• Title/Summary/Keyword: Emotional Content

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Classification of Characters in Movie by Correlation Analysis of Genre and Linguistic Style

  • You, Eun-Soon;Song, Jae-Won;Park, Seung-Bo
    • Journal of the Korea Society of Computer and Information
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    • v.24 no.1
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    • pp.49-55
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    • 2019
  • The character dialogue created by AI is unnatural when compared with human-made dialogue, and it can not reveal the character's personality properly in spite of remarkable development of AI. The purpose of this paper is to classify characters through the linguistic style and to investigate the relation of the specific linguistic style with the personality. We analyzed the dialogues of 92 characters selected from total 60 movies categorized four movie genres, such as romantic comedy, action, comedy and horror/thriller, using Linguistic Inquiry and Word Count (LIWC), a text analysis software. As a result, we confirmed that there is a unique language style according to genre. Especially, we could find that the emotional tone than analytical thinking are two important features to classify. They were analyzed as very important features for classification as the precision and recall is over 78% for romantic comedy and action. However, the precision and recall were 66% and 50% for comedy and horror/thriller. Their impact on classification was less than romantic comedy and action genre. The characters of romantic comedy deal with the affection between men and women using a very high value of emotional tone than analytical thinking. The characters of action genre who need rational judgment to perform mission have much greater analytical thinking than emotional tone. Additionally, in the case of comedy and horror/thriller, we analyzed that they have many kinds of characters and that characters often change their personalities in the story.

A Research on the University Students's Perception on the Learning Presence, Learning Immersion, and Learning Environment under the Non-face-to-face Lecture Circumstance - Focusing on Students from Department of Flight Operation - (비대면 강의 상황에서 대학생들의 학습실재감, 학습 몰입 및 학습 환경에 대한 인식 연구 - 항공운항학과 학생들을 중심으로 -)

  • Lee, Sujeong;Choi, Jincook
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.30 no.3
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    • pp.1-9
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    • 2022
  • In this study we conducted a research regarding the effect on learning immersion and perception of the learning environment by learning presence of students in the Department of aeronautical science and flight operation in the context of non-face-to-face lectures caused by COVID-19. The relationship between learning presence (cognitive presence, emotional presence, and social presence) and learning commitment showed a high correlation. The learning immersion was also found to increase when cognitive presence, emotional presence, and social presence increased in multiple regression analysis to find out the effects of cognitive presence, emotional presence, and social presence, which are sub-factors of learning presence. The advantage of non-face-to-face classes was to be the ease of learning, and the disadvantage of non-face-to-face classes was the most difficulty of the learning process in the content analysis of the non-face-to-face class environment.

The Role of Visual Communication for Emotional Marketing Strategy

  • HAN, Jung-Im
    • The Journal of Industrial Distribution & Business
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    • v.13 no.11
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    • pp.39-46
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    • 2022
  • Purpose: Visual communication is the act of using elements and components that can be seen. Some of the elements include images, illustrations, drawings, and videos. The purpose of this research is to check if there is the meaningful role of visual communication for emotional marketing plan. Research design, data and methodology: The present author firstly tried to obtain prior knowledge based on numerous previous literature through qualitative content method, investigating and searching related topic in 'Scopus' and 'Google Scholar' which is one of the most famous database. This methodology has already been proved the credibility and conformability by prior researchers. Results: The current study looks at four basic aspects that will assist in analyzing the findings and results from different peer-review articles. The section will cover social media, videos, podcasts, and ads. Conclusions: Several studies also affirmed that increased use of the internet and internet for marketing causes psychological issues among adolescents. Only adults should view some of the marketing ads, but if they pop into an adolescent browser, it may cause some harmful effects. Therefore, the study concluded that moderation of online visual adverts should be done to ensure only the targeted customers view the advert.

