• Title/Summary/Keyword: 데이터생태계

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Case Studies for Insurance Service Marketing Using Artificial Intelligence(AI) in the InsurTech Industry. (인슈어테크(InsurTech)산업에서의 인공지능(AI)을 활용한 보험서비스 마케팅사례 연구)

  • Jo, Jae-Wook
    • Journal of Digital Convergence
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    • v.18 no.10
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    • pp.175-180
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    • 2020
  • Through case studies for insurance service marketing using artificial intelligence(AI) in the insurtech industry, it investigated how innovative technologies(artificial intelligence, machine learning etc.) are being used in the insurance ecosystems. In particular, through domestic and international case studies, it was examined by Lemonade's service of insurance contracts and getting the indemnity and AI company's service of calculating the compensation through a medical certificate image based on OCR, which brought disruptive innovations using artificial intelligence. As a result of the case analysis, these services have drastically shortened the lead time of insurance contracts and payment through machine learning using numerous customer data based on artificial intelligence. And accurate and reasonable compensation was calculated in the estimation of indemnity, which has a lot of disputes between customers and insurance companies. It was able to increase customer satisfaction and customer value.

Indoor Position Technology in Geo-Magnetic Field (지구 자기장 기반의 Fingerprint 실내 위치추정 방법 연구)

  • Hur, Soojung;Song, Junyeol;Park, Yongwan
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.1
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    • pp.131-140
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    • 2013
  • Due to the limitations of the existing indoor positioning system depending on the radio wave, at present, it is required to introduce a new method in order to improve the accuracy in indoor environment. Recently, bio-inspired technology has become the future core technology. Thus, this study examined the accurate positioning method applying the abilities that animals with homing instinct measure their position by searching geomagnetic field with the use of their biomagnets. In order to confirm the applicability of geomagnetic field, a new source for indoor positioning, this study separated the constituent materials and building structure and designed the structures that can carry the actual magnetic field sensor and the data collection module. Subsequently, this study investigated the applicability of geomagnetic field as a positioning source by establishing the positioning system of Fingerprint method. In performance evaluation of the positioning system, the geomagnetic strength-based positioning system was similar to or approximately 20 percent higher than the wireless LAN-based positioning system in the buildings with the existing wireless LAN. Thus, in the environment without infrastructure for indoor positioning, the geomagnetic, an independent earth resource, can make it possible to realize the indoor positioning.

The Study of System Visibility of Universal Middleware Pervasive Memorial Engine (시스템가시성평가를 위한 유니버설미들웨어기반 Pervasive Memorial Engine 연구)

  • Lee, Hae-Jun;Hwang, Chi-Gon;Yoon, Chang-Pyo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2017.10a
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    • pp.335-338
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    • 2017
  • Presently, the collaboration hardware system and software technology that promoted commercializing ICBMS for integrated system visibility evaluation. This variation will move on the next pervasive period that mixed with cultural and technology convergence. There is possibility for the period system can invoke unpredictable confusing blank state. The blank state systems have ecosystem characteristics that are supplied, maintained and operated through the complex interactions of technology and culture. Using universal middleware can support the life-cycle model and increase the visibility of complex systems and prepare for confusing situations. In this study, based on universal middleware, data and service dynamic standardized modules were evaluated to support stable system visibility platform. The system visibility module consists of Intelligent Pervasive Cloud module, Memorial Service module and Life Cycler connection module. each module reflects various requirements of system visibility requested by external system. In addition, the analysis results are supported by various network application service standards through platform independent system and architecture.

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Introduction to Image Pro-processing Subsystem of Geostationary Ocean Color Imager (GOCI) (정지궤도 해색탑재체(GOCI) 전처리시스템)

  • Seo, Seok-Bae;Lim, Hyun-Su;Ahn, Sang-Il
    • Korean Journal of Remote Sensing
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    • v.26 no.2
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    • pp.167-173
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    • 2010
  • This paper introduces Geostationary Ocean Color Imager, IMage Pre-processing Subsystem (GOCI IMPS) of Communication, Ocean, and Meteorological Satellite (COMS), and describes its functions, development states, and operational concepts. The primary and backup systems of GOCI IMPS have been installed in Korea Ocean Satellite Center (KOSC) and Satellite Operation Center (SOC) and the system are the prelaunch test phase after completing all required tests. It is expected that the GOCI data observed continuously over the Korea Peninsular in the geostationary orbit will be usefully utilized in marine environment research fields such as sea surface temperature changes or marine ecosystems.

