• Title/Summary/Keyword: 사회네트워크분석

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A Study on Driver-vehicle Interface for Cooperative Driving (협력운전을 위한 운전자-차량 인터페이스 연구)

  • Yang, In-Beom
    • Journal of Convergence for Information Technology
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    • v.9 no.5
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    • pp.27-33
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    • 2019
  • Various technical and societal approaches are being made to realize the auto driving (AD) and cooperative driving (CD) including communication network and extended advanced driver support system is under development. In CD, it is important to share the roles of the driver and the system and to secure the stability of the driving, so a efficient interface scheme between the driver and the vehicle is required. This study proposes a research model including driver, system and driving environment considering the role and function of driver and system in CD. An efficient interface between the driver and the vehicle to cope with various driving situations on the CD using the analysis of the driving environment and the research model is also proposed. Through this study, it is expected that the proposed research model and interface scheme could contribute to CD system design, cockpit module development and interface device development.

The Impact of the Middle Age's Positive Psychological Capital to Reemployment (신중년의 긍정심리자본이 재취업의지에 미치는 영향)

  • Lee, Han-Seok;Lee, Young Gyun
    • Journal of Digital Convergence
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    • v.17 no.5
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    • pp.33-40
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    • 2019
  • It is important meaning that the middle ages are to reenter the labor market. The middle age's reemployment give an opportunity to provide mental health improvement and to get self-confidence in their life. If governments make full use of the middle age's capital, it bring about. having a good opportunity to reduce finance burden. In this respect, this study is to design for investigating the impact of the middle age's positive psychological capital to reemployment. Thus, this study has conducted the survey on a random sample of the middle age who has lived in Uijeongbu cities. The findings are the follows. (1) The middle age's educational level has positive relationship to reemployment will. To this, in order to revitalize the reemployment, we have to develop suitable occupational category and to operate educational program systematically. (2)The middle age's positive psychological capital has an effect on reemployment will positively. In this respect, in order to improve the middle age's reemployment we need to energize self-esteem, the effort of obtaining reemployment information, and social network.

Evaluation on the Specialized Quality Programs of the Senior Welfare Centers in Gyeonggi-do: Focusing on the Perspectives of the Service Users (경기도 노인복지관 특화 프로그램 평가: 서비스 이용자 관점을 중심으로)

  • Ji, Eric Seung-Hoon
    • 한국노년학
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    • v.36 no.3
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    • pp.847-867
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    • 2016
  • The purpose of this study is to observe whether the specialized quality programs of senior welfare centers actually help service users and meet their needs. In order to find out, we have utilized three different research methods. First, an in-depth interview was generated among the service users of senior welfare centers. Second, the specialized quality program in senior welfare centers was analyzed. Third, a focused group interview among the senior welfare experts was conducted. Based on the results of this study, they suggest four practical proposals. First is to enhancing programs of senior welfare centers based on the service users' rights. Second is to providing high-class services by developing and transforming the 'elderly culture.' Third is to converting the existing programs to make associations with their local communities. Last is to building a network as a hub to communicate and sharing outstanding programs within senior welfare centers.

A Study on the Blockchain-Based Insurance Fraud Prediction Model Using Machine Learning (기계학습을 이용한 블록체인 기반의 보험사기 예측 모델 연구)

  • Lee, YongJoo
    • Journal of Convergence for Information Technology
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    • v.11 no.6
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    • pp.270-281
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    • 2021
  • With the development of information technology, the size of insurance fraud is increasing rapidly every year, and the method is being organized and advanced in conspiracy. Although various forms of prediction models are being studied to predict and detect this, insurance-related information is highly sensitive, which poses a high risk of sharing and access and has many legal or technical constraints. In this paper, we propose a machine learning insurance fraud prediction model based on blockchain, one of the most popular technologies with the recent advent of the Fourth Industrial Revolution. We utilize blockchain technology to realize a safe and trusted insurance information sharing system, apply the theory of social relationship analysis for more efficient and accurate fraud prediction, and propose machine learning fraud prediction patterns in four stages. Claims with high probability of fraud have the effect of being detected at a higher prediction rate at an earlier stage, and claims with low probability are applied differentially for post-reference management. The core mechanism of the proposed model has been verified by constructing an Ethereum local network, requiring more sophisticated performance evaluations in the future.

