Journal of Educational Innovation Research 2018, Vol. 28, No. 4, pp DOI: * A S
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1 Journal of Educational Innovation Research 2018, Vol. 28, No. 4, pp DOI: * A Study on the Change of Issues with Adolescent Problem by Using Text Mining - The Internet News Articles for the Years 2008 to Purpose: The purpose of this study was to identify issues with adolescent problem, as well as the trend on such issues based on internet articles. Method: The data was collected from Daily Chosun(chosun.com), Dong-A Daily(donga.com), and JoongAng Daily(news.joins.com) which were named as Korea s top 3 news media in 2018 and 8,110 articles from 2008 to march 2018 on the issues of adolescent problems were analyzed. For collecting data and topic analysis, Python 3.6 program and Latent Dirichlet Allocation(LDA) were utilized. Results: Firstly, between 2008 and 2012, the main issues were 'literature contents', education policy, popular culture contents, and 'career counselling programs'. This was a period when the commercialization of cultural contents was accelerating, leading to appearance of entertainment topic, and career problems emerged with cultural keywords. Secondly, between 2013 and 2018, the main issues were 'juvenile sex crime, communication between parents and children, social contribution activities and so on. As aspect of this period, topics were evenly distributed whilst social issues and adolescent issues moved in the same trend. As well, adolescent issues were diversified compared to the past and each problems were being dealt with similar proportion. Conclusion: This research focused on identifying which topics were covered in news articles and understand that the change in social-cultural environment and education policies have to be considered in identifying adolescent issues. Key words : adolescent problem, adolescent issue, textmining, big data, internet news article * Corresponding Author: Kim, Hyun-Sook. Silla University, Dept. of Education, Baegyang-daero 700, Sasang-gu, Busan, Korea, khs@silla.ac.kr
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Journal of Educational Innovation Research 2017, Vol. 27, No. 1, pp DOI: * The
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부산교육 311호
Contents Busan Education 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 37 40 41 42 43 44 45 46 47 (School Based Management) 48 49 50 51 52 53 54 55 56 57 60 61 62 63 64 65 66
Journal of Educational Innovation Research 2016, Vol. 26, No. 1, pp.1-19 DOI: *,..,,,.,.,,,,.,,,,, ( )
Journal of Educational Innovation Research 2016, Vol. 26, No. 1, pp.1-19 DOI: http://dx.doi.org/10.21024/pnuedi.26.1.201604.1 *,..,,,.,.,,,,.,,,,, ( ).,,,. * 2014. 2015. ** 1, : (E-mail: cajoo@pusan.ac.kr)
Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp DOI: NCS : * A Study on
Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp.157-176 DOI: http://dx.doi.org/10.21024/pnuedi.28.3.201809.157 NCS : * A Study on the NCS Learning Module Problem Analysis and Effective
Journal of Educational Innovation Research 2017, Vol. 27, No. 4, pp DOI: A Study on the Opti
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Journal of Educational Innovation Research 2016, Vol. 26, No. 2, pp DOI: * Experiences of Af
Journal of Educational Innovation Research 2016, Vol. 26, No. 2, pp.201-229 DOI: http://dx.doi.org/10.21024/pnuedi.26.2.201608.201 * Experiences of After-school Class Caring by Married Early Childhood
07-1960(JH)
한국두피모발미용학회지 제5권 제1호 2009 The Journal of Beauty & Trichology 5(1), 00~00(2008) 1960년대 뷰티 및 패션트렌드 분석 - 모델 트위기 (Twiggy) 를 중심으로 - 김희선* 안양과학대학 뷰티디자인학부 Analysis of Beauty and Fashion trends in the 1960 s - Focusing
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connect educational content with entertainment content and that production of various contents inducing educational motivation is important. Key words: edutainment, virtual world, fostering simulation
Journal of Educational Innovation Research 2018, Vol. 28, No. 4, pp DOI: 3 * The Effect of H
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Journal of Educational Innovation Research 2018, Vol. 28, No. 1, pp DOI: * A Study on the Pe
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Journal of Educational Innovation Research 2018, Vol. 28, No. 2, pp DOI: : - Qualitative Met
