• Title/Summary/Keyword: Vietnam National University

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Applying advanced machine learning techniques in the early prediction of graduate ability of university students

  • Pham, Nga;Tiep, Pham Van;Trang, Tran Thu;Nguyen, Hoai-Nam;Choi, Gyoo-Seok;Nguyen, Ha-Nam
    • International Journal of Internet, Broadcasting and Communication
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    • v.14 no.3
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    • pp.285-291
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    • 2022
  • The number of people enrolling in universities is rising due to the simplicity of applying and the benefit of earning a bachelor's degree. However, the on-time graduation rate has declined since plenty of students fail to complete their courses and take longer to get their diplomas. Even though there are various reasons leading to the aforementioned problem, it is crucial to emphasize the cause originating from the management and care of learners. In fact, understanding students' difficult situations and offering timely Number of Test data and advice would help prevent college dropouts or graduate delays. In this study, we present a machine learning-based method for early detection at-risk students, using data obtained from graduates of the Faculty of Information Technology, Dainam University, Vietnam. We experiment with several fundamental machine learning methods before implementing the parameter optimization techniques. In comparison to the other strategies, Random Forest and Grid Search (RF&GS) and Random Forest and Random Search (RF&RS) provided more accurate predictions for identifying at-risk students.

An International Collaborative Program To Discover New Drugs from Tropical Biodiversity of Vietnam and Laos

  • Soejarto, Djaja D.;Pezzuto, John M.;Fong, Harry H.S.;Tan, Ghee Teng;Zhang, Hong Jie;Tamez, Pamela;Aydogmus, Zeynep;Chien, Nguyen Quyet;Franzblau, Scott G.;Gyllenhaal, Charlotte;Regalado, Jacinto C.;Hung, Nguyen Van;Hoang, Vu Dinh;Hiep, Nguyen Tien;Xuan, Le Thi;Hai, Nong Van;Cuong, Nguyen Manh;Bich, Truong Quang;Loc, Phan Ke;Vu, Bui Minh;Southavong, Boun Hoong
    • Natural Product Sciences
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    • v.8 no.1
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    • pp.1-15
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    • 2002
  • An International Cooperative Biodiversity Group (ICBG) program based at the University of Illinois at Chicago initiated its activities in 1998, with the following specific objectives: (a) inventory and conservation of of plants of Cuc Phuong National Park in Vietnam and of medicinal plants of Laos; (b) drug discovery (and development) based on plants of Vietnam and Laos; and (c) economic development of communities participating in the ICBG project both in Vietnam and Laos. Member-institutions and an industrial partner of this ICBG are bound by a Memorandum of Agreement that recognizes property and intellectual property rights, prior informed consent for access to genetic resources and to indigenous knowledge, the sharing of benefits that may arise from the drug discovery effort, and the provision of short-term and long-term benefits to host country institutions and communities. The drug discovery effort is targeted to the search for agents for therapies against malaria (antimalarial assay of plant extracts, using Plasmodium falciparum clones), AIDS (anti-HIV-l activity using HOG.R5 reporter cell line (through transactivation of the green fluorescent protein/GFP gene), cancer (screening of plant extracts in 6 human tumor cell lines - KB, Col-2, LU-l, LNCaP, HUVEC, hTert-RPEl), tuberculosis (screening of extracts in the microplate Alamar Blue assay against Mycobacterium tuberculosis $H_{37}Ra\;and\;H_{37}Rv),$ all performed at UIC, and CNS-related diseases (with special focus on Alzheimer's disease, pain and rheumatoid arthritis, and asthma), peformed at Glaxo Smith Kline (UK). Source plants were selected based on two approaches: biodiversity-based (plants of Cuc Phuong National Park) and ethnobotany-based (medicinal plants of Cuc Phuong National Park in Vietnam and medicinal plants of Laos). At mc, as of July, 2001, active leads had been identified in the anti-HIV, anticancer, antimalarial, and anti- TB assay, after the screening of more than 800 extracts. At least 25 biologically active compounds have been isolated, 13 of which are new with anti-HIV activity, and 3 also new with antimalarial activity. At GSK of 21 plant samples with a history of use to treat CNS-related diseases tested to date, a number showed activity against one or more of the CNS assay targets used, but no new compounds have been isolated. The results of the drug discovery effort to date indicate that tropical plant diversity of Vietnam and Laos unquestionably harbors biologically active chemical entities, which, through further research, may eventually yield candidates for drug development. Although the substantial monetary benefit of the drug discovery process (royalties) is a long way off, the UIC ICBG program provides direct and real-term benefits to host country institutions and communities.

