• 제목/요약/키워드: Big Five

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Introducing Smart Learning Framework in the Digital World: Towards the Enhancement of Technology-Driven Innovation of Arabic Smart Learning

  • Alkhammash, Eman H.
    • International Journal of Computer Science & Network Security
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    • 제22권11호
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    • pp.331-337
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    • 2022
  • Smart learning is augmented with digital, context-aware, and adaptable technologies to encourage students to learn better and faster. To ensure that digital learning is successful and that implementation is efficient, it is critical that the dimensions of digital learning are arranged correctly and that interactions between the various elements are merged in an efficient and optimal manner. This paper builds and discusses a basic framework for smart learning in the digital age, aimed to improve students' abilities and performance in learning. The proposed framework consists of five dimensions: Teacher, Technology, Learner, Digital content, and Evaluation. The Teacher and Learner dimensions operate on two levels: (a) an abstract level to fit in knowledge and skills or interpersonal characteristics and (b) a concrete level in the form of digital devices used by teachers and learners. Moreover, this paper proposes asynchronous online course delivery model. An Arabic smart learning platform has been developed, based on these smart learning core dimensions and the asynchronous online course delivery model, because despite the official status of this language in many countries, there is a lack of Arabic platforms to teach Arabic. Moreover, many non-native Arabic speakers around the world have expressed an interest in learning it. The Arabic digital platform consists of over 70 lessons classified into three competence levels: beginner, intermediate, and advanced, delivered by Arabic experts and Arabic linguists from various Arab countries. The five dimensions are described for the Arabic platform in this paper. Learner dimension is the Arabic and non-Arabic speakers, Teacher dimension is Arabic experts and Arabic linguistics, Technology dimension consists of technology for Arabic platform that includes web design, cloud computing, big data, etc. The digital contents dimension consists of web-based video, records, etc. The evaluation dimension consists of Teachers rating, comments, and surveys.

댓글 분석을 통한 19대 한국 대선 후보 이슈 파악 및 득표율 예측 (Issue tracking and voting rate prediction for 19th Korean president election candidates)

  • 서대호;김지호;김창기
    • 지능정보연구
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    • 제24권3호
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    • pp.199-219
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    • 2018
  • 인터넷의 일상화와 각종 스마트 기기의 보급으로 이용자들로 하여금 실시간 의사소통이 가능하게 하여 기존의 커뮤니케이션 양식이 새롭게 변화되었다. 인터넷을 통한 정보주체의 변화로 인해 데이터는 더욱 방대해져서 빅데이터라 불리는 정보의 초대형화를 야기하였다. 이러한 빅데이터는 사회적 실제를 이해하기 위한 새로운 기회로 여겨지고 있다. 특히 텍스트 마이닝은 비정형 텍스트 데이터를 이용해 패턴을 탐구하여 의미있는 정보를 찾아낸다. 텍스트 데이터는 신문, 도서, 웹, SNS 등 다양한 곳에 존재하기 때문에 데이터의 양이 매우 다양하고 방대하여 사회적 실제를 이해하기 위한 데이터로 적합하다. 본 연구는 한국 최대 인터넷 포털사이트 뉴스의 댓글을 수집하여 2017년 19대 한국 대선을 대상으로 연구를 수행하였다. 대선 선거일 직전 여론조사 공표 금지기간이 포함된 2017년 4월 29일부터 2017년 5월 7일까지 226,447건의 댓글을 수집하여 빈도분석, 연관감성어 분석, 토픽 감성 분석, 후보자 득표율 예측을 수행하였다. 이를 통해 각 후보자들에 대한 이슈를 분석 및 해석하고 득표율을 예측하였다. 분석 결과 뉴스 댓글이 대선 후보들에 대한 이슈를 추적하고 득표율을 예측하기에 효과적인 도구임을 보여주었다. 대선 후보자들은 사회적 여론을 객관적으로 판단하여 선거유세 전략에 반영할 수 있고 유권자들은 각 후보자들에 대한 이슈를 파악하여 투표시 참조할 수 있다. 또한 후보자들이 빅데이터 분석을 참조하여 선거캠페인을 벌인다면 국민들은 자신들이 원하는 바가 후보자들에게 피력, 반영된다는 것을 인지하고 웹상에서 더욱 적극적인 활동을 할 것이다. 이는 국민의 정치 참여 행위로써 사회적 의의가 있다.

