• 제목/요약/키워드: Data Model Evaluation

검색결과 4,034건 처리시간 0.038초

리모델링 사업성 평가 모델 구축에 관한 고찰 (A Study on the Building of Remodeling Evaluation Model)

  • 유인근;김천학;윤여완;양극영
    • 한국건축시공학회지
    • /
    • 제6권3호
    • /
    • pp.67-73
    • /
    • 2006
  • This study aims to evaluate the feasibility of remodeling business by predicting the future price of apartment house after remodeling using Hedonic Price Model. The data concerning such 9 independent variables as location, unit size, unit plan, landscape, parking, the number of elapsed years after completion, number of units, mechanical performance, interior from 25 regions in Seoul metropolitan city were collected and evaluated by established evaluation criteria. The coefficients affecting the price of apartment unit were made by Ivay of linear multi-regression and put into Hedonic Price Model. The feasibility evaluation model for apartment was made and verified by data of remodelled apartment. The predicted results using suggested evaluation model coincide with actual apartment market situations.

공개소프트웨어 서비스 평가모델(BSEM)에 관한 개념적 연구 (Behavior-Structure-Evolution Evaluation Model(BSEM) for Open Source Software Service)

  • 이승창;박훈성;서응교
    • 유통과학연구
    • /
    • 제13권1호
    • /
    • pp.57-70
    • /
    • 2015
  • Purpose - Open source software has high utilization in most of the server market. The utilization of open source software is a global trend. Particularly, Internet infrastructure and platform software open source software development has increased rapidly. Since 2003, the Korean government has published open source software promotion policies and a supply promotion policy. The dynamism of the open source software market, the lack of relevant expertise, and the market transformation due to reasons such as changes in the relevant technology occur slowly in relation to adoption. Therefore, this study proposes an assessment model of services provided in an open source software service company. In this study, the service level of open source software companies is classified into an enterprise-level assessment area, the service level assessment area, and service area. The assessment model is developed from an on-site driven evaluation index and proposed evaluation framework; the evaluation procedures and evaluation methods are used to achieve the research objective, involving an impartial evaluation model implemented after pilot testing and validation. Research Design, data, and methodology - This study adopted an iteration development model to accommodate various requirements, and presented and validated the assessment model to address the situation of the open source software service company. Phase 1 - Theoretical background and literature review Phase 2 - Research on an evaluation index based on the open source software service company Phase 3 - Index improvement through expert validation Phase 4 - Finalizing an evaluation model reflecting additional requirements Based on the open source software adoption case study and latest technology trends, we developed an open source software service concept definition and classification of public service activities for open source software service companies. We also presented open source software service company service level measures by developing a service level factor analysis assessment. The Behavior-Structure-Evolution Evaluation Model (BSEM) proposed in this study consisted of a rating methodology for calculating the level that can be granted through the assessment and evaluation of an enterprise-level data model. An open source software service company's service comprises the service area and service domain, while the technology acceptance model comprises the service area, technical domain, technical sub-domain, and open source software name. Finally, the evaluation index comprises the evaluation group, category, and items. Results - Utilization of an open source software service level evaluation model For the development of an open source software service level evaluation model, common service providers need to standardize the quality of the service, so that surveys and expert workshops performed in open source software service companies can establish the evaluation criteria according to their qualitative differences. Conclusion - Based on this evaluation model's systematic evaluation process and monitoring, an open source software service adoption company can acquire reliable information for open source software adoption. Inducing the growth of open source software service companies will facilitate the development of the open source software industry.

연구데이터 관점에서 본 거대언어모델 품질 평가 기준 제언 (A Proposal of Evaluation of Large Language Models Built Based on Research Data)

