• 제목/요약/키워드: completion rate

검색결과 485건 처리시간 0.022초

규칙 기반 분류 기법을 활용한 도로교량 안전등급 추정 모델 개발 (Developing an Estimation Model for Safety Rating of Road Bridges Using Rule-based Classification Method)

  • 정세환;임소람;지석호
    • 한국BIM학회 논문집
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    • 제6권2호
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    • pp.29-38
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    • 2016
  • Road bridges are deteriorating gradually, and it is forecasted that the number of road bridges aging over 30 years will increase by more than 3 times of the current number. To maintain road bridges in a safe condition, current safety conditions of the bridges must be estimated for repair or reinforcement. However, budget and professional manpower required to perform in-depth inspections of road bridges are limited. This study proposes an estimation model for safety rating of road bridges by analyzing the data from Facility Management System (FMS) and Yearbook of Road Bridges and Tunnel. These data include basic specifications, year of completion, traffic, safety rating, and others. The distribution of safety rating was imbalanced, indicating 91% of road bridges have safety ratings of A or B. To improve classification performance, five safety ratings were integrated into two classes of G (good, A and B) and P (poor ratings under C). This rearrangement was set because facilities with ratings under C are required to be repaired or reinforced to recover their original functionality. 70% of the original data were used as training data, while the other 30% were used for validation. Data of class P in the training data were oversampled by 3 times, and Repeated Incremental Pruning to Produce Error Reduction (RIPPER) algorithm was used to develop the estimation model. The results of estimation model showed overall accuracy of 84.8%, true positive rate of 67.3%, and 29 classification rule. Year of completion was identified as the most critical factor on affecting lower safety ratings of bridges.

Return to Work and Its Relation to Financial Distress among Iranian Cancer Survivors

  • Ghasempour, Mostafa;Rahmani, Azad;Davoodi, Arefeh;Sheikhalipour, Zahra;Ziaeei, Jamal Evazie;Abri, Fariba
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권6호
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    • pp.2257-2261
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    • 2015
  • Background: Return to work after treatment completion is important for both cancer survivors and society. Financial distress is one of the factors that may influence the return to work in cancer survivors. However, this relationship has not been well investigated. This study aimed to determine the rate of return to work and its relation to financial distress among Iranian cancer survivors. Materials and Methods: This descriptive-correlational study was undertaken among 165 cancer survivors who completed their initial treatments and had no signs of active cancer. The Return to Work questionnaire and Financial Distress/Financial Well-Being Scale were used for data collection. Data were analyzed using SPSS statistical software. Results: After initial treatments, 120 cancer survivors (72%) had returned to work, of which 50 patients (42%) had returned to full-time work and 70 (58%) reduced their work hours and returned to part-time work. Cancer survivors also reported high levels of financial distress. In addition, the financial distress was lower among patients who had returned completely to work, in comparison to patients who had quit working for cancer-related reasons (p= 0.001) or returned to work as part-time workers (p=0.001). Conclusions: The findings showed that a high percent of Iranian cancer survivors had not returned to their jobs or considerably reduced working hours after treatment completion. Accordingly, due to high levels of financial distress experienced by participants and its relation to return to work, designing rehabilitation programs to facilitate cancer survivor return to work should be considered.

K-MOOC 학습자의 학습행태 분석 및 서비스 방향성 연구 (The Learning Behavior of K-MOOC Learners and K-MOOC Service Recommendations)

