• Title/Summary/Keyword: 적합도 분석

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Status and Quality Analysis on the Biodiversity Data of East Asian Vascular Plants Mobilized through the Global Biodiversity Information Facility (GBIF) (세계생물다양성정보기구(GBIF)에 출판된 동아시아 관속식물 생물다양성 정보 현황과 자료품질 분석)

  • Chang, Chin-Sung;Kwon, Shin-Young;Kim, Hui
    • Journal of Korean Society of Forest Science
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    • v.110 no.2
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    • pp.179-188
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    • 2021
  • Biodiversity informatics applies information technology methods in organizing, accessing, visualizing, and analyzing primary biodiversity data and quantitative data management through the scientific names of accepted names and synonyms. We reviewed the GBIF data published by China, Japan, Taiwan, and internal institutes, such as NIBR, NIE, and KNA of the Republic of Korea, and assessed data in diverse aspects of data quality using BRAHMS software. Most data from four Asian countries have quality problems with the lack of data consistency and missing information on georeferenced data, collectors, collection date, and place names (gazetteers) or other invalid data forms. The major problem is that biodiversity management institutions in East Asia are using unstructured databases and simple spreadsheet-type data. Owing to the nature of the biodiversity information, if data relationships are not structured, it would be impossible to secure the data integrity of scientific names, human names, geographical names, literature, and ecological information. For data quality, it is essential to build data integrity for database management and training systems for taxonomists who are continuous data managers to correct errors. Thus, publishers in East Asia play an essential role not only in using specialized software to manage biodiversity data but also in developing structured databases and ensuring their integration and value within biodiversity publishing platforms.

Comparison of Handball Result Predictions Using Bagging and Boosting Algorithms (배깅과 부스팅 알고리즘을 이용한 핸드볼 결과 예측 비교)

  • Kim, Ji-eung;Park, Jong-chul;Kim, Tae-gyu;Lee, Hee-hwa;Ahn, Jee-Hwan
    • Journal of the Korea Convergence Society
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    • v.12 no.8
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    • pp.279-286
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    • 2021
  • The purpose of this study is to compare the predictive power of the Bagging and Boosting algorithm of ensemble method based on the motion information that occurs in woman handball matches and to analyze the availability of motion information. To this end, this study analyzed the predictive power of the result of 15 practice matches based on inertial motion by analyzing the predictive power of Random Forest and Adaboost algorithms. The results of the study are as follows. First, the prediction rate of the Random Forest algorithm was 66.9 ± 0.1%, and the prediction rate of the Adaboost algorithm was 65.6 ± 1.6%. Second, Random Forest predicted all of the winning results, but none of the losing results. On the other hand, the Adaboost algorithm shows 91.4% prediction of winning and 10.4% prediction of losing. Third, in the verification of the suitability of the algorithm, the Random Forest had no overfitting error, but Adaboost showed an overfitting error. Based on the results of this study, the availability of motion information is high when predicting sports events, and it was confirmed that the Random Forest algorithm was superior to the Adaboost algorithm.

A Translation and Construct Validity Study of the Evaluation in Ayres Sensory Integration® (EASI) (Evaluation in Ayres Sensory Integration® (EASI)의 번역 및 구성타당도 연구)

  • Kim, Kyeong-Mi;Lee, Ji-Hyun;Jung, Hyerim;Choi, Jeong-Sil;Hong, Eunkyoung
    • The Journal of Korean Academy of Sensory Integration
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    • v.19 no.1
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    • pp.24-38
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    • 2021
  • Objective : This study aimed to create a Korea translation of the Evaluation in Ayres Sensory Integration (EASI) and to then test the adapted version for construct validity. Methods : The translation and content validation process were conducted in accordance with a four-step process, namely translation, integration, content validity examination, and backward translation. The construct validity of the translated version was evaluated using the EASI for children aged 3~12 years with and without sensory integration problems, comparing the two groups as well as preschool and school-aged groups. The group comparison was analyzed using the Mann-Whitney U test in SPSS. Results : In terms of content validity, all 20 items averaged more than 3.17 points. Of the four EASI categories, there was a difference in Sensory Perception (p=0.044) between the typical and sensory integration groups, and there was a statistical difference between tactile and vestibular sensations. Between the preschool and school-aged children, statistical difference was observed in two categories, namely Praxis and Ocular-Postural-Bilateral Motor Integration. Conclusion : Based on its construct validity, the Korean version of EASI is suitable for use in research. The construct validity study highlighted items that explain differences between typical and diagnostic children and items that explain those differences by age. Our findings could therefore be considered when interpreting EASI results.

