• Title/Summary/Keyword: individual emotions

Search Result 188, Processing Time 0.029 seconds

Individual Thinking Style leads its Emotional Perception: Development of Web-style Design Evaluation Model and Recommendation Algorithm Depending on Consumer Regulatory Focus (사고가 시각을 바꾼다: 조절 초점에 따른 소비자 감성 기반 웹 스타일 평가 모형 및 추천 알고리즘 개발)

  • Kim, Keon-Woo;Park, Do-Hyung
    • Journal of Intelligence and Information Systems
    • /
    • v.24 no.4
    • /
    • pp.171-196
    • /
    • 2018
  • With the development of the web, two-way communication and evaluation became possible and marketing paradigms shifted. In order to meet the needs of consumers, web design trends are continuously responding to consumer feedback. As the web becomes more and more important, both academics and businesses are studying consumer emotions and satisfaction on the web. However, some consumer characteristics are not well considered. Demographic characteristics such as age and sex have been studied extensively, but few studies consider psychological characteristics such as regulatory focus (i.e., emotional regulation). In this study, we analyze the effect of web style on consumer emotion. Many studies analyze the relationship between the web and regulatory focus, but most concentrate on the purpose of web use, particularly motivation and information search, rather than on web style and design. The web communicates with users through visual elements. Because the human brain is influenced by all five senses, both design factors and emotional responses are important in the web environment. Therefore, in this study, we examine the relationship between consumer emotion and satisfaction and web style and design. Previous studies have considered the effects of web layout, structure, and color on emotions. In this study, however, we excluded these web components, in contrast to earlier studies, and analyzed the relationship between consumer satisfaction and emotional indexes of web-style only. To perform this analysis, we collected consumer surveys presenting 40 web style themes to 204 consumers. Each consumer evaluated four themes. The emotional adjectives evaluated by consumers were composed of 18 contrast pairs, and the upper emotional indexes were extracted through factor analysis. The emotional indexes were 'softness,' 'modernity,' 'clearness,' and 'jam.' Hypotheses were established based on the assumption that emotional indexes have different effects on consumer satisfaction. After the analysis, hypotheses 1, 2, and 3 were accepted and hypothesis 4 was rejected. While hypothesis 4 was rejected, its effect on consumer satisfaction was negative, not positive. This means that emotional indexes such as 'softness,' 'modernity,' and 'clearness' have a positive effect on consumer satisfaction. In other words, consumers prefer emotions that are soft, emotional, natural, rounded, dynamic, modern, elaborate, unique, bright, pure, and clear. 'Jam' has a negative effect on consumer satisfaction. It means, consumer prefer the emotion which is empty, plain, and simple. Regulatory focus shows differences in motivation and propensity in various domains. It is important to consider organizational behavior and decision making according to the regulatory focus tendency, and it affects not only political, cultural, ethical judgments and behavior but also broad psychological problems. Regulatory focus also differs from emotional response. Promotion focus responds more strongly to positive emotional responses. On the other hand, prevention focus has a strong response to negative emotions. Web style is a type of service, and consumer satisfaction is affected not only by cognitive evaluation but also by emotion. This emotional response depends on whether the consumer will benefit or harm himself. Therefore, it is necessary to confirm the difference of the consumer's emotional response according to the regulatory focus which is one of the characteristics and viewpoint of the consumers about the web style. After MMR analysis result, hypothesis 5.3 was accepted, and hypothesis 5.4 was rejected. But hypothesis 5.4 supported in the opposite direction to the hypothesis. After validation, we confirmed the mechanism of emotional response according to the tendency of regulatory focus. Using the results, we developed the structure of web-style recommendation system and recommend methods through regulatory focus. We classified the regulatory focus group in to three categories that promotion, grey, prevention. Then, we suggest web-style recommend method along the group. If we further develop this study, we expect that the existing regulatory focus theory can be extended not only to the motivational part but also to the emotional behavioral response according to the regulatory focus tendency. Moreover, we believe that it is possible to recommend web-style according to regulatory focus and emotional desire which consumers most prefer.