  • 안준후;이지연
    • 정보관리학회지
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    • 제37권3호
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    • pp.221-252
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    • 2020
  • MOOC 서비스의 플랫폼을 이어받아 국내에서 2015년부터 서비스를 개시한 한국형 온라인 공개강좌(Korea-Massive Open Online Course, K-MOOC)는 지난해까지 서비스의 양적인 성장에 주력하여 강좌 수와 수강자 수의 확보에 집중하였던 반면, 2020년부터는 새로운 강좌 커리큘럼과 묶음강좌의 개발, 서비스 제공기관의 확대를 통한 폭넓은 주제 분야의 강좌 제공 등 서비스의 질적인 성장을 도모하기 위해 다양한 시도를 진행하고 있다. 설문의 분석 결과를 바탕으로 K-MOOC 서비스의 방향성을 교수자와 강좌 관리자, 서비스 플랫폼 개발자의 측면에서 다음과 같이 제안하였다. 첫째, 강좌를 제공하는 교수자는 다양한 주제분야의 강좌를 제공하기 위해 강좌개발 전략을 구상하여야 한다. 둘째, 강좌를 제공하는 교수자와 K-MOOC 학습을 지원하는 관리자는 전공학습지원 수강동기를 가진 학습자들이 강좌 내 콘텐츠에 적극적으로 참여할 수 있도록 지원해야 한다. 셋째, K-MOOC 플랫폼 개발자는 좀 더 학습자의 학습 편의성을 높일 수 있는 방향으로 현재의 시스템을 개선해야 한다.

광대역 액세스 망을 위한 병렬형 연동 모델의 제안 (A Proposal of Parallel Interworking Model for Broadband Access Network)

  • 김춘희;차영욱;한기준
    • 한국멀티미디어학회논문지
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    • 제4권5호
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    • pp.455-464
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    • 2001
  • 미래의 멀티미디어 서비스들을 가입자망에서 수용하기 위한 중요한 이슈 중의 하나는 액세스 망을 구축하는 것이다. 액세스 망과 서비스 노드 사이의 VB5.2 인터페이스는 ATM 자원의 동적인 할당 및 해제 기능을 수행한다. ITU-T의 SG 13에서는 VB5.2 인터페이스에 대하여 서비스 노드에서 신호 프로토콜들과 순차적으로 연동하는 B-BCC 프로토콜을 표준화하고 있다. 본 논문에서는 순차형 연동 모델의 연결 설정 지연을 최소화하기 위하여 VB5.2 연결 제어 프로토콜과 신호 프로토콜들이 병렬로 진행할 수 있는 병렬형 연동 모델을 제안하였으며, 연결 설정 지연과 완료비 면에서 순차형 연동 모델과 병렬형 연동 모델에 대한 시뮬레이션을 수행하였다. 시뮬레이션 결과 두 모델의 연결 설정 완료비는 거의 일치하였으며, 연결 설정 지연 면에 있어서는 병렬형 연동 모델에서의 지연이 순차형 연동 모델의 약 7/10로 개선되었음을 알 수 있었다.

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처리깊이에 따른 학습단어의 반복제시가 단어완성검사와 단서 회상검사에 미치는 효과 (The Repetition Effects of LDP Stimulus Words on Word Completion Tasl and Cued-Recall Task)

  • 김미라;이만영
    • 인지과학
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    • 제7권3호
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    • pp.115-134
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    • 1996
  • 외현기억은 의도적 인출을 의미하고 암묵기억은 비의도적 인출을 의미하며 다양한 변인하에서 외현기억과 암묵기억이 상이한 인출형태가 보이는 것을 기억해리현상이라 한다.본 연구에서는 기억해리현상을 설명하는 처리이론중 이중처리이론의 기본 가정을 수용하여 실험을 실시하였다.처리깊이에 따른 학습을 실시하면,지각 처리과제의 경우는 단어표상의 활성화가 이루어지며 이는 접속가능성의 증가로 나타나고,의미처리과제의 경우는 목표단어표상 및 관련단어의 표상이 활성화되고 이는 인출가능성의 증가로 나타난다.학습단계에서는 의미처리과제와 지각처리과제를 반복해서 제시하여 접속가능성과 인출가능성의 증가를 조작하였고,검사단계에서는 인출 지시문 종류에 따른 암묵 기억검사와 외현기억검사를 실시하였다.실험결과는 다음과같다. 지각처리과제의 반복은 암묵기억검사와 파지수준에는 영향을 주지만 외현기억검사의 파지수준에는 효과를 미치지 못했고,의미처리 과제의 반복은 암묵기억검사와 외현기억검사 파지 수준 모두에 영향을 미쳤다.실험결과를 종합하여 보면,처리깊이에 다른 학습 단어 반복제시의 기억 해리효과는 이중처리이론의 설명틀이 적절하다고 결론지울수 있다.