Analysis of physical habitat change for fish induced by river area extension (공간확대에 따른 어류 물리서식처 변화 분석)

  • Jeon, Ho Seong;Hong, Il;Kim, Ji sung;Kim, Kyu Ho
    • Proceedings of the Korea Water Resources Association Conference
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    • 2017.05a
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    • pp.293-293
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    • 2017
  • 하천복원 또는 서식환경조성에 있어서 흐름영역을 통한 하천생태계 서식처 공간의 조성은 매우 중요하며 최적서식공간을 조성하기 위한 공간 확보 및 복원의 기술은 가장 중요하게 개발해야할 대상이다. 본 연구에서는 공간 확대에 따른 수환경 변화가 어류 물리서식처에 미치는 영향을 분석하기 위해 2차원 물리서식처 모형인 River2D를 적용하였다. River2D의 구동에 필요한 지형데이터는 만경강 유역의 봉동, 소양, 하리 3개의 지점을 경계지점으로 하여 대상영역 내 저지대 상습 침수구역인 만경강 본류와 소양천 합류지점을 복원대상지로 선정 후, 이 구역의 현재하도(공간복원전)와 합류부에서 제방을 없애 공간을 확보한(공간 복원후) 하도의 지형을 구축하였다. 그리고 과거 만경강 봉동일대에서 출현하였던 감돌고기를 대상어종으로 하여 감돌고기에 대한 생애주기별 서식처 적합도 지수(HSC)를 산정한 결과를 분석에 이용하였고, 유황조건은 IHA를 이용하여 산정된 5가지 유황조건을 경계조건으로 하여 분석을 실시하였다. 가중가용면적-유량관계곡선의 도출을 통해서 최적유량 산정시 중요한 지표인 WUA의 산정결과 현재 하천공간보다 공간 복원후 하천공간이 더 많은 가중가용면적을 확보하고 있음을 알 수 있고 동일한 유황의 조건에서 하천공간의 확보 및 복원을 통해 최소유량의 최대서식처 개선효과를 확인할 수 있었다. 또한 공간복원 후에 감돌고기에 대한 최대 가중가용면적은 20.4% 증가하였고, 최적유량변동은 20m3(57.1%) 저감하는 것을 확인할 수 있었다. 감돌고기의 생애주기별 복합서식처 적합도 분포결과는 복원후 전체 공간분포 중 소양천 합류부 및 복원 홍수터에서 서식처 적합도의 공간분포가 높게 나타났고 가중가용면적도 복원후 산란기(4~6월)에 57.7%, 성장기(7~8월)에 6.0%, 성어기(9~11월)에 41.9%로 가중가용 면적이 증가하였으며, 특히 산란기와 성어기의 가중가용면적이 하천공간 확보를 통해 크게 증가되었다. 이러한 결과들을 바탕으로 수생태계에서 하천어류의 서식환경을 보호하고 유지하기 위해서 적절한 서식공간의 확보가 선행되어야 하며 복원사업에 따른 제방제거 및 하상변동으로 발생하는 유속의 변화로 인한 다양한 영향을 충분히 검토하여야 할 것으로 판단된다.

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A Study on the Linkage and Convergence of Academic Information Services in Science and Technology (과학기술 학술정보서비스의 연계 및 융합에 관한 연구)

  • Kim, Dou-Gyun;Choi, Hee-Seok;Lee, Hyejin;Hwang, Yun-Young;Kwak, Seung-Jin
    • Journal of the Korean Society for Library and Information Science
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    • v.53 no.4
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    • pp.341-359
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    • 2019
  • To improve research productivity, it is important to acquire up-to-date information quickly. To this end, researchers seek information resources through various channels and methods and utilize them in their research and development processes. The Korea Institute of Science and Technology Information (KISTI) has developed a platform for integrated scientific and scientific information service called ScienceOn to provide specialized information, infrastructure resources, industry and technology analysis resources in one place to support the research and information ecosystem. Through this process, accessibility and usability are enhanced through the connection and convergence of various information and services. In this study, we look at recent R&D trends in scientific technology academic information integration services and recommended packaging services that can be utilized in batches according to the purpose of use. We look forward to improving national R&D productivity by strengthening the linkage and convergence of scientific and technological information.

A Study on the Identification of Open Source License Compatibility Violations (오픈 소스 라이선스 양립성 위반 식별 기법 연구)

  • Lee, Dong-Gun;Seo, Yeong-Seok
    • KIPS Transactions on Software and Data Engineering
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    • v.7 no.12
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    • pp.451-460
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    • 2018
  • Open source software is used in various ways when developing new softwares all around the world. It requires rights and responsibilities as a form of an open source software license. Because the license is a contract between original software developers of the open source software and users, we must follow it and extremely cautious to avoid copyright infringement. In particular, we must verify license compatibility when we develop new software using the existing open source softwares. However, license violation issues always occur and lead to lawsuits so that they are having an adverse effect on the open source software ecosystem. Thus, in this paper, we propose a method, OSLC-Vid, to identify license violations whether compatibility issues exist between open source softwares. The proposed method is verified by the experiments to detect actual license violation cases.