4G Adoption : A Survey of Vietnam Market

  • Tapanainen, Tommi;Dao, Trung Kien;Nguyen, Thanh Hien;Nguyen, Thi Thanh Hai
    • Journal of Information Technology Applications and Management
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    • v.26 no.1
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    • pp.1-19
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    • 2019
  • The aim of this study is to assess the impacts of service properties, price expectancy, social influences, and switching costs on adoption intention of 4G in Vietnam. The research model was established by the theory of diffusion of innovation, technology acceptance model, service quality, social influences and switching costs. The result from customers using telecommunication services in Vietnam shows that adoption intention of 4G is affected directly by perceived usefulness, personal innovativeness, price expectancy, social influences, prior service quality and switching costs. Whereas, switching costs have negative effect on adoption intention. Other factors such as personal innovativeness, perceived ease of use and prior service quality have an indirect effect on adoption intention of 4G.

Study on Spin-off Business Model for the Exploitation of Intellectual Property at University in Vietnam

  • Nguyen, Quoc Cuong;Tran, Thi Huyen;Kwon, HyukDong
    • International journal of advanced smart convergence
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    • v.11 no.1
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    • pp.48-54
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    • 2022
  • Promote the application ofscientific research and technological developmentresultsto production and social life; The commercialization of scientific and technological products through the science and technology market is an effective method to exploit intellectual property at universities and research institutes. Spin-off is a popular business model in developed countriesto deploy and commercialize scientific and technologicalresearch results. However, in Vietnam, this concept is not popular as well as the number of spin-off businesses is not much and does not work effectively. This article focuses on clarifying the shortcomings and difficulties in establishing spin-off businesses in universities, thereby proposing solutions to develop spin-off businesses to exploit assets intellect at universities in Vietnam

The Effects of Psychological Climate Factors on Job Performance in Joint-Stock Commercial Banks in Vietnam

  • VUONG, Bui Nhat;PHUONG, Nguyen Ngoc Duy;TUSHAR, Hasanuzzaman
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.4
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    • pp.1021-1032
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    • 2021
  • This research identifies the main factors of the psychological climate that directly affect the performance of banking employees in Vietnam. Besides, this research also takes into consideration the differences in gender, age, educational level, and income on working performance. A survey was obtained from 207 employees working at joint-stock commercial banks and the analysis was handled with SPSS 20 software supports. The result shows that the measurement scales meet the requirements of validity and reliability. Regression analysis demonstrates that there are four factors directly affecting the working performance: friendliness, personal development and learning opportunities, straight and open communication, and the support from the senior management. These four factors have created a healthy psychological climate in the banks, where employees will feel comfortable and happy to improve work performance. Furthermore, this research has found that the higher the income, the more efficiently employees will work. The results of this research contribute to the measurement scale of working environment factors. At the same time, this research also proposes some recommendations for organizational managers to build a reasonable working environment that can inspire a sense of mental comfort for employees to work at their full capacity and to achieve the highest performance.

Impact of Working Capital Management on Firm's Profitability: Empirical Evidence from Vietnam

  • NGUYEN, Anh Huu;PHAM, Huong Thanh;NGUYEN, Hang Thu
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.3
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    • pp.115-125
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    • 2020
  • This paper investigates the impact of working capital management on the firm's profitability. The research sample includes 119 non-financial listed companies on Vietnam stock market over a period of 9 years from 2010 to 2018. Two statistical approaches include Ordinary least squares (OLS) and fixed effects model (FEM) are employed to address econometric issues and to improve the accuracy of the regression coefficients. The empirical results show the negative and significant impacts of the working capital management, which measured by cash conversion cycle (CCC) and three components of the CCC including accounts receivable turnover in days (ARD), inventory turnover in days (INVD), and accounts payable turnover in days (APD) on the firm's profitability measured by return on assets (ROA) and Tobin's Q. It implies that firms can increase profitability by keeping the optimization of the working capital management measured by the CCC, which includes shortening the time to collect money from clients, accelerating inventory flow and hold the low payment time to creditors. Besides, the profitability of firms was impacted by the sale growth rate, firm size, leverage, and age. Therefore, this paper provides a new insight to managers on how to improve the firm's profitability with working capital management.

Formal versus Informal Credit: Which is Better in Helping Rural Areas in Vietnam?

