• Title/Summary/Keyword: Context independent model

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A Study on the Application of Spatial Information Standards to Existing Technical Regulations (기존 기술기준의 공간정보 표준 적용연구)

  • Ko, Jae-Yong;Kim, Young-Wook;Kim, Eun-Hyung
    • Journal of Cadastre & Land InformatiX
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    • v.47 no.2
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    • pp.121-133
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    • 2017
  • Technical regulations in the spatial information domain have been developed by a variety of independent organizations and raised inconsistent and overlapping problems with spatial information standards. Many research projects have been done to solve these problems but due to the difficulty of changing or modifying existing administrative regulations, almost nothing has happened for the harmonization. As a response to the fundamental problem, KATS (Korean Agency for Technology and Standards) recently switched the existing system to "trans- governmental participatory standard operation system" and the administrative change created an independent and consistent standard system in the Ministry of Land, Infrastructure and Transport. The Ministry, as a part of the effort, established its own KSDI(Korean Spatial Data Infrastructure) Standard system. From this context this paper presents a redefinition of technical regulation for the harmonization with spatial information standards, an association model between the standards and regulations, and a maintenance methodology to solve the fore-mentioned problems.

Performance Improvement of Vocabulary Independent Speech Recognizer using Back-Off Method on Subword Model (음소 모델의 Back-Off 기법을 이용한 어휘독립 음성인식기의 성능개선)

  • Koo Dong-Ook;choi Joon Ju;Oh Yung-Hwan
    • Proceedings of the Acoustical Society of Korea Conference
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    • spring
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    • pp.19-22
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    • 2000
  • 어휘독립 음성인식이란 음향학적 모델 훈련에 사용하지 않은 어휘들을 인식하는 것이다. 단어모델을 이용한 어휘독립 음성인식 시스템은 발음표기로 변환된 인식대상어휘에 대하여 문맥 종속형 부단어(context dependent subword) 단위로 훈련된 모델을 연결하여 단어 모델을 만들고 이 단어 모델로 인식을 수행한다. 이러한 시스템의 경우 훈련과정에서 나타나지 않는 문맥 종속형 부단어가 인식대상어휘에서 나타나게 되고, 따라서 정확한 단어모델을 구성할 수 없다는 문제점이 있다 본 논문에서는 문맥 종속형 부단어 구분의 계층화를 통한 back-off 선택 방법을 이용하여 새롭게 나타난 문맥 종속형 부단어 대신 연결될 부단어 모델을 찾아내는 방법을 제안한다 제안된 선택 방법은 새롭게 나타난 문맥 종속형 부단어를 포함하는 상위의 부단어를 찾아내는 방법이다. 실험 결과 10단어 세트에서 $97.5\%$ 50단어 세트에서$90.16\%$ 100 단어 세트에서 $82.08\%$의 인식률을 얻었다.

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Parallel processing in structural reliability

  • Pellissetti, M.F.
    • Structural Engineering and Mechanics
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    • v.32 no.1
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    • pp.95-126
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    • 2009
  • The present contribution addresses the parallelization of advanced simulation methods for structural reliability analysis, which have recently been developed for large-scale structures with a high number of uncertain parameters. In particular, the Line Sampling method and the Subset Simulation method are considered. The proposed parallel algorithms exploit the parallelism associated with the possibility to simultaneously perform independent FE analyses. For the Line Sampling method a parallelization scheme is proposed both for the actual sampling process, and for the statistical gradient estimation method used to identify the so-called important direction of the Line Sampling scheme. Two parallelization strategies are investigated for the Subset Simulation method: the first one consists in the embarrassingly parallel advancement of distinct Markov chains; in this case the speedup is bounded by the number of chains advanced simultaneously. The second parallel Subset Simulation algorithm utilizes the concept of speculative computing. Speedup measurements in context with the FE model of a multistory building (24,000 DOFs) show the reduction of the wall-clock time to a very viable amount (<10 minutes for Line Sampling and ${\approx}$ 1 hour for Subset Simulation). The measurements, conducted on clusters of multi-core nodes, also indicate a strong sensitivity of the parallel performance to the load level of the nodes, in terms of the number of simultaneously used cores. This performance degradation is related to memory bottlenecks during the modal analysis required during each FE analysis.