기업 성장단계 별 외부 협력 및 정부 인증 지원제도가 성과에 미치는 영향

  • Park, Da-In;Park, Chan-Hui
    • 한국벤처창업학회:학술대회논문집
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    • 2018.11a
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    • pp.187-192
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    • 2018
  • 현재 급변하는 정보기술, 다양성을 추구하는 시장의 니즈, 미리 예측하지 못한 다양한 형태의 경쟁자 등의 출현으로 인해 경영환경이 급변하고 있는 것은 더 이상 새로운 현상이라고 보기는 어렵다. 이와 같이 급변하는 경영 환경은 기업 간 경쟁 심화를 불러일으키고 있으며, 경쟁 심화는 생존 및 발전을 위해 기업 특성에 맞지 않는 무분별한 전략을 활용하면서 오히려 역효과를 내고 있다는 문제를 야기하고 있다. 특히 변화하고 있는 환경 내 벤처기업 및 창업기업들의 경우 창업 후 생존율이 점차 낮아지면서 일반 기업들에 비해 경쟁력을 갖춘 기업을 찾아보기 어려운 것이 현실이다. 이에 벤처기업들은 도태되지 않고 생존하기 위해경쟁력을 강화시킬 수 있는 다양한 전략을 구사하고 있다. 벤처기업은 하나의 비즈니스 생태계 내 유기적 생명체로서 진화하기 위해 제품이나 산업의 수명주기와 마찬가지로 창업기, 초기 성장기, 고도 성장기, 성숙기, 쇠퇴기 등의 정형화된 단계를 거친다. 따라서 벤처기업은 무차별적인 전략을 통해 기업의 생존 및 성장을 도모 하는 것이 아니라 해당 기업이 놓인 수명주기 단계별로 전략, 조직 구조, 의사결정방식, 통제유형 등을 상이하게 판단하고 이에 적절한 전략을 수행해야 한다. 예를 들어, 동일 생산요소를 투입하더라도 이를 적용할 수 있는 지식이 있는 경우 더 높은 가치 창출이 가능(Aghion & Howitt, 1992) 하지만 창업 초창기의 기업은 고도 성장기의 기업보다 보유한 지식 수준 및 경험이 상대적으로 낮기 때문에 다양한 협력을 필요로 한다. 그러나 현재의 여러 선행연구들은 기업이 처한 상황을 고려하지 않은 단편적인 대처 방안이거나 혹은 부분적인 방법론을 제공하는 수준에 그치고 있다는 한계가 있다(이병헌 외, 2014). 따라서 본 연구에서는 '2016년 벤처기업정밀실태조사' 데이터를 기반으로 기업의 외부 협력 정도 및 벤처기업 지원제도 활용 정도가 경쟁력과 성과에 미치는 영향이 기업의 수명주기별로 상이하다고 보고 관련 전략 프레임워크를 제시하고자 한다.

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A Study on ICT Conversion and Change of Industrial Society (ICT 융합과 산업사회의 변화에 대한 연구)

  • Moon, Seung Hyeog
    • The Journal of the Convergence on Culture Technology
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    • v.7 no.4
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    • pp.653-658
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    • 2021
  • Convergence of ICT technology and various industry have been proliferated. It makes human life affluent pulling existing industry paradigm down while they do not realize. Also, it impacts on personal life and becomes a driving force which strengthen the state level and its competitiveness. Complexity is increasing, knowledge is expanding and ICT technology is evolving in the present industrial society. Thus, new business model is being created, established business without competitiveness is eliminated and new ecosystem is constructed for industry change or creation. The new business and its competitive order driving in current convergence environment is apt to be exposed to uncertainty risk. These changes promote the collapse of existing industry or create new business models. There are digital transformation and ICT convergence in the center of the changes. The change of society and industry caused by this phenomenon will be analyzed. Also, development direction, strategy and execution method for securing industry competitiveness of ICT convergence will be researched.

A Study on Negative Word-of-mouth Virality of Social Media Using Big Data Analysis: From the Supply Chain Risk's Perspective (빅데이터 분석을 이용한 소셜 미디어의 부정적 구전 파급력에 관한 연구: 공급사슬 리스크 관점에서)

  • Jeong, EuiBeom
    • Journal of Korea Society of Industrial Information Systems
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    • v.27 no.2
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    • pp.163-176
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    • 2022
  • As the business ecosystem has become more uncertain, the sources of supply chain risk have also been becoming more diverse. In particular, due to the development of informational technology in recent years, firms need to consider the emerging supply chain risk sources as well as traditional supply chain risk sources. A typical example is negative word-of-mouth by social media. Therefore, we investigated the virality of negative word-of-mouth on manufacturing firms by using YouTube as a representative social media. More specifically, we investigated how the social capital of the video creator influences the virality of negative word-of-mouth and how the emotional tone of the video affects the virality of negative word-of-mouth. In conclusion, the social capital of the video creator influenced the scale and speed of negative word-of-mouth. Furthermore, negative emotion words moderated the relation between the social capital of the video creator and the scale of negative word-of-mouth.