• Title/Summary/Keyword: continual learning

Search Result 38, Processing Time 0.029 seconds

Continual Learning using Data Similarity (데이터 유사도를 이용한 지속적 학습방법)

  • Park, Seong-Hyeon;Kang, Seok-Hoon
    • Journal of IKEEE
    • /
    • v.24 no.2
    • /
    • pp.514-522
    • /
    • 2020
  • In Continuous Learning environment, we identify that the Catastrophic Forgetting phenomenon, which forgets the information of previously learned data, occurs easily between data having different domains. To control this phenomenon, we introduce how to measure the relationship between previously learned data and newly learned data through the distribution of the neural network's output, and how to use these measurements to mitigate the Catastrophic Forcing phenomenon. MNIST and EMNIST data were used for evaluation, and experiments showed an average 22.37% improvement in accuracy for previous data.

A Study on Actual Conditions and Awareness of High School Students' Mobile Learning (고등학생의 모바일 러닝 실태 및 인식 분석)

  • Cho, Kyoo-Lak
    • The Journal of Korean Association of Computer Education
    • /
    • v.15 no.6
    • /
    • pp.53-64
    • /
    • 2012
  • This study was to compare and analyze actual conditions and awareness of high school students' mobile learning. Survey was used as a research method and percentile, t-test and F-test were conducted for the statistical analyses. Results revealed that in the case of actual conditions on mobile device and mobile learning, slight differences were shown in various sub-variables, depending on independent variables (gender, grade, track); year 2010 can be the most important year for the mobile learning; high school students seldom utilize mobile learning in a small piece of time; mobile learning using Apps was not widespread yet. In the case of awareness of mobile learning, statistically significant differences were found in the use capacity of mobile devices, the increase of learning performance, and the continual interests of mobile devices.

  • PDF

A Study on Priority for Success Factors for Chatting Service of Cyber University and Implementation of Chatting Service

  • Lee, Min Jung;Lim, Hyo Yeon
    • Journal of the Korea Society of Computer and Information
    • /
    • v.23 no.11
    • /
    • pp.151-158
    • /
    • 2018
  • As the competition of 21 cyber universities in Korea has been on a continual increase, they are focusing on improving the quality of the e-learning education in cyber universities. In this study, we intended to derive the failure factors of the previous chatting system in the 2010s and the success factors from previous studies. Next, we identified priorities among five factors(Reliability, UI Convenience, Usability, Network effect, Operational policy) using AHP and the practical ways to implement the chatting service. We applied the chatting system to all the curriculums of S cyber university. Our study finds that the chat service affects the satisfaction of education. Finally, we propose the utilization plan to improve the e-learning education of cyber university through the findings of this research.

The effects on academic achievement and satisfaction of the reciprocal peer tutoring in university calculus (대학 미분적분학에서 상호 동료 교수법이 학업성취도 및 학습만족도에 미치는 영향)

  • Choi, Wonyoung;Kim, Haekyung
    • The Mathematical Education
    • /
    • v.53 no.2
    • /
    • pp.263-274
    • /
    • 2014
  • The purposes of the study are to investigate the effects on academic achievement and satisfaction of the reciprocal peer tutoring in university calculus. First, we classified the test group and the control group and then applied the reciprocal peer tutoring to the test group. According to results, the reciprocal peer tutoring is very effective in improving academic achievement. Second, the pre-survey and the post-survey were conducted to the test group. The survey contains five categories including 1) background of the participants, 2) learning objectives and expectation, 3) the intention of the continual learning Mathematics, 4) the individual self-efficacy, and 5) general Mathematics learning satisfaction. We found some facts from the difference between the pre and post surveys. The learning satisfaction has improved after the reciprocal peer tutoring in the test group. Even though this trend has not changed regardless of sex, high school levels and teaching understanding.

Evaluating the Impact of Training Conditions on the Performance of GPT-2-Small Based Korean-English Bilingual Models

  • Euhee Kim;Keonwoo Koo
    • Journal of the Korea Society of Computer and Information
    • /
    • v.29 no.9
    • /
    • pp.69-77
    • /
    • 2024
  • This study evaluates the performance of second language acquisition models learning Korean and English using the GPT-2-Small model, analyzing the impact of various training conditions on performance. Four training conditions were used: monolingual learning, sequential learning, sequential-interleaved learning, and sequential-EWC learning. The model was trained using datasets from the National Institute of Korean Language and English from BabyLM Challenge, with performance measured through PPL and BLiMP metrics. Results showed that monolingual learning had the best performance with a PPL of 16.2 and BLiMP accuracy of 73.7%. In contrast, sequential-EWC learning had the highest PPL of 41.9 and the lowest BLiMP accuracy of 66.3%(p < 0.05). Monolingual learning proved most effective for optimizing model performance. The EWC regularization in sequential-EWC learning degraded performance by limiting weight updates, hindering new language learning. This research improves understanding of language modeling and contributes to cognitive similarity in AI language learning.

