• Title/Summary/Keyword: Collaborative Analysis

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The Development and Application of Sewing Practice Program for Improvement of Middle School Students' Creative Problem Solving Ability and Collaborative Ability (중학생의 창의적 문제해결력과 협업 능력 함양을 위한 바느질실습 프로그램 개발 및 적용)

  • Kim, SangMi;Kwon, YoungSuk
    • Journal of Korean Home Economics Education Association
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    • v.30 no.3
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    • pp.195-213
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    • 2018
  • The purpose of this study is to verify the effect by developing and applying a new program for improvement of creative problem solving ability and collaborative ability. Development of a sewing practice program was performed through the ADDIE model. The subjects of the study were 1st grade middle school students and the research plan of the study was pretest-posttest control group design. The study method was performed by mixing the quantitative and qualitative analysis methods. Results of this study are as follows. First, the students in the experimental group showed higher creative problem solving ability than the students in the control group, but the difference was not significant at the 5% significance level. Qualitative analysis results indicated that creative problem solving ability is closely related to learning experiences involving the 'generation of diverse ideas', 'rebirth of creative ideas', 'self-directed learning plan', 'active problem solving', 'immediate feedback'. Second, the students in the experimental group showed a significantly higher level of collaborative ability than the students in the control group. This demonstrated that the program developed in this study had an effect on fostering the collaborative ability of middle school students. It was found that collaborative ability is closely related to learning experiences involving 'forming a positive atmosphere', 'continuous interaction', and 'working together'.

A Study on Collaborative Governance: Focusing on the Cultural Heritage Guardians (문화재지킴이 정책의 협력적 거버넌스 운영 체계 연구)

  • Jang, Youngki
    • Korean Journal of Heritage: History & Science
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    • v.54 no.1
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    • pp.184-205
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    • 2021
  • Governance is valued as a new concept and principle of social operation and public policy management, and its influence is gradually expanding. Among the various governance theories being put into practice and in case analysis studies, collaborative governance embracing various governance concepts has been found to increase interdependence and responsibility beyond participation and compromise, and create new public values by integrating and utilizing optimal social coordination forms. In the field of cultural assets, governance-related research is also being conducted for the efficiency, sustainability, and scalability of public policy enforcement. This study explored the government's role (promotion, arbitration, and condition creation) in collaborative governance, focusing on the "Cultural Heritage Guardians" to understand how collaborative governance operates in the cultural heritage sector. Regarding governance policies in the cultural asset sector, the cultural asset guardians highlighted the status, role, and characteristics of policies by examining their introduction, development, and implementation. The results of the analysis revealed that private-led, horizontal public-private cooperation, collaborative governance, policy introduction, solidarity, professionalism, resource/knowledge imbalance, cooperation precedence, etc., facilitate increased participation. The government has accordingly proposed measures to establish comprehensive legal stability centered on cooperation; strategic reorganization of dedicated organizations; strengthened, supportive intermediate organizations; and individual and multi-party consultative bodies.

Mechanical properties of new stainless steel-aluminum alloy composite joint in tower structures

  • Yingying Zhang;Qiu Yu;Wei Song;Junhao Xu;Yushuai Zhao;Baorui Sun
    • Steel and Composite Structures
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    • v.49 no.5
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    • pp.517-532
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    • 2023
  • Tower structures have been widely used in communication and transmission engineering. The failure of joints is the leading cause of structure failure, which make it play a crucial role in tower structure engineering. In this study, the aluminum alloy three tube tower structure is taken as the prototype, and the middle joint of the tower was selected as the research object. Three different stainless steel-aluminum alloy composite joints (SACJs), denoted by TA, TB and TC, were designed. Finite element (FE) modeling analysis was used to compare and determine the TC joint as the best solution. Detail requirements of fasteners in the TC stainless steel-aluminum alloy composite joint (TC-SACJ) were designed and verified. In order to systematically and comprehensively study the mechanical properties of TC-SACJ under multi-directional loading conditions, the full-scale experiments and FE simulation models were all performed for mechanical response analysis. The failure modes, load-carrying capacities, and axial load versus displacement/stain testing curves of all full-scale specimens under tension/compression loading conditions were obtained. The results show that the maximum vertical displacement of aluminum alloy tube is 26.9mm, and the maximum lateral displacement of TC-SACJs is 1.0 mm. In general, the TC-SACJs are in an elastic state under the design load, which meet the design requirements and has a good safety reserve. This work can provide references for the design and engineering application of aluminum alloy tower structures.

