• 제목/요약/키워드: Autonomous Subject

검색결과 93건 처리시간 0.023초

VANET 환경에서 자율적 자가추정(Self-Estimation) 통행시간정보 산출기법 개발 (Autonomous Self-Estimation of Vehicle Travel Times in VANET Environment)

  • 임희섭;오철;강경표
    • 대한교통학회지
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    • 제28권4호
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    • pp.107-118
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    • 2010
  • 본 연구에서는 VANET환경을 기반으로 하여 통행시간정보를 자율적으로 자가추정하는 기법을 제안하였다. 최근 무선통신기술은 주행 중인 차량들 간의 통신이 가능한 수준으로 발전되었다. 교통분야에서는 무선통신 기술을 기반으로 하여 자료를 수집하고 정보를 생성하는 연구가 활발히 진행되고 있다. 본 연구에서는 개별차량(Agent)을 기반으로 하여 자차(Subject Vehicle)에서 필요한 자료를 수집하고, 정보를 생성하는 시스템을 구상하였다. 개별차량 내에서 운전자에게 정보제공을 하기 위해 수행되는 과정을 자료수집, 정보생성, 정보제공 단계로 구분하였으며, 각 단계에서의 자료처리 과정을 제시하였다. 본 연구에서 제안한 통행시간 산출 방법론은 자차에서 수집된 자료를 이용하는 방법과 선행차량에서 수집된 자료를 이용하는 방법으로 구분되며, 두 방법론을 이용하여 추정한 통행시간을 통합하여 현장에 적용시 보다 정확한 정보를 제공할 수 있는 방법론을 제시하였다. 개별차량(Agent)기반 정보생성 방법론은 운전자가 필요로 하는 정보의 생성 및 제공을 개별적으로 수행하기 때문에 보다 운전자 중심적인 접근이 가능하다. 또한, 교통관제센터, RSE를 이용한 방법론 보다 정보의 생성 및 갱신이 자유롭기 때문에 교통상황의 급격한 변화에 대응하기 수월할 것으로 판단된다. 본 연구에서 제시한 자율적 자가추정 통행시간 산출방법론은 도래하는 유비쿼터스 교통시스템에서 보다 정확하고 교통상황의 변화에 신속한 대처가 가능한 통행시간 추정기법으로 활용 가능할 것으로 판단된다.

Prediction of Student's Interest on Sports for Classification using Bi-Directional Long Short Term Memory Model

  • Ahamed, A. Basheer;Surputheen, M. Mohamed
    • International Journal of Computer Science & Network Security
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    • 제22권10호
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    • pp.246-256
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    • 2022
  • Recently, parents and teachers consider physical education as a minor subject for students in elementary and secondary schools. Physical education performance has become increasingly significant as parents and schools pay more attention to physical schooling. The sports mining with distribution analysis model considers different factors, including the games, comments, conversations, and connection made on numerous sports interests. Using different machine learning/deep learning approach, children's athletic and academic interests can be tracked over the course of their academic lives. There have been a number of studies that have focused on predicting the success of students in higher education. Sports interest prediction research at the secondary level is uncommon, but the secondary level is often used as a benchmark to describe students' educational development at higher levels. An Automated Student Interest Prediction on Sports Mining using DL Based Bi-directional Long Short-Term Memory model (BiLSTM) is presented in this article. Pre-processing of data, interest classification, and parameter tweaking are all the essential operations of the proposed model. Initially, data augmentation is used to expand the dataset's size. Secondly, a BiLSTM model is used to predict and classify user interests. Adagrad optimizer is employed for hyperparameter optimization. In order to test the model's performance, a dataset is used and the results are analysed using precision, recall, accuracy and F-measure. The proposed model achieved 95% accuracy on 400th instances, where the existing techniques achieved 93.20% accuracy for the same. The proposed model achieved 95% of accuracy and precision for 60%-40% data, where the existing models achieved 93% for accuracy and precision.

