• 제목/요약/키워드: 평가 항목

Search Result 4,950, Processing Time 0.034 seconds

A Rating Range-based Prediction Method for Collaborative Filtering Systems (협력필터링 시스템을 위한 평가 등급 범위 기반의 예측방법)

  • Lee, Soo-Jung
    • The Journal of Korean Association of Computer Education
    • /
    • v.14 no.4
    • /
    • pp.63-70
    • /
    • 2011
  • Recommender systems, which predict and recommend items that may possibly draw users' interests, have been applied in various fields as e-commerce systems are widespread. Collaborative filtering, one of the major methodologies of recommender systems, recommends either items similar to those preferred by the user, or items preferred by the other similar user. Therefore, two problems determine its performance; one is correct estimation of similarity and the other is predicting the real rating of the recommended item. This study addresses the latter problem. Previous studies predict the real rating based on the mean of the ratings, but this study proposes a prediction based on the range of the ratings and investigates its performance through experiments. As a result, it is demonstrated that the proposed method improves the mean absolute error significantly, compared to the previous method.

  • PDF

Development of nutrition quotient for Korean preschoolers (NQ-P): Item selection and validation of factor structure (취학전아동 대상 영양지수 개발 : 평가항목 선정과 구성 타당도 검증)

  • Lee, Jung-Sug;Kang, Myung-Hee;Kwak, Tong-Kyung;Chung, Hae Rang;Kwon, Sehyug;Kim, Hye-Young;Hwang, Ji-Yun;Choi, Young-Sun
    • Journal of Nutrition and Health
    • /
    • v.49 no.5
    • /
    • pp.378-394
    • /
    • 2016
  • Purpose: Screening of preschool-age children for nutrition programs to improve dietary intake and behaviors requires cost-effective and easily administered validated assessment tools. The purpose of this study was to develop a parent/caregiver-administered instrument for measuring diet quality and behaviors of preschoolers as a nutrition quotient for preschoolers (NQ-P). Methods: Development of NQ-P was carried out in three steps: item generation, item reduction, and validation. The 24-h dietary record was selected as the gold standard reference tool. The 38 items of the NQ-P checklist were derived from a systematic literature review, expert in-depth interviews, statistical analysis of the fifth Korean National Health and Nutrition Examination Survey data, and national nutrition policies and recommendations. Self-administered questionnaires were delivered to parents who recorded 24-h dietary intakes of 100 responders aged 3~5 yr. Pearson's correlation was used to measure the level of agreement between questionnaires. Item reduction was performed, and 20 items were selected based on survey results, expert reviews, and priorities of national nutrition policy and recommendations. The 412 nationwide subjects sampled through daycare centers completed the 20-item checklist questionnaire. The construct validity of the NQ-P was assessed using confirmatory factor analysis, LISREL. Results: After analyses of exploratory factors, NQ-P items identified three dimensions of diet (balance, moderation, and environment). The three-factor structure accounted for 49.28% of the total variance. Standardized path coefficients were used as weights of the items. The NQ-P and three-factor scores of the subjects were calculated by the obtained weights of the questionnaire items. Conclusion: A food behavior checklist for preschoolers' NQ would be a useful and suitable instrument for evaluating nutrition adequacy and dietary quality of Korean preschoolers.

훈춘 토양 자원 평가와 개발이용

  • 류충걸
    • Proceedings of the Speleological Society Conference
    • /
    • 1992.07a
    • /
    • pp.42-42
    • /
    • 1992
  • 본 논문에서 훈춘 농업개발을 위하여 농업생산의 기본 자료인 토양자원에 대하여 평가하고 개발 이용에 대한 평가 방법은 여러 가지가 있지만 본 논문에서는 지수-등급법을 사용하여 훈춘시 토양자원의 등급을 확정했다. 지수 항목에서는 일반적으로 통용하는 항목 외에 적산온도, 토양생산성능을 증설했고 지수 설정에서는 부동한 항목에 대하여 부동한 지수를 주였다. 토양자원의 등급획분에서는 계산한 지수의 대소에 따라 4등 6급으로. 나누어 토양의 비옥성과 작물배치의 적합성을 종합적으로 개괄했고 토양 이용 방향에 대해 제시했다.(중략)