An Essay in a Research on Gwonwu Hong Chan-yu's Poetic Literature - Focussing on Classical Chinese Poems in Gwonwujip (권우(卷宇) 홍찬유(洪贊裕) 시문학(詩文學) 연구(硏究) 시론(試論) - 『권우집(卷宇集)』 소재(所載) 한시(漢詩)를 중심(中心)으로 -)

  • Yoon, Jaehwan
    • (The)Study of the Eastern Classic
    • /
    • no.50
    • /
    • pp.55-88
    • /
    • 2013
  • Gwonwu Hong Chan-yu is one of the modern and contemporary Korean scholars of Sino-Korean literature and one of the literati of his era, so is respected as a guiding light by academic descendants. Gwonwu was a teacher of his era, who experienced all the turbulence of Korean society, such as the Japanese occupation by force, the Korean War, the military dictatorship, and the struggle for democracy, and who educated and led young scholars of his time. However, academia has not payed attention to his life and achievements since his death. This paper is to examine the poetry of Gwonwu Hong Chan-yu, one of the representative modern and contemporary scholar of Sini-Korean literature, which has not yet been discussed by academia. The minimal meaning of this paper is that it is a first work based on his anthology, which has not been discussed by academia, and a first full-scale study on Gwonwu Hongchan-yu. For the reason, this paper aims at the detailed inspection of his poetic pieces recorded in his anthology. Nonetheless, despite such intentions, some limits cannot be avoided here and there in this paper for the insufficient knowledge and academic capability of this paper's writer and for the lack of academic sources. Gwonwu's poetry examined through his anthology shows the characteristic which is that his poems focus on exposing his own internal emotions. Such a characteristic says that his idea of poetic literature payed attention more to individuality, that is exposition of private emotions, than to social utility of poems. Gwonwu's such an idea of poetic literature can be generally affirmed throughout his poetry. Accordingly, Gwonwu preferred classical Chinese poems to archaistic poems, and single poems to serial poems; and avoided writing poems within social relations such as farewell-poems, bestowal-poems, and mourning-poems. When the characteristics of Gwonwu's poetic literature get summarized as such, however, some questions remain. The preferential question is whether the poems in his anthology are the whole poetry of him. Although Gwonwu's poetic pieces that the writer of this paper have checked out till now are all in his anthology, it is very much questionable whether Gwonwu's poetry can be summed up only with these poems. The next question is what is the writing method for taking joy(spice), sentiment, and full-heart into his poems if Gwonwu's poems focus on exposing his internal emotions, and if poems exposing joy and poems exposing sentiment and full-heart appear coherently in various different spaces and circumstances of writing. The final question is what are the meanings of Gwonwu's poems if his poetry checked out through his anthology directly shows either the reality carried in his poems or the reality of a time in his life. The questions listed above are thought to be resolved by the synchronizing process of stereoscopic searches both for Gwonwu as an individual and for the era of his life. Especially, spurring deeper researches toward a new direction regarding Gwonwu's poetry has an important meaning for construction of a complete modern and contemporary history of Sino-Korean literature and for procurement of continuous research on Sino-Korean literature and its history. For the reason, it is thought that more efforts of researchers are required.

Topic Modeling Insomnia Social Media Corpus using BERTopic and Building Automatic Deep Learning Classification Model (BERTopic을 활용한 불면증 소셜 데이터 토픽 모델링 및 불면증 경향 문헌 딥러닝 자동분류 모델 구축)