표상의 존재론적 문제 (Ontological Problems of Representation)

  • 소홍렬
    • 인지과학
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    • 제2권1호
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    • pp.1-12
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    • 1990
  • 심리적 표상은 표상의 주체라고 할 마음의 존재문제와 표상되는 세계의존재 문제 를 제기한다. '명제태도' 라는 언어적 표상은 그것의 주어가 지칭하는는 마음의 존재를 문제 삼게할뿐 아니라 그러한 명제적 표상의 대상세계라고 할 명재적 사실의 존재문제 도 생기게 한다. 심리적 표상을 심리적 사건으로 간주할 때 그 사건의 뒤상이 문제된다. 어떤 다른 사건과 인과관계를 갖는지가 문제된다. 특히 신경과학적 사건과의 관게를 규명하는 문제가 중요하다. 심리적 표상은 이론적 대상의 세계고 간주될 수 있다. 그것은 신경과학의 발달 과정을 통하여 점차 해명될 수 있는 이론적 대상세계이다. 따라서 그것의 실재성도 과학의 발전에 의존하여 그 의미를 구체화할 수 있을 것이다. 철학이 제기하는 이러한 존재론적 문제들은 인지과학의 발전과 더불어 점차적으로 제조명될 성질의 것이다.

전방향 주변 차량의 확률적 거동 예측을 이용한 모델 예측 제어 기법 기반 자율주행자동차 조향 제어 (MPC based Steering Control using a Probabilistic Prediction of Surrounding Vehicles for Automated Driving)

  • 이준영;이경수
    • 제어로봇시스템학회논문지
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    • 제21권3호
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    • pp.199-209
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    • 2015
  • This paper presents a model predictive control (MPC) approach to control the steering angle in an autonomous vehicle. In designing a highly automated driving control algorithm, one of the research issues is to cope with probable risky situations for enhancement of safety. While human drivers maneuver the vehicle, they determine the appropriate steering angle and acceleration based on the predictable trajectories of surrounding vehicles. Likewise, it is required that the automated driving control algorithm should determine the desired steering angle and acceleration with the consideration of not only the current states of surrounding vehicles but also their predictable behaviors. Then, in order to guarantee safety to the possible change of traffic situation surrounding the subject vehicle during a finite time-horizon, we define a safe driving envelope with the consideration of probable risky behaviors among the predicted probable behaviors of surrounding vehicles over a finite prediction horizon. For the control of the vehicle while satisfying the safe driving envelope and system constraints over a finite prediction horizon, a MPC approach is used in this research. At each time step, MPC based controller computes the desired steering angle to keep the subject vehicle in the safe driving envelope over a finite prediction horizon. Simulation and experimental tests show the effectiveness of the proposed algorithm.

YouTube 내의 치과 관련 한국어 컨텐츠 현황 분석 및 활용 방안 (Analysis of the dentistry-related contents uploaded on YouTube Korea)

  • 조재현;권혁준;정서연;허경석;정일영;서정택
    • 대한치과의사협회지
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    • 제57권12호
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    • pp.728-735
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    • 2019
  • Objective: Previous studies suggested the potential influence of YouTube videos regarding dentistry on the mass population. However, there was not any clear investigation for Korean population. We aimed to systemically analyze the type of the dentistry-related videos uploaded on YouTube Korea and the accounts used for uploading, and to assess their effect on the view count of the content. Methods: Classification, type of the accounts, and view count of the videos listed by the keyword 'dentistry' were analyzed, which were uploaded on YouTube Korea platform from September 2017 to April 2019. Kruskal-Wallis test with post hoc analysis was used to assess the effect of the classification of the videos and the type of accounts on the view count. Results: 1.026 videos were enrolled to the analysis. Primary classification of the videos was information/education, advertisement, life, news, child contents, autonomous sensory meridian response, broadcast, cartoon/game, humor, and music. Secondary classification of the videos was dental experience, advertisement, role-playing, information/education., humor, cartoon/game, child contents, life, and broadcast. Type of the accounts was dentistry associates, general public, media company, and government office (sorted by frequency). Subject of the most videos (93.6%) was general public. There was statistically significance in the view count of the videos according to the primary and secondary classifications, the account used for uploading, and target subject of the videos. Conclusion: Dentists and their associates should recognize the importance of YouTube platform and try to monitor and intervene the dentistry-related contents, considering its huge impact on the general public.