Determinants Influencing the Conversion of Financial Statements: The Case of Multinational Firms in Vietnam

  • TRAN, Manh Dung;NGO, Thi Tuyet Mai;PHAN, To Uyen;DO, Duc Tai;PHAM, Thi Thuy Hang
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.3
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    • pp.17-27
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    • 2020
  • The research aims to investigate the impact levels of determinants on the conversion of financial statements from Vietnamese accounting standards (VAS) to International financial reporting standards (IFRS) in the multinational firms in Vietnam. The method of data collection was done through the survey and subjects are accountants in Multinational Firms doing business in Hanoi and ten neighboring provinces. After checking the information on the votes, there are 170 questionnaires with full information for data entry and analysis. We use Cronbach's Alpha, EFA analysis and run regression model to investigate the impact levels of each independent variable on dependent variable of the conversion of VAS financial statements to IFRS. The results show that five determinants including Economic, Politics, Law, Culture, and Conditions for implementation have positive relationships with the conversion of VAS financial statements to IFRS. In particular, Economic determinant is the most strongest. Based on the findings, some recommendations are given for improving the conversion of VAS financial statements to IFRS of multinational firms doing business in the context of Vietnam. The results are considered a useful reference for firms when making financial statements to transparently change the financial statement information and improve the quality of financial statement information.

Development and Application of Effect Measurement Tool for Victory Factors in Offensive Operations Using Big Data Analytics (빅데이터를 통한 공격작전 승리요인 효과측정도구 개발 및 분석 : KCTC 훈련사례를 중심으로)

  • Kim, Gak-Gyu;Kim, Dae-Sung
    • Journal of the Korean Operations Research and Management Science Society
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    • v.39 no.2
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    • pp.111-130
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    • 2014
  • For the key factors determining victory of combat, many works have been focusing on qualitative analyses in the past. As military training paradigm changes along with technology developments, demands for scientific analysis to prepare future military strength increase regarding military training results, and big data analysis has opened such possibility. We analyze the data from KCTC (Korea Combat Training Center) training to investigate the factors affected victory in offensive operations. In this context, we develop a way to measure the victory and the factors related to it from existing studies and military doctrines. We first identify Independent variables that affect offensive operations through variable selection and propose a mathematical model to explain combat victory by performing multiple regression analysis. We also verify our results with battalion-level live training data as well as previous studies on victory factors in the military doctrines.

Factors Affecting Employee's Performance: An Empirical Study in Vietnam

  • DIEN, Nguyen Xuan;DUYEN, Dang Thi Thuy
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.7
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    • pp.295-302
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    • 2021
  • In the context of economic growth, the banking system has greatly contributed to a substantial rise in living conditions, connecting savings and investment, and economic growth. Since economic reform in 1986, Vietnam's banking system has increasingly expanded in quality and quantity of banks including state-owned, private-owned, and foreign banks. The aim of this study is to evaluate the main factors affecting employee's performance in the banking system in the case of an emerging economy of Vietnam. Using the pilot study by investigating three experts in a few banks in order to correct the questionnaires, and a mega sample data of 170 observations conducted from bank's staffs, and managers in Hanoi capital of Vietnam, empirical results demonstrate that the independent variables included in the model can explain 67% of the change of the dependent variable of employee's performance, and the rest (31%) can be explained by other reasons. Further, motivation (MO), and working ability (WA) have a positive and insignificant impact on employee's performance, reflecting that motivation, and working ability have insignificantly affected employee's performance. In contrast, four factors, namely, welfare, working environment, cooperation, and education have a positive and significant impact on employee's performance in the case of Hanoi, Vietnam.