Case Studies for the Establishment of Korean National Urban Park (사례로 본 한국 국가도시공원 조성 연구)

  • Choi, Hyeyoung;Seo, Young-Ai
    • Journal of the Korean Institute of Landscape Architecture
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    • v.50 no.2
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    • pp.116-126
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    • 2022
  • Although the 'Act on Urban Parks and Green Spaces' was revised in 2016 to provide a legal foundation for national urban parks, there was no further discussion or follow-up research for the implementation of national urban parks. This study investigates Korea's park and green space regulations and national urban park cases from across the world. It aims to analyze worldwide cases and set a course for a viable national urban park system in Korea. The importance and characteristics of national urban parks were evident after reviewing the cases of Japan, Sweden, Finland, and Canada, which have national urban park systems, and the United States and Germany, which aid city parks with national budgets. Each country determined the plans and procedures by assessing the scope of government intervention and the government's role. The importance of communication between the state and municipal governments and private sector participation and governance was recognized. A system was also formed in which local governments actively participate in the nomination, establishment, administration, and management of national urban parks. The results of this study are as follows. First, the concept of equitable national development should be implemented to activate the national urban park system. Second, the national urban park should be a land management tool that may be used to balance development and preservation. Third, a specific method of securing, constructing, administering, and operating national urban parks should be supplemented by the current legislative framework amendment. Furthermore, the establishment of a sustainable research institute is needed to comprehensively analyze parks and green space systems and make appropriate decisions.

Investigation of the change in physical habitat in the Geum-gang River by modifying dam operations to natural flow regime (자연유황 회복을 위한 댐 운영에 따른 금강의 물리서식처 변화 분석)

  • Choi, Byungwoong;Jang, Jiyeon;Choi, Sung-Uk
    • Journal of Korea Water Resources Association
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    • v.54 no.11
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    • pp.985-998
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    • 2021
  • In general, the upstream dam changes downstream flow regime dramatically, i.e., from natural flow regime to hydropeaking flows. This study investigates the impact of the natural flow pattern on downstream fish habitat in a regulated river in Korea using the physical habitat simulation. The study area is a 13.4 km long reach of the Geum-gang River, located downstream from the Yongdam Dam, Korea. A field monitoring revealed that three fish species are dominant, namely Zacco platypus, Coreoleuciscus splendidus, and Opsariichthys bidens, and they account for 70% of the total fish community. Specially, Opsariichthys bidens is an indigenous species in the Geum-gang River. The three fish species are selected as target fish species for the physical habitat simulation. The Nays2D model, a 2D shallow water equation solver, and the HSI (Habitat Suitability Index) model are used for hydraulic and habitat simulations, respectively. To assess the impact of the natural flow pattern, this study uses the annual natural flow regime and hydropeaking flows from the dam. It is found that the natural flow regime increases significantly the Composite Suitability Index (CSI) in the study reach. Then, using the Building Block Approach (BBA), the scenarios for the modifying dam operations are presented in the study reach. Both Scenario 1 and scenario 2 are proposed by using the hydrological method considering both magnitude and duration of the inflow and averaging the inflow over each month, respectively. It is revealed that the natural flow regime embodied in scenario 1 and scenario 2 increases the Weighted Usable Area (WUA) significantly, compared to the hydropeaking flows. In conclusion, the modifying the dam operations by restoring to the natural flow pattern is advantageous to fish community.

Effects of Message Framining & Value-orientation on Preventive Behavior : Focus on the Magnitude of the Required Behavior for Environmental Problems (메시지 프레이밍과 가치지향성이 예방 행동에 미치는 영향 : 환경문제 예방 행동 요구 수준을 중심으로)

  • Park, Hui Jeong;Choi, Youjin
    • The Journal of the Korea Contents Association
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    • v.22 no.4
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    • pp.352-364
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    • 2022
  • As the types of actions and the magnitude of the required actions for environmental improvement get diversified, the necessity to develop effective messages is increasing. This research tries to develop proper messages with message characteristics of message framing and value orientation per different types of behaviors using a 2(message framing: gain/loss) × 2(value orientation: individual/social) × 2(magnitude of the requested behaviors: high/low). The results showed that framing and the magnitude of the requested behaviors had main effects on message attitudes and behavioral intentions. The gain framing showed more favorable effects than the loss framing, and the low magnitude of the requested behaviors showed better persuasive effects. According to the results of interaction effects, the gain framing showed higher behavioral intentions than the loss framing in the individual-oriented message, and there were no differences between the frames in the social-oriented message. When the magnitude of the requested behavior was high, the gain framing in the individual-oriented message was more favorable than the loss framing. On the other hand, when the magnitude of the requested behavior was low, the gain framing in the social-oriented message was more favorable. Although there were differences in the form of interactions by the magnitude of the requested behaviors, the individual-oriented gain framing message was found to be the most effective.

