• Title/Summary/Keyword: research topics

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Social Network Analysis of TV Drama via Location Knowledge-learned Deep Hypernetworks (장소 정보를 학습한 딥하이퍼넷 기반 TV드라마 소셜 네트워크 분석)

  • Nan, Chang-Jun;Kim, Kyung-Min;Zhang, Byoung-Tak
    • KIISE Transactions on Computing Practices
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    • v.22 no.11
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    • pp.619-624
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    • 2016
  • Social-aware video displays not only the relationships between characters but also diverse information on topics such as economics, politics and culture as a story unfolds. Particularly, the speaking habits and behavioral patterns of people in different situations are very important for the analysis of social relationships. However, when dealing with this dynamic multi-modal data, it is difficult for a computer to analyze the drama data effectively. To solve this problem, previous studies employed the deep concept hierarchy (DCH) model to automatically construct and analyze social networks in a TV drama. Nevertheless, since location knowledge was not included, they can only analyze the social network as a whole in stories. In this research, we include location knowledge and analyze the social relations in different locations. We adopt data from approximately 4400 minutes of a TV drama Friends as our dataset. We process face recognition on the characters by using a convolutional- recursive neural networks model and utilize a bag of features model to classify scenes. Then, in different scenes, we establish the social network between the characters by using a deep concept hierarchy model and analyze the change in the social network while the stories unfold.

The Adoption of New Service-Deliverly Channel under the Multi-channel Usage (다채널 이용 상황에서 신규 서비스채널의 수용에 관한 연구)

  • Kim, Hyun-Cheol;Han, Jang-Hui;Choi, Ji-Ho
    • Journal of Distribution Research
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    • v.12 no.2
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    • pp.23-49
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    • 2007
  • Recently, mobile marketing is becoming one of the major topics of interest to the marketing discipline. Emerging from rapid developments in mobile technology, it has created opportunities for new and innovative mobile services. Also, it is enabling to conduct always-on connections that consumers can interact anytime and anywhere. Especially, mobile devices place themselves to the core means of mobile-commerce which to execute a function as a distribution channel in mobile environments. Although the adoption researches about innovative services or technologies had executed in marketing areas over the past decades, most researches just expanded or modified existing theories and explanation models. There has been little study on the comprehensive and systematic review of adoption process. Therefore, it deserves to be considered prior usage experiences of the existing channels(CL) and attractiveness of the new channel(CLalt) based on social exchange theory. In order to address this void, this study unifies components of perceived attributes in the each dimensions (ie. benefit, cost, and risk dimensions) and explores prior usage experiences of the existing channels on adoption intention in electronic financial service channels through developing comprehensive model and employing empirical test for the hierarchy of effects model. Based on these empirical results, this study suggests managerial implications for new channel management in electronic financial service areas by focusing on the prior usage experiences of the existing objects on adoption intention and perceived attributes of ubiquitous-based mobile service channel.

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Planning Indicators for Spatial Characteristics Evaluation of Urban Public Space - the Weight Analysis for Activation of Public Space (도시 공공공간의 공간적 특성 평가를 위한 계획 지표 연구 - 공공공간 활성화를 위한 중요도 분석)

  • Lee, Hoon-Gill;Lee, Joo-Hyung
    • The Journal of the Korea Contents Association
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    • v.15 no.9
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    • pp.588-598
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    • 2015
  • This study derives planning items and indicators that should be considered in order to activate public space in terms of the spatial characteristics of the public space was to analysis the importance in the public officials/academics and practitioners side. Derived in accordance with spatial planning topics characteristic of public space through previous research to them and after a detailed selection indicators in Christopher Alexander's Pattern Language was so lead through the FGI. Derived surface was subjected to the significance analysis AHP through the survey expert. For this study, the importance of the spatial characteristics of the public space are working professionals accessibility, publicity, connectivity, spatiality, amenity, placeness the order, public officials/academics accessibility, amenity, placeness, connectivity, spatiality, publicity the order. In addition, professionals working in the comprehensive analysis of the most important priority was to recognize the hierarchy of open space, public officials/academics appeared to have an open space on the street the most important. The results obtained in this study will be used as an index that can be used in planning and evaluation for consideration of the next active public space.

