• Title/Summary/Keyword: active learning

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Active Shape Model-based Objectionable Image Detection (활동적 형태 모델을 이용한 유해영상 탐지)

  • Jang, Seok-Woo;Joo, Seong-Il;Kim, Gye-Young
    • Journal of Internet Computing and Services
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    • v.10 no.5
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    • pp.183-194
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    • 2009
  • In this paper, we propose a new method for detecting objectionable images with an active shape model. Our method first learns the shape of breast lines through principle component analysis and alignment as well as the distribution of intensity values of corresponding landmarks, and then extracts breast lines with the learned shape and intensity distribution. To accurately select the initial position of active shape model, we obtain parameters on scale, rotation, and translation. After positioning the initial location of active shape model using scale and rotation information, iterative searches are performed. We can identify adult images by calculating the average of the distance between each landmark and a candidate breast line. The experiment results show that the proposed method can detect adult images effectively by comparing various results.

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Schisantherin B Improves the Pathological Manifestations of Mice Caused by Behavior Desperation in Different Ages-Depression with Cognitive Impairment

  • Xu, Mengjie;Xiao, Feng;Wang, Mengshi;Yan, Tingxu;Yang, Huilin;Wu, Bo;Bi, Kaishun;Jia, Ying
    • Biomolecules & Therapeutics
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    • v.27 no.2
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    • pp.160-167
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    • 2019
  • Depression is a major mood disorder. Abnormal expression of glial glutamate transporter-1 (GLT-1) is associated with depression. Schisantherin B (STB) is one bioactive of lignans isolated from Schisandra chinensis (Turcz.) Baill which has been commonly used as a traditional herbal medicine for thousands of years. This paper was designed to investigate the effects of STB on depressive mice induced by forced swimming test (FST). Additionally, we also assessed the impairment of FST on cognitive function in mice with different ages. FST and open field test (OFT) were used for assessing depressive symptoms, and Y-maze was used for evaluating cognition processes. Our study showed that STB acting as an antidepressant, which increased GLT-1 levels by promoting PI3K/AKT/mTOR pathway. Although the damage is reversible, short-term learning and memory impairment caused by FST test is more serious in the aged mice, and STB also exerts cognition improvement ability in the meanwhile. Our findings suggested that STB might be a promising therapeutic agent of depression by regulating the GLT-1 restoration as well as activating PI3K/AKT/mTOR pathway.

A case study on active aging policies and programs of middle-aged and elderly people at The Seoul50Plus Foundation (중장년층의 활동적 노화 정책 및 사업 연구: 서울특별시50플러스 사례를 중심으로)

  • Joo, Yong-kook;Shin, Min-ju
    • 한국노년학
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    • v.40 no.2
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    • pp.269-289
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    • 2020
  • The purpose of this study was to analyze the policy and programs of the Seoul50Plus Foundation and to propose policies and programs to promote active aging of middle-aged and elderly people. A single case study was utilized as a research method. The analysis framework of case was approached with four frameworks: the context of policy and program, ideology-goal analysis of policy and program, supplier and customer analysis of policy and program, and process and domain analysis of policy and program. The analysis data included the homepage content of the Seoul50Plus Foundation, related 50+ policy and program data, active aging research papers at home and abroad, and presentation and meeting materials. The results of the research showed that the policy and program background and environment were essential elements for responding to environmental changes in the aging society. In terms of the philosophy-goal, job creation, social participation, and approach to life design were systematically carried out for the ideology of 'creating a new life vision' and promoting active aging. In terms of subject-target, the subject of policy implementation is systematically composed of three stages: 50+ foundation, 50+ campus, and 50+ center. The target was limited to 50+ generations(age 50~64) and had a problem that is limited to applicants. In the process-area analysis, programs such as educational support, work and entrepreneurship support, counseling information, and new-age cultural creation activities were designed to increase added value according to the characteristics of the middle-aged people. In conclusion, the future Seoul50Plus Foundation's policy and lifelong learning programs need to be systematically promoted through cooperation with businesses and universities, expanding the target audience, matching the characteristics of the middle-aged and elderly, and linkage among programs.