  • PDF

AHP를 이용한 항공교통문화 수준의 평가 연구

  • Lee, Gang-Seok
    • The Journal of Aerospace Industry
    • /
    • s.68
    • /
    • pp.64-79
    • /
    • 2006
  • 본 연구는 한국의 항공교통 문화수준을 가늠할 수 있는 지표를 개발하는 차원에서 항공교통문화지수를 도입하였으며 연구방법으로는 전문가의 설문을 통한 델파이기법과 AHP기법을 사용하여 항공사, 공항, 이용자의 영역별 항목별 가중치를 산정한 후 합산하여 항공교통문화지수를 산출하였다. 지수에 대한 평가는 위에서 언급한 세 분야의 세부항목을 설정하고 각 항목별 모니터링을 통하여 계량화하였다. 객관적이고 보편타당한 평가를 위해 국제민간 항공관련 기관에서 사용하는 기준을 중심으로 산출된 항공교통문화 지수를 통해 한국의 항공교통문화 수준을 판단하려는 시도가 이루어졌다.

  • PDF

Evaluation of Web Sites as Information Resources of Liraries (정보자원으로서의 웹사이트 평가에 관한 연구)

  • 황혜경;정영미
    • Proceedings of the Korean Society for Information Management Conference
    • /
    • 1999.08a
    • /
    • pp.95-98
    • /
    • 1999
  • 본 연구의 목적은 양질의 웹사이트를 선별하기 위한 평가 기준을 수립하고 평가 항목에 계량적인 평가 척도를 적용한 평가 모형을 제시하는 데 있다. 문헌연구 및 예비실험을 통해 보편적이고 객관적으로 적용될 수 있다고 판단된 평가 항목을 선정하여 내용, 디자인, 접근의 용이성 범주로 구분, 국내 웹사이트 평가실험에 사용하였다. 평가실험은 객관적 평가와 주관적 평가를 사용하였으며, 이를 토대로 산출된 각 품질 평가 지수에 근거하여 유용한 웹사이트를 선정하는 단계를 제시하였다.

  • PDF

Peer Review of Renewable Energy Dissemination Program (외부 동료평가를 적용한 신재생에너지 보급사업의 성과분석 연구)

  • Park, Joo-Young;Kim, Ji-Hyo;Heo, Eun-Nyeong
    • 한국신재생에너지학회:학술대회논문집
    • /
    • 2009.11a
    • /
    • pp.281-284
    • /
    • 2009
  • 본 연구의 주요 목적은 정부에서 추진하고 있는 신재생에너지 보급정책의 현재까지의 성과를 분석하고, 장애요인을 파악하여 개선방안을 제시하는 데에 있다. 따라서 보급정책의 하위 프로그램들의 정성적 평가를 위하여 미국 DOE(Department of Energy) 산하 EERE(Energy Efficiency and Renewable Energy)에서 제시하고 있는 Peer Review Guide(2004)를 따라 외부동료평가(Peer Review)를 사용하였다. 그러나, 미국 EERE에서 제시하고 있는 가이드를 한국에 곧바로 적용함에는 무리가 있기에, 하위프로그램들의 외부동료평가를 실시하기에 앞서서 외부동료평가 설문 평가속성 결정을 위해 전문가 설문을 한 차례 더 진행하였다. 첫 번째 전문가 설문에서는 투입요소의 적정성 (Quality), 생산성 (Productivity), 성취도 (Accomplishments), 연계성(Relevance), 관리 (Management), 전체적 평가 (Overall Assesment) 항목 중 어떠한 항목을 선택해야 하는지, 국문 번역이 적절한지 등을 살펴보았다. 두 번째 설문에서는 이렇게 해서 선정된 항목을 바탕으로 각 프로그램 별로 Peer Review Guide에서 제시한 외부동료평가를 시행할 예정이다.

  • PDF

A Study on Developing the Evaluation Indicators for Academic Libraries (대학도서관 평가지표 개발 연구)

  • Kwak, Chul-Wan;Kwack, Dong-Chul;Noh, Dong-Jo;Noh, Young-Hee
    • Journal of the Korean Society for Library and Information Science
    • /
    • v.42 no.2
    • /
    • pp.147-170
    • /
    • 2008
  • Evaluation of an academic library is a key to its success. Library and Information Policy Bureau of the President of the Republic of Korea conducted a trial evaluation on academic libraries with a university evaluation index developed by KERIS in 2005. The committee decided to review its feasibility based on the feedbacks from the academic libraries after the trial. This study aims to address the indexing issues appeared during the trial and suggest a new evaluation index tailored to academic libraries. First, the evaluation field is condensed from 7 to 6 as "financing" and "infrastructure" are integrated into "budget and infrastructure." Secondly, both "user charter" and "planning" are removed from the "library management" field category. and "library self-assessment" is added instead. In "information resource" field, "non-books and etc." is added. Third, evaluation categories for "budget and infrastructure" field are altered to budget-related items and library equipment. Forth, "collection turnover rate" category is incorporated into "collection usage" in "information usage" field, and "library use rate" in "information service" field is moved to "information resource" field and renamed as "use rate."

