed to evaluate the effectiveness of “prenatal education” on the process of childbirth. Subjects and Methods: This clinical trial was conducted on 195 pregnant women, that is, control group (N = 132) and case group (N = 63) attending health centers in Amol‑Iran from 20 weeks of gestation age during 2012. Case group members attended in “prenatal education” class and the control group only received routine care. Data were collected through demographic questionnaire, standard hospital anxiety questionnaire, and a checklist related to childbirth information, and intensity of pain based on visual analogue scale and McGill scales. The data were analyzed by Statistical Package for the Social Sciences software using t‑test and Chi‑square test. Results: The result of this study showed that the parent with a high level of education was more interested to participant in prenatal classes. The anxiety level in case group (who received education) was 14.47 (4.69) and in control group it was 16 (4.86), (P < 0.001) the pain intensity in case group was 85.68 (1.85) and in control group was 90.99 (14.72) (P = 0.03), intervention on labor such episiotomy was 39 %66.1 (39/63) in case group and 80 %72.8 (80/132) in control group (P = 0.01) and cesarean section was 13 %17.1 (13/63) in case group and 58 %32.2 (58/132) in control group (P = 0.01). Conclusions: According to findings of this study, the prenatal education and psychological support are beneficial for mothers during pregnancy and labor. Therefore, it is recommended for educating all the pregnant women.Keywords: Delivery, Obstetric, Pregnancy training classes, Prenatal care, Prenatal educatio

Prevalence and Etiology of Heart Murmurs in 2-24-Months-Old Infants Kerman, Iran

Abstract: Background & aim: Congenital heart disease is one of the most common malformations at birth that require timely recognition and treatment. The aim of this study was to determine the prevalence and etiology of detected heart murmurs and association between congenital heart disease and heart murmurs. Recognition of murmurs etiology would help us to manage and treat them properly. Methods: In this cross-sectional study, 2757 infants between two to 24 months in Kerman city, Iran were enrolled. The infants who had heart murmurs in physical exam were referred to pediatric cardiologist for more evaluations such as echocardiography. Results: 2757 infants were screened for the presence of heart murmurs and murmurs were heard in 145 (5.29%) including 71 girls (49%) and 74 boys (51%). Innocent and pathologic murmurs prevalence was 49 and 51 percent, respectively. Altogether, left to right shunts [ventricular ceptal defect (VSD), atrial ceptal defect (ASD), patent ductus arteriosus (PDA), atrioventricular septal defect (AVSD)] were the most common cardiac abnormalities in this study. The most common heart lesion was ventricular septal defect (21.6%). There was a significant correlation between younger infants, lower weights and girl sex with congenital heart disease. Conclusion: On base of our study, the incidence of pathologic heart murmurs related to congenital heart disease is more than innocent murmurs in infants; with accurate heart exam and timely screening, we can prevent irreversible heart complication in these ages. Keywords: Congenital heart disease, Murmur, Ventricular septal defect, Infant, Left to right shunt