  • TRUONG, Thi Hoai Linh;LE, Thi Nhu Quynh;PHAN, Hong Mai
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.5
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    • pp.119-130
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    • 2020
  • The study seeks to evaluate the impacts of three types of credit - formal, semi-formal, and informal credits - on the well-being of households in Vietnam's rural areas. Based on data from the Vietnam Household Living Standard Surveys in 2014 and 2016, the research uses the instrumental variable fixed-effect models to estimate the effects of three kinds of credit on household's per capita income and expenditure. There are some significant findings. First, in rural areas, formal credit is the most popular source with stable and cheap borrowing costs. Informal credit is a complement to formal credit to meet urgent needs. Funding agriculture activities is the most commonly cited purpose of borrowing, followed by purchasing assets. The highest misuse rate belongs to the group of loans for agriculture production. Second, the results show that credit helps smoothen consumption rather than generate income for rural households. Three types of credit have insignificant or negative effects on household's per capita income. Formal loans significantly improve total expenditure and spending on healthcare and education. Informal and semi-formal credits show a little influence on consumption. Informal loans have a significantly positive effect on healthcare expenditure. In contrast, having semi-formal loans tends to decrease spending on foods.

A Study on Weighing the Critical Factors of Building a New Deep Seaport System: the Case of Lach Huyen, Vietnam

  • Loi, Le-Quoc;Park, Sung-Hoon;Yeo, Gi-Tae
    • Journal of Navigation and Port Research
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    • v.45 no.2
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    • pp.54-60
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    • 2021
  • The aim of this study is to determine the critical factors and construction requirements for a new deep-water seaport system in the Lach Huyen area in northern Vietnam. In this study, the Analytic Hierarchical Process (AHP ) method was used to evaluate the importance of the criteria and subcriteria. The results were as follows: the principal criterion "geographical location (0.151)" ranked as the most important criterion for building a new deep-water port system, which is affected by the subcriteria "direct sea route with mega-vessel" and "good liner connectivity index". The principal criterion "port competency (0.145)" ranked second; thus, it can be concluded that good competitiveness of a port' will provide many benefits to the port and the region. Regarding the implication, the established evaluation framework can be used for port construction to make a more reasonable judgment. In a future study, the scope of evaluation factors should be widened, involving participation of broader stakeholders, such as shipping companies, forwarders, and logistics companies.

Talipariti simile (Blume) Fryxell: a new record for Vietnam (Talipariti simile (Blume) Fryxell: 베트남 미기록종)

  • Choudhary, Ritesh Kumar;Xuyen, Do Thi;Bach, Tran The;Park, Sang-Hong;Hai, Do Van;Lee, You-Mi;Lee, Joongku
    • Korean Journal of Plant Taxonomy
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    • v.44 no.1
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    • pp.9-12
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    • 2014
  • Talipariti simile (Blume) Fryxell, Malvaceae is reported as new record from Vietnam. The plant can be differentiated from its allied species T. macrophyllum (Roxb. ex Hornem.) Fryxell in having glabrescent stems with purplish and smaller hairs, lanceolate-oblong and smaller stipules and ovoid capsules which are devoid of apicule or beaks. Taxonomic description, line drawing and color photographs have been provided to add to the species identification. Furthermore, comparison of the diagnostic characters between this species and the above mentioned related species is made.

The Impact of International Integration on the Inequality of Income between Rural and Urban Areas in Vietnam

  • NGUYEN, Thi Thanh Huyen;NGUYEN, Thi Thu Hien;NGUYEN, Thi Le Hang;NGUYEN, Van Cong
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.3
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    • pp.277-287
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    • 2020
  • The study examines the impact of international integration on Vietnam's rural and urban income inequalities using the regression model. The data used for this study is based on the results of the Vietnam Household Living Standards survey from 2008 to 2016 of the General Statistics Office. These surveys conducted nationwide with a sample size of 46,995 households in 3,133 communes/wards which were representative at national, regional, urban, rural and provincial levels. The level of international economic integration used in the study is the proportion of import and export turnover of GDP, the proportion of FDI and GDP by province. Due to the heterogeneity and unobservableness of the single observant in the data set, we selected the models of random and fixed effects. The research results show that during the economic integration process, the Export/GDP factor is negatively related to income inequality. The remaining factors (GDP per capita, FDI/GDP, Educational level of households, Percentage of internet users, Aggregation of foreign cash inflow and GDP of the province) are all positively related to income inequality. The findings help assess the impact of international integration on rural-urban income inequality, but also provides a concrete basis to help policymakers address income inequality in the integration process.