Development of Questionnaire for Automobile Seat Comfort Evaluation (자동차 시트의 안락도 평가를 위한 문항개발에 관한 연구)

  • Kim, Jung-A;Na, Ho-Jun;Cho, Dong-Hwan;Shin, Yun-Ho;Park, Se-Jin;Kim, Jin-Ho
    • Science of Emotion and Sensibility
    • /
    • v.13 no.2
    • /
    • pp.381-390
    • /
    • 2010
  • The automotive seat comfort evaluation was to begin a key aspect in seat design. It depended largely on the basic mechanical aspect such as geometric parameters of seat, choice of suspension system and cushion material used. Until recently, seat comfort evaluation advanced to evaluate subjective sensitivity of human. The external literatures showed in the last decade, there have been very few attempts to establish and document automotive seat comfort evaluation. In 2006 Smith, D. proposed the statistically reliable tool in giving a numeric rating for set comfort and the tool was used in the many country. On the other hands, we, in Korea, had not the reliable tool for the automotive seat comfort evaluation. So that, we studied to develope the questionnaire for seat comfort evaluation based on Smith, D.(2006) and some studies. As a result, we developed 36 contents for the automotive seat comfort evaluation with the help of professional in Korean automotive industry. Here, 36 contents were identified as the dimensions that represent the human sensitivity and psychological feeling on comfortable seat. Also, we derived the priorities for the 36 contents by using analytic hierarchy process (AHP), based on the judgments of 30 experts and drivers. This study will help the designers and developers clarify the conceptual and abstract aspect of the design evaluation by proposing a more systematic and process-oriented method.

  • PDF

A Study on the Selection of Evaluation Index for Private-Initiated Park Development Project Using FGI (Focus Group Interview) (FGI를 활용한 민간공원 특례사업 평가항목 선정 연구)

  • Kim, Jong-Ho;Kim, Gun-Woo
    • Journal of the Korean Institute of Landscape Architecture
    • /
    • v.50 no.6
    • /
    • pp.70-83
    • /
    • 2022
  • This study aims to select evaluation items that can be used in planning park creation to evaluate the proposal to solve the environmental and social problems in promoting private-initiated park development projects. To this end, evaluation items that can consider various aspects of the development project were selected, and the indicators' validity and appropriateness were carried out through an expert Focus Group Interview (FGI). Firstly, an expert FGI was performed for six major categories and 50 evaluation items derived from literature reviews and brainstorming. As a result, five major and 27 middle category items were selected. Based on the derived major and middle classification items, 95 detailed items were selected. Secondly, 55 sub-items were derived through a suitability questionnaire. As a result of the suitability survey, the average scores of the subcategories for the major categories of natural environment, function of parks, and use of land were relatively high. The average scores for environmental index items such as ecology/vegetation, topography and slope, landscape, park service, wildlife, wide-area ecosystem, and park items were high in the middle classification. The average score of indicators in the natural environment was relatively high, and the average score in the function of parks also soared. In the environmental impact assessment, the occurrence of plan change issues, including the reappraisal of the location, led to unclear detailed evaluation factors for the faithfulness of the plan and the appropriateness of the plan direction. This study is significant in that it is a study on the selection of evaluation items that can minimize the problem of plan alteration and achieve objective evaluation when promoting development projects. This study could be used to forward development projects in the future and evaluate long-term unexecuted urban parks.

Applying Rasch Analysis for Validation of School Function Assessment (학교기능평가(School Function Assessment)도구의 구성타당도 검증을 위한 라쉬분석의 적용)

  • Park, Kyoung-Young
    • The Journal of the Korea Contents Association
    • /
    • v.14 no.3
    • /
    • pp.269-276
    • /
    • 2014
  • The purpose of this study is to investigate validation of the School Function Assessment(SFA) for Korean Version using Rasch analysis. The subjects were recruited 98 students with disabilities in Seoul, Kyoung-Ki, Chung-cheung. The data were analysed using Rasch analysis to investigate unidimensionality and rating scale model. The 4 items out of SFA Part II were found to be misfts. The 18 items out of physical tasks, the 14 items out of cognitive/behavioral tasks in Part III were found to be misfit. All rating scale in SFA was appropriate. Further studies are needed to investigate validity and criterion cut-off score for many students with disabilities.