• Title/Summary/Keyword: chi Method

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Modified Chi-square Method for Prediction of Unannotated Proteins from Protein Interaction Network (단백질 상호작용 네트워크에서 단백질 기능 예측을 위한 Modified Chi-square 기법)

  • Tae-Ho Kang;Jae-Soo Yoo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2008.11a
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    • pp.785-787
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    • 2008
  • 생명체의 생명현상을 주관하는 각종 화학반응들은 단백질이 관여하고 있다. 단백질은 일정한 질서에 따라 서로 조립되기도 하고, 기능적으로 연관돼 네트워크를 이루고 있다. 이 네트워크를 구성하는 단백질-단백질 상호작용은 단백질의 기능과 밀접하게 관련되어 있다. 즉, 상호작용하는 단백질은 같은 기능을 수행할 가능성이 크다. 이러한 사실은 단백질-단백질 상호작용을 통해 기능이 알려지지 않은 미지 단백질의 기능을 예측할 수 있게 한다. 대표적인 연구로는 이웃 노드에 존재하는 기능분포를 이용하는 이웃노드 카운트(Neighborhood Counting)방식과 특정 기능의 나타날 빈도를 계산하여 기능을 예측하는 카이-제곱(Chi-Square)방식 등이 있다. 본 논문에서는 단백질 기능 예측의 정확성을 높이기 위해 이들 두 방식의 장점을 취합한 보완된 카이-제곱 방식을 제안한다. 그리고 다양한 단백질 상호작용 네트워크 데이터를 비교 분석하여 보완된 카이-제곱 방식이 기능 예측의 정확성이 높음을 증명한다.

Factors affecting Customer Relationship and the Repurchase Intention of Designed Fashion Products

  • KHOA, Bui Thanh;NGUYEN, Truong Duy;NGUYEN, Van Thanh-Truong
    • Journal of Distribution Science
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    • v.18 no.2
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    • pp.17-28
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    • 2020
  • Purpose: Human life is increasingly improved, so human needs are also growing more and more. One of the increasingly demanding industries is the fashion market. Fashion is an industry that produces essential items for human life, so manufacturers always need to know how to improve the relationship with customers, and make them repurchase. The study aims to discover the relationship between the factors that create a relationship with customers and the repurchase intention of designed fashion products. Research design, data, and methodology: The mix research method is applied to achieve research objectives. The qualitative research via the in-depth interview with 11 experts, and the quantitative research via the survey with 467 respondents was done in Ho Chi Minh city, the most developed city in Vietnam. Results: The research results point out that the fashion designer reputation, social media marketing, and the fashion store atmosphere have the positive impact on the relationship between the customer and fashion store, as well as the intention to repurchase of designed fashion products. In particular, customer relationship also affects the repurchase intention of designed fashion products positively. Conclusions: The study also proposed some managerial implications to develop a relationship with the customer and repurchase behavior of the customer in the fashion industry.

Fintech and Banking: Evidence from Vietnam

  • LIEN, Nguyen Thi Kim;DOAN, Thu-Trang Thi;BUI, Toan Ngoc
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.9
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    • pp.419-426
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    • 2020
  • The paper focuses on understanding fintech and the application of fintech in the banking sector in Vietnam. To solve this research objective, the authors analyze fintech development trends, especially the fintech application in the banking sector in Vietnam. To improve the quality of fintech services at banks, the authors conducted consideration of factors affecting customers' intention to use fintech services. To accomplish this, the authors collected data through a survey of 620 customers of the banks located in Ho Chi Minh City - the largest economic center in Vietnam. For the analytical method, the authors used multivariate regression to estimate the research model. Research results show that fintech service is very important for the banking sector in Vietnam. Moreover, this paper has achieved great success by identifying the factors that influence customers' intention to use fintech services. Accordingly, the intention to use fintech (INT) services is positively affected by the perception of usefulness (PU), social impact (SI), customer trust (TRU), and perceived ease of use (PEU). Based on the results of this study, bank managers will have a basis to improve the quality of fintech services. Not only that, the results of this study are also valuable for policymakers and researchers.