A Study on the Impact of Live Commerce Interaction on Consumer Emotional Responses and Behavioral Intentions (라이브 커머스의 상호작용이 소비자의 감정반응 및 행동의도에 미치는 영향에 관한 연구)

  • YuRong Sun;Byoung-Jai Kim
    • Journal of Information Technology Applications and Management
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    • v.31 no.2
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    • pp.35-49
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    • 2024
  • With the development of e-commerce, live streaming e-commerce, as an emerging marketing method, is on the rise. It integrates various ways of information delivery, providing consumers with unprecedented shopping experiences, particularly through its interactive nature, which can increase audience engagement and immersion. This study delves into how interactive elements in live streaming e-commerce influence consumer emotions and purchase intentions. By employing literature review and empirical analysis methods, we analyzed various interactive factors in the live streaming e-commerce environment and revealed the process through which these factors stimulate audience emotions and lead to specific purchasing behaviors. The results confirm that the interactive appeal of live streaming e-commerce significantly influences consumers' positive emotional responses, consequently enhancing purchase intentions. This study aims to explore the relationship between the interactive features of live streaming e-commerce and consumer emotional responses and purchase intentions, thereby filling theoretical gaps in the field of live streaming e-commerce and proposing new marketing theories. Additionally, by analyzing how interactive features stimulate consumers, optimal live content strategies can be proposed for live streaming e-commerce platforms and hosts, thus aiding in the improvement of marketing strategies and sales effectiveness.

A Study on Fashion Communication Methodology to Build Fashion Brand Identity (패션 브랜드 아이덴티티 구축을 위한 패션 커뮤니케이션 방법론 연구)

  • Seungmin Koh;Jinyoung Kim
    • Journal of Fashion Business
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    • v.28 no.1
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    • pp.68-82
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    • 2024
  • The fashion industry has been placing great importance on establishing and communicating brand identity in response to the rapidly changing landscape of consumer preference and media development. This study aimed to explore effective communication methodologies for building a strong brand identity for domestic designer fashion brands. To achieve this, trends in the domestic fashion industry were categorized, and key words were derived to develop three new communication methodologies through an analysis of 10 domestic brand cases. This study confirmed that a strategy that focuses on forming emotional relationships with consumers is essential for establishing brand identity. To this end, the proposed communication methodologies include the following: First, delivering sustainable messages through emotional storytelling, which is a key approach for building emotional bonds with consumers. Second, expanding the brand experience to elicit positive responses from consumers by immersing them in special situations to experience brand identity. Third, brands can enhance consumer brand loyalty by fostering continuous relationships with consumers and cultivating brand culture through omnichannel strategies that encompass both offline and online channels. Consequently, this study presents practical strategies for various fashion brands along with theoretical contributions to domestic fashion brand startups and brand identity construction. With these strategies, it is anticipated that brands will establish clear and specific content and build a stronger brand identity by engaging in diverse communication methods that offer consumers sustainable values and brand experiences.

A Study of Changes in Consumption Values Shown in Women's Magazines - Focus on Advertisement Content in Women's Magazines from 1955 to 2008 - (여성잡지광고에 나타난 소비가치의 변화와 광고소구방법 및 문장표현방법 분석연구 - 1955~2008년 여성잡지광고내용 분석을 중심으로 -)

  • Ko, Eun-Ju;Do, Hyun-Ji;Kim, Seon-Sook
    • Journal of the Korean Society of Clothing and Textiles
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    • v.34 no.2
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    • pp.226-241
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    • 2010
  • This study details the history and characteristics of consumption values, text style analyses, and appeal types expressed in magazine commercials from 1955 to 2008. This study analyzes the level of the social structure of commercial expression for each period. Consumption values based on the categories of consumption values by Sheth (1991) were classified through a total commercials analysis. Analyses on closing types of sentences, types of sentences, and rhetorical figures were executed focusing on headline text and text style. Appealing types were composed of rational, emotional, and ethical appeals. For analysis, the crosstab analysis and chi-square test of SPSS are used. The results are as follow. Seven values were constructed, functional value, social value, emotional value, conditional value, epistemic value, fashionable value, and indistinct value. The ratio of emotional value was the highest and functional value, epistemic value conditional value, fashionable value, social value, and indistinct value followed. The emotional value social value, conditional value, fashionable value, and epistemic value that focused on the emotion of consumers increased, while the functional value decreased. Sentences that use narrative styles, hyperboles, and metaphors that increased the interest of readers were dominantly used in the headline texts. For sentence expression, a declarative sentence in a sentence type, exciting curiosity in the expression method where hyperbole and figures of speech in rhetorical expressions are used most often. Emotional appeal was used almost twice more than the reasonable appeal for appeal types of the total commercial. The lower level of reasonable appeal is information that provides the product function. Interest and expression (such as pleasure and achievement) were used most often for emotional appeal. These results show that the most important issue is the emotional value in consumption in understanding the consumer. Marketing managers should also be aware of the functional value as well as an emotional value.