A Case Study of Collaborative Classes between a Teacher Librarian and a Chinese Language Teacher Applying Problem-based Learning: With a Main Focus on Students' Degree of Interest in Learning at S High School (PBL을 적용한 사서교사와 중국어 교과교사의 협력수업 사례 연구 - S고등학교 학생의 학습흥미도 변화를 중심으로 -)

  • Cho, Miah
    • Journal of the Korean Society for Library and Information Science
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    • v.48 no.2
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    • pp.65-88
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    • 2014
  • This study analyzed cases of collaborative classes between a teacher librarian and Chinese language teacher by applying problem-based learning (PBL) and intended to propose a desirable direction for class in operating collaborative classes of PBL. In order to achieve this purpose, methods to raise problems by BPL at the library of S High School, class content by each round of class, and cases of students' achievements were presented. In addition, statistical analysis of interest in subjects on 101 students in their sophomore year who had participated in PBL class was conducted. According to the study result, students' learning-related desire to accomplish, executive ability of learning, and interest were significantly improved.

Collaborative Filtering based Recommender System using Restricted Boltzmann Machines

  • Lee, Soojung
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.9
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    • pp.101-108
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    • 2020
  • Recommender system is a must-have feature of e-commerce, since it provides customers with convenience in selecting products. Collaborative filtering is a widely-used and representative technique, where it gives recommendation lists of products preferred by other users or preferred by the current user in the past. Recently, researches on the recommendation system using deep learning artificial intelligence technologies are actively being conducted to achieve performance improvement. This study develops a collaborative filtering based recommender system using restricted Boltzmann machines of the deep learning technology by utilizing user ratings. Moreover, a learning parameter update algorithm is proposed for learning efficiency and performance. Performance evaluation of the proposed system is made through experimental analysis and comparison with conventional collaborative filtering methods. It is found that the proposed algorithm yields superior performance than the basic restricted Boltzmann machines.

Trend Analysis of Korean-Western Medicine Collaboration Studies by Disease Group (대상질환군으로 본 의·한 협진연구 경향 분석)

  • Jun, Eun-hee;Lee, Hyeon-joo;Cho, Min-kyoung;Kim, Nam-kwen;Lee, In
    • The Journal of Internal Korean Medicine
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    • v.41 no.4
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    • pp.658-667
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    • 2020
  • Objectives: The purpose of this study was to analyze trends in Korean-Western Collaborative Medicine studies by disease group. Methods: Articles published until May 2020 were searched in domestic databases (NDSL, RISS, KISS, DBPIA, and KoreanTK) using the keywords '한양방', '양한방', '협진', '협의진료', '의한의', '의·한의', and '통합의학'. The articles were analyzed according to the publication year, journal type, research methodology, and disease group using the major and intermediate classifications of the Korean Standard Classification of Diseases (KCD-7). Results: In total, 112 articles were selected. The most frequent major disease groups were disease codes G, C (D), I, and M, in that order. The medium disease groups numbered 41 and most commonly involved collaborative studies on cerebrovascular diseases. Among the three top KCD-7 major group diseases, publications on Group C (D) were increasing significantly, publications on Group G were slightly increasing, but, publications on Group I decreased in the 2010s compared to the 2000s. Conclusions: In this study, we analyzed the frequent disease groups treated with domestic Korean-Western medicine in collaborative studies using the major and medium classifications of KCD-7. Well-designed clinical trials and economic evaluation research are needed, and this study can provide directions for future collaborative studies using Korean-Western medicine.

A Study on Collaborative Digital Information Service for Gyeonggi-Do Public Libraries (경기도 공공도서관 협력형 전자정보 서비스에 관한 연구)

  • Song, Jae-Sul;Shin, Jeong-A
    • Journal of the Korean Society for Library and Information Science
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    • v.47 no.3
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    • pp.207-226
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    • 2013
  • Although it is about a decade since public libraries started to provide digital information services, lack of expertise for efficient service operation and restrictions related to copyrights have led to failure to obtain remarkable performances in uses. This study intends to analyze operation cases of domestic and overseas collaborative digital information services, as well as the current status of digital information services of libraries in Gyeonggido, thereby developing a collaborative digital information service model among public libraries on the level of local governments. This research then analyzed collaborative digital information service Web sites and surveys. Based on the analysis result, this study presented support of integrated search of possessed electronic information, Web database (DB), DB on original texts of regional records, online reference services, and mobile platforms as functional factors to embody a successful service model. As a system management road map, an eclectic model combining the merits of centralized and decentralized models was found to be more effective than a centralized or decentralized model in consideration of the characteristics of participating organizations.

