• KSII Transactions on Internet and Information Systems (TIIS)
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• 제18권1호
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• pp.30-45
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• 2024

This study introduces an effective method for predicting individual local tax delinquencies using prevalent machine learning and deep learning algorithms. The evaluation of credit risk holds great significance in the financial realm, impacting both companies and individuals. While credit risk prediction has been explored using statistical and machine learning techniques, their application to tax arrears prediction remains underexplored. We forecast individual local tax defaults in Republic of Korea using machine and deep learning algorithms, including convolutional neural networks (CNN), long short-term memory (LSTM), and sequence-to-sequence (seq2seq). Our model incorporates diverse credit and public information like loan history, delinquency records, credit card usage, and public taxation data, offering richer insights than prior studies. The results highlight the superior predictive accuracy of the CNN model. Anticipating local tax arrears more effectively could lead to efficient allocation of administrative resources. By leveraging advanced machine learning, this research offers a promising avenue for refining tax collection strategies and resource management.

• Asia pacific journal of information systems
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• 제31권3호
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• pp.378-391
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• 2021

The low use of e-vehicles in Yogyakarta City and Pekanbaru City is an essential issue for local governments to maximize e-government policies in both regions. The purpose of this research is to analyze people's attitudes and factors influencing the community of e-Samsat (e-Vehicle tax) users in developing the UMEGA theory, namely technology and government trust. This is a quantitative research based on the philosophy of positivism, which is used to examine populations and individual samples. Data were collected using research instruments and quantitatively analyzed. Furthermore, the hypothesis of the obtained data was tested using SEM-PLS. The results showed that social influence does not affect attitudes of e-Samsat (e-Vehicle tax) users. Furthermore, the study showed that the development of umega theory by adding variables of trust in technology and government affects people's behavior in using e-Samsat services.

• 한국산업정보학회:학술대회논문집
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• 한국산업정보학회 2002년도 춘계학술대회 논문집
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• pp.433-445
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• 2002

본 연구는 전자정부의 실현을 위한 전자세정분야 가운데 정부와 고객(G2C)간의 비즈니스 유형으로 지방세의 전자납부제에 대한 현황을 고찰하고 이에 대한 활성화 방안을 제시하였다. 본 연구의 조사는 우리나라 232개 시군구의 지방자치단체의 담당자를 대상으로 면접조사와 더 불어 C군의 전자납부제 이용자를 대상으로 설문에 의한 전수조사를 실시하였다. 본 연구의 결과, 지방세 전자납부제는 전국적으로 196개의 시군이 도입운영 하고 있으나 지역별로 많은 차이를 보이고 있다. 또한, 전자납부제 운영 시스템에 있어서도 다양한 방식으로 운영되고 있으며, 이용연령층은 30대가 대부분을 차지하고 있었다. 요약컨대, 납세자의 연령층, 지역간의 이질성 시스템과 같은 인프라등에서 정보격 차가 매우 심각한 것으로 나타났다. 그러나 이용자들이 지방세 전자납부제에 대하여 긍정적으로 평가하고 있어서 앞으로 이 제도가 새로운 납부제도로 정착될 것으로 기대된다. 지방세 전자납부제의 활성화 방안으로 전자납부제 이용자에 대한 인센티브 부여, 전자납부방식에 의한 시용카드납부제 실시, 지방세 전자납부제 운영 시스템의 개선, 그리고 납세자 지식 정보화 교육의 강화등을 들 수 있다. 앞으로 전자정부실현을 위한 일환으로 추진하고 있는 지방세 전자납부제에 관한 좀 더 체계적이고 과학적인 접근을 통해 이 분야에 대한 심도있는 연구가 기대된다.