An Analysis for Deriving New Convergent Service of Mobile Learning: The Case of Social Network Analysis and Association Rule (모바일 러닝에서의 신규 융합서비스 도출을 위한 분석: 사회연결망 분석과 연관성 분석 사례)

  • Baek, Heon;Kim, Jin Hwa;Kim, Yong Jin
    • Information Systems Review
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    • v.15 no.3
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    • pp.1-37
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    • 2013
  • This study is conducted to explore the possibility of service convergence to promote mobile learning. This study has attempted to identify how mobile learning service is provided, which services among them are considered most popular, and which services are highly demanded by users. This study has also investigated the potential opportunities for service convergence of mobile service and e-learning. This research is then extended to examine the possibility of active convergence of common services in mobile services and e-learning. Important variables have been identified from related web pages of portal sites using social network analysis (SNA) and association rules. Due to the differences in number and type of variables on different web pages, SNA was used to deal with the difficulties of identifying the degree of complex connection. Association analysis has been used to identify association rules among variables. The study has revealed that most frequent services among common services of mobile services and e-learning were Games and SNS followed by Payment, Advertising, Mail, Event, Animation, Cloud, e-Book, Augmented Reality and Jobs. This study has also found that Search, News, GPS in mobile services were turned out to be very highly demanded while Simulation, Culture, Public Education were highly demanded in e-learning. In addition, It has been found that variables involving with high service convergence based on common variables of mobile and e-learning services were Games and SNS, Games and Sports, SNS and Advertising, Games and Event, SNS and e-Book, Games and Community in mobile services while Games, Animation, Counseling, e-Book, being preceding services Simulation, Speaking, Public Education, Attendance Management were turned out be highly convergent in e-learning services. Finally, this study has attempted to predict possibility of active service convergence focusing on Games, SNS, e-Book which were highly demanded common services in mobile and e-learning services. It is expected that this study can be used to suggest a strategic direction to promote mobile learning by converging mobile services and e-learning.

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< Modeling Study for Developing Motivational and Cognitive Adaptive Agent >

  • Lee, Woo-Gul;Lee, Myung-Jin;Lim, Ka-Ram;Han, Cheon-Woo;So, Yeon-Hee;Hwang, Su-Young;Ryu, Ki-Gon;Yun, Sung-Hyun;Choi, Dong-Seong;Kim, Sung-Il
    • 한국HCI학회:학술대회논문집
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    • 2006.02a
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    • pp.918-925
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    • 2006
  • Recent development of teachable agent provides learners with active roles as knowledge constructors and focuses on the individualization. The aim of this adaptive agent is not only to maximize the learner's cognitive functions but also to enhance the interests and motivation to learn. In order to establish the relationships among user characteristics and response patterns and to extract the algorithm among variables, we measured the individual characteristics and analyzed logs of the teachable agent named KORI (KORea university Intelligent agent) through the student modeling. A correlation analysis was conducted to identify the relationships among individual characteristics, user responses, and learning outcomes. Among hundreds of possible relationships between numerous variables in three dimensions, nine key user responses were extracted, which were highly correlated with either individual characteristics and learning outcomes. The results suggest that certain type of learner responses or the combination of the responses would be useful indices to predict the learners' individual characteristics and ongoing learning outcome. This study proposed a new type of dynamic assessment for individual differences and ongoing cognitive/motivational learning outcomes through the computation of responses without measuring them directly. The construction of individualized student model based on the ongoing response pattern of the user that are highly correlated with the individual differences and learning outcome may be the useful methodology to understand the learner's dynamic change during learning.

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Implementation and application of music appreciation instruction system in elementary schools (초등학교 음악 감상 학습 시스템 개발 및 적용)

  • Kim, Dong-Il;Park, Sun-Joo
    • Journal of The Korean Association of Information Education
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    • v.6 no.1
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    • pp.42-52
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    • 2002
  • For an effective listening to music, a repeated listening to music should be possible without any restriction of time and space as well as to music for a music class and the various multi-media learning materials for listening to music is required. However, an individualized and repeated listening is difficult and an individualized listening materials are lacking. To solve these problems, learning system for listening to music in elementary school sharing learning materials required for it and including learning factors of listening to music is required. Therefore, this study analyzes learning factors of listening to music in elementary school and the learning system for listening to music is designed and developed to make elementary students have their own active listening to music and feel achievement and confidence by teacher's evaluation of their writings after listening to music and experience a joyful musical activity. And it is applied to elementary school.

