• Title/Summary/Keyword: 탐색학습

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Personalized web searching with Reinforcement Learning (강화학습을 사용한 개인화된 웹 검색)

  • 이승준;장병탁
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2001.12a
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    • pp.259-262
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    • 2001
  • 본 논문에서는 사용자의 취향에 맞춰 특정 웹 문서를 탐색하는 개인화된 웹 검색기의 구현을 다룬다. 사용자의 취향은 사용자의 직접적인 평가와 사용자의 검색 과정을 통해 얻어지는 간접적인 평가를 사용한 강화 학습을 사용하여 학습된다. 웹 문서의 검색은 사용자의 취향과 현재 문서와의 관련 도를 보상으로 사용한 강화 학습을 통하여 이루어진다.

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Exploring 6th Graders Learning Progression for Lunar Phase Change: Focusing on Astronomical Systems Thinking (달의 위상 변화에 대한 초등학교 6학년 학생들의 학습 발달과정 탐색: 천문학적 시스템 사고를 중심으로)

  • Oh, Hyunseok;Lee, Kiyoung
    • Journal of the Korean earth science society
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    • v.39 no.1
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    • pp.103-116
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    • 2018
  • The purpose of this study was to explore $6^{th}$ graders learning progression for lunar phase change focusing astronomical systems thinking. By analyzing the results of previous studies, we developed the constructed-response items, set up the hypothetical learning progressions, and developed the item analysis framework based on the hypothetical learning progressions. Before and after the instruction on the lunar phase change, we collected test data using the constructed-response items. The results of the assessment were used to validate the hypothetical learning progression. Through this, we were able to explore the learning progression of the earth-moon system in a bottom-up. As a result of the study, elementary students seemed to have difficulty in the transformation between the earth-based perspective and the space-based perspective. In addition, based on the elementary school students' learning progression on lunar phase change, we concluded that the concept of the lunar phase change was a bit difficult for elementary students to learn in elementary science curriculum.

Exploring Consideration Factors and Improvement Suggestions for Operating Effective Synchronous Online Education in College: Focusing on Learners' Experience and Perception (대학 실시간 온라인 교육의 효과적인 운영을 위한 고려요소 및 개선방안 탐색: 학습자 경험과 인식을 중심으로)

  • Han, Hyeong-Jong
    • Journal of Digital Convergence
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    • v.18 no.12
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    • pp.69-79
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    • 2020
  • This study is to explore factors to consider for effective operation of synchronous online education in college. Synchronous online education is expanding in higher education. However, there is insufficient to comprehensively identify key components based on the learners' experience and perception. Using qualitative analysis on content of group interview and multidimensional scale analysis, the experience and perception of learners were identified. For the effective operation, interaction should be considered important, and rapport between learners needs to be built. In addition to improving the system in which activity tools are integrated, instructors should play mainly facilitator role, and learners have to manage the environment for immersion. For the types of online education, learners were divided into the dimension of 'activity' and 'temporality'. Further, it is to develop optimized design strategies considering its characteristics.

Exploratory Study on Application of PBL at Global TVET (글로벌 TVET에서의 PBL 적용에 대한 탐색적 연구)

  • Mi Hwa Kim
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.1
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    • pp.571-577
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    • 2024
  • This study was conducted to explore the effectiveness of PBL application at Technical and Vocational Education and Training. PBL was applied to the course of the A University's global TVET and these PBL classes were organized and operated for 8 weeks. After that, written interviews and surveys were conducted and the results were analyzed. Learners responded positively to their satisfaction and engagement to the PBL experience and also presented that they felt that communication skills and problem-solving skills were cultivated through self-directed learning process and team activities. Through the above research results, the precedence of content analysis and learner analysis, related support for the spread of PBL application in TVET, and support to strengthen teaching competency on PBL at TVET were proposed.

Exploration of Duty System and Needs Assessment in Lifelong Learning Counseling Practice (평생교육 담당자의 평생학습상담 직무 탐색 및 요구도 분석)

  • Jo, Eun-San;Yun, Myung-Hee;Ku, Kyung-Hee
    • Journal of vocational education research
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    • v.35 no.6
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    • pp.65-84
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    • 2016
  • This study aims to explore the duty system of the lifelong learning counseling, and to analyze the needs of counseling practice which are conceived by lifelong education practitioners. Based on the related prior studies, the duty system of lifelong learning counseling was investigated and classified. Also, differences of how to recognize the importance of counseling job and how to practice counseling are assessed by Borich method. After data were collected by practitioners from lifelong education field, the dependent t-test and the Borich needs assessment formula were used for analysis of the collected data. The results are as follows: the 4 subdivided duties of lifelong learning counseling are formation of relationship, learner's analysis, learning promotion, and follow-up management. The 11 tasks are learner's interview, providing learning information, analysis of learner's characteristics and needs, learning level diagnosis, diagnosis of learning inhibiting factors, promotion of learning motivation, advice of learning course and learning method, support of study circle activity, career planning counseling, follow-up counseling, and counseling evaluation. According to the needs assessment, learner's analysis is conceived as the most important duty among the 4 sub-duties, and learner's analysis is regarded as second important duty by the counseling practitioners. Among the 11 tasks, providing learning information is the most important tasks among counseling practitioners, and analysis of learner's characteristics and needs is followed as second task. The duty system of the lifelong learning counseling and needs assessment data can be used as the basic data for lifelong education practitioners to conduct the duty of lifelong learning counseling efficiently and to support the lifelong learning plan according to learner's characteristics.