• 무역상무연구
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• 제46권
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• pp.351-380
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• 2010

Multinational Enterprises set the prices for transactions between affiliates based principally on their global interest. But the customs authority in Korea wants to set the arm's length price as high as possible to get higher dutiable value for customs purpose, while the internal tax authority in Korea prefers lower arm's length price to get higher value for corporation tax purpose by cutting costs. Problem caused by the inconsistent valuation methods on the same imported goods of the two tax authorities is the single most important tax issue facing multinational enterprises. In the meantime, the customs authority in Korea has thought that it is a universal trend worldwide for the Customs and Internal tax authorities to adopt different methods of valuation on transfer prices between related parties, so KCS couldn't accept APA prices. But the internal tax authority in Korea has taken the initiative in APA program so NTS provided taxpayer with safe-harbor. Recently, KCS created the Advance Customs Valuation Arrangement(ACVA) provisions in the 2008 revision bill of the Customs Act through benchmarking APAs program. Can APAs work for customs? Neither WCO or OECD presents any recommendation on the integration of the valuation methods, but calls for close cooperation between two authorities, which still leaves taxpayers very unstable. We will start to seek ways to integrate the customs valuation and transfer pricing in this study.

• The Journal of Asian Finance, Economics and Business
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• 제7권7호
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• pp.209-217
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• 2020

Taxes are levied in almost every country, primarily to raise revenue for government expenditures. This study explores factors influencing tax compliance of small- and medium-sized enterprises (SMEs) in Vietnam. Data from 376 SMEs, who are business taxpayers, were collected through a researcher-administered questionnaire survey method. The results indicate that six groups of factors have significant impacts on tax compliance among Vietnamese SMEs. These groups include: Business characteristics (BC), Characteristics of accounting practices within organization (AP), Awareness of tax obligations (TO), Tax policy (TP), View on tax compliance (TC), and Probability of tax examination on taxpayer compliance (TE). Multivariate analysis was adopted; Cronbach's alpha coefficients were calculated, then, Exploratory Factor Analysis (EFA) was used. The findings show that, among these six factors, the most influential is Characteristics of accounting practices (AP). Thus, it is recommended that tax agencies should help SMEs improve their accounting skills and increase their knowledge by organizing training workshops and short courses on taxation. SMEs also need to have an adequate accounting system in accordance with principles and standards prescribed by the Tax Law. It is expected that this study can provide important insights and understandings to policy-makers, practitioners, academicians and other regulatory authorities in tax policy formulations.

• 수산해양교육연구
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• 제17권2호
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• pp.180-192
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• 2005

In this paper I tried quantitative measures of the rent-seeking for budgetary allocations in Korean fisheries. There is a great deal of ignorance about the level of rent-seeking that takes place as a consequence of government expenditures and the potential for influencing their allocation, and so the attempt by Kats and Rosenberg(1989) to measure this in terms of the extent of annual changes in these allocations was a significant step forward. The opportunity to concentrate net public expenditure benefits within the fiscal function of the state gives rise to rent-seeking by special interest taxpayer-citizens through government budget allocations, special interest groups and coalitions of special interest groups. There are several important implications of budgetary rent-seeking. Budgetary rent-seeking is composed of 'income' and substitution effects, the budgetary 'income' effect is the general increase in government expenditures from one period to another. According to result of this analysis, average expenditures were 17.0% of total fisheries budget in 1966-2005. Therefore, distribution of fisheries budget should be converted by indirect support systems to reduce these rent-seeking behaviors.

• 한국항만경제학회지
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• 제39권1호
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• pp.101-114
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• 2023

정보통신기술의 발달과 전자상거래의 성장으로 국가 간 B2C 거래의 규모가 확대되고 있으며 향후 온라인 플랫폼을 통한 해외직구 규모는 더욱 성장할 것이다. 하지만 해외직구의 성장으로 부정수입 발생 규모도 성장하고 있어서 사회적 문제가 야기되고 있다. 현행 관세법상 구매대행업체가 과세가격을 거짓으로 제공하여 부족 세액이 발생하는 경우 구매대행업자와 수입신고하는 때의 화주인 소비자가 연대납세의무를 지도록 규정하고 있어서 소비자의 선의의 피해 방지를 위한 법제적 개선이 필요하다. 본 연구는 구매대행업체로 인한 소비자 피해의 문제점과 이를 해결하기 위한 관세법상 제도적 개선에 관한 의견을 제안하였다.