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Journal of Educational Innovation Research 2018, Vol. 28, No. 1, pp DOI: Educational Design
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230 한국교육학연구 제20권 제3호 I. 서 론 청소년의 언어가 거칠어지고 있다. 개ㅅㄲ, ㅆㅂ놈(년), 미친ㅆㄲ, 닥쳐, 엠창, 뒤져 등과 같은 말은 주위에서 쉽게 들을 수 있다. 말과 글이 점차 된소리나 거센소리로 바뀌고, 외 국어 남용과 사이버 문화의 익명성 등
청소년의 개인, 가정, 학교변인에 따른 비교육적 언어 사용의 차이 229 한국교육학연구 제20권 제3호 The Korea Educational Review 2014. 10. Vol.20. No.3. pp.229-251. 1) 청소년의 개인, 가정, 학교변인에 따른 비교육적 언어 사용의 차이* 강기수 조규판(동아대학교) [요 약] 본 연구의 목적은 청소년의 개인변인인
Journal of Educational Innovation Research 2019, Vol. 29, No. 1, pp DOI: (LiD) - - * Way to
Journal of Educational Innovation Research 2019, Vol. 29, No. 1, pp.353-376 DOI: http://dx.doi.org/10.21024/pnuedi.29.1.201903.353 (LiD) -- * Way to Integrate Curriculum-Lesson-Evaluation using Learning-in-Depth
Journal of Educational Innovation Research 2016, Vol. 26, No. 3, pp DOI: : A Case Study on T
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Journal of Educational Innovation Research 2019, Vol. 29, No. 2, pp DOI: * Early Childhood T
Journal of Educational Innovation Research 2019, Vol. 29, No. 2, pp.243-269 DOI: http://dx.doi.org/10.21024/pnuedi.29.2.201906.243 * Early Childhood Teachers' Perception on Reconstruction of Curriculum
Abstract Background : Most hospitalized children will experience physical pain as well as psychological distress. Painful procedure can increase anxie
Volume 12, Number 1, 92~102, An Intervention Study of Pain Reduction during IV Therapy in Hospitalized Children Myo-Jin Kim 1), Joung-Hae Bak 1), Won-Seok Seo 2) Mi-Young Kim 3), Sun-Kyoung Park 3), Jai-Soung
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디지털 영상에서의 자막추출을 이용한 자막 특성 분석에 관한 연구 이세열 * 요약 본 연구는 방송 프로그램 제작에 있어서 중요한 역할을 담당하고 있는 영상 자막의 특성과 영상 커 뮤니케이션 기능적인 관점에서 나타나고 있는 현상을 살펴본다. 다양한 방송 프로그램에서 활용되고 있는 디지털 영상 자막의 기능은 단순하게 간략한 정보를 전달하는 기능적인 역할을 수행하였다.
Journal of Educational Innovation Research 2019, Vol. 29, No. 1, pp DOI: : * Discussions on
Journal of Educational Innovation Research 2019, Vol. 29, No. 1, pp.117-138 DOI: http://dx.doi.org/10.21024/pnuedi.29.1.201903.117 : * Discussions on a Rapidly Changing Society and Early Childhood Safety
Journal of Educational Innovation Research 2018, Vol. 28, No. 1, pp DOI: Parents Perception
Journal of Educational Innovation Research 2018, Vol. 28, No. 1, pp.493-517 DOI: http://dx.doi.org/10.21024/pnuedi.28.1.201803.493 Parents Perception and Expectation on the Parent Consultation of Students
Journal of Educational Innovation Research 2019, Vol. 29, No. 1, pp DOI: An Exploratory Stud
Journal of Educational Innovation Research 2019, Vol. 29, No. 1, pp.423-441 DOI: http://dx.doi.org/10.21024/pnuedi.29.1.201903.423 An Exploratory Study on the Improvement of Democratic Consultative Culture
DBPIA-NURIMEDIA
김진주 김수연. 초등학생대상장애이해교육에활용된동화에나타난장애인관분석. 특수교육, 2013, 제12권, 제2호, 135-160... 20.,,. 4.,,.,..... 주제어 : 장애이해교육, 동화, 장애인관 1. ( 1 ) Incheon Munhak Elementary School ( )(, E-mail: sooyoun@ginue.ac.kr) Dept. of
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http://www.kbc.go.kr/ Abstract Terrestrial Broadcasters Strategies in the Age of Digital Broadcasting Wha-Jin Lee The purpose of this research is firstly to investigate the
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Journal of Educational Innovation Research 2019, Vol. 29, No. 2, pp DOI: * The Effect of Paren
Journal of Educational Innovation Research 2019, Vol. 29, No. 2, pp.95-116 DOI: http://dx.doi.org/10.21024/pnuedi.29.2.201906.95 * The Effect of Parent Education Program Using Action Learning on Family
Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp DOI: The Effect of Caree
Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp.325-349 DOI: http://dx.doi.org/10.21024/pnuedi.28.3.201809.325 The Effect of Career Preparation Behavior Before and After Major Transitions
상담학연구,, SPSS 21.0., t,.,,,..,.,.. (Corresponding Author): / / / Tel: /
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Korean Social Trends 28 28 28 Korean Social Trends 28 CONTENTS CONTENTS CONTENTS CONTENTS CONTENTS CONTENTS 2 3 28 Korean Social Trends 28 Population Household & Family Education Labor Income
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