The Influence of School Library Use Motivation on the Library Service Quality Perception: A Study Based on Self-Determination Theory (학교도서관 이용동기가 도서관 서비스품질인식에 미치는 영향: 자기결정성 이론(self-determination theory) 기반 연구)

  • Lee, Sung In;Park, Ji-Hong
    • Journal of the Korean Society for information Management
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    • v.37 no.1
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    • pp.51-78
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    • 2020
  • Recently, the emphasis on self-directed learning and lifelong education is increasing the importance of school libraries in the curriculum. Accordingly, various studies have been conducted mainly from a structural, institutional and operational point of view. However, more research is necessary on the micro topics such as school library users' autonomous intrinsic motivations in the sense that school libraries play key roles in autonomy-based self-directed education. This study aims at finding out what types of school library use motivations are more important and the degree to which the use motivations affect the school library service quality based on the self-determination theory. In addition, this study examines how the use motivations and the perceived service quality vary depending on the school grade of the library users. Based on a focus-group-interview pilot study, a questionnaire survey was administered on the effects of school library motivations on perceived library service quality to 588 students from 5 high schools and 2 middle schools in Seoul. When the service quality and its components, service affect, information control, and library as place were set as dependent variables, in all these four cases, intrinsic motivations were more significant than extrinsic motivations. In addition, when middle school students and high school students were selected as separate analysis target groups, the results of both analyses show that the higher the intrinsic motivations were, the higher the perceived service quality was. The contribution of this study is that it applies the self-determination theory to school library service, measures the influence of motivation type based on the theoretical basis, and focuses on micro aspects to improve school library services.

A Study on the Research Trends in Fintech using Topic Modeling (토픽 모델링을 이용한 핀테크 기술 동향 분석)

  • Kim, TaeKyung;Choi, HoeRyeon;Lee, HongChul
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.11
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    • pp.670-681
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    • 2016
  • Recently, based on Internet and mobile environments, the Fintech industry that fuses finance and IT together has been rapidly growing and Fintech services armed with simplicity and convenience have been leading the conversion of all financial services into online and mobile services. However, despite the rapid growth of the Fintech industry, few studies have classified Fintech technologies into detailed technologies, analyzed the technology development trends of major market countries, and supported technology planning. In this respect, using Fintech technological data in the form of unstructured data, the present study extracts and defines detailed Fintech technologies through the topic modeling technique. Thereafter, hot and cold topics of the derived detailed Fintech technologies are identified to determine the trend of Fintech technologies. In addition, the trends of technology development in the USA, South Korea, and China, which are major market countries for major Fintech industrial technologies, are analyzed. Finally, through the analyses of networks between detailed Fintech technologies, linkages between the technologies are examined. The trends of Fintech industrial technologies identified in the present study are expected to be effectively utilized for the establishment of policies in the area of the Fintech industry and Fintech related enterprises' establishment of technology strategies.

A Study on Regulatory Law for Management System of Combined Medical Device (결합 의료기기 관리제도의 규제관련 법률에 관한 연구)

  • Choi, Yong Jun;Choi, Mi Lim;Lee, Jeong Chan;Jung, Yong Gyu
    • Journal of Service Research and Studies
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    • v.4 no.2
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    • pp.1-10
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    • 2014
  • According to recent trends in technological advances and globalization, medical device industry may improve the constitution to meet worldwide medical equipment management system. Also it is holding a strand of mitigation to reach the level of international regulation. In addition, recent legislation tends are to stay limited ranges of industry regulations at least and take as open attitude for integration of new technologies combined medical devices. A greater environmental risk is not likely to work in medical technology, Combinded medical device is used as close to zero risk in most of the human body, which is classified as Class 1. Even medical device such as little or no risk in handling, it is possible to minimize the unnecessary administrative power and a waste of time to occur. For the medical device may be improving people's choices and access, medical equipment operator is expanding to include dealers, because this will be exalted to particular area of the business of the company. In this paper, we investigate the legal prerequisites for the establishment of a medical device. And propose improved regulations in topics in order to facilitate the repair and distribution markets for fair trade.

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Health Information Manager's Role in IT-Based Medical Environment (IT기반 의료 환경에서 보건정보관리자의 역할)

  • Jeon, Yun-Hee
    • Journal of Digital Convergence
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    • v.11 no.6
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    • pp.213-219
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    • 2013
  • The purpose of this study is to suggest a plan for which Medical Record Technician, who has main task as efficient creation and management of medical information, is changed successfully to health information manager in IT-based medical environment. According to this research objective, it carried out an analysis on future model(To-be) for being changed into health information manger in addition to analysis of the current situation for task as medical record technician. The subject materials of analyzing the present status included 1) state-exam subjects for medical record technician 2) qualification examination subjects for health information manger 3) analytical data of the current task for domestically medical record technicians 4) symposiums and educational topics for the recent 3 years in Korean Medical Record Association. Future-model(To-be) data included 'HIM Professional Roles in E-HIM (R)' suggested by AHIMA(American Health Information Management Association). Through a comparative analysis of these materials, a role of being needed currently medical record technicians' new entry was analyzed to be Business change manager, IT training specialist, Consumer advocate, Clinical alerts and reminders manager, and Enterprise application specialist.