  • 한나은;서수정;엄정호
    • 정보관리학회지
    • /
    • 제40권3호
    • /
    • pp.77-98
    • /
    • 2023
  • 본 연구는 지금까지 제안된 거대언어모델 가운데 LLaMA 및 LLaMA 기반 모델과 같이 연구데이터를 주요 사전학습데이터로 활용한 모델의 데이터 품질에 중점을 두어 현재의 평가 기준을 분석하고 연구데이터의 관점에서 품질 평가 기준을 제안하였다. 이를 위해 데이터 품질 평가 요인 중 유효성, 기능성, 신뢰성을 중심으로 품질 평가를 논의하였으며, 거대언어모델의 특성 및 한계점을 이해하기 위해 LLaMA, Alpaca, Vicuna, ChatGPT 모델을 비교하였다. 현재 광범위하게 활용되는 거대언어모델의 평가 기준을 분석하기 위해 Holistic Evaluation for Language Models를 중심으로 평가 기준을 살펴본 후 한계점을 논의하였다. 이를 바탕으로 본 연구는 연구데이터를 주요 사전학습데이터로 활용한 거대언어모델을 대상으로 한 품질 평가 기준을 제시하고 추후 개발 방향을 논의하였으며, 이는 거대언어모델의 발전 방향을 위한 지식 기반을 제공하는데 의의를 갖는다.

Foundation Fieldbus에서 주기적 데이터 스케듈링 기법 및 실험적 평가 (A Scheduling Method of Periodic Data in the Foundation Filedbus and Experimental Evaluation)

  • 송승민;홍승호
    • 제어로봇시스템학회논문지
    • /
    • 제11권2호
    • /
    • pp.167-174
    • /
    • 2005
  • This paper experimentally validates the efficacy of scheduling method that satisfies the performance requirement of periodic data in the Foundation Fieldbus. The scheduling method allocates periodic data traffic to a bandwidth-limited fieldbus medium. The scheduling method generates schedule list that records schedule starting time and schedule period of each periodic data. This study developed an experimental model of a Foundation Fieldbus network system. Using the experimental model, this study showed that the scheduling method can be easily implemented in a practical Foundation Fieldbus network system. The results obtained from the experimental evaluation showed that the scheduling method restricts the delay of periodic data to a pre-specified bound.

DEA를 활용한 차세대첨단콘텐츠육성사업 참여 DMU의 효율성 평가에 관한 사례 연구 (A Case Study on Efficiency Evaluation of DMUs Performances for Digital Pioneer Project by Data Envelopment Analysis Model)

  • 신재식;양해술
    • 한국IT서비스학회지
    • /
    • 제6권1호
    • /
    • pp.65-81
    • /
    • 2007
  • Recently, the affiliates of the Ministry of Information and Communication have been conducting a performance evaluation study on IT policy projects, based on the performance evaluation model of the U.S. Office of Management and Budgets, with regard to investment in computerization. The performance evaluation model for the policy project could provide the objective information required for the planning, development, and operation of the policy project. However, the performance of the most policy project is likely to be evaluated using the subjective evaluation criteria of evaluators. Therefore, this case study evaluates the relative efficiency using DEA (Data Envelopment Analysis) in order to improve the performance evaluation method of the digital pioneer' project implemented by the Korea IT Industry Promotion Agency. The improvement value of inefficient Decision Making Units (DMUs) was measured by a static efficiency analysis. The measured value will suggest a objective viewpoint of the performance between DMUs to evaluators. In doing so, it will show an appropriate direction for the policy project to be evaluated successfully.

NEUTRON INDUCED CROSS SECTION DATA FOR IR-191 AND IR-193

  • Lee, Yong-Deok;Lee, Young-Ouk
    • Nuclear Engineering and Technology
    • /
    • 제38권8호
    • /
    • pp.803-808
    • /
    • 2006
  • The neutron induced nuclear cross section data for Ir-191 and Ir-193 were calculated and evaluated from unresolved resonance energy to 20MeV. The energy-dependent optical model potential parameters were determined based on the experimental data and applied up to 20MeV. A spherical optical model, a statistical model in an equilibrium energy region, and a multistep direct and multistep compound model in a pre-equilibrium energy region were used in the calculations. The direct capture model enhanced the fast neutron capture in the pre-equilibrium energy. The theoretically calculated cross sections were compared with the experimental data and the evaluated files. The calculations were found to be in good agreement with the experiment data. The evaluated cross section results were compiled with the ENDF-6 format. The fast energy results will be merged with the resonance parts to create a full evaluation library. The improvement of the neutron-induced cross section data will contribute to an increase in the efficiency of the production of Ir-192 as a radiation source.