The Impact of Financial Integration on Monetary Policy Independence: The Case of Vietnam

  • TRAN, Ha Hong;LE, Thao Phan Thi Dieu;NGUYEN, Vinh Thi Hong;LE, Dao Thi Anh;TRINH, Nam Hoang
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.2
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    • pp.791-800
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    • 2021
  • Along with the trend of financial globalization, Vietnam has undergone a process of increasing financial integration. The great capital inflow poses a problem for the monetary policy's ability to follow a planned target during the changes in the global financial markets. This paper aims to examine the impact of financial integration on monetary policy independence in Vietnam and investigate the role of foreign exchange reserves on this relationship. The research borrows from Mundell-Fleming's Trilemma theory. The results show that increasing financial integration reduces the independence of monetary policy in the short term, and foreign exchange reserves have not shown an apparent role in Vietnam. In addition, increasing exchange rate stability has a negative impact on the independence of monetary policy, but it has an impact on growing market confidence and partly supporting the management process of monetary policy in the short term. Therefore, in the long run, Vietnam needs to allow exchange rate flexibility more, but there should not be sudden changes; the size of foreign exchange reserves should be strengthened to facilitate the implementation of an independent monetary policy with an obvious impact in the context of an increasing scale of international capital flows in the future.

Analysis of Outcome-based educational model in Engineering Education with preliminary Findings

  • Dewani, Amirita;Bhatti, Sania;Memon, Mohsin Ali
    • International Journal of Advanced Culture Technology
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    • v.10 no.1
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    • pp.1-9
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    • 2022
  • The notion of outcome-based educational paradigm and its adaptability for higher education has become a recent growing and quite stirring trend. In the year 2017-18, this educational philosophy has been embraced by some of the higher educational institutions in Pakistan as well. This research attempts to investigate OBE and non-OBE systems in the context of students learning outcomes and academic attainment levels in engineering education in Pakistan. The study has been conducted on undergraduate students of MUET, Jamshoro, Sindh Pakistan. The students of the software engineering department are taken as the sample. Student cohorts are formed i.e., OBE and non-OBE (traditional/teacher-centered approach) cohorts. The summative assessments of semester exams are used for data analysis descriptive statistics and independent samples t-test is performed to set up the group statistic. The findings of this study show that, in terms of students' performance, the OBE system outperforms the traditional system and this transition in engineering institutions might be beneficial in the future.

Effects of Training and Development, Organizational Culture, Job Satisfaction, and Career Development on Employee Retention in Commercial Banks in Bangladesh

  • Md. Atikur, RAHAMAN;Md. Sayed, UDDIN;Wasib Bin, LATIF
    • The Journal of Asian Finance, Economics and Business
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    • v.10 no.2
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    • pp.91-97
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    • 2023
  • In the current era of globalization, financial and banking organizations have been facing ever-growing challenges in the global market regarding retention, customer satisfaction, commitment, engagement, proper services, and the belief of their employees. Employees are regarded as an enormous asset for every organization that plays an important role in achieving the vision of the company. The objective of this study is to explore the determinants of bank employee retention and its impact on an organization in the context of Bangladesh. In terms of research purpose, non-probability convenience sampling has been used in this study, and the targeted population was the commercial bank employees of Bangladesh. In terms of data collection, the researchers have used the adopted questionnaires from previous studies. In this study, the total sample size was 180, and a questionnaire was sent to the respondents through e-mails. For analyzing the collected data, SPSS 26.0 version has been used to test the study model and the proposed hypotheses. This study shows that there were four independent variables training and development, organizational culture, job satisfaction, and career development have a positive and significant impact on employee retention. So, the bank management should organize the retention program for the welfare of the employees.

Convergence and Substitutability between IPTV and Digital Cable TV on Subscribers (IPTV와 디지털 케이블 TV 간의 융합과 대체성 강화에 따른 가입자 변동)

  • Hwang, In Young;Park, J. Hun
    • Informatization Policy
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    • v.22 no.2
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    • pp.19-34
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    • 2015
  • Due to rapid convergence trends in the digital pay TV market, differentiation among the competing medias decreases and substitutability is increasing. The current study aims to explain the effect of service substitutability among competing media on the size of domestic digital pay TV subscribers. For the analysis, the Lotka-Volterra model, an ecological competitive diffusion model, was used to obtain the basic model for a simulation study. A simulation was performed by adjusting independent variables of substitutability to estimate the size of subscriber for particular media. The relationship between the digital cable TV and the IPTV is identified as a predator-prey relationship and the digital cable TV is found to be superior to the IPTV. The simulation results showed that the increase of convergence and substitutability result in the decrease of the entire media market. Especially, the IPTV is estimated to face the greatest loss in this context.