An analysis study on the quality of article to improve the performance of hate comments discrimination (악성댓글 판별의 성능 향상을 위한 품사 자질에 대한 분석 연구)

  • Kim, Hyoung Ju;Min, Moon Jong;Kim, Pan Koo
    • Smart Media Journal
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    • v.10 no.4
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    • pp.71-79
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    • 2021
  • One of the social aspects that changes as the use of the Internet becomes widespread is communication in online space. In the past, only one-on-one conversations were possible remotely, except when they were physically in the same space, but nowadays, technology has been developed to enable communication with a large number of people remotely through bulletin boards, communities, and social network services. Due to the development of such information and communication networks, life becomes more convenient, and at the same time, the damage caused by rapid information exchange is also constantly increasing. Recently, cyber crimes such as sending sexual messages or personal attacks to certain people with recognition on the Internet, such as not only entertainers but also influencers, have occurred, and some of those exposed to these cybercrime have committed suicide. In this paper, in order to reduce the damage caused by malicious comments, research a method for improving the performance of discriminate malicious comments through feature extraction based on parts-of-speech.

Kakao Entertainment's Contents Dominant Strategy : Focusing on Absorptive Capacity and Boundary Spanning (카카오엔터테인먼트의 콘텐츠 지배 전략 : 흡수역량과 경계관리 활동을 중심으로)

  • Kwon, Sang-Jib
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.5
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    • pp.33-43
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    • 2021
  • Kakao M and Kakao page have been merged to form contents corporation, Kakao entertainment. Kakao M has 15 contents management agencies and 4 music labels, in addition to movie and drama productions. Kakao Page currently holds IP rights for about 8,500 content stories. This study explores the relationship between M&A for absorptive capacity and content value chain by considering the factors that determine boundary spanning behaviors. Using the Kakao entertainment in-depth case study as the practical lens, research results of this study are suggested. Kakao's effective M&A activities are critical key factor for absorptive capacity in the entertainment industry and has a strong network with advantage assets. Also, as the contents business becomes even more competitive, Kakao need to venture beyond entertainment boundaries to seize creative opportunities. Kakao entertainment with absorptive capacity and boundary spanning behaviors through M&A and contents value chain best qualified for entertainment dominant strategy.

AIoT-based High-risk Industrial Safety Management System of Artificial Intelligence (AIoT 기반 고위험 산업안전관리시스템 인공지능 연구)

  • Yeo, Seong-koo;Park, Dea-Woo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.9
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    • pp.1272-1278
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    • 2022
  • The government enacted and promulgated the 'Severe Accident Punishment Act' in January 2021 and is implementing this law. However, the number of occupational accidents in 2021 increased by 10.7% compared to the same period of the previous year. Therefore, safety measures are urgently needed in the industrial field. In this study, BLE Mesh networking technology is applied for safety management of high-risk industrial sites with poor communication environment. The complex sensor AIoT device collects gas sensing values, voice and motion values in real time, analyzes the information values through artificial intelligence LSTM algorithm and CNN algorithm, and recognizes dangerous situations and transmits them to the server. The server monitors the transmitted risk information in real time so that immediate relief measures are taken. By applying the AIoT device and safety management system proposed in this study to high-risk industrial sites, it will minimize industrial accidents and contribute to the expansion of the social safety net.

Approaches to Implementing Public Library Programs for Married Immigrant Women in Korea (결혼이주여성을 위한 공공도서관 프로그램 운영 전략)

  • Sooin Jeong;Yeon Ok Lee
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.34 no.3
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    • pp.5-35
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    • 2023
  • This study aims to propose desirable operational strategies for public library programs as a means to alleviate the daily difficulties faced by married immigrant women. To achieve this, We conducted an analysis of 326 multicultural programs from 132 institutions, all of which were supported by the Ministry of Culture, Sports and Tourism in 2022. The purpose was to gain an understanding of the current situation and identify any issues related to these programs. Additionally, we conducted interviews with married immigrant women to gain insights into the challenges they encounter in Korean society and to determine their specific demands regarding library programs. Furthermore, we interviewed librarians responsible for multicultural services to better comprehend their experiences in managing such programs and to understand their perceptions of multicultural services for married immigrant women. Based on these findings, we have proposed four operational strategies for public library programs targeting married immigrant women. These strategies include: 1) Program content, 2) Program operation method, 3) Building a personal network and utilizing human resources, 4) Collaboration with other institutions.