• 도시과학
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• 제6권2호
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• pp.35-47
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• 2017

Tax evasion is increasing, but efficiency of tax administration is evaluated as improving. This is because the taxation cost, which is a measure to judge the efficiency of the tax administration, does not consider the tax evasion effect at all. This method of estimating the cost of taxation is a dispute that neglects the role of taxation authorities in tax evasion. The existing study focuses on the development of a tax evasion model focused on maximizing the utility through the tax evasion of the taxpayer as the tax evasion approaches the individual 's deviant problem. However, this has the aspect of making the role of the tax authorities in tax evasion negative. This study empirically derived the optimal size of tax administration in Korea by using tax collection cost and tax cooperation cost. Also, it is meaningful to consider the role of the taxation authorities in tax evasion and to derive the optimal taxation cost model by estimating the decrease in tax evasion due to the taxation expenditure of the tax authorities. In order to derive the optimal size of tax administration in Korea, taxation cost and tax cooperation cost are derived by classifying tax officials. The optimal taxation cost model was derived by estimating the taxation expenditure related to tax evasion. This study is meaningful to make it possible to emphasize the role of tax authorities in studying future tax evasion by studying the effect of taxation expenditure on tax evasion.

• 한국콘텐츠학회논문지
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• 제11권12호
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• pp.919-930
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• 2011

도로는 사회간접자본 중 하나로서 지속적으로 관리되어야 그 기능을 발휘할 수 있는 국가의 중요한 자산이다. 지금까지는 도로를 포장관리시스템이라는 체계로 관리하여 왔다. 이 포장관리시스템은 시설물유지관리차원에서 사회기반시설을 관리하는 것으로서 주로 관리자 관점에서 공학적 판단을 기준으로 최소의 비용으로 공용수명을 최대화하는 모델이다. 그러나 경제발전으로 국민의 소득수준이 올라감에 따라 삶의 질에 대한 요구도 증가하고 있어 이제는 납세자로서 국민의 동의는 국가의 정책을 결정하는데 중요한 변수로 작용하기 시작했다. 따라서 사용자 관점의 평가는 이러한 요구를 해결하는 출발점이 되었다. 이런 관점으로 평가하기 위한 척도로서 서비스 수준(Level of Service: LoS) 이라는 것이 사용되기 시작했으며, 이를 시설물 자산관리에 활용하려는 여러 가지 시도가 있다. 본 논문에서는 LoS를 척도로 활용하는 한국형통합 자산관리체계(Korea Total Asset Management-40: KTAM-40)를 적용한 도로포장자산관리시스템의 정보기술아키텍처 중에 응용아키텍처와 데이터아키텍처를 설계하고 이것이 KTAM-40의 요구조건을 충족시키는지를 밝히고자 한다.

• 아태비즈니스연구
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• 제9권2호
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• pp.75-103
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• 2018

The tax system in Korea is the so-called one-item-one-tax law which has separate tax law for each taxation according to tax law. The common and procedural aspects of these tax laws are the same or similar, but they are separately prescribed by the National Tax Basic Act and the Local Tax Act. These legal systems complicate the tax law and increase the cost of tax cooperation, resulting in tax inefficiency. In this study, the National Tax Act and the laws of the Local Tax Act are integrated and presented. It is proposed that the common provisions should be integrated into a single law and the unique matters should be defined in each of the National Tax Basic Act and Local Tax Basic Act, by comparing and analyzing the provisions of the National Tax Basic Act and the Local Tax Basic Act. The integration of the common elements of the National Tax Basic Act and the Local Tax Act is expected to improve tax efficiency by reducing tax complexity and tax cooperation costs. In addition, the National Tax Act and the Local Tax Act are expected to maintain the characteristics of the National Tax Basic Act and the Local Tax Act when they are specified in the National Tax Basic Act and the Local Tax Basic Act. This study is expected to be a research that can reduce tax inefficiency and help convenience of taxpayer and tax administration.