  • Ko, Young Soo;Lee, Soobin;Cha, Minjung;Kim, Seongdeok;Lee, Juhee;Han, Ji Yeong;Song, Min
    • Journal of the Korean Society for information Management
    • /
    • v.39 no.2
    • /
    • pp.111-129
    • /
    • 2022
  • Insomnia is a chronic disease in modern society, with the number of new patients increasing by more than 20% in the last 5 years. Insomnia is a serious disease that requires diagnosis and treatment because the individual and social problems that occur when there is a lack of sleep are serious and the triggers of insomnia are complex. This study collected 5,699 data from 'insomnia', a community on 'Reddit', a social media that freely expresses opinions. Based on the International Classification of Sleep Disorders ICSD-3 standard and the guidelines with the help of experts, the insomnia corpus was constructed by tagging them as insomnia tendency documents and non-insomnia tendency documents. Five deep learning language models (BERT, RoBERTa, ALBERT, ELECTRA, XLNet) were trained using the constructed insomnia corpus as training data. As a result of performance evaluation, RoBERTa showed the highest performance with an accuracy of 81.33%. In order to in-depth analysis of insomnia social data, topic modeling was performed using the newly emerged BERTopic method by supplementing the weaknesses of LDA, which is widely used in the past. As a result of the analysis, 8 subject groups ('Negative emotions', 'Advice and help and gratitude', 'Insomnia-related diseases', 'Sleeping pills', 'Exercise and eating habits', 'Physical characteristics', 'Activity characteristics', 'Environmental characteristics') could be confirmed. Users expressed negative emotions and sought help and advice from the Reddit insomnia community. In addition, they mentioned diseases related to insomnia, shared discourse on the use of sleeping pills, and expressed interest in exercise and eating habits. As insomnia-related characteristics, we found physical characteristics such as breathing, pregnancy, and heart, active characteristics such as zombies, hypnic jerk, and groggy, and environmental characteristics such as sunlight, blankets, temperature, and naps.

Difference in reading facial expressions as the empathy-systemizing type - focusing on emotional recognition and emotional discrimination - (공감-체계화 유형에 따른 얼굴 표정 읽기의 차이 - 정서읽기와 정서변별을 중심으로 -)

  • Tae, Eun-Ju;Cho, Kyung-Ja;Park, Soo-Jin;Han, Kwang-Hee;Ghim, Hei-Rhee
    • Science of Emotion and Sensibility
    • /
    • v.11 no.4
    • /
    • pp.613-628
    • /
    • 2008
  • Mind reading is an essential part of normal social functioning and empathy plays a key role in social understanding. This study investigated how individual differences can have an effect on reading emotions in facial expressions, focusing on empathizing and systemizing. Two experiments were conducted. In study 1, participants performed emotion recognition test using facial expressions to investigate how emotion recognition can be different as empathy-systemizing type, facial areas, and emotion type. Study 2 examined how emotion recognition can be different as empathy-systemizing type, facial areas, and emotion type. An emotion discrimination test was used instead, with every other condition the same as in studies 1. Results from study 2 showed mostly same results as study 1: there were significant differences among facial areas and emotion type and also have an interaction effect between facial areas and emotion type. On the other hand, there was an interaction effect between empathy-systemizing type and emotion type in study 2. That is, how much people empathize and systemize can make difference in emotional discrimination. These results suggested that the empathy-systemizing type was more appropriate to explain emotion discrimination than emotion recognition.

  • PDF

The Effects of Emotional Clarity and Empathy on Interpersonal Competence among Nursing College Students (간호대학생의 정서인식명확성, 공감능력이 대인관계 유능성에 미치는 영향)

  • Kim, Jong-Im
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.21 no.6
    • /
    • pp.286-295
    • /
    • 2020
  • This study examined the effects of emotional clarity and empathic ability on interpersonal competence among nursing college students. The subjects included college students in some provinces. The research period was November and December 2019. Two hundred and eighty five students were analyzed. The data collected were analyzed by descriptive statistics, t-test, ANOVA, Pearson's correlation, and stepwise multiple regression analysis. The findings show that empathy (β=.551, p<.001), emotional clarity (β=.288, p<.001), and satisfaction with college life (β=.092, p<.001) had significant effects on interpersonal competence with an explanatory power of 47.4%. Interpersonal competence had significant positive correlations with empathy (r=.641, p<.001) and emotional clarity (r=.443, p<.001). Therefore, it is important to reinforce the development and application of customized individual counseling programs designed to enhance empathy. This encourages nursing college students to understand emotional clarity, which helps them recognize others' emotions as well as their own and make proper reactions. Accordingly, satisfaction with college life, which adds more vitality to their college life, will increase the interpersonal competence of nursing college students. In the future, repeating and in-depth research should be conducted to include emotional and psychological factors of interpersonal competence. A standardized research tool will be needed to measure interpersonal competence.