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타이치 운동교실 참여 후 골관절염 여성환자의 통증, 체력, 신체기능 및 우울의 변화 (Pre-post Comparisons on Physical Symptoms, Balance, Muscle Strength, Physical Functioning, and Depression in Women with Osteoarthritis after 12-week Tai Chi Exercise)

  • 송라윤;이은옥;이인옥
    • 근관절건강학회지
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    • 제9권1호
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    • pp.28-39
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    • 2002
  • Objective. The 12 forms of Sun-style Tai Chi exercise has been developed specifically for arthritis patients in order to reduce their symptoms and to improve physical functioning. This quasi-experimental study examined the changes in pain, balance, muscle strength and physical functioning in women with osteoarthritis at the completion of the 12 week Tai Chi exercise program. Methods. The patients with osteoarthritis who signed the consent form were screened by their primary physician according to the inclusion criteria and invited to the study. Total of 66 osteoarthritis women with an average age of 63 years were participated in the Tai Chi exercise. At the completion of 12 weeks, 34 patients completed both pretest and posttest measures with 48% of overall dropout rate. Outcome measures were physical symptoms, balance, muscle strength, physical functioning, and depression. Paired t-test was utilized to examine differences between pre and post-measures. Results. After participating in the Tai Chi exercise program, the women with osteoarthritis showed significant improvements in their physical fitness measures, and consequently in their physical functioning. In physical fitness test, there were significant improvements in balance, flexibility, muscle strengths of knee, grip, and back muscles after the Tai Chi exercise. However, No significant differences were found in pain and stiffness of their knee joints and depression measure. Conclusion. The 12 forms of Tai Chi exercise has been found safely applicable to the older women with osteoarthritis for 12 weeks, and effective in improving balance, flexibility, and muscle strengths, and consequently lessening difficulties of performing their activities of daily life.

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농지이용증진사업의 경제효과분석 (Analysis of Economic Effects of the Land Utilization and Promotion Projects(In the Case of Sinseok Area, Dangjin Districts in Chungnam Province))

  • 박재근;임재환
    • 농업과학연구
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    • 제25권2호
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    • pp.293-309
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    • 1998
  • This study is aimed at identifying the decision making criteria as B/C ratio, IRR and NPV based on the expected benefits and costs of the land utilization and promotion projects which have implemented to improve agricultural structure under WTO system. To carry out the objectives of the study, Sinseok project area located at Dangjin district, Chungnam province was selected. Sinseok project area has 306.2 ha of paddy area with 172 farm households. The project area will be operated by the 33 specialized farm households after completion of the project which will have 20 years of economic life. After completion of the project, farm size will be increased from 1.8ha to 9.3ha. Land intensity of the project area will be increased by 10%. Increase of land productivity and cost saving due to the labor saving technology as farm mechanization will be expected. According to the survey results, the annual amount of production cost savings per farm was estimated 3.884million won and increased total farm income was expected about 43.8million won per year. The total expexted project benefits was expected 174million won per year. The project costs to promote land utilization and structural change consisted of handling charges, and direct payment for land movility. The decision making criteria representing economic feasibility of the project such as B/C ratio, NPV and IRR were estimated 2.49, 483million won and 30% respectively when the cut-off rate was taken into account 10%. In conclusion, the land utilization and promotion project proppeled by the Korean Government under the agricultural land law is considered economically feasible from the view points of expected project benefits and costs. Accordingly the project have to be implemented more strongly under the G't financial support considering WTO and UR negociation which were aimed at achieving the free trade and improvement of international competitiveness of farm products.

