• Title/Summary/Keyword: Affective Words

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Analyzing Emotions in Literature by Extracting Emotion Terms (텍스트의 정서 단어 추출을 통한 문학 작품의 정서 분석)

  • Ham, Jun-Seok;Rhee, Shin-Young;Ko, Il-Ju
    • Science of Emotion and Sensibility
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    • v.14 no.2
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    • pp.257-268
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    • 2011
  • We define a 'dominant emotion' as acting dominantly for unit time, and propose methodology to extract dominant emotion in a literature automatically. Due to the nature of the Korean language, it is able to be changed or reversed owns meanings as desinence. But it might be possible to extract a dominant emotion in a text has a small quantity like a fiction or an essay. A process to extract a dominant emotion in a literature is as follows. At first, extract morphemes in a whole text. And dispart words having emotional meaning as matching emotion terms database. Map disported terms to a affective circumplex model and matching it with basic emotion. Finally, analyze dominant emotion according to matched basic emotion. And we adjust our methodology to two literature; modem fiction 'A lucky day' by Jingeon, Hyun and essay 'An old man who shave a bat' by Woyoung, Yun. As a result, it was possible to grasp flows of dominant emotion.

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The Effects of PEOE-Based Class on Learners' Long- and Short-Term Retention and Affective Area (PEOE 수업모형을 적용한 수업이 학습자의 장·단기 파지 및 정의적 영역에 미치는 효과)

  • Choi, Sung-Bong
    • Journal of Fisheries and Marine Sciences Education
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    • v.25 no.4
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    • pp.878-890
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    • 2013
  • The purpose of this study is to apply the PEOE class model that can enhance students' scientific creative problem-solving ability and self-directed learning ability in the middle school science subject and analyze the effects of it on students' long- and short-term retention, scientific creative problem-solving ability, and self-directed learning characteristics. And the paper has gained the following results: First, according to the result of analysis through the pre-test, post-test, and delay test to examine the effects of PEOE-based class on learners' long- and short-term retention, it is found to be statistically significant in the significant level of .05. In other words, the class using PEOE influences learners' short-term retention significantly, but it is even more effective in transmitting the concept that students acquire into their long-term memory. Second, according to the result of analysis through the pre-test and post-test to examine the effects of PEOE-based class on learners' scientific creative problem-solving ability, it is found to be statistically significant in the significant level of .05 in general. However, 'elaboration' and 'originality', the subfactors of scientific creative problem-solving ability, do not indicate significant effects. Third, according to the result of analysis through the pre-test and post-test to examine the effects of PEOE-based class on learners' self-directed learning characteristics, it is found to be statistically significant in the significant level of .05 as a whole. However, 'openness' and 'future-oriented self-understanding', the subfactors of self-directed learning characteristics, do not exert significant effects. Based on the above study results, it can be concluded that PEOE-based class is more effective for learners' academic achievement in science, scientific creative problem-solving ability, and self-directed learning characteristics than lecture-method instruction regarding the middle school science unit of 'The Properties of Air and Weather Change'.

Suggestions of Instructional Strategy in the Affective Aspect through the Analysis of Causality between the Computer Learning Attitude Factors of the Non-Major Students in the Software Education Class of the Teacher Training College (컴퓨터 비전공 예비교사의 소프트웨어 교육 교양 강좌에서 컴퓨터학습태도 요인 간 인과분석을 통한 정의적 교수전략 제언)

  • Jeon, YongJu;Kim, TaeYoung
    • The Journal of Korean Association of Computer Education
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    • v.19 no.6
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    • pp.15-23
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    • 2016
  • Recently the era of software integration which is expressed in words of the fourth industrial revolution has begun. Thus the need of the software education for the non-major preservice teachers who are cultivating future talent has been increasing and it is necessary to foster a positive attitude toward software education of non-major preservice teachers. The purpose of this study is to verify the causality between the computer learning attitude factors of non-major preservice teachers in the software education class. To analyze the causality, we performed correlational analysis and regression analysis between the exterior factors of attention, self-learning, application of learning and the other interior factors of computer learning attitude. As a result, the significant factor of attention was interests, and the significant factor of self-learning was superiority, and the significant factors of the application of learning were the sense of purpose and the motive of accomplishment.