Estimation of Irrigation Return Flow from Paddy Fields in Madun Reservoir (안성지역 마둔저수지의 농업용수 회귀수량 산정)

  • Kim, Ha-Young;Nam, Won-Ho;Mun, Young-Sik;An, Hyeon-Uk
    • Proceedings of the Korea Water Resources Association Conference
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    • 2020.06a
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    • pp.180-180
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    • 2020
  • 최근 인구 증가, 도시화 및 산업의 발달로 인해 생활·공업용수의 수요가 증가하면서, 상대적으로 농업용수의 비율은 감소하고 있는 추세이다. 하지만 수자원이용 현황 중 농업용수는 전체 물 사용량의 48%로 여전히 가장 큰 비중을 차지하고 있다. 환경부 중심의 물관리 일원화 관련법 시행으로 국가 통합물관리 정책이 본격 추진됨에 따라 농업용수 가치의 재평가가 요구되고 있으며, 현재 수원공 확대의 경우 환경보호와 같은 이유로 농업용수 확보에 대한 많은 제약이 발생하고 있다. 공급된 농업용수 중 작물에 의해 소비되지 않고 하천으로 회귀되는 회귀수량은 하천 건천화 방지, 용수공급계획, 하천 유황예측 등 기여하는 바가 크다. 하지만 관개량과 회귀수량의 비로 나타내는 회귀율의 경우 지역에 따라 38.1%에서 70.5%로 큰 차이를 보이고 있으며, 지역별 회귀율 정량화에도 한계가 있다. 본 연구에서는 경기도 안성에 위치한 관개면적 429ha인 마둔 저수지를 대상으로 회귀율을 산정하고 농촌용수종합정보시스템 (Rural Agricultural Water Resource Information System, RAWRIS)에서 제공하는 저수지 수위 자료를 활용하여 마둔 저수지의 4월부터 9월 관개기 강수량, 저수율, 증발산량을 구축하였다. 물수지 분석 기반 회귀수량 산정모형으로부터 회귀율을 추정하였으며, 수로 네트워크 기반의 SWMM (Storm Water Management Model)과 비교를 통해 정량적인 회귀수량 및 회귀율을 산정하고자 한다. 본 연구의 결과를 통해 정량적인 회귀수량 및 회귀율 자료가 구축된다면, 농업용수의 재이용, 환경용수 및 하천유지용수, 용수공급계획 등 효율적인 농업 수자원관리에 기초자로로써 활용 가능할 것이라 판단된다.

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A Study on Efficient Mixnet Techniques for Low Power High Throughput Internet of Things (저전력 고속 사물 인터넷을 위한 효율적인 믹스넷 기술에 대한 연구)

  • Jeon, Ga-Hye;Hwang, Hye-jeong;Lee, Il-Gu
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.10a
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    • pp.246-248
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    • 2021
  • Recently data has been transformed into a data economy and society that acts as a catalyst for the development of all industries and the creation of new value, and COVID-19 is accelerating digital transformation. In the upcoming intelligent Internet of Things era, the availability of decentralized systems such as blockchain and mixnet is emerging to solve the security problems of centralized systems that makes it difficult to utilize data safely and efficiently. Blockchain manages data in a transparent and decentralized manner and guarantees the reliability and integrity of the data through agreements between participants, but the transparency of the data threatens the privacy of users. On the other hand, mixed net technology for protecting privacy protects privacy in distributed networks, but due to inefficient power consumption efficiency and processing speed issues, low cost, light weight, low power consumption Internet Hard to use. In this paper, we analyze the limitations of conventional mixed-net technology and propose a mixed-net technology method for low power consumption, high speed, and the Internet of things.

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