• 제목/요약/키워드: Course classification

검색결과 235건 처리시간 0.028초

토픽 모델링 기반 비대면 강의평 분석 및 딥러닝 분류 모델 개발 (Analyzing Students' Non-face-to-face Course Evaluation by Topic Modeling and Developing Deep Learning-based Classification Model)

  • 한지영;허고은
    • 한국문헌정보학회지
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    • 제55권4호
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    • pp.267-291
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    • 2021
  • 2020년 신종 코로나바이러스 감염증(코로나19)으로 인한 전 세계적인 팬데믹으로 교육 현장에도 큰 변화가 있었다. 대학에서는 보조 교육 수단으로 생각했던 원격수업을 전면 도입하였고 비대면 수업이 일상화되어 교수자와 학생들은 새로운 교육환경에 적응하기 위해 큰 노력을 기울이고 있다. 이러한 변화 속에서 비대면 강의의 질적 향상을 위하여 강의 만족도 영향요인에 관한 연구가 필요하다. 본 연구는 코로나 전과 후로 변화된 대학 강의 만족도 영향요인을 파악하기 위해 빅데이터를 활용한 새로운 방법론을 제시하고자 한다. 토픽 모델링을 활용하여 코로나 전과 후의 강의평을 분석하고 이를 통해 강의 만족도 영향요인을 파악하여 대학교육이 나아가야 할 방향성을 제언하였다. 또한, 딥러닝 언어 모델인 KoBERT를 기반으로 0.84의 F1-score를 보이는 토픽 분류 모델을 구축함으로써 강의의 만족, 불만족 요인을 다각도로 파악할 수 있으며 이를 통해 강의 만족도의 지속적인 질적 향상에 기여할 수 있다.

딥러닝 영상 분할의 정확도 향상을 위한 처리방법 연구 (A Study on the Processing Method for Improving Accuracy of Deep Learning Image Segmentation)

  • 최동규;김민영;장종욱
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2021년도 춘계학술대회
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    • pp.169-171
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    • 2021
  • 자율주행, CCTV, 휴대폰 보안, 주차시설 등 카메라를 통한 이미지 처리는 실생활의 많은 문제를 해결하기 위해 사용되고 있다. 간단한 구분의 경우는 이미지 처리를 통해 해결하지만, 복잡하게 섞인 물체의 이미지 또는 이미지 내 특징을 찾아내기 어렵다. 이런 특징점 해결을 위해 사람에 가깝게 생각하고 판단할 수 있도록 영상데이터에 분류, 탐지, 분할에서 딥러닝 기술을 도입하고 있다. 물론 이미지 처리만 수행하는 것보다 결과가 좋지만, 딥러닝을 사용한 영상 분할의 방법에서 판단된 결과물이 실제 객체와 편차가 있는 것을 확인하였다. 본 논문에서는 영상 분할의 정밀도를 높이기 위해 딥러닝 영상 분할의 결과물을 출력하기 직전 간단한 이미지 처리를 통하여 정확도 향상을 수행하는 방법에 관해 연구하였다.

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한강하류지형면의 분류와 지형발달에 대한 연구 (양수리에서 능곡까지)