Affect Heuristic in Risk and Benefit Perception of Scientific Technologies (과학기술의 위험 및 이득 지각에서 감정추단)

  • Lee, Hyun-Ju;Lee, Young-Ai
    • Korean Journal of Cognitive Science
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    • v.18 no.3
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    • pp.305-324
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    • 2007
  • We surveyed the emotional images of three kinds of scientific technologies in people's mind and the perception of technologies in terms of their risks and benefits. The contents of the image and their image values were used to estimate the affects on each technology. As an affect heuristic hypothesis predicted, people perceived the technology more beneficial or riskier depending on their overall affect. In other words, those who have positive affect on the technology Perceived less risky and more beneficial than those who have negative affect. On the other hand, those who have negative affect on the technology perceived riskier and less beneficial than those who have positive affect. We also found negative relationship between the perceived risk and perceived benefit of each technology. The implications of our findings that suggest affective heuristic were discussed in terms of the measurements of affect and the necessity of communication of scientific technologies with the public.

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The Effects of Achievement Goal Orientation of Gifted and General Students on their Academic Burnout and School Happiness (영재학생과 일반학생의 성취목표지향성과 학업소진이 학교행복감에 미치는 영향)

  • Song, Young-Myung;Jung, Sung-Soo
    • Journal of Fisheries and Marine Sciences Education
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    • v.25 no.1
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    • pp.152-166
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    • 2013
  • The main purpose of this study is to see the differences of the achievement goal orientation, academic burnout, and school happiness between gifted and general students, and also to explore the effects on school happiness of their achievement goal orientation and academic burnout. To resolve the above research questions, this study used questionnaire method to 256 1st grade middle school students and 84 gifted students enrolled in Daegu metropolitan city. All data were analyzed by SPSS WIN 19.0 program. The results of this study are as follows. First, mastery goal, performance-approach goal and performance-avoidance goal of the gifted students were higher than the general students'. Second, all sub-variables of academic burnout except hostility and total score of academic burnout of the gifted students were lower than the general students. On the other hand, all sub-variables of school happiness except relationship with friends and emotional stability and total score school happiness of the gifted students were higher than the general students. Third, this study revealed that the achievement goal and academic burnout explain considerable amount of students' school happiness. In other words, the disfavor and skeptical attitude of general students for the study hinder school happiness. Lastly, this study suggest that some program or consulting need to be administerd to change the affective attitude of students into positively. And also variety of counselling program or some instructions dealing with stress for gifted students since the exhaustion of gifted students affects considerably their school happiness.

Effects of Reading Aloud on International Students' English Formulaic Sequences Learning (소리 내어 읽기가 유학생의 영어 정형화 배열 학습에 미치는 영향)

  • Lee, Ji-Hyun
    • The Journal of the Convergence on Culture Technology
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    • v.8 no.1
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    • pp.341-348
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    • 2022
  • Formulaic sequences are continuous or discontinuous series of words that are seemingly treated like single units. Formulaic sequences play a key role in language development, and formulaic sequences acquisition determines the success or failure of language development. This study proposes a reading aloud activity as a way for international students to learn formulaic sequences. A class focused on reading aloud was conducted with 41 international students taking a general English course at a university in Seoul. For 15 weeks, video lectures and real-time Zoom classes were conducted in parallel. The animated film Frozen was used as course material. In the video lectures, the teacher interpreted the movie script in easy Korean and read aloud formulaic sequences. Students were tasked with reading the sentences with formulaic sequences aloud, recording themselves reading aloud, and submitting their recordings. During real-time class meetings, students performed the activity of reading aloud the formulaic sequences they had studied in the video lectures. There was a significant increase in the interpretation and sentence writing of formulaic sequences in participants' post-evaluation compared to the pre-evaluation. Through the study's survey, students exhibited positive views in the affective domains.

Affective Effect of Video Playback Style and its Assessment Tool Development (영상의 재생 스타일에 따른 감성적 효과와 감성 평가 도구의 개발)

  • Jeong, Kyeong Ah;Suk, Hyeon-Jeong
    • Science of Emotion and Sensibility
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    • v.19 no.3
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    • pp.103-120
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    • 2016
  • This study investigated how video playback styles affect viewers' emotional responses to a video and then suggested emotion assessment tool for playback-edited videos. The study involved two in-lab experiments. In the first experiment, observers were asked to express their feelings while watching videos in both original playback and articulated playback simultaneously. By controlling the speed, direction, and continuity, total of twelve playback styles were created. Each of the twelve playback styles were applied to five kinds of original videos that contains happy, anger, sad, relaxed, and neutral emotion. Thirty college students participated and more than 3,800 words were collected. The collected words were comprised of 899 kinds of emotion terms, and these emotion terms were classified into 52 emotion categories. The second experiment was conducted to develop proper emotion assessment tool for playback-edited video. Total of 38 emotion terms, which were extracted from 899 emotion terms, were employed from the first experiment and used as a scales (given in Korean and scored on a 5-point Likert scale) to assess the affective quality of pre-made video materials. The total of eleven pre-made commercial videos which applied different playback styles were collected. The videos were transformed to initial (un-edited) condition, and participants were evaluated pre-made videos by comparing initial condition videos simultaneously. Thirty college students evaluated playback-edited video in the second study. Based on the judgements, four factors were extracted through the factor analysis, and they were labelled "Happy", "Sad", "Reflective" and "Weird (funny and at the same time weird)." Differently from conventional emotion framework, the positivity and negativity of the valence dimension were independently treated, while the arousal aspect was marginally recognized. With four factors from the second experiment, finally emotion assessment tool for playback-edited video was proposed. The practical value and application of emotion assessment tool were also discussed.