농촌마을의 중심성 평가 모형의 개발 (II) - 자료조사 및 GIS분석을 통한 모형의 적용 - (Development of a Potential Centrality Evaluation Model for Rural villages ( II ) - Application of model by Survey of villages and Analysis using GIS -)

  • 김대식;정하우
    • 한국농공학회지
    • /
    • 제44권1호
    • /
    • pp.81-92
    • /
    • 2002
  • The purpose of this paper, the 2nd stage of this study. is to test the applicability of the potential centrality evaluation model (PCEM) to a case study area. To verify the practical applicabilities of the PCEM, an administrative area of Ucheon-myeon, Hoengseong-gun, Gangwon-do was selected as a study area. Full data on the human environments of total 72 villages within the study area were surveyed. Data on the natural environments were collected through GIS analysis from digital maps developed far this study. The highest PCI (Potential Centrality Index) score was shown at Uhang village of which one being 841 (total score being 1,000), the real single center village of the study area. The evaluation results on potential centeralities of all the villages in the study area would provide decision-makers with more precised information for selection of center villages for development project.

정보시스템 평가를 위한 결과 기반 평가생명주기 모형 설계 (Evaluation Life Cycle Management Model on the Basis of Result to Evaluate Information Systems)

  • 이상원;김성현;박승범;안현섭
    • 한국컴퓨터정보학회:학술대회논문집
    • /
    • 한국컴퓨터정보학회 2014년도 제50차 하계학술대회논문집 22권2호
    • /
    • pp.93-94
    • /
    • 2014
  • Enterprises or public organizations have invested in development of their information systems and operated them repeatedly. Since these information systems projects have unique characteristics such as technology sensitiveness, network effectiveness, embeddedness, and externality, these investment projects have been not taken care of in the field of administration and evaluation. And then, it is difficult to manage and monitor them. In this research, we propose a evaluation life cycle management model on the basis of result to evaluate information systems. This life cycle model with ten stages would furnish a guide to introduction of total evaluation systems.

  • PDF

FAIR 원칙 기반 메타데이터 평가 프레임워크 (FAIR Principle-Based Metadata Assessment Framework)

  • 박진효;김성희;윤주상
    • 정보처리학회논문지:컴퓨터 및 통신 시스템
    • /
    • 제11권12호
    • /
    • pp.461-468
    • /
    • 2022
  • 최근 빅데이터 산업의 발전으로 디지털 플랫폼에서 데이터 활용 서비스를 제공하는 사례가 증가하고 있다. 이와 관련해 데이터 관련 분야에서 (메타)데이터 품질, 서비스, 기능 등의 평가에 적용할 수 있는 FAIR 원칙을 데이터 품질 평가에 적용하여 활용하는 연구가 진행되고 있다. 특히, 유럽 오픈 데이터 포털에서는 FAIR 원칙 기반의 평가 모델을 적용하여 이를 기준으로 데이터 성숙도 평가를 시행하고 그 결과를 매년 보고서로 공개하고 있다. 이에 반해 공공데이터 포털에서는 메타데이터를 기반으로 한 데이터 성숙도 평가를 시행하고 있지 않다. 따라서 본 논문에서는 유럽 오픈 데이터 포털에서 데이터 성숙도 평가를 위해 사용되고 있는 FAIR 원칙을 국내 여러 공공데이터 포털 및 데이터 거래를 위해 구축된 빅데이터 플랫폼에 데이터 성숙도 평가를 위한 새로운 모델 제안하고 평가를 시행한다. 제안한 성숙도 평가 모델은 공공데이터 포털 데이터셋 품질을 평가하는 모델이다.

학생에 의한 강의평가에서 집단별 표준화변환을 이용한 강좌평가모형 (Course evaluation model using standardized transformation by group in student evaluation of teaching)

  • 이재만;차영준
    • Journal of the Korean Data and Information Science Society
    • /
    • 제23권1호
    • /
    • pp.143-150
    • /
    • 2012
  • A대학교에서 상대평가로 성적을 부여하는 강의의 강의평가 자료를 대상으로 강좌특성이 강좌별 강좌평가점수에 미치는 영향을 분석하였다. 분석 결과 강좌별 강좌평가점수는 강좌 수강생의 평균학년과 남학생비율이 높을수록, 수강인원이 적을수록 높게 나타났다. 이러한 결과를 바탕으로 평가자의 학년과 성별의 효과를 통제할 수 있는 평가모형을 제안하고 제안한 사례를 통하여 평가모형의 수행능력을 고찰하였다.