• Title/Summary/Keyword: 대진

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Recognition of Bill Form using Feature Pyramid Network (FPN(Feature Pyramid Network)을 이용한 고지서 양식 인식)

  • Kim, Dae-Jin;Hwang, Chi-Gon;Yoon, Chang-Pyo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.4
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    • pp.523-529
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    • 2021
  • In the era of the Fourth Industrial Revolution, technological changes are being applied in various fields. Automation digitization and data management are also in the field of bills. There are more than tens of thousands of forms of bills circulating in society and bill recognition is essential for automation, digitization and data management. Currently in order to manage various bills, OCR technology is used for character recognition. In this time, we can increase the accuracy, when firstly recognize the form of the bill and secondly recognize bills. In this paper, a logo that can be used as an index to classify the form of the bill was recognized as an object. At this time, since the size of the logo is smaller than that of the entire bill, FPN was used for Small Object Detection among deep learning technologies. As a result, it was possible to reduce resource waste and increase the accuracy of OCR recognition through the proposed algorithm.

Long-term Changes of Shoreline at the East Coast in South Korea 2 - South East Coast (우리나라 동해안 해안선의 장기적 변화 2 -남부 동해안)

  • Kim, Dae Sik
    • Journal of The Geomorphological Association of Korea
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    • v.20 no.3
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    • pp.27-39
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    • 2013
  • This study grasped long-term changing tendency of shoreline during lately about 30 years in five region of South East coast, and analyzed long-term changing tendency of East coast shoreline and the factors that synthesized studies of Central and South East coast. As a result of calculating of shoreline variations using DSAS, each shoreline of Mangyangjeong and Josa region regressed mean 28.9m and 6.4m, but each shoreline of Goraebul, Daejin and Bonggil region progressed mean 25.0m, 10.6m and 18.8m. Synthesizing changing tendency of East coast shoreline, 1) progressive and regressive zones of shoreline in all regions seem to repeat. 2) looking at shoreline of south zone adjacent to lately constructed or extended breakwater progressed, because it is thought due to effect of a longshore current flowing north. 3) zones using beach relatively tends to regress shorelines. 4) progress and regress of shoreline in zones including estuary of stream are various features as change of deposit supply from a upstream region.

A Study on the Physicochemical Characteristics and Formation Age of Coastal Sand Dunes in the Okjukdong and Dajindong, Daecheong Island (대청도 옥죽동·대진동 사구의 물리·화학적 특성 및 퇴적시기 고찰)

  • Shin, Won Jeong;Kim, Jong Wook;Kim, Jong Yeon
    • Journal of The Geomorphological Association of Korea
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    • v.25 no.2
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    • pp.63-80
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    • 2018
  • The purpose of this study was to investigate the physicochemical characteristics and formation age of sand dunes in the Okjukdong and Dajindong, Daecheong Island. As a result, most of the sand deposited in Okjukdong were composed of medium sized sand with moderately well sorted. The $SiO_2$ and $Al_2O_3$ accounted for a very high proportion of these deposits. There were some differences in characteristics between the sands in the dune and beach, whereas similar characteristics were observed among the materials (OJ-B, OJ-C and OJ-D) in the dune. In case of Dajindong, heterogeneous geochemical characteristics were found in the lower point. It was estimated that this was due to the influence of Daejin-dong black beach. Age dating results showed that uncovered dunes in Okjukdong were deposited $0.44{\pm}0.02$ ~ $0.50{\pm}0.02ka$, and sand depositsin Dajindong were formed $0.16{\pm}0.01$ ~ $0.18{\pm}0.01ka$. In both Okjukdong and Dajindong, sand deposits estimated to be formed 70 years ago, therefore it can be estimated that sand movement was active throughout the area from about hundred years ago. In this study area, the growth of sand dunes has been active in recent several decades or hundred years. It seems that there were different regions where deposits predominated over time. The source of dune sand was also different from time to time. Since the windbreak forest was established, the natural growth of sand dunes was limited, and sand nourishment was carried out by period. Therefore, in order to protect and continuously utilize coastalsand dunesin Daecheong Island, it is necessary to prepare conservation plan.

The Origin of Korea Mental Culture in Ethnical Religions (민족종교에 나타난 한국 정신문화의 원류)

  • Kim, Hyon-Woo;Lee, Gyung-Won
    • The Journal of Korean Philosophical History
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    • no.52
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    • pp.243-280
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    • 2017
  • To the mid 19th from the early 20th century, there were many movements about religion in Korea society. Protestant which first flew in 1885 grew up greatly and Confucianism of traditional thought sought for religionization to survive. At once new religions named Korea ethnical religion appeared. They are Donghak(東學), Daejonggyo(大倧敎), Jeungsangyo(甑山敎) and Won-Buddhism. Generally speaking, these ethnical religions deeply relates with Korea original mental culture. In this paper, I want to infer that these religions have Korea origin metal culture. The first, I will consider some traditional thoughts of (1) worshiping of Heaven, (2) practice and (3) harmony from traditional (religious) ceremonies and thoughts. Ans then I will infer how these traditional thoughts from origin mental culture appear in ethnical religions of Donghak(東學), Won-Buddhism(圓佛敎), and Jeungsangyo(甑山敎).