Video Abstracting Using Scene Change Detection and Shot Clustering for Construction of Efficient Video Database (대용량 비디오 데이터베이스 구축을 위하여 장면전환 검출과 샷 클러스터링을 이용한 비디오 개요 추출)

  • Shin Seong-Yoon;Pyo Seong-Bae
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.2 s.40
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    • pp.111-119
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    • 2006
  • Video viewers can not understand enough entire video contents because most video is long length data of large capacity. This paper propose efficient scene change detection and video abstracting using new shot clustering to solve this problem. Scene change detection is extracted by method that was merged color histogram with $\chi2$ histogram. Clustering is performed by similarity measure using difference of local histogram and new shot merge algorithm. Furthermore, experimental result is represented by using Real TV broadcast program.

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Effect of Tai Chi Exercise Program on Muscle Strength, Grip Strength, Flexibility, Pain, Depression and Self-efficacy in Patients with Osteoarthritis (골관절염 환자에게 적용한 타이치운동이 하지근력, 악력, 유연성, 통증, 우울 및 자기효능감에 미치는 효과)

  • Chang, Koung-Oh
    • Journal of muscle and joint health
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    • v.15 no.2
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    • pp.130-139
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    • 2008
  • Purpose: The purpose of this study was to examine the effect of Tai Chi exercise on muscle strength, grip strength, flexibility, pain, depression and self-efficacy in patients with osteoarthritis. Method: With a quasi-experimental design, 46 persons with osteoarthritis were assigned into an experimental group (n=22) or a control group (n=24). Muscle strength, grip strength, flexibility, pain, depression and self-efficacy were measured both before and after the exercise. Data were analyzed with SPSS WIN using descriptive statistics, t-test, and ANCOVA. Results: The mean age of the subjects was 68 years in the experimental group and 64 years in the control group. After controlling for age and pre-test outcome variables, muscle strength scores (F=-14.8, p= .00), grip strength scores (Rt: F=8.40, p= .01), and self-efficacy (F=47.3, p= .00) improved more in the experimental group than the control group. Joint pain scores (F=15.0, p= .00) and depression scores (F=14.7, p= .00) decreased in the experimental group. Conclusion: Tai Chi exercise is likely to be an effective nursing intervention to improve muscle strength, grip strength, and self-efficacy and reduce pain and depression for patients with osteoarthritis.

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Impact of Organizational Culture on the Accounting Information System and Operational Performance of Small and Medium Sized Enterprises in Ho Chi Minh City

  • HA, Van Dung
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.2
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    • pp.301-308
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    • 2020
  • This study focuses on determining the impacts of organizational culture on the accounting information system and the operational performance of small and medium-sized enterprises in Ho Chi Minh City. The paper is organized in five parts: introduction, literature review, research methodology, research results, and conclusion and policy implications. Based on the samples of 353 respondents working in small and mediumsized enterprises in Ho Chi Minh City, the research employs both qualitative and quantitative methods to find the answers for research questions. Group discussion, which yields final observed variables of the factors of organizational culture is used for qualitative method. Statistics, assessment of the reliability of Cronbach's Alpha scale, exploratory factor analysis (EFA), confirmatory factor analysis (CFA) and structural equation modeling (SEM) are used for quantitative procedure. The results show that mission, involvement and inconsistency in organizational culture positively affect the accounting information system of small and medium-sized firms in Vietnam. In addition, mission, involvement, adaptability and consistency in organizational culture are found to have positive impacts on the firm operational performance. Another finding of the study is that the accounting information system has a positive effect on operational performance of small and medium-sized firms in Vietnam.

Influence of Famous Entertainer's Suicides on Suicide Attempts of the Public (유명 연예인 자살보도가 일반인의 자살시도에 미치는 영향)

  • Shin, Mi-Young;So, Ji-Eun;Kim, Jin-Sook;Park, Mi-Mi;Park, Jee-Won
    • Journal of Home Health Care Nursing
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    • v.17 no.2
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    • pp.112-119
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    • 2010
  • Purpose: The study explored the influence of the suicide of two famous entertainers on the suicide attempts of the public. Method: The subjects of the descriptive study were 888 suicide attempt patients recruited from October 2007 to September 2009 in an emergency centre located in S-city. The research tools were developed at the Centre for Disease Control. Results: The frequency of suicide attempts during the 6 months and 12 months preceding and following the gas-related suicide of celebrity A were ${\chi}^2$=18.14 and ${\chi}^2$=25.97, respectively, and both were significant(both p<.001). The frequency of suicide attempts of the 6 and 12months before and after the release of report of celebrity B's hanging suicide were ${\chi}^2$=3.85 and ${\chi}^2$=3.47, respectively, and both were significant (both p<.05). Conclusion: These results showed that reports of suicide of celebrities influences suicide attempts of the public. Multiple factors that can influence suicide attempts should be further identified and researched.