Social Annotation and Navigation Support for Electronic Textbooks (전자책 환경을 위한 사회적 어노테이션 및 탐색 지원 기법)

  • Kim, Jae-Kyung;Sohn, Won-Sung
    • Journal of Korea Multimedia Society
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    • v.12 no.10
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    • pp.1486-1498
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    • 2009
  • Modem efforts on digitizing electronic books focus on preserving authentic image representation of the original sources. Unlike the text-based format, it is difficult to recognize the information in the image, so the new format requires new tools to help users to access, process, and make sense of digital information. This paper presents an approach which assists users of these image sources by giving them a combination of annotation and social navigation support. Especially in the education domain, the proposed technique improves the usability of online education system. This approach is currently fully implemented and under evaluation in a classroom study.

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Detecting types for the influence of math teaching methods perceived by high school students on math self-efficacy: Using REBUS-PLS (고등학생이 지각한 수학 수업방식이 수학자기효능감에 미치는 영향력에 대한 유형탐색: REBUS-PLS를 적용하여)

  • Song, Hyo Seob;Jung, Hee Sun
    • The Mathematical Education
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    • v.61 no.4
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    • pp.613-629
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    • 2022
  • This study explored the heterogeneous latent group on the influence of the learner's perceived math teaching method(instructor-centered, learner-centered) on math self-efficacy. In order to profile the characteristics of the detected latent group, the distribution of variables was confirmed, and multi-group analysis was conducted by SEM. According to the analysis results, two latent groups were detected, and the instructor-type group and the learner-type group were named. As a result of post-hoc analysis, the perception of instructor-centered classes and learner-centered classes, and the perception of math teaching ability were similar between the instructor-type and the learner-type group. But the instructor-type group had higher math self-efficacy, math interest, and math class engagement than the learner-type group. Also, in the instructor-type group, the effect of perception of math teaching ability on math self-efficacy and math class engagement was greater than that of the learner-type group. Whereas, in the learner-type group, the effect of math interest on math self-efficacy and math class engagement was greater than that of the instructor-type group. This study presented a new research method on the influence of math teaching methods on learners by applying the REBUS-PLS method.

Usability Evaluation of Aggregator-supplied Full-text Database (수집자공급형 학술정보데이터베이스의 사용성 평가에 관한 연구)

  • Kim, Jong-Ae
    • Journal of Korean Library and Information Science Society
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    • v.40 no.2
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    • pp.223-242
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    • 2009
  • This is an exploratory study targeting initial users to evaluate the usability of an aggregator-supplied full-text database and to analyze the differences in task performance and perceptions based on participant characteristics. The differences in completion time and perceptions on ease of use, terminology, subject categories and satisfaction were analyzed based on the participant characteristics such as Kolb learning style, gender and participation in user instruction on full-text databases. The results indicated that there was a statistically significant difference in completion time based on the Kolb learning style. Also a statistically significant difference was found in perceptions on ease of use and terminology based on gender. However no statistically significant difference was found in perceptions on the usability of the database based on the participation in user instruction.

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An Exploratory Study on the Taxonomy of Technological Learning Processes in Korean Firms: Focused on the Integrative Organizational Learning Theory (한국기업의 기술학습과정 유형의 도출에 관한 탐색적 연구: 통합적 관점의 조직학습이론을 중심으로)

  • Bong Sun-Hark
    • Journal of Korea Technology Innovation Society
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    • v.9 no.1
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    • pp.149-174
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    • 2006
  • Although conceptual and empirical researches on the technological learning is increasing rapidly, a few empirical researches of technological learning processes have been undertaken, taking into account a reality of learning processes of a firm. In order to analyze the learning processes of technological knowledges, based on integrative organizational learning theory, this study investigated technological learning processes by analyzing 13 technology development projects of one company with case study research design. Results of the empirical analyses suggested two taxonomy of technological learning processes. First are tour group of technological learning processes derived by the dimension of flow of cognitive and behavioral learning which is explained by the technological competency level of a firm. The other is two group of technological learning processes derived by the dimension of relative difficulty of cognitive and behavioral learning which is explained by the technology characteristics. Finally, the managerial implications for effective management of technological learning and limitations are discussed.

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Exploring on Digital Textbooks for Teachers and Students (교사와 학습자를 위한 디지털 교과서에 대한 탐색적 연구)

  • Kim, Hye Jeong;Lim, Heui-Seok
    • Journal of Digital Convergence
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    • v.11 no.2
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    • pp.33-42
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    • 2013
  • The study looks for keys to provide development direction of digital textbooks based on educational meaning and roles for increasing satisfaction of teacher and student uses in educational activities. In the paradigm shift toward learner-centered pedagogy, digital textbooks have been actively discussed in exploiting the pedagogical ideas, such as multimedia learning, self-regulated learning, deeper learning, and collaborative learning, offered by the technology. In the study, we discuss the concept and historical background of digital textbooks based on the changes of pedagogical paradigm, and then we discuss fundamental functionality, effectiveness, physical and psychological impact, and cognitive aspects to empower the use of digital textbooks in public education system.