Learning Presence Factors Affecting Learning Outcomes in Facebook-based Collaborative Learning Environments (페이스북 기반 협력학습 성과를 예측하는 학습실재감 요인 규명)

  • Lee, Jeongmin;Oh, Seungeun
    • Journal of The Korean Association of Information Education
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    • v.17 no.3
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    • pp.305-316
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    • 2013
  • Despite the potential implications of Facebook use, there is a distinct lack of empirically derived theory for designing learning environment. This may be because Facebook is a social tool and there has been limited opportunity for exploratory research regarding Facebook based learning. Therefore, the purpose of this study is to investigate learning presence factors affecting learning outcomes in Facebook-based collaborative learning. Forty two college students participated in the Facebook-based collaborative learning activity, and the data from thirty nine were used for step-wise multiple regression analysis. In addition focus group interview was conducted to examine learning presence of Facebook-based collaborative learning. The results reported that cognitive presence predicted significantly learning outcomes, however, social and emotional presence did not predict learning outcomes. The implication of this study and future research were discussed in this research.

A study on neighbor selection methods in k-NN collaborative filtering recommender system (근접 이웃 선정 협력적 필터링 추천시스템에서 이웃 선정 방법에 관한 연구)

  • Lee, Seok-Jun
    • Journal of the Korean Data and Information Science Society
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    • v.20 no.5
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    • pp.809-818
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    • 2009
  • Collaborative filtering approach predicts the preference of active user about specific items transacted on the e-commerce by using others' preference information. To improve the prediction accuracy through collaborative filtering approach, it must be needed to gain enough preference information of users' for predicting preference. But, a bit much information of users' preference might wrongly affect on prediction accuracy, and also too small information of users' preference might make bad effect on the prediction accuracy. This research suggests the method, which decides suitable numbers of neighbor users for applying collaborative filtering algorithm, improved by existing k nearest neighbors selection methods. The result of this research provides useful methods for improving the prediction accuracy and also refines exploratory data analysis approach for deciding appropriate numbers of nearest neighbors.

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The Study on the Korean Traditional Medical Treatment and System of Collaborative Practice Between Korean Traditional Medicine and Western Medicine for Dementia: Based on Analysis of Questionnaire Survey in Professional Group (치매의 한방치료와 한양방 협진치료에 관한 전문가 집단 설문연구)

  • Lee, Go-Eun;Jeon, Won-Kyung;Heo, Eun-Jung;Yang, Hyun Duk;Kang, Hyung-Won
    • Journal of Oriental Neuropsychiatry
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    • v.23 no.4
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    • pp.49-68
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    • 2012
  • Objectives : Recently, the elderly population and dementia prevalence have been rapidly increasing in Korea. Dementia is a concept of syndrome composed of characteristic symptoms. However, there have been no approved treatments for dementia with proven efficacy. Therefore, we investigated Korean traditional treatment being used in clinic and collaborative practice for dementia in the professional group. Methods : We conducted a survey using questionnaires to professors of oriental neuropsychiatry for a month. Items of the questionnaire consisted of overall Korean traditional medical treatment for dementia, which included herbal medicine, acupuncture, moxibustion, cupping, psychotherapy and others. Results : 1. It was shown that Yukmijihwangtanggamibang, Jowiseungcheongtang, Seonghyangjeonggisan have been used the most in herbal medicine. 2. Chechim, Saamchimbeop, and scalp acupuncture have been used the most in acupuncture treatment. 3. In Korean traditional psychotherapy, Ijeongbyeongi, Jieongoronyobeop, Gigongyobeop have been used, and effective in anxiety, agitation, improvement of comprehension for caregiver and environment. 4. Most professors answered that collaborative practice between Korean traditional medicine and western medicine has been needed for dementia. They suggested that herbal medicine, followed by acupuncture, and moxibustion can be used with western medicine simultaneously. Conclusions : The survey revealed that professors use herbal medicine and acupuncture as main treatments for dementia. They share perspective regarding the need of long period to treat dementia patients, and there are needs of collaborative practice for dementia.