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의원 외래환자의 약품비 변화 관련요인: 처방총액 절감 인센티브제도와 DUR 제도 시행 전후를 중심으로 (Factors associated with changes in pharmaceutical expenditures of outpatient care in clinic setting : Focusing on the incentive scheme to reduce total prescribed drug expenditure and the drug utilization review system)

  • 이명현;정우진;조은;김노을;이선미
    • 보건행정학회지
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    • 제22권4호
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    • pp.561-578
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    • 2012
  • This study was performed in order to compare a change in pharmaceutical expenditures per outpatient of clinic and to analyze factors relevant to a systems as part of evaluating policies for the incentive scheme to reduce total prescribed drug expenditure and for the drug utilization review system("DUR system" hereafter). For this, it had finally analytical subjects as 21,320 clinics nationwide without a change in location, clinics symbol and signed subject during both terms of the first half of 2010 and the first half of 2011. As a result, the odds ratio with reduction in pharmaceutical expenditures of clinic was statistically higher significantly in the shorter year number of opening clinic, in the larger number of doctors, when the classification of establishment is other, not individual, and when the signed subject is surgical division. Also, the odds ratio was significantly higher in the less patient number of clinic and in the lower ratio of patients aged over 65. Finally, the odds ratio was significantly high when a clinic had been located in DUR system demonstrative project area. Through this, a case of policy for improvement in doctor's autonomous prescription behavior like DUR system can be known to be effective for reduction in pharmaceutical expenditures. A future research on evaluation of policy for pharmaceutical expenditure management system will need to be performed in-depth analysis in consideration of diverse characteristics on the participatory entities.

러시아의 정치 엘리트 충원 방식과 연방제 구조의 성격 (A Study on the Supplement of Political Elite and the Characteristics of Federalism Structure in Russia : focusing on the Comparison with B.Yeltsin and V.Putin)

  • 이영형
    • 국제지역연구
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    • 제14권3호
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    • pp.502-523
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    • 2010
  • 연방제는 중앙과 지방 사이에 권한이 적절히 분배되는 주권공유 원칙이 적용되는 정치 체제를 말한다. 연방제는 국가의 통일성을 유지하면서도, 지역간 차이를 고려하여 균등한 발전을 기하고, 인종 또는 지역간 차별성과 문화적 다양성을 조화시키려는 목적을 갖고 있다. 연방제 목적은 연방 구성 주체가 자신의 정치 엘리트를 충원하는 방식이 자율성을 지니고, 선택된 정치 엘리트들이 중앙으로부터 독립된 정책을 수행할 수 있을 때 보다 자유롭게 실현된다. 옐친에서 푸틴에 이르는 기간 동안 중앙 및 지방의 정치 엘리트 충원 방식이 중앙 정부의 정치적 목적에 따라 수정되면서, 러시아 연방제의 성격이 변화되었다. 임명되어진 정치 엘리트들이 지역의 이익에 기초된 정책 수행을 강행할 수 없게 되었다. 이러한 현상은 연방제의 고유한 의미를 퇴색시킬 수밖에 없다. 중앙 정부에 의해 임명된 지방의 정치 엘리트들이 지방의 이익이 아니라, 중앙 정부의 이익에 기초된 지방자치로 무게 중심을 이동시키기 때문이다. 본 논고는 러시아의 대통령 및 양원의 국회의원, 주지사 및 지방의회 의원들이 어떻게 충원되고 있으며, 이러한 충원 방식이 러시아 연방제의 성격을 어떻게 변화시키고 있는가의 문제를 다룬다.