부산항 배후도로 신호교차점에 있어서 컨테이너 차량의 영향분석 (An Analysis of the Influence of Container Vehicles on the Signalized Intersection of the Roads at Pusan Port)

  • 정헌영;김홍태
    • 한국항만학회지
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    • 제13권1호
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    • pp.87-100
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    • 1999
  • This study was focused on analyzing the headway of various types of trailer in Pusan city with the high heavy vehicle rate. Then Passenger Car Equivalent(PCE) was calibrated in order to identify the impact of trailers in the traffic flow at the signalized intersections. To fulfill this goal types of trailer were classified into five categories such as full trailer semi-trailer unloaded semi-trailer semi-trailer loaded with 20ft container and semi-trailer loaded with 40ft container and Passenger Car Equivalents were identified. the Results are as follows: 1) The PCE’s were 2.64, 1.51, 2.09, 2.16 and 2.23 respectively. 2) The saturation flow rate on the signalized intersection was lower than that on the multi-lane highway in the big city of Korea. 3) The start-up delay on the thru lane was similar to the average value in our country but the start-up delay on the left-turn lane was longer than the average value in our country by the impact of container Vehicles.

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충북지역 초등학교의 다문화가정 학생을 위한 공간 특성 연구 (A Study of Spacial Traits for the Students from Multi-Cultural Families in Elementary Schools in North Chungcheong Province)

  • 노란;정진주
    • 교육시설 논문지
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    • 제19권2호
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    • pp.33-40
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    • 2012
  • The number of foreign residents is expected to increase with the increase of international marriage in rural area and the avoidance of 3D jobs, which is also anticipated to cause various problems more serious. This kind of phenomenon will bring about the increase of the students from the multi-cultural families and a big change in the schools along with the decrease of the students in rural area. Currently, school's interest in and support for those students from multi-cultural families are focused on the promotion of their learning capability. However, I think that not just the support for the students from multi-cultural families but a new space for the two student-groups' smooth communication in schools is to be arranged. Accordingly, this study suggests. The support limited to educational programs for those students from multi-cultural families should be expanded to the school facilities. What kind of preparation should be done by school facilities in the future. There should be five steps of intermediate space with the additional function other than that of communication between Korean native students and those from multi-cultural families along with the utilization of existing rooms and space.

한의학에서 초음파 진단기기를 활용한 장부 및 질병 관찰과 그 활용 근거 (Using Ultrasonography in Korean Medicine to Observe Organs and Diseases, and Evidence of its Use)

  • 백태현
    • 대한한의학회지
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    • 제35권3호
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    • pp.70-92
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    • 2014
  • Objectives: Due to advance of science and IT technology, high tech imaging equipment like ultrasonography, CT, MRI and PET scan is constantly being developed and progressed; use of these techniques is needed for Korean medicine. Methods: Historical study was undertaken on the evidence of using ultrasonography. Normal organs and various sorts of diseases were also observed by ultrasonography. Results: Korean medicine judges disease of internal organs and condition of health by symptoms of functional disease and organic disease based on anatomical theory. Ultrasonography based on anatomical theory is non-invasive and free from radiation exposure and can be performed directly from clinical practice in real-time. Ultrasonography can be a big help for securing the stability of the internal organs in inserting needles in the thorax and abdomen as well as diagnosing functional and organic diseases based on anatomical theory. Conclusion: We look forward to a great development of scientification and objectification of Korean medicine by using and researching imaging equipment based on anatomical theory as well as ultrasonography.

Financial Stability of GCC Banks in the COVID-19 Crisis: A Simulation Approach

  • AL-KHARUSI, Sami;MURTHY, Sree Rama
    • The Journal of Asian Finance, Economics and Business
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    • 제7권12호
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    • pp.337-344
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    • 2020
  • Stability and sustainability of the biggest banks in any country are extremely important. When big banks become unstable and vulnerable, they typically stop lending. The resulting credit squeeze pushes the economy into recession or a slow growth path. The present study examines the financial stability and sustainability of the 30 large banks operating in the six Gulf Cooperation Council countries. These banks represent 70% of the GCC banking market. Monte Carlo simulation was attempted assuming that key drivers can vary randomly by twenty percent on either side of the current values. The conclusions are drawn based on 300 simulation trails of the five-year forecast balance and income statement of each bank. Year 2020 is not favorable for the GCC countries because of the COVID-19 pandemic and low oil prices, though the future years may be better. The study identifies several banks, which may become financially unsustainable because the simulations indicate the possibility of negative profitability, unacceptably low capital ratios and potential for heavy credit losses during periods of economic turbulence, which is the current situation due to the COVID-19 pandemic. Through simulation the paper is able to throw light on which factors lead to bank instability and weakness.

