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Research on the E-Commerce Credit Scoring Model Using the Gaussian Density Function
( Xiao Qiang ),( He Rui Chun ),( Zhang Wei ) 한국정보처리학회 2015 Journal of information processing systems Vol.11 No.2
At present, it is simple to the electronic commerce credit scoring model, as a brush credit phenomenon in Ecommerce has emerged. This phenomenon affects the judgment of consumers and hinders the rapid development of E-commerce. In this paper, that E-commerce credit evaluation model that uses a Gaussian density function is put forward by density test and the analysis for the anomalies of E-commerce credit rating, it can be fond out the abnormal point in credit scoring, these points were calculated by nonlinear credit scoring algorithm, thus it can effectively improve the current E-commerce credit score, and enhance the accuracy of E-commerce credit score.
Cloning and analysis of b-amyrin synthase gene in Bupleurum chinense
Ke Gao,Su-rui Wu,Ling Wang,Yan-hong Xu,Jian-he Wei,Chun Sui 한국유전학회 2015 Genes & Genomics Vol.37 No.9
Bupleurum chinense DC. is one of the source plants of a well-known crude drug, Chai hu (Radix Bupleuri), producing triterpenoid saponins (saikosaponins) with a wide-spectrum of pharmacological applications. The biosynthesis of triterpenoid saponins involved with the cyclizing of the precursor 2,3-oxidosqualene to produce the first committed triterpene b-amyrin catalyzed by b-amyrin synthase (b-AS), whereafter diverse of triterpenoid saponins was biosynthesized. In addition, 2,3-oxidosqualene could be catalyzed by cycloartenol synthase directing to the synthesis of phytosterol. b-AS was thus defined as an important branch point between primary and secondary metabolisms, and may play a regulating role in the control of triterpenoid saponins biosynthesis. In this study, the promoter and protein-encoding regions of a b-AS gene (designated bcAS1) were isolated by genome walking and PCR from B. chinense. Several important cis-acting elements for gene regulation were identified within the promoter region including light-responsive, hormoneresponsive and various other stress-related elements. Approximate 0.8 kb fragment on upstream of ATG start codon of bcAS1 was sub-cloned into pAN580 vector to replace the 35S promoter driving the expression of green fluorescent protein (GFP) gene. The promoter activity was detected by transient expression in onion epidermis cells by the expression of GFP. Approximately 6 kb length of bcAS1 gene was cloned, containing 18 exons and 17 introns. Although a dozen of b-AS cDNA was isolated, seldom the promoter and gene of it was reported. This work was a valuable foundation for further studies on the regulatory role of b-AS in biosynthesis of saikosaponins.
ANXA2 Regulates the Behavior of SGC-7901 Cells
Sun, Meng-Yao,Xing, Rui-Huan,Gao, Xiao-Jie,Yu, Xiang,He, Hui-Min,Gao, Ning,Shi, Hong-Yan,Hu, Yan-Yan,Wang, Qi-Xuan,Xu, Jin-Hui,Hou, Ying-Chun Asian Pacific Journal of Cancer Prevention 2013 Asian Pacific journal of cancer prevention Vol.14 No.10
ANXA2, a member of the annexin family, is overexpressed and plays important roles in tumor development. However, the significance of ANXA2 expression in gastric carcinoma has not been clarified.To elucidate its roles in growth of gastric cancer, ANXA2 expression in SGC-7901 cells was inhibited with a designated siRNA, then cell proliferation, cell cycling, apoptosis and motility were determined by MTT assay, flow cytometry, Hoechst 33342 staining and wound healing assay, respectively. To further assess the behavior of ANXA2 deleted SGC-7901 cells, changes of microstructures were observed under fluorescence microscopy, laser scanning confocal microscopy and electron microscopy. We found that inhibition of ANXA2 expression caused cell proliferation to decrease significantly with G1 arrest, motility to be reduced with changes in pseudopodia/filopodia structure and F-actin and ${\beta}$-tubulin expression, and apoptosis to be enhanced albeit without significance. At the same time, ANXA2 deletion resulted in fewer pseudopodia/filopodia, non-stained areas were increased, contact inhibition among cells reappeared, and expression of F-actin and ${\beta}$-tubulin was decreased, with induction of polymerized disassembled forms. Taken together, these data suggest that ANXA2 overexpression is important to maintain the malignancy of cancer cells, and this member of the annexin family has potential to be considered as a target for the gene therapy of gastric carcinoma.
Controlled Synthesis of Hydroxyapatite Using a Novel Natural Rosin-Based Surfactant
Shu-Hui Zhan,Xue-He Jiang,Juan Li,Zhi Meng,Lin-Lin Chen,Chun-Rui Han 성균관대학교(자연과학캠퍼스) 성균나노과학기술원 2017 NANO Vol.12 No.8
Hydroxyapatite (HAP) with multiform morphologies, such as hollow dandelion-like bundles and nanoparticles with a diameter of 50 nm, was prepared using natural rosin-based surfactant dehydroabietyl phosphate diester (DDPD) as phosphorus source, crystal growth control agent, and template simultaneously by a facile hydrothermal method. Samples were obtained and characterized by X-ray powder diffraction (XRD), Fourier-transform infrared spectroscopy (FTIR), and scanning electron microscopy (SEM). Results showed that DDPD and pH value of solution were the key factors for the morphology of HAP. Hollow dandelion-like bundles HAP, containing the Ca-monodehydroabietyl phosphate (PM-Ca) organic metal compounds, were formed at pH=3 without acid-base regulation, and nanoparticles were obtained at pH=12. SEM exhibited that the hollow dandelion-like bundles HAP are of 10 μm (outer) and 1 μm (inner) diameter, respectively. Cell viabilities are above 95% when the cells are co-cultured with all HAP samples at concentrations in the range of 250–1000 μg/ml. It indicated that the prepared HAP with PM-Ca has a good cytocompatibility without apparent toxicity. Finally, the possible formation mechanism of the HAP microstructures was discussed in detail.
Application Research on Mechanical Strength and Durability of Porous Basalt Concrete
Zhu, Yuelei,Li, Jingchun,Zhu, He,Jin, Long,Ren, Qifang,Ding, Yi,Li, Jinpeng,Sun, Qiqi,Wu, Zilong,Ma, Rui,Oh, Won-Chun Materials Research Society of Korea 2022 한국재료학회지 Vol.32 No.3
Porous basalt aggregate is commonly used in roadbed engineering, but its application in concrete has rarely been studied. This paper studies the application of porous basalt in concrete. Porous basalt aggregate is assessed for its effects on mechanical strength and durability of prepared C50 concrete; because it has a hole structure, porous basalt aggregate is known for its porosity, and porous basalt aggregates can be made full of water through changing the content of saturated basalt; after full-water condition is achieved in porous basalt aggregate mixture of C50 concrete, we discuss its mechanical properties and durability. The effects of C50 concrete prepared with basalt aggregate on the compressive strength, water absorption, and electric flux of concrete specimens of different ages were studied through experiments, and the effects of different replacement rates of saturated porous basalt aggregate on the properties of concrete were also studied. The results show that porous basalt aggregate can be prepared as C50 concrete. For early saturated porous basalt aggregate concrete, its compressive strength decreases with the increase of the replacement rate of saturated aggregate; this occurs up to concrete curing at 28 d, when the replacement rate of saturated basalt aggregate is greater than or equal to 40 %. The compressive strength of concrete increases with the increase of the replacement rate of saturated aggregate. The 28 d electric flux decreases with the increase of the replacement rate of saturated aggregate, indicating that saturated porous basalt aggregate can improve the chloride ion permeability resistance of concrete in later stages.