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경부고속철도 콘크리트궤도 토공 및 원지반 침하 (II) (Settlement of Embankment and Foundation for Concrete Track of Gyungbu High Speed Railroad (II))

  • 김대상;박성용;신민호;이현정;김현기
    • 한국철도학회논문집
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    • 제10권5호
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    • pp.457-462
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    • 2007
  • 콘크리트궤도는 최근 국내에 활발히 적용되고 있다. 콘크리트궤도는 유지보수 비용 저감을 꽤할 수 있다는 장점이 있으나, 콘크리트궤도 구축 후 토공에서 발생할 수 있는 침하를 허용범위 이내로 관리하는 것은 쉽지 않다. 따라서 궤도 공사 이전에 토공 침하를 측정하고 평가하는 것은 매우 중요하다. 원지반과 성토체에서의 침하 거동을 평가하기 위하여 1개의 원지반 침하판, 1개의 하부노반 침하판, 5개의 지표침하핀을 설치하여 성토 완료 후 1년 이상 동안 계측을 수행하였다. 시험개소의 경우 원지반 침하는 시공 중에 완료된 것으로 평가되었다. 그러나 성토체 침하는 성토 완료 후에도 지속적으로 발생하고 있으며, 침하 속도는 점진적으로 감소되는 것을 확인할 수 있었다. 본 논문에서는 침하급증 원인을 분석하여 강우가 침하 급증의 주요원인 중의 하나인 것을 확인하였다.

Ecological Momentary Assessment Using Smartphone-Based Mobile Application for Affect and Stress Assessment

  • Yang, Yong Sook;Ryu, Gi Wook;Han, Insu;Oh, Seojin;Choi, Mona
    • Healthcare Informatics Research
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    • 제24권4호
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    • pp.381-386
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    • 2018
  • Objectives: This study aimed to describe the process of utilizing a mobile application for ecological momentary assessment (EMA) to collect data on stress and mood in daily life setting. Methods: A mobile application for the Android operating system was developed and installed with a set of questions regarding momentary mood and stress into a smartphone of a participant. The application sets alarms at semi-random intervals in 60-minute blocks, four times a day for 7 days. After obtaining all momentary affect and stress, the questions to assess the usability of the mobile EMA application were also administered. Results: The data were collected from 97 police officers working in Gyeonggi Province of South Korea. The mean completion rate was 60.0% ranging from 3.5% to 100%. The means of positive and negative affect were 18.34 of 28 and 19.09 of 63. The mean stress was 17.92 of 40. Participants responded that the mobile application correctly measured their affect ($4.34{\pm}0.83$) and stress ($4.48{\pm}0.62$) of 5-point Likert scale. Conclusions: Our study investigated the process of utilizing a mobile application to assess momentary affect and stress at repeated times. We found challenges regarding adherence to the research protocol, such as completion and delay of answering after alarm notification. Despite this inherent issue of adherence to the research protocol, the EMA still has advantages of reducing recall bias and assessing the actual moment of interest at multiple time points that improves ecological validity.

공공도서관의 독서마라톤 대회 운영 현황 비교 연구 (A Comparative Study on the Operational Status of the Reading Marathon Competition in Public Libraries)

  • 임성관
    • 한국문헌정보학회지
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    • 제56권2호
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    • pp.109-132
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    • 2022
  • 본 연구는 공공도서관에서 운영 되었던 독서마라톤 대회의 현황을 비교 분석하여 성과 향상을 위한 과제를 탐색하고, 더불어 향후 이 대회를 적용할 곳들을 위한 가이드라인을 제공하는데 목적이 있었다. 따라서 연구 목적 달성을 위해 코로나-19 팬데믹 이전부터 2021년까지 독서마라톤 대회를 운영한 공공도서관 다섯 곳의 현황을 수집하여 그 내용들을 비교 분석하였다. 그 결과 다섯 곳의 공공도서관이 독서마라톤 대회를 운영한 평균 기간은 10년이었고, 한 해 동안 대회 기간은 평균 5.87개월이었다. 또한 완주 비율이 가장 높은 대상은 아동이었으며, 완주에 대한 보상으로는 증서를 발급하고 대출권수를 상향시켜 주는 경우가 가장 많았다. 그러나 대회 담당자들은 신청자 확보 및 증대, 도달한 거리 산정 등에 대한 어려움을 호소하고 있어, 분석한 내용을 바탕으로 독서마라톤 대회 성과 향상을 위한 개선 과제를 도출하고 그에 대한 해결 방안도 제언하였다.