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Exploratory Case Study for Developing Contents and Management Strategies of e-Learning on Social Welfare Education (사회복지교육 이러닝 콘텐츠 개발과 운영전략을 위한 탐색적 사례연구)

  • Suh, Sang-Hyun;Kim, Kyo-Jeung
    • The Journal of the Korea Contents Association
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    • v.7 no.7
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    • pp.104-113
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    • 2007
  • The purpose of this study is to develop contents and management strategies of Social Welfare Education e-Learning. For this study, Data were collected from students who were attended to Introduction to Social Welfare e-Learning in K center between first semester, 2006 and first semester, 2007 as well as professors and system operator. It is important meaning to performance as the first empirical study which is on the e-Learning of social welfare studies. As a results, it has been proved that systematic preparation process, study contents which is centered field, active interaction among students, study management in time efficiency, technological supports for system improvement are significant factors on construction and development of Social Welfare e-Learning.

A Case Analysis of Entry in Global Education Market focused on Public Education : The Entry of G-Learning(Game Based Learning) into a Public School System in USA (공교육 중심의 해외 교육시장 진출 사례 분석: G러닝(게임 기반 교수학습 방법)의 미국 공교육 진출)

  • Wi, Jong-Hyun;Won, Eun-Sok
    • International Commerce and Information Review
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    • v.15 no.2
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    • pp.109-128
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    • 2013
  • With the growth of contents business, the expansion of domestic culture contents into global market became active. However, while some field such as game, music and movie have made fine results, education contents has failed to make significant success in global market. Therefore, this study intends to look into a case of Contents Management Institute(CMI), which spread G-Learning into La Ballona Elementary School located in LA. In this case, CMI successfully dealt with diverse difficulties to conduct a G-Learning class in the school and helped to increase students' achievement. Based on analyzing this case, this study suggests three reasons behind the success. First, by separating platform and learning contents in development process, CMI could save the cost in contents development and handle problems swiftly. Second, it could be possible to use human resources efficiently by constucting a support organization. Third, by sharing information and doing persuasion CMI could lead to chain persuasion process among local decision makers.

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Study on Police Officer's Organizational Learning and Maximization Plan within Organization (경찰공무원의 조직학습과 조직내 극대화 방안에 관한 연구)

  • Park, Young-Jin;Cho, Cheol-Kyu;Kim, Pyong-Soo
    • Convergence Security Journal
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    • v.14 no.6_2
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    • pp.15-24
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    • 2014
  • This research aimed at investigating the relation between police officer's organizational learning and organizational effectiveness based on hypothetical model about the influence of police officer's organizational learning on organizational effectiveness. In order to achieve this purpose, the researcher selected 163 police officers as the test group, who are in active service at Gwangju District Police Agency from July 14~August 15, 2013. As the sampling method, the researcher used random sampling method and conducted a survey based on self-administrated method, and the finally analyzed data was analyzed through SPSS for Win Version 17.0 statistical program. The research results are as follows. First, it was comprehended that police officer's higher level of organizational learning influenced organizational commitment more, lower factor of organizational effectiveness, significantly. Second, it was analyzed that police officer's learning ability significantly influenced job satisfaction, lower factor of organizational effectiveness, besides organizational commitment.

A Study on the Use of Web-based, Problem-Based Learning and e-Portfolio for Educating Pre-service Teachers (예비교사 교육을 위한 웹기반 문제중심학습과 e-포트폴리오의 적용에 관한 연구)

  • Kim, Hong-Rae;Kim, Hye-Jeong
    • Journal of The Korean Association of Information Education
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    • v.12 no.2
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    • pp.223-234
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    • 2008
  • Educating qualified elementary school teachers depends on excellent pre-service education. The high quality of education is accomplished by various interactions between teachers and learners, as well as active participation by students. In the present study, online problem-based learning and an e-portfolio were used to examine the effect on the computer-curriculum education to reflect social and individual needs, and to enhance the quality of instruction at universities. Students (n=105) participated in six different problem-based learning sessions. At the same time, they developed Blog e-portfolios as individual and group products, and wrote reflective journals that focused on their learning processes and results. A qualitative analysis method was employed to analyze the reflective journals. The results of the analyses showed the following: 1) Increasing the understanding of the computer-curriculum education, 2) enhancing students' competence in using ICT potentially, 3) cultivating student-centered teaching and learning strategies on ICT, and 4) enhancing competence of future teaching activities through experiencing e-portfolio as a performance-assessment tool.

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