The Content Analysis about Body Image in Adolescents of the Textbooks of Home Economics Education (가정과 교과서에 나타난 청소년의 신체이미지 내용 분석)

  • Lee, Hye-jin;Lee, Yuri
    • Journal of Korean Home Economics Education Association
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    • v.28 no.1
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    • pp.87-104
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    • 2016
  • The purpose of this study is to suggest a pedagogic direction of home economics education that can form body image which organize self-concept of adolescents positively. To achieve this purpose, the study suggested a body image formation model of adolescents that can be applied to home economics education, and based on this formation model, analyzed contents on body image of current 12 textbooks of home economics education. The main results of this study are summarized as follows: First, to analyze textbook through body image formation model of adolescents, educational contents about body image were categorized into 4 constructs with 8 sub-categories. Second, we found the current textbooks about the child and family life field, food and dietary life field, and clothing life, are handling topics regarding body image formation model of adolescents, such as concepts and components of body image and antecedents and outcomes of body image. We conclude that although the current textbooks handles contents on body image of adolescents, those contents are sporadically presented across the three fields without an integrated perspective. Home Economics, as an entity of educating adolescents' self-esteem through daily life activities, needs to have a topic-oriented approach in developing a curriculum.

The Effectiveness of Purdue GERI Program on Science Learning and Creativity Development of Korean Gifted Students (미국 퍼듀대학 하계 GERI (Gifted Education Resource Institute) 프로그램에 참가한 한국 영재 학생들의 과학 학습과 창의성 개발에 대한 효과 분석)

  • Chae, Dong-Hyun;Kwon, Kyong-Ah;Son, Yeon-A
    • Journal of Korean Elementary Science Education
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    • v.25 no.3
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    • pp.296-306
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    • 2006
  • The purpose of this study is to examine the effectiveness of the summer enrichment programs on Korean gifted students' science learning and creativity development. This program is organized by Purdue University Gilled Education Resource Institute (GERI) in U.S.A. Researchers conducted semi-structured interview with 6 Korean students and observed 12 Korean students and GERI teachers for teacher-student interaction and teaching strategies during science-related classes. From the results, GERI program developed from Purdue 3 stage enrichment model that emphasizes creative teaching strategies, group discussions, and individual research were effective to foster creative thinking of Korean gilled students. Despite their language barriers, Korean gilled students found GERI program experience fun, creative, easy, relaxing, and thereby satisfying for their psychological and academic needs. They expected the level of stimulation in GERI program to be higher and the class to be organized more systematically; however, they reported that the broad range of topics and diverse content of GERI classes helped them develop creativity more than Korean classes. These findings will make contribution to the improvement of the quality of gifted education curriculum and programming in Korea.

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A Comparative Study on Science Textbooks for Primary and Secondary Education in Korea and Japan - Focusing on the Field of Physics - (한국과 일본의 초.중.고등학교 과학 교과서 비교 연구 -물리 영역을 중심으로-)

  • Shim, So-Jin;Choe, Young-Joon
    • Journal of The Korean Association For Science Education
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    • v.25 no.4
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    • pp.480-493
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    • 2005
  • The development of modem technology made people more aware of the importance of science education, which was followed by research on textbooks based on the new curriculum. This study compared physics textbooks that were published after the new curriculum started in 2000 and 2002 in Korea and Japan, respectively, and aimed to become a reference for further improvement of science curriculum and textbook reform. The results were as follows : 1. The number of teaching topics in Korean science textbook is greater than those in Japan. 2. In detail, the field of physics appeared to be relatively more important in Korea's textbooks, while it was the field of biology that was given more weight in textbooks in Japan. 3. The textbooks in Korea and Japan covered in more detail the concepts of 'power and energy' and 'electricity and magnetism', respectively. 4. The textbooks in Korea introduced the contents of magnetism initially, whereas their counterparts in Japan, the contents of light. As a whole, the contents of the science textbooks in Korea and Japan were very similar. However, more detailed concepts were included in Korea's textbooks, and therefore, Korea's textbooks seemed to have richer contents than Japan.