A Study of the relation between class and the welfare attitudes and regulating effects of education (계급·계층이 복지정책에 대한 태도에 미치는 영향과 교육변인의 조절효과 연구)

  • Kim, HeeJa
    • 한국사회정책
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    • v.20 no.2
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    • pp.35-68
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    • 2013
  • Class has been the factor that affects welfare attitudes in western societies. But the results of the studies on affects of class in Korea are not consistent. This Study focuses on the relations between three class variables-income, status in employment, occupation-and the Korean attitudes on welfare policy and examines the regulating effects of education on that. Attitudes on welfare policy consist of 'reinforcement of established welfare programs', 'expansion into new welfare area' and 'universalism in welfare policy.' The result shows that all three class variables, education and age do not affect the attitudes to 'reinforcement of established welfare programs.' Age and class variables affects the attitudes to 'expansion into new welfare area' statistically, but education does not. Education explains largest parts of the attitudes to 'universalism in welfare policy.'

Finite Element Analysis of the Reinforced Concrete Boundary-Beam-Wall System Subjected to Axial Load (축하중이 작용하는 RC 경계보-벽체 시스템의 해석적 평가)

  • Son, Hong-Jun;Kim, Seung-Il;Kim, Dae-Jin
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.34 no.2
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    • pp.93-100
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    • 2021
  • In Korea, one of the most used structural systems for residential apartment buildings is the combination of the reinforced concrete (RC) wall and rahmen structures in the upper and lower floors, respectively. To alleviate the significant difference between the stiffnesses of these two structural systems, large transfer girders are generally required in the transition zone of the structure, which then results in the use of large amounts of construction materials and low economic feasibility. This paper proposes a new RC boundary-beam-wall system that can minimize the disadvantages of the RC transfer girder system. The structural performance of the proposed system subjected to axial loading was evaluated via rigorous three-dimensional nonlinear finite element analysis. Four parameters, namely the ratio of lower wall to upper wall lengths, distance between stirrups, main bar slope ratio, and slab length, were considered in the finite element analysis, and their effects on the maximum axial load were analyzed and discussed.

An exploration of the meaning of work through job crafting by Learning Village Activists (학습마을활동가의 잡 크래프팅을 통한 일의 의미 탐색)

  • Song, Seong-Suk
    • Journal of Industrial Convergence
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    • v.19 no.3
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    • pp.51-60
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    • 2021
  • This study aims to do in-depth exploration of the meaning of learning village activists' work, focusing on job crafting. A qualitative case study was conducted through participant observation and in-depth interview from March 23, 2020 to March 05, 2021. As a result of the analysis, a task crafting showed 'task performance using one's own strengths and resources', 'executing additional tasks other than the specified tasks', and 'changes in work methods for efficient task performance'. In a cognitive crafting, 'recognition of the importance of work and sense of vocation', 'recognition of happiness and pleasure in work', and 'recognition of roles to expand work expertise' appeared. In a relation crafting, 'building a community of practical learning with colleagues', 'a mediator of the growth and change of village residents', and 'coexistence of conflict and cooperation with business associates' were shown. In conclusion, learning village activists were actively changing their work through the job crafting and this can be used as basic data to improve the satisfaction with their work. A follow-up study was proposed for activists in learning villages in other regions.

Developing Wearable Joystick Device Using Magnetic Sensor (자기장 센서를 이용한 웨어러블 조이스틱 장치의 개발)

  • Yeo, Hee-Joo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.1
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    • pp.18-23
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    • 2021
  • There has been demand for many magnetic sensor applications, and to develop low-cost devices, it is critical to accurately understand the behavior of the magnetic field and the characteristics of magnetic sensors and target devices during initial development phase. The magnetic field has been known to have very complicated nonlinear data to calculate, so it has required expensive computing machines or research to accurately calculate the magnetic sensor values. However, this paper introduces a characteristic of a magnetic sensor called the giant magnetoresistance (GMR) and proposes simple and sufficient approaches to develop a wearable joystick device using a magnetic sensor. Particularly, this paper introduces the design factors for how to properly develop a low-cost wearable joystick device using magnetic sensors after carefully considering the mechanism of a real joystick and the characteristics of magnetic sensors. As a result, user test results are provided to show how users can operate this new wearable joystick device.

Learning data preprocessing technique for improving indoor positioning performance based on machine learning (기계학습 기반의 실내 측위 성능 향상을 위한 학습 데이터 전처리 기법)

  • Kim, Dae-Jin;Hwang, Chi-Gon;Yoon, Chang-Pyo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.24 no.11
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    • pp.1528-1533
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    • 2020
  • Recently, indoor location recognition technology using Wi-Fi fingerprints has been applied and operated in various industrial fields and public services. Along with the interest in machine learning technology, location recognition technology based on machine learning using wireless signal data around a terminal is rapidly developing. At this time, in the process of collecting radio signal data required for machine learning, the accuracy of location recognition is lowered due to distorted or unsuitable data for learning. In addition, when location recognition is performed based on data collected at a specific location, a problem occurs in location recognition at surrounding locations that are not included in the learning. In this paper, we propose a learning data preprocessing technique to obtain an improved position recognition result through the preprocessing of the collected learning data.

Performance Measurement Model for Open Big Data Platform (공공 빅데이터 플랫폼 성과평가 모형)

  • RHEE, Gyuyurb;Park, Sang Cheol;Ryoo, Sung Yul
    • Knowledge Management Research
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    • v.21 no.4
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    • pp.243-263
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    • 2020
  • The purpose of this study is to propose the performance measurement model for open big data platform. In order to develop the performance measurement model, we have integrated big data reference architecture(NIST 2018) with performance prism model(Neely et al. 2001) in the platform perspective of open big data. Our proposed model consists of five key building blocks for measuring performance of open data platform as follows: stakeholder contribution, big data governance capabilities, big data service capabilities, big data IT capabilities, and stakeholder satisfaction. In addition, our proposed model have twenty four evaluation indices and seventy five measurement items. We believe that our model could offer both research and practical implications for relevant research.