Storytelling Marketing Strategy based on Utopian Value

  • Kim, Jeong-Hee
    • International Journal of Advanced Culture Technology
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    • v.8 no.3
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    • pp.38-44
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    • 2020
  • Storytelling plays a very important role in emotional marketing recently. Storytelling marketing emphasizes a unique story and mythical meaning of the product, rather than its practical function. This is a faithful reflection of what the Dream Society has proposed. In this article, we are researching the consumption value system, and analyze various cases focusing on a coffee advertisement. In particular, by delivering a story, we will concentrate on advertising that appeals to utopian values and discusses the actual impact that it brings. If we communicate utopian values to consumers through various stories, business effects will be maximized, which will strengthen the brand image. The originality of this paper is to discuss the theory of consumption value system positively with the concept of storytelling. Therefore, we will draw conclusions as to which orientation is most ideal for storytelling in advertising. Understanding these business models will help you build an effective marketing strategy for the Dream Society.

What you said vs. how you said it. ('어떻게 말하느냐?' vs. '무엇을 말하느냐?')

  • Choi, Moon-Gee;Nam, Ki-Chun
    • Proceedings of the KSPS conference
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    • 2006.11a
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    • pp.11-13
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    • 2006
  • The present paper focuses on the interaction between lexical-semantic information and affective prosody. More specifically, we explore whether affective prosody influence on evaluation of affective meaning of a word. To this end, we asked participants to listen a word and to evaluate the emotional content of the word which were recoded with affective prosody. Results showed that first, emotional evaluation was slower when the word meaning is negative than when they is positive. Second, when the prosody of words is negative, evaluation time is faster than when it is neutral or positive. And finally, when the affective meaning of word and prosody is congruent, response time is faster than it is incongruent.

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The Development of Preschoolers' Narrative Representations of Mothers (유아의 어머니에 대한 나레이티브 표상 발달)

  • Min, Sung Hye;Shin, Hye Won;Lee, Young
    • Korean Journal of Child Studies
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    • v.25 no.6
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    • pp.153-170
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    • 2004
  • This study explored age and sex differences in preschoolers' narrative representations of their mothers. Subjects were 120 3-, 4-, 5- and 6-year-old children, with 15 boys and 15 girls in each age group. Using the MacArthur Story Stem Battery(Bretherton et al., 1990), observations were made to obtain children's narrative representations of their mothers. content themes and emotional responses. Boys' representations were more negative and less positive than girls' regardless of their age. Boys talked about more aggressive themes and showed more anxiety and less joy. Five and 6-year-old children had less negative and disciplinary representations of their mothers than 3- and 4-year-olds. Six-year-olds showed less prosocial themes than 3- and 5-years, and fewer aggressive themes than 3-and 4-year while they showed less joy, distress and concern responses than 3-years.

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POI Recommendation Method Based on Multi-Source Information Fusion Using Deep Learning in Location-Based Social Networks

  • Sun, Liqiang
    • Journal of Information Processing Systems
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    • v.17 no.2
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    • pp.352-368
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    • 2021
  • Sign-in point of interest (POI) are extremely sparse in location-based social networks, hindering recommendation systems from capturing users' deep-level preferences. To solve this problem, we propose a content-aware POI recommendation algorithm based on a convolutional neural network. First, using convolutional neural networks to process comment text information, we model location POI and user latent factors. Subsequently, the objective function is constructed by fusing users' geographical information and obtaining the emotional category information. In addition, the objective function comprises matrix decomposition and maximisation of the probability objective function. Finally, we solve the objective function efficiently. The prediction rate and F1 value on the Instagram-NewYork dataset are 78.32% and 76.37%, respectively, and those on the Instagram-Chicago dataset are 85.16% and 83.29%, respectively. Comparative experiments show that the proposed method can obtain a higher precision rate than several other newer recommended methods.