Analysis of Contents of Reorganization of Textbooks by Pre-Service Teachers' on 'Comparison of Distances from Solar System to Planets' in First Semester of Elementary Science 5th Grade (초등과학 5학년 1학기 '태양에서 행성까지 거리 비교'에 대한 초등예비교사들의 교재 재구성 내용 분석)

  • Kim, Hae-Ran;Lee, Yong-Seob
    • Journal of the Korean Society of Earth Science Education
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    • v.14 no.3
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    • pp.225-235
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    • 2021
  • The purpose of this study is to obtain implications for the improvement direction of astronomical education methods and development of educational materials or software. In connection with the 5th grade 1st semester elementary science 'Solar System and Stars' unit, elementary pre-service teachers were given a reorganization task to compare the relative distances from the sun to the planets, and then this was analyzed. Pre-service teachers are 11 male and 19 female students in the second year of the music education department at the elementary school teacher training university in B city. The implications of the study results are as follows. First, the 'distance comparison activity using a roll of tissue paper' is suitable for simply comparing the distances from the sun to the planet, but it has limitations in allowing students to experience the vastness of the solar system or inducing student participation-centered classes. Second, it is necessary to develop software materials for elementary school students that can simultaneously reflect the size of the planet and the distance to the planet that can be applied indoors, and also experience the vastness of the solar system, as well as a wide learning space. Third, textbook materials for students have an important influence on the class design of pre-service teachers.

The Development of Geosites and 3D Panoramic Geological Virtual Field Trips for Sinsu Island in Korea National Marine Park (남해 해상 국립공원 신수도의 지질명소 및 3D 파노라마 야외학습장 개발)

  • Cho, Jae-Hee;Yoon, Ma-Byong
    • Journal of the Korean Society of Earth Science Education
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    • v.15 no.1
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    • pp.91-102
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    • 2022
  • Sinsu Island in Korea National Marine Park is suitable for geological learning and geotourism as various geological structures, geological activities, and fossils can be observed. In this study, eight geosites were developed by analyzing 2015 revision science curriculum. The 3D panoramic geological virtual field trips were developed according to the three-step outdoor learning model. The 3D panoramic geological virtual field trips, which consist of 8 classes, are composed of cooperative learning by group, enabling autonomous inquiry activities. It is designed to realize convergence education that can learn not only geology but also creativity and humanity through nodular Limestones, exfoliation, salt weathering, perforated shell holes, sedimentary structures and environments, dinosaurs habitats, and volcanic activity. Five experts revised and supplemented the Delphi analysis method to verify the validity of the development purpose and direction. The satisfaction with the geological field for Sinsu Island course was 4.52, indicating that the overall satisfaction with the field course was high. By reflecting on the opinions of each student and reinforcing safety education, we completed the 3D panoramic geological virtual field trips for Sinsu Island. The 3D panoramic geological virtual field trips in Sinsu Island in Korea National Marine Park will be a good example of geology learning tourism where you can make memories and enjoy while studying geology.

A Study for Acquiring ISO 30301 Standard Certification in Public Institutions (공공기관에서 기록경영시스템 표준(ISO 30301) 인증 획득을 위한 연구)

  • Park, Jeong-joo;Rieh, Hae-young
    • Journal of Korean Society of Archives and Records Management
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    • v.22 no.1
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    • pp.83-107
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    • 2022
  • Although the ISO 30301 Management Systems for Records (MSR) Standard has established a standard system for records management to be promoted at the management level, only a few institutions have been certified, and there are few known cases. The purpose of this study is to present essential requirements for the establishment of MSR suitable for public institutions that want to acquire ISO 30301 standard certification, and through excellent cases of success in practice, various matters related to certification were used to help in the introduction of the ISO 30301 standard. In this study, cases of certified public institutions, local government funding agencies, and certification bodies (CB) were investigated and analyzed. In addition to the analysis of internal documents obtained through information disclosure requests, interviews were conducted with four public agency employees and one certification body auditor to capture the know-how and expertise of the individuals in charge who went through the certification screening process. Through the case study, the scope of the performance was divided into 1 to 5 stages so that organizations that want to acquire the certification can effectively obtain a certification, and the ISO 30301 Standard Certification Process was presented. Lastly, five ways were proposed to ensure that certification could be obtained effectively and practically.

Experiment on Low Light Image Enhancement and Feature Extraction Methods for Rover Exploration in Lunar Permanently Shadowed Region (달 영구음영지역에서 로버 탐사를 위한 저조도 영상강화 및 영상 특징점 추출 성능 실험)

  • Park, Jae-Min;Hong, Sungchul;Shin, Hyu-Soung
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.42 no.5
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    • pp.741-749
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    • 2022
  • Major space agencies are planning for the rover-based lunar exploration since water-ice was detected in permanently shadowed regions (PSR). Although sunlight does not directly reach the PSRs, it is expected that reflected sunlight sustains a certain level of low-light environment. In this research, the indoor testbed was made to simulate the PSR's lighting and topological conditions, to which low light enhancement methods (CLAHE, Dehaze, RetinexNet, GLADNet) were applied to restore image brightness and color as well as to investigate their influences on the performance of feature extraction and matching methods (SIFT, SURF, ORB, AKAZE). The experiment results show that GLADNet and Dehaze images in order significantly improve image brightness and color. However, the performance of the feature extraction and matching methods were improved by Dehaze and GLADNet images in order, especially for ORB and AKAZE. Thus, in the lunar exploration, Dehaze is appropriate for building 3D topographic map whereas GLADNet is adequate for geological investigation.