  • 박노식
    • 동굴
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    • 제68호
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    • pp.23-73
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    • 2005
  • Purpose of study; The purpose of this study is specifically classified as two parts. The one is to attempt the chronological annals of Quaternary topographic surface through the study over the formation process of alluvial surfaces in our country, setting forth the alluvial surfaces lower-parts of Han River area, as the basic deposit, and comparing it to the marginal landform surfaces. The other is to attempt the classification of micro morphology based on the and condition premising the land use as a link for the regional development in the lower-parts of Han river area. Reasons why selected the Lower-parts of Han river area as study objects: 1. The change of river course in this area is very serve both in vertical and horizontal sides. With a situation it is very easy to know about the old geography related to the formation process of topography. 2. The component materials of gravel, sand, silt and clay are deposited in this area. Making it the available data, it is possible to consider about not oかy the formation process of topography but alsoon the development history to some extent. 3. The earthen vessel, a fossil shell fish, bone, cnarcoal and sea-weed are included in the alluvial deposition in this area. These can be also valuable data related to the chronological annals. 4. The bottom set conglometate beds is also included in the alluvial deposits. This can be also valuable data related to the research of geomorphological development. 5. Around of this area the medium landform surface, lower landform surface, pediment and basin, are existed, and these enable the comparison between the erosion surfaces and the alluvial surfaces. Approach : 1. Referring to the change of river beds, I have calculated the vertical and horizontal differences comparing the topographic map published in 1916 with that published in 1966 and through the field work 2. In classifying the landform, I have applied the method of micro morphological classification in accordance with the synthetic index based upon the land conditions, and furthermore used the classification method comparing the topographic map published in 1916 and in that of 1966. 3. I have accorded this classification with the classification by mapping through appliying the method of classification in the development history for the field work making the component materials as the available data. 4. I have used the component materials, which were picked up form the outcrop of 10 places and bored at 5 places, as the available data. 5. I have referred to Hydrological survey data of the ministry of Construction (since 1916) on the overflow of Han-river, and used geologic map of Seoul metropolitan area. Survey Data, and general map published in 1916 by the Japanese Army Survbey Dept., and map published in 1966 by the Construction Research Laboratory and ROK Army Survey Dept., respectively. Conclusion: 1. Classification of Morphology: I have added the historical consideration for development, making the component materials and fossil as the data, to the typical consideration in accordance with the map of summit level, reliefe and slope distribution. In connection with the erosion surface, I have divided into three classification such as high, medium and low-,level landform surfaces which were classified as high and low level landform surfaces in past. furthermore I have divided the low level landform surface two parts, namely upper-parts(200-300m) and bellow-parts(${\pm}100m$). Accordingly, we can recognize the three-parts of erosion surface including the medium level landform surface (500-600m) in this area. (see table 22). In condition with the alluvial surfaces I have classified as two landform surfaces (old and new) which was regarded as one face in past. Meamwhile, under the premise of land use, the synthetic, micro morphological classification based upon the land condition is as per the draw No. 19-1. This is the quite new method of classification which was at first attempted in this country. 2. I have learned that the change of river was most severe at seeing the river meandering rate from Dangjung-ni to Nanjido. As you seee the table and the vertical and horizontal change of river beds is justly proportionable to the river meandering rate. 3. It can be learned at seeing the analysis of component materials of alluvial deposits that the component from each other by areas, however, in the deposits relationship upper stream, and between upper parts and below parts I couldn't always find out the regular ones. 4. Having earthern vessel, shell bone, fossil charcoal and and seaweeds includen in the component materials such as gravel, clay, sand and silt in Dukso and Songpa deposits area. I have become to attempt the compilation of chronicle as yon see in the table 22. 5. In according to hearing of basemen excavation, the bottom set conglomerate beds of Dukso beds of Dukso-beds is 7m and Songpa-beds is 10m. In according to information of dredger it is approx. 20m in the down stream. 6. Making these two beds as the standard beds, I have compared it to other beds. 7 The coarse sand beds which is covering the clay-beds of Dukso-beds and Nanjidobeds is shown the existence of so-called erosion period which formed the gap among the alluvial deposits of stratum. The former has been proved by the sorting, bedding and roundness which was supplied by the main stream and later by the branch stream, respectively. 8. If the clay-beds of Dukeo-bed and Songpa-bed is called as being transgressive overlap, by the Eustatic movement after glacial age, the bottom set conglomerate beds shall be called as being regressive overlap at the holocene. This has the closest relationship with the basin formation movement of Seoul besides the Eustatic movement. 9. The silt-beds which is the main component of deposits of flood plain, is regarded as being deposited at the Holocene in the comb ceramic and plain pottery ages. This has the closest relationship with the change of river course and river beds.

A Study on Fabric Effects on Contemporary Architectural Surfaces, Based on the Material Characteristics

  • Kim, Sung-Wook;Lee, So-Jung;Jeon, You-Chang
    • Architectural research
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    • 제18권1호
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    • pp.31-38
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    • 2016
  • The surface design in architecture plays a role as an indicator that symbolizes cultures and styles, in accordance with the course of history and the standards of the time. The surface design that determines the facade of an architectural structure allows us to have a more clear understanding about the functions, programs and structures, as well as the periodical concept of the architects than any other components of the architecture. The purpose of this paper was to examine how architectural surface designs were realized, using commonly-used materials. This study provides meaningful implications, in that it suggests common features in terms of design methodologies (between architecture and non-architecture fields), and presented new possibilities for contemporary architectural surface designs through the classification of building system methods depending on fabric properties, and through the case study analysis of architectural surface designs; in addition, the results of this study could be utilized as basic data for future studies on the possibility of the expression of surface designs across a broader domain.

Perceptual Evaluation of Duration Models in Spoken Korean

  • Chung, Hyun-Song
    • 음성과학
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    • 제9권1호
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    • pp.207-215
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    • 2002
  • Perceptual evaluation of duration models of spoken Korean was carried out based on the Classification and Regression Tree (CART) model for text-to-speech conversion. A reference set of durations was produced by a commercial text-to-speech synthesis system for comparison. The duration model which was built in the previous research (Chung & Huckvale, 2001) was applied to a Korean language speech synthesis diphone database, 'Hanmal (HN 1.0)'. The synthetic speech produced by the CART duration model was preferred in the subjective preference test by a small margin and the synthetic speech from the commercial system was superior in the clarity test. In the course of preparing the experiment, a labeled database of spoken Korean with 670 sentences was constructed. As a result of the experiment, a trained duration model for speech synthesis was obtained. The 'Hanmal' diphone database for Korean speech synthesis was also developed as a by-product of the perceptual evaluation.