중등 및 대학 교재 중 산화-환원반응에 대한 연계성 연구 (A Study of the Curricular Articulation of Oxidation-Reduction in the Textbooks from Middle School to College)

  • 김효겸;문성배
    • 대한화학회지
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    • 제44권2호
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    • pp.145-156
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    • 2000
  • 본 연구는 중학교 과학 교과서( 제5차 및 제6차 교육 과정), 고등학교 화학 교과서(제5차 교육과정) 및 대학 일반화학에서 화학 관련 부분 중 산화와 환원반응을 중심으로 이 학습 내용이 학생들의 사고력을 향상시키는 데 도움이 되는 적절한 연계성을 갖고 있는지를 분석하였다. 먼저 각급 학교간 배당 시간수의 차이 및 교과서 설명의 차이를 비교하였으며, 연계성 판별을 위하여 준거의 기준을 5가지로 수립하여 분석한 결과는 중학교에서 고등학교 과정의 연계시 다소 격차가 있었지만 고등학교에서 대학교 과정의 연계는 무난한 것으로 나타났다 . 이 분석결과를 이용하여 수업의 효율성을 도모하기 위하여 중등 및 대학에 이르기까지 일관된 연계성을 갖춘 각급 학교간의 새로운 교과내용 구조도를 제시하였다.

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조직 내 상사의 비인격적 감독이 부하의 조직시민행동에 미치는 영향에 관한 연구 (A Study on the Abusive Supervision and its impact on Subordinates' Organizational Citizenship Behavior)

  • 김정진
    • 지식경영연구
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    • 제12권4호
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    • pp.1-15
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    • 2011
  • The purpose of this study is to determine abusive supervision and its effect on the resistance to such behavior by workers, and also to determine the moderating roles of subordinate's personalities that can strengthen or weaken the relationship between the abusive supervision and employee behaviors. Because the key factors underlying the choice of individual OCB(Organizational Citizenship Behavior) or organizational OCB have to do with subordinates' concern for the task and relational consequences of their behavior, the analysis focused on Neuroticism, the Big Five domains that represent one's orientations toward task and relational matters, respectively(Costa & McCrae, 1992). For empirical study, survey was performed for the analysis, and a total of 233 was used. The following is a summary of the verification results. First, in the relationships between the use of abusive supervision and employee's OCB, the relationship is negatively correlated to the abusive supervision. Second, moderating effects of subordinates' personalities(neuroticism) between abusive supervision and subordinates' were not verified. Finally, future research will explore the effects of situational variables that affect the extent to which supervisors engage in abusive behavior and how subordinates respond to abusive supervision.

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4차 산업혁명 시대를 대비한 고객 중심의 신제품 개발 필요성 인식 제고 (Recognizing the Necessity for Developing Customer-Oriented New Products for the 4th Industrial Revolution)

  • 오원근
    • Journal of Information Technology Applications and Management
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    • 제27권1호
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    • pp.97-109
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    • 2020
  • It is expected that the Fourth Industrial Revolution will have a great impact on the manufacturing industry, especially as it will cause big changes in industry, economy as well as socio-cultural. To cope with this situation, each country is promoting the policy of cultivating its manufacturing. This study derives the effect of the fourth industrial revolution on product lifecycle management for smart manufacturing through expert's cognitive analysis. The knowledge area of product lifecycle management is divided into Project Portfolio Management, Collaborative Product Design, Customer Needs Management, Direct Material Sourcing, Product Data Management, Digital Manufacturing & Engineering, R&D Foundation, New Product Development through academic research. The expert survey was conducted in five different perspectives: Importance, Insufficiency. Then, using the results of the survey and the academic research the implication about Product Lifecycle Management were derived. The significance of this study is that it derives the change areas and factors of the product life cycle management knowledge domain in preparation for the fourth industrial revolution according to the perspective of importance and insufficiency.

학령전기 여아의 하반신 체형 유형분석 - 부산 및 경남지역을 중심으로 - (Somatometric Classification on the Lower Body of Early Elementary Schoolgirls)

  • 장정아;권영숙
    • 복식문화연구
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    • 제8권6호
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    • pp.930-939
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    • 2000
  • This study was done to provide the fundamental data for scientific and rational children's clothing sizing system by investigating their somatometric characteristics and classifying somatotypes. The subjects were 269 elementary schoolgirls aged from 7 to 8 years old living in Pusan and Kyungsangnam-do. Data from each girl comprises 28 anthropometic measurments and 4 photographic measurments, related to the lower half of body. To analyze somatotypes of the lower half of body, factor analysis, cluster analysis, discriminant analysis were performed for statistical analysis of the data. As to the analysis to draw somatometric factors by this age group, five factors which explain 76.85% of the whole variances were extracted. The first and second factors which explain more than 60% of the whole variances represent 'horizontal size'and 'vertical size', which characterize most aspects of the body shape of the subjects. On the basis of the cluster analysis, three different lower half of body types were categorized. Type Ⅰ has biggest horizontal size, average vertical size and most protruded belly. Type Ⅱ has average degree of horizontal size, quite big vertical size and most protruded hips. Type Ⅲ has smallest horizontal and vertical size. According to the analysis to discriminate somatotypes of the lower half of body of this age group, weight and waist circumference of discriminant function 1 and abdominal circumference of discriminant function 2 have coefficient values.

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