중국 연변지역 마을 "향촌진흥전략" 정책의 실행 - 『연변일보』 기사를 중심으로 - (A Study on the Enforcement of The Rural Revitalization Strategy of Villages in Yanbian, China)

  • 김창걸;김왕직
    • 건축역사연구
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    • 제29권3호
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    • pp.15-24
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    • 2020
  • As China enters the 21st century, China is strengthening its position as a world power in an international position. However, there are still problems with Three Agricultural(Agricultural, Rural, Farmer) and unbalanced urban and rural villages. China, as one of the largest and most populous nations, values the development of three farms. Strategies such as "The Construction Of New Socialist Countryside" were a policy to solve rural problems, But they were not enough to achieve breakthrough results. In order to achieve more effective results, the Central Committee of THE STATE COUNCIL proposed The Document No.1 of "Opinion on the Implementation of The Rural Revitalization Strategy" in February 4, 2018 and published "The Rural Revitalization Strategy (2018-2022 )". The Yanbian region, which is the subject of this study, is the home of Korean-Chinese tribes and the Korean autonomous region. As a minority of Chinese ethnic minorities, the Korean-Chinese has their own unique culture, and Yanbian has distinct regional characteristics. As The Rural Revitalization Strategy was raised, Villages is showing positive change in accordance with policy implementation in Yanbian. This study analyzed the current status of policy implementation of The Rural Revitalization Strategy in Yanbian area and analyzed the policy contents and performances based on the of Yanbian Daily News. Based on the results of the analysis, I would like to help in suggesting a more rational development direction and building the villages.

금융기관의 반응 및 가계자산 포트폴리오를 고려한 특별예금보험료의 가계 손실분담구조 (Special Surcharge on Deposits, Reaction of Financial Institutions, and Household Burden Structure)

  • 강동수;성태윤
    • KDI Journal of Economic Policy
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    • 제25권1호
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    • pp.3-54
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    • 2003
  • 본 연구는 공적자금상환을 위해 도입된 특별예금보험료 부과의 함의를 분석한다. 금융기관은 특별예금보험료를 추가적인 비용으로 인식하여 그 비용의 일부를 금융소비자에게 전가하려는 행위를 보일 것으로 예상된다. 계량분석 결과 금융기관은 금리에 민감하게 반응하는 대출보다는 예금으로 비용의 전가를 시도할 것으로 추정되었다. 그리고 부보대상예금의 상대적 비중이 고자산계층보다 저자산계층에서 높다는 가계자산 포트폴리오의 특징으로 인해 특별예금보험료 부과는 저자산계층에게 보유자산에 대비하여 상대적으로 높은 손실분담구조가 될 수 있음을 시사한다.

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수학 올림피아드 참가자에 대한 환경요인의 영향에 관한 연구

  • 조석희;이정호;이진숙
    • 영재교육연구
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    • 제7권2호
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    • pp.19-45
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    • 1997
  • Twenty-three of International Math Olympians raised in Korea were served as the subjects to answer the following questions: (1) What family and school factors contribute to the development of the math talent of the Olympians\ulcorner (2) What impacts have the Olympiad program on the mathematically talented students\ulcorner By means of questionnaire survey and in-depth interview, the related data were collected. The questionnaires were developed by James Campbell for cross-cultural studies. The major findings were as follows: (1) the olympians were mostly 1st-born child and were "discovered" in an early age; (2) most olympians ranked highly in the class; (3) the SES of the Olympians' family were varied, though the majority were high; (4) the Olympians' family support and learning environment were reported strong and positive; (5) the Olympiad experiences were, in general, positive to the subjects, especially in learning attitude toward math and science, self-esteem and in autonomous learning and creative problem solving; (6) there were almost none special program designed for the Olympians during their school years; (7) the degree of computer literacy were varied according to the subject's personal interest and the accessibility to the computer; (8) most Olympians had not yet showed special achievement other than math as there were still students; (9) the Olympians were individuals with unique characteristics.teristics.

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