A Comparative Review between the English Language Programs of Maritime Institutes in Korea and Europe

  • Davy, James G.;Noh, Chang-Kyun
    • Journal of Navigation and Port Research
    • /
    • v.35 no.9
    • /
    • pp.721-727
    • /
    • 2011
  • This paper compares the English language programs of two maritime institutes in very different parts of the world, South Korea and Belgium. It will show that although both institutes comply with the minimum standard set by the STCW Code issued by the IMO, course contents and requirements can vary greatly. Method of class delivery, choice of learning tools and testing will be examined to illustrate some of these differences. This paper will show that in order to train new seafarers in the best possible way that will fulfill the IMO mandate of Safer Shipping and Cleaner Oceans, continual review and development of course curriculum should be an ongoing process that focusing on encouraging cadets to communicate in a targeted, efficient and professional way within a nautical context. This paper will show by comparison the huge potential that the Korean Maritime English program has for positive change and growth.

Case Study on the Implementation of the Department of Early Childhood Education in a Cyber University (사이버대학교 유아교육학과의 강의 운영에 관한 사례연구 - H 사이버 대학교 '유아창의성교육' 수업 운영을 중심으로 -)

  • Kwon, Young-Ihm
    • Journal of the Korean Home Economics Association
    • /
    • v.45 no.3
    • /
    • pp.87-96
    • /
    • 2007
  • In order to efficiently improve teaching and learning methods of the department of Early Childhood Education in cyber universities, this research analysed and assessed the problems of the current situation of lectures of the department of early childhood education. Firstly, this research examined the characteristics of cyber-education and the lecturer's role in it. Secondly, the types and status of management of online-lectures were investigated. Finally, the student management and the variety of interaction taking place online were examined. The plan to vitalize the cyber-education of early childhood education that was suggested in this study was mainly focused on developing excellent educational contents and continual research of cyber-education's method of teaching and learning. Then for the activation of online interaction, technological support and teaching strategies are needed to activate online interaction.

Organisational Change, Learning and the Usage of Space: the Case of Samsung Electronics Company (기업의 조직변화와 학습의 공간성: 삼성전자의 사례)

  • Lee, Jong-Ho
    • Journal of the Korean association of regional geographers
    • /
    • v.8 no.3
    • /
    • pp.396-411
    • /
    • 2002
  • This paper aims to explore organisational change and learning involving spatial processes and outcomes. In particular, it focuses on the context specific nature of corporate learning and organisational change that can be found in the case of a large Korean firm facing radical economic change. Drawing on the case study of a large Korean firm, the Samsung Electronics Company, three main claims can be followed. First, territorial sources of learning influence the way in which the firm makes use of space/place. Second, corporate learning practices, however, are not based merely on specific localised sources or geographical proximity but on bringing together the local and the global sources by harnessing the properties of relational proximities. It reveals that firms are concerned less on specialising specific local knowledge than promoting organisational knowledge and competences by integrating a variety of knowledge distributed in and out of the boundaries of the firm. Finally, to learn and innovate in a continual basis, firms would attempt to combine codified knowledge with tacit knowledge.

  • PDF

Another discovery in the technology-based classroom : Joy's Similar Quadrilaterals (테크놀로지 환경에서의 수학적 발견 탐구학습 : Joy의 닮은 사격형)

  • Jung, In-Chul
    • Journal of the Korean School Mathematics Society
    • /
    • v.8 no.3
    • /
    • pp.411-422
    • /
    • 2005
  • Along with the continual debate relating to the use of technology, especially since LOGO in 1980, technology has always been the issue to the society of mathematics education about what is the role of technology in teaching and learning, how it can facilitate for the better understanding of learners, especially what we can do more with it comparing to the traditional teaching and learning environments. Here I propose a way of using technology[GSP] for creative exploration, which makes it possible to extend our knowledge that leads to new discovery.

  • PDF

Effective Learning Tasks and Activities to Improve EFL Listening Comprehension

  • Im, Byung-Bin
    • English Language & Literature Teaching
    • /
    • no.6
    • /
    • pp.1-24
    • /
    • 2000
  • Listening comprehension is an integrative and creative process of interaction through which listeners receive speakers' production of linguistic or non-linguistic knowledge. Compared with reading comprehension, it may arouse difficulties and thus impose more burdens on foreign learners. The Audio-Lingual Method focused primarily on speaking. Mimicry, repetition, rote memory, and transformation drills actually interfered with listening comprehension. So learners lost interest and were not highly motivated. Improving listening comprehension requires continual attentiveness and interest. Listening skill can be extended systematically only when students are frequently exposed to a wide range of listening materials with an affective, cultural, social, and psycholinguistic approach. Therefore, teachers should help students learn how to comprehend intactly the overall meaning of intended messages. The literature on teaching listening skill suggests various useful activities: TPR, dictation, role playing, singing, picture recognition, completion, prediction, seeking specific information, summarizing, labeling, humor, jokes, cartoons, media, and so on. Practical classroom teaching necessitates a systematic procedure in which students should take part in meaningful tasks/activities. In addition to this, learners must practice listening comprehension trough a self-study process.

  • PDF