• Title/Summary/Keyword: 가치가중치

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A Study on Machine Learning-Based Method for Patent Valuation Considering the Number of Patent Families (특허 패밀리 수를 고려한 머신러닝 기반의 특허 가치 평가 방안)

  • Hyeongjin Lee;Heonchang Yu
    • Proceedings of the Korea Information Processing Society Conference
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    • 2024.05a
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    • pp.814-817
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    • 2024
  • 특허의 가치를 평가하기 위해서는 특허 데이터에 포함된 다양한 지표가 활용될 수 있으며, 최근 다양한 지표를 머신 러닝 기법으로 분석하여 특허의 가치를 평가하는 연구가 증가하고 있다. 특허의 가치를 올바르게 평가하기 위해서는 여러 지표 중에서 어떤 지표가 특허의 가치에 크게 기여 하는지 판단할 수 있어야 하며, 이에 따라 지표별로 적절한 가중치를 설정할 수 있어야 한다. 제안된 방법은 회귀 모델 기반으로 다양한 지표에 가중치를 적용하여 특허 피인용수를 예측하였으며, 특허 패밀리 수에 적용되는 가중치를 변경하면서 특허 패밀리 수가 특허의 가치에 미치는 영향을 검증하였고, 특허 가치 평가 과정에서 특허 패밀리 수의 중요성에 대해 확인하였다.

취약성 평가에 의한 정보보호지표의 계량화: 정보자산가치가중치법

  • 김기윤;나관식
    • Review of KIISC
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    • v.10 no.1
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    • pp.51-62
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    • 2000
  • 본 연구의 목적은 취약성을 보안대책의 결핍으로 정의해서 정보보호지표의 개념을 도출한 후에, 정보자산가치에 따라서 가중치를 부여하는 정보자산가치가중치법에 의해서 정보보호지표를 계량화하는 절차를 제시하는 것이다. 이와 같은 정보보호지표에 근거해서 정보보호를 위한 기본적인 보호 대책(관리적, 기술적, 물리적 대책을 포함하는 기본통제)을 구현하고 특정 응용시스템을 위한 특수한 보호 대책을 구현함으로써, 조직 내외의 위협으로부터 안정적이고 신뢰성 있는 정보서비스를 제공할 수 있다.

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Methods of computing Toll Road Weights when Calibrating Road Networks in a Transportation Planning Model (교통계획 모형내 유료도로의 요금적용 방안에 관한 연구)

  • Kim, Eung-Cheol;Kim, Do-Hoon
    • International Journal of Highway Engineering
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    • v.11 no.1
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    • pp.47-58
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    • 2009
  • Calibrating toll roads of highway networks needs additional weights within volume delay functions not like other general highway lints. However, current methods assigning additional weights in the volume delay function of toll roads are not sufficiently enough to predict real toll road volumes measured, since it does not consider discounting rates and an extra charges. This study develops methods to improve relevant and reliable volume delay functions. Suggested ideas include a method of weighting volume delay functions considering a value of time of vehicle types, a method of weighting volume delay functions considering lane distributions of vehicles, and a method of weighting volume delay functions considering percentages of link lengths per a number of lanes of toll roads. It is found that the method of weighting volume delay functions considering lane distributions of vehicles show most reliable and appropriate results, while the first method shows overestimation and the third method does underestimation of highway link volumes. In terms of assignment methods, total OD equilibrium assignment shows better results than PCU based assignment.

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대학교수 종합평가의 평가내용요소별 가중치

  • Gwon, Gi-Uk
    • 대학교육
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    • s.76
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    • pp.83-89
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    • 1995
  • 교수종합평가는 교육.연구.봉사 영역 모두를 대상으로 해야 한다. 어느 한 영역의 평가결과가 우수하면, 다른 영역의 결과는 그렇지 못할 수도 있다. 모든 영역에서 평가결과가 우수한 경우는 드물다. 그리고 교수종합평가의 평가영역 및 평가요소별 가중치는 개인의 가치에 따라 차이가 있을 수 있다. 교수의 종합평가나 중점평가에 적용될 가중치는 특정 개인의 주장만을 반영하기보다 많은 사람이 합의한 결정에 근거하여 설정되어야 한다. 여기에서는 보다 많은 대학과 다양한 학문계열의 교수들을 표집하여 객관적인 입장에서 평가영역 및 평가항목의 가중치를 규명하였다. 그 결과로 도출된 가중치는 대학교수들의 평가에 적용되어 평가결과의 타당성을 제고할 수 있을 것이다.

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Establishment of Traffic Management Strategies Based on AHP (AHP 기법을 통한 교통관리전략의 설정)

  • Kim, Da Ye;Oh, Heung Un
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.32 no.6D
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    • pp.533-538
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    • 2012
  • The purpose of weighting traffic management strategies is to reach strategic goal through intended and balanced implementations. The AHP is commonly used technique to derive perspective and strategic goals, and to give priorities to them in a organization. In this study, perspective and strategic goals are derived through surveys and interviews with staffs of a traffic management agency. And then, priority of perspective and strategic goals is performed through the AHP. In this study, three things were identified. Firstly, it was found weighting perspectives such as values for customers, future, activity, and performances were in sequence performed. The value for customers were ranked the first. Secondly, it was found increasing of customer- centric thinking and values of eco- friendly system are the highest weighting in strategic goal. Third, it was found increasing of customer-centric thinking is the most important in headquarters and regional headquarter. But, Values of eco-friendly system is ranked as the most important in opinion of branch office's staffs. It was also identified that depending on the working places, such as headquater and branch offices, the response differs.