The Quality of Life of Skin Disease Patients, Particularly Acne Patients (여드름을 중심으로 한 피부질환 환자의 삶의 질)

  • Byun, Hak-Sung;Um, Yu-Sik;Hur, Inn-Hee;Sim, Sung-Yong;Kim, Kyung-Jin
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
    • /
    • v.19 no.1
    • /
    • pp.65-78
    • /
    • 2006
  • Background : Quality of life(Qol) is a broad concept that incorporates all aspects of an individual's existence. There is many study about Qol of the patient with dermatic disease in the west, but in korea there is few study, particularly for oriental medical academic world. Objective : The purpose of this study is to Investigate the influence of dermatic disease, particularly acne on the Qol by using the korean version of skindex-29. Method : We measured the Qol of Kyungwon university student participating in Dongseo health examination by using the Korean version of Skindex-29. A total of 535 students were enrolled In this study. Results are reported as 3 scales scores (functions, emotions, and symptoms) and a composite score (average scale score). Result : 1) There were no statistically significant gender-related differences in Qol scores in patient group with acne. 2) There were no significant correlation between Age Duration and Qol socres in patient group with acne. 3) Acne group marked higher Qol scores than contact dermatitis and normal group (lower than Acne with atopic dermatitis group) within emotional scales. 4) Acne group marked higher Qol scores than scar, tinea cruris, and normal group (lower than Acne with atopic dermatitis group) within functional and total scales. 5) Acne group marked higher Qol scores than tinea cruris and normal group (lower than Atopic dermatitis group) within symptom scales. 6) In acne group that feel the necessity of medical treatment, group that be treated by occidental medical method marked lower Qol scores than group that don't be treated within functional, symptom, and total scales. 7) In acne group that don't be treated, group that feel the necessity of medical treatment marked higher Qol scores than group that don't feel within emotional, functional, and total scales. 8) Acne group that don't fee the necessity of medical treatment and be treated marked high scores than normal group within all scales. Conclusion : Acne is sometimes thought of as unimportant, but Acne significantly affects patient's Qol. Occidental medical treatment can help Acne patients to improve Qol. Even if someone who suffering from acne feel that he don't need to be treated, he had lower Qol than healthy controls. And we can expect that proper occidental medical treatment help him. But few study have discuss whether oriental medical method can improve Qol of acne patients. From now on we expect interesting study that measure effect of oriental medical therapy on Qol of Acne patients and compare with occidental medical therapy by using Qol mesure instrument.

  • PDF

Analyses of Brand Community Characteristics, Members' Behavioral Patterns & Participation Experiences, and Quality of Relationship according to Community Formation Orientation: Comparisons between Maker Oriented Community and Customer Oriented Community (브랜드 커뮤니티 형성과정에 따른 커뮤니티의 특징, 구성원의 행태와 참여경험 및 관계의 질에 대한 분석)

  • Yoo, Chang-Jo;Jung, Hye-Eun
    • Proceedings of the Korean Association for Survey Research Conference
    • /
    • 2005.12a
    • /
    • pp.187-220
    • /
    • 2005
  • The purpose of this study is to analyze supporters' community formation motives/ Process/consumption experiences and community characteristics. For this purpose, this study collected the data using ethnographic interview. participant observation, documents and media reports. The results of this study show that supporters communities' formation and diffusion process were influenced by individual characteristics(e.g., personality, hobby and etc.), community characteristics(e.g.,team performance, star player, facilities and etc.) and external factors(ex: media movement etc.) and supporters have experienced various emotions such as intimacy. cohesion, pride and so on through various activities at on-line and off-line site. Community characteristics were classified into we-ness, rituals/traditions, moral responsibility. We found that we-ness influenced emotional dimensions such as joy, pleasure, fun and excitement. rituals and traditions made members feel passion. hope. love and vitality. and moral responsibility provided satisfaction. enthusiasm anxiety. regret and so on. Also, emotional attachment and brand loyalty were increased by these experiential aspects of community consumption.