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Biocompatibility of Nanoscale Hydroxyapatite-embedded Chitosan Films

  • Sun, Fangfang;Koh, Kwangnak;Ryu, Su-Chak;Han, Dong-Wook;Lee, Jaebeom
    • Bulletin of the Korean Chemical Society
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    • v.33 no.12
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    • pp.3950-3956
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    • 2012
  • In order to improve the bioactivity and mechanical properties of hydroxyapatite (HAp), chitosan (Chi) was in situ combined into HAp to fabricate a composite scaffold by a sublimation-assisted compression method. A highly porous film with sufficient mechanical strength was prepared and the bioactivity was investigated by examining the apatite formed on the scaffolds incubated in simulated body fluid. In addition, the cytotoxicity of the HAp/Chi composite was studied by evaluating the viability of murine fibroblasts (L-929 cells) exposed to diluted extracts of the composite films. The apatite layer was assessed using scanning electronic microscopy, inductively coupled plasma-optical emission spectrometry and weight measurement. Composite analysis showed that a layer of micro-sized, needle-like crystals was formed on the surface of the composite film. Additionally, the WST-8 assay after L-929 cells were exposed to diluted extracts of the composite indicated that the HAp/Chi scaffold has good in vitro cytocompatibility. The results indicated that HAp/Chi composites with porous structure are promising scaffolding materials for bone-patch engineering because their porous morphology can provide an environment conductive to attachment and growth of osteoblasts and osteogenic cells.

The Effect of Brand Equity Components on Automobile Purchase Intention of Consumers in Ho Chi Minh City, Vietnam

  • PHAN, Nga Thi Hang;NGUYEN, Thang Quyet;TRUONG, Dung;HUYNH, Nguyen The
    • The Journal of Asian Finance, Economics and Business
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    • v.6 no.2
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    • pp.135-145
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    • 2019
  • The paper aims to investigate the factors of brand equity affecting the purchase intention of car buyers in Ho Chi Minh City. The authors use qualitative method and quantitative research to study the matters, specifically using scales and data collected for Cronbach alpha reliability testing, analysizing the discovery factor of EFA, CFA and verifying the regression models through AMOS software with SEM linear modeling. The study proposes four factors: (1) brand awareness, (2) self-expression value, (3) perceived quality, (4) brand psychology impacting on the brand loyalty and intention to buy cars of customers. The results show that all four factors are statistically significant for positive brand loyalty and purchase willing. The results showed that brand loyalty positively affects consumers' intention to buy cars. Among the factors included in the study, the brand psychology is a new factor which developed by experts in the context of Vietnam. This is the first study in Vietnam to quantify clearly the element of "crowd psychology" affecting the interests and habits of Vietnamese consumers. This explains why Vietnamese consumers prefer brands that are familiar in the market and some new cars with nice models and colors suitable for Vietnamese psychology.

Video Abstracting Construction of Efficient Video Database (대용량 비디오 데이터베이스 구축을 위한 비디오 개요 추출)

  • Shin Seong-Yoon;Pyo Seong-Bae;Rhee Yang-Won
    • KSCI Review
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    • v.14 no.1
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    • pp.255-264
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    • 2006
  • Video viewers can not understand enough entire video contents because most video is long length data of large capacity. This paper propose efficient scene change detection and video abstracting using new shot clustering to solve this problem. Scene change detection is extracted by method that was merged color histogram with ${\chi}^2$ histogram. Clustering is performed by similarity measure using difference of local histogram and new shot merge algorithm. Furthermore, experimental result is represented by using Real TV broadcast program.

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