Weight-based identification of individuals In Chosun family register database (호적 데이터베이스에서 가중치방식 동일인 추적)

  • Koo, Seul-Ki;Woo, Byung-Il;Moon, Sungup;Lee, Sang-Won;Son, Byung Giu
    • Proceedings of the Korea Information Processing Society Conference
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    • 2010.11a
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    • pp.24-27
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    • 2010
  • 호적은 사회문화적으로 많은 가치를 지닌 데이터이나 체계적으로 전산화되어 있지 않기 때문에 사용에 많은 제약이 존재했다. 또한 호적은 직접적인 세금 징수 및 군역 관리를 위한 기록이기 때문에 인구연구에 사용하기에 부정확하고 결여되거나 불일치한 데이터가 다수 존재한다. 따라서 인구학 연구에 중요한 동일인 정보에 대해 직접적인 비교로 동일인을 찾는 것은 불가능하다. 본 논문에서는 웹 서버와 데이터베이스를 사용해 가중치방식을 통한 동일인추적을 가능하게 하는 것으로 호적의 연구자원으로서의 가치를 증가시킨다. 조선시대 단성현의 93,803 개의 데이터를 대상으로 최적 가중치 한계와 소모시간의 단축을 위한 방법에 대해 서술한다.

Establishing the Importance Weight Model of IT Investment Evaluation Criteria through AHP Analysis (AHP 기법을 적용한 IT프로젝트 사전타당성 평가항목의 가중치 산출)

  • Kwon, Min-Young;Koo, Bon-Jae;Lee, Kuk-Hie
    • Information Systems Review
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    • v.8 no.1
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    • pp.265-285
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    • 2006
  • The purpose of this research is to identify the major evaluation criteria of IT investment projects and establish the importance weights of criteria through AHP analysis. Seven evaluation criteria which have been drawn from prior studies and industry practices are direct costs, indirect costs, financial benefits, strategic value, risk, technical necessity, and political considerations. Data have been collected from 95 IT projects in 40 public organizations and private firms in Korea. After having applied the data reliability test, 79 projects have been selected. The results of AHP analysis show the importance weights and priorities of seven evaluation criteria as follows: financial benefits 25.2%, strategic value 22.36%, direct costs 14.34%, risk 12.10%, technical necessity 11.55%, political considerations 8.3%, and indirect costs 6.48%. And the weights of seven criteria shows considerable differences among three different IT project types such as transactional, informational, and infrastructural.

A Proposal of the Quality Models and Additive Value Degrees for the Effective Application in the Rural Houses Design Value Engineering (효율적인 농촌주택 개발을 위한 설계VE 품질모델 및 가중치 제안)

  • Min, Kyung-Seok
    • Journal of the Korean Institute of Rural Architecture
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    • v.7 no.2
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    • pp.1-8
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    • 2005
  • In a rural house, it is necessary to make a quality model that choose effective design value engineering. So more effective models, this study examine requests of a rural house project designers, constructors, and tenants. Checked items are classified into four groups that working area, dwelling area, constructive and environmental parts. Each groups are also divided into detailed items for basic decisional elements. When basis points sets 10, it can be divided that working area parts 3pts, dwelling area parts 2.5pts, constructive parts 3pts and environmental parts 1.5pts. In this results, we can make a proposal of evaluation on additive value quality model for a rural house in design value engineering.

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A Proposal of the Quality Models and Additive Value Degrees for the Barrier Free Design in the Rural Campus Design Value Engineering (지방대학 캠퍼스의 Barrier Free Design을 위한 설계VE 품질모델 및 가중치 제안)

  • Min, Kyung-Seok
    • Journal of the Korean Institute of Rural Architecture
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    • v.8 no.1
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    • pp.9-16
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    • 2006
  • In campus project, "Barrier Free Design" is the essential part for the handicapped. It is necessary to make a quality model that choose effective design value engineering objects. So more effective models, this study examine requests of the university students. Checked items are classified into four groups that movement, guidable, safety and territoria parts, and each groups are also divided into detailed items for basic decisional elements. When basis points sets 10, it can be divided that movement parts 2.93pts, guidable parts 2.31pts, safety parts 2.41pts and territoria parts 2.35pts. in this results, we can make additive value and quality model for barrier free design in campus design value engineering.

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A Study on the Technology Valuation Using Patent Information (컨조인트 기법을 활용한 기술 가치 평가모형: 전기·전자 분야 특허거래 실증 분석)

  • Lee, Kyungpyo;Lim, Dongkyoo;Lee, Sungjoo
    • Journal of Technology Innovation
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    • v.22 no.2
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    • pp.221-245
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    • 2014
  • In the era of fierce global competition and short product life cycle, firms have been interested in the technology valuation to improve their competitiveness. As the technology valuation may become a key issue for countries and industries, the development of technology valuation method has become increasingly important. Thus, this study aims to suggest a novel method to assess technology value by applying conjoint analysis to bibilographic information of patent. For this purpose, we firstly identified nine patent indexes categorized in three attributes - technological superiority, marketability and legal rights. Then, we collected actual data on patent transactions including their patent attributes and market prices. Based on the data, we could obtain the patent index values. Finally, we applied conjoint analysis to the prices and patent index values as a basis for technology valuation. The suggested method is expected to be an effective tool for technology valuation by using real transaction data rather than relying heavily on experts assessment.