Differences of Perception on Giftedness between Homeroom Teachers and Teachers of The Gifted (일반담임교사와 영재담당교사의 영재성에 대한 인식 차이)

  • Chung, Duk-Ho;Kim, Young-Mi;Lee, Jun-Ki;Park, Seon-Ok
    • Journal of Gifted/Talented Education
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    • v.23 no.2
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    • pp.161-175
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    • 2013
  • The purpose of this study is to investigate the differences of perception on giftedness between homeroom teachers and teachers of the gifted. The data was collected from 13 homeroom teachers and 8 teachers of gifted students. It was analyzed using recommendation letters, and shorthand notes about giftedness. The results of the study were as follows: most homeroom teachers used awards, learning attitude, presentation of self and school achievements for defined giftedness and preferred an exemplary student with task commitment but often overlooked motivation. The teachers of the gifted preferred motivation and self-satisfaction but not other social and affective characteristics. Also homeroom teachers thought that education condition is important, while the teachers of the gifted believed it was not an all important element. These differences will hurt the credibility in the selection or gifted students because homeroom teachers and teachers of the gifted use different words and expressions in their assessments of the same students. Therefore, I believe more needs to be done to encourage homeroom teachers to better understand gifted children through training programs.

Romanticism of Brotherhood, Affect of 1987 -A Better Tomorrow and Hong Kong-Korea Connection (형제애의 로망, 1987의 정동 -<영웅본색>과 홍콩-한국 커넥션)

  • Yi, Young-Jae
    • Journal of Popular Narrative
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    • v.27 no.1
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    • pp.301-338
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    • 2021
  • John Woo's A Better Tomorrow arrived at the turning point of Korean society between 1987 and 1988. The Hong Kong movie boom that started here reached its peak around the 1990s. What does this phenomenon mean? Hong Kong action films have functioned as an important resource for Korean young male subculture since the late 1960s. The audience of A Better Tomorrow matches the audience of previous Hong Kong films in a generational and gendered way. The fascination of Hong Kong action films by young Korean men from 1987 to 1991 has nothing to do with Hong Kong's political context. However, a certain affect is shared between Korean and Hong Kong audiences. It could be said to be the brotherhood within the struggling group. The affective economies of this fraternity embodies the broad solidarity of 1987, the solidarity of comrades seeking to resist the violence of the world. It also works on symbolic and practical gender bias. In other words, this loyalty is nothing but loyalty between the (male) brothers who are confronting the injustice of the world. This is the "translational possibility" of A Better Tomorrow.

The Amplifying Aspects of SNS Comments: An Exploratory Study through the Sentiment Comparison between News Site Comments and SNS Comments (SNS 댓글의 정보 증폭 양상에 대한 연구: 뉴스 사이트 댓글과 SNS 댓글의 센티멘트 차원 비교를 통한 탐색적 분석)

  • Jinyoung Min
    • Information Systems Review
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    • v.22 no.4
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    • pp.163-184
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    • 2020
  • The information on SNS, which is created by the forms of postings and comments, is being magnified and redistributed to news media expanding its impacts on real words. This amplifying effects of SNS comments have been increasingly discussed but there still lacks the answers for which dimensions of information is magnified, and what affects the direction and the degree of the amplification. This study, therefore, explores the detailed dimensions that are magnified by SNS comments and how SNS posting structure and social network characteristics affect them by using sentiment analysis. By analyzing 2,378 Facebook postings and news articles and their 26,312 SNS and 74,730 news site comments, this study shows that SNS comments magnify the sentiments of the posting articles they are attached to. In comparison to news site comments, SNS comments magnify the cognitive and social dimensions more than the news site comments. In the affective dimension, they tend to magnify only the positive emotion more than news site comments. Also, the findings reveal that whether the article in the posting is written by the posting owner affects the degree of amplification when the comments are remained positive or switched positive, while the opposite determines the amplification when comments remain negatively, suggesting that the user relationship in social network is the important factor that affects the direction and the degree of the information amplification in SNS.