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어메니티를 이용한 농촌활성화 방향 (A Study on the Use of Amenity for Rural Viability)

  • 임형백
    • 농촌지도와개발
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    • 제9권2호
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    • pp.233-245
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    • 2002
  • The demand for green tourism has increased in Korea. The increasing demand for green tourism caused is by reduction of working hours and longing for rural life. Moreover, many view amenity regarded as a good resource of green tourism. Amenity is however an abstract and complex idea. Even though many people were interested in amenity, the movement or practice of amenity in Korea was still as its in infancy stage. This paper was an exploratory study of amenity and paving the way for further studies on amenity in Korea. The objectives of this study were 1) to explore the philosophical background, origin and history, and classification of amenity, 2) and decide on future course of using amenity for rural viability.

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성인의 선천성 식도기관지루 3례 보고 (Congenital Bronchoesophageal Fistula in Adult -Report of Three Cases-)

  • 이용훈;최필조;우종수
    • Journal of Chest Surgery
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    • 제28권5호
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    • pp.525-529
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    • 1995
  • We have experienced three cases of congenital bronchoesophageal fistula which is rare and usually has an insidious clinical course. The patients included a thirty year old man and thirty six, thirty eight year old women respectively. Bronchiectatsis was found in all three cases, and bronchoesophageal fistula was found in one case preoperatively by esophagography and esophagoscopy, and other two cases operative field. The fistula was found between right lower esophagus and right lower lobe in all cases and esophageal diverticulum in one case. So they belonged to type I[1 case , II[2 cases of Braimbridge and Keith`s classification of congenital bronchoesophageal fistula . The fistulectomy was performed in all cases and concomitant lobectomy [2 cases and bilobectomy [1 case were done. There were toxic hepatitis in two cases and prolonged air leakage in one case postoperatively. They were discharged on recovered state and have continued to do well.

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해리성 대동맥류 1례 보 (Dissecting Aortic Aneurysm - Case Report -)

  • 이준영
    • Journal of Chest Surgery
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    • 제20권2호
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    • pp.367-373
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    • 1987
  • Dissecting aneurysm has long been recognized as an ominous and highly lethal form of aortic disease. Aortic dissection are characterized by longitudinal separation of aortic media and extension proximally, distally or both from the site of intimal tear. DeBakey and associates defined three types based on where the process originates and how far extends. In type I, intimal tear is located in the ascending aorta and extend beyond the descending aorta. We experienced a case of dissecting aneurysm, Type I of DeBakey`s classification which dissection extend to the left iliac artery. The patient was 61 years old woman and suffered from excruciating pain on admission. Excision of aneurysm and ascending aorta reconstruction using to Dacron Vascular Prosthesis were performed under extracorporeal circulation. The post-operative course was uneventful and follow up is continued.

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성인의 선천성 식도 기관지루 -수술치험 1례 보고- (Congenital Esophgo-bronchial Fistula without Esophageal Atresia in the Adult -A Case Report-)

  • 김병린;오태윤;장운하
    • Journal of Chest Surgery
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    • 제28권4호
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    • pp.431-436
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    • 1995
  • Congenital esophago-bronchial fistula without atresia is very rare and usually demonstrate more insidious clinical effects, and patients may reach adult life before the diagnosis. We had been experienced a typical case of esophago-bronchial fistula without atresia and document the case. A 42-year-old women was admitted to our hospital due to frequent choking symptom and attacks of pneumonia, and patient status was in chronic pulmonary infection status such as most probably bronchiectatic state of right middle & lower lobe including significant destructive changes. We had confirmed esophago-bronchial fistula without atresia with esophagoscopy, esophagogram, and chest CT, and performed esophago-bronchial fistulectomy and right middle & lower lobectomy. Its belongs to type II of Braimbridge`s classification for congenital esophago-bronchial fistula. Postoperation course was smooth and uneventful.

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간호학생의 비판적, 반영적 임상실습 경험 내용분석 - 임상실습 지식 습득 과정 - (Content Analysis of the Student Nurse's Critical-reflective Clinical Practice Experience)

  • 조계화
    • 한국간호교육학회지
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    • 제9권2호
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    • pp.310-319
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    • 2003
  • The purpose of this study was to determine what effect reflection on clinical practice experience had students as learners and care providers. Qualitative research method was used to study a group of four-year undergraduate nursing course. Content analysis was done using the classification method of Carper's four patterns of knowing. Results of the study indicated that the use of the reflective process of clinical debriefing and journaling was impact on the aspect of nursing science, moral component of knowledge in nursing, personal knowing in nursing and the art of nursing. Especially, students moved from a passive to a more active mode of learning. The most significant finding was that over time, reflective processes resulted in the emergence of the client as the central focus of care. It was suggested that reflection was an important learning tool in professional education and that the skills required for reflection need to be developed in professional courses.

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