  • PDF

The Experiences of Nursing Student's Introductory Clinical Practice (간호대학생의 임상입문실습 경험)

  • Kim, Hyun-Ju;Song, Hoo-Seung
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.21 no.2
    • /
    • pp.74-84
    • /
    • 2020
  • This study was conducted to discover the meaning and the essential structure of the experiences of nursing students' introductory clinical practice. The participants were eight nursing students who had carried out the introductory clinical practice at a hospital. The data was collected from July 15 2019 to July 31, 2019 through focus group discussions and in-depth individual interviews using non-structured questionnaires. The data was analyzed by Colaizzi's phenomenological analysis methodology. The introductory clinical practice experienced by nursing students was categorized as followed: 'Feel worried and concern about expectations at the same time', 'Hospital experience as reality', 'Becoming accustomed to complexed emotion's, 'The first step of becoming a nurse', and 'Preparation for the future'. The five categories were expanded in the same context according to time. The essential structure of the clinical introductory practice experiences of the nursing students revealed by the study is that they begin to practice feeling worried and concerned about expectations, and concern about experience and adaption to various situations, emotions and preparation for the future. Based on the results obtained from this study, it is necessary to develop a realistic and effective education program before starting clinical practice.

The Effect of Perceived Similarity on Leader-member Exchange and Deviant Workplace Behavior (비교이론이 리더-구성원 교환이론과 직장 내 일탈행위에 미치는 영향)

  • Kim, Soo Kyung
    • The Journal of the Korea Contents Association
    • /
    • v.20 no.7
    • /
    • pp.629-635
    • /
    • 2020
  • Using a sample of two-hundred thirty-eight employees in the service industry, this study examined the relationships between perceived similarity, leader-member exchange (LMX), envy, and deviant workplace behavior (DWB) drawing on social comparison theory. Specifically, the current study predicts that an individual who perceives similarity to co-workers whose LMX is higher is more likely to report lower levels of LMX by focusing on upward social comparison. In addition, the study examines the moderating effect of envy in the relationship between perceived similarity and LMX. The results of the study supported the hypotheses, implying that, first, envious feelings coming from lower levels of LMX positively predict DWB. Second, employee envy moderated the relationship between perceived similarity and LMX such that envious people who report being similar to their colleagues also report lower levels of LMX with their supervisors. This means that employees who reported lower levels of LMX with their supervisors, reported committing more DWB than their counterparts. Finally, LMX mediates the relationship between perceived similarity and DWB, indicating that individuals who view themselves similarly to their colleagues report lower levels of LMX with their supervisors and in turn commit more DWB. We believe that it highlights the need for employees to feel special in order to have unique attention by, and relationships with their supervisors. These results have implications and suggest the need for the further study of employee's negative emotions, LMX theory, and DWB.

The Effects of the Attractiveness of an Internet Shopping Mall and Flow on Affective Commitment

  • Kang, Sung-Ju;Kim, Jae-Yeong;Park, Young-Kyun
    • Journal of Distribution Science
    • /
    • v.9 no.4
    • /
    • pp.29-42
    • /
    • 2011
  • With the many advantages of the internet, online shopping has become one of the fastest growing types of retail businesses. However, internet-based firms are much more firmly required to retain existing customers rather than secure new ones, and to make them revisit the site by strengthening trust and loyalty, thereby improving profits and outrivaling competitors. Commitment is an essential part of successful long-term relationships between buyers and sellers. Although commitments by both parties in an exchange can provide the foundation for the development of relational social norms, disproportionate commitments can lead to opportunism by the less committed partner. Moreover, flow, which is characterized by intense concentration and enjoyment, was found to be significantly linked with exploratory use behavior, which in turn was linked to the extent of computer use. The level of flow was, itself, determined by the individual's sense of being in control, and the level of challenge perceived in maneuvering a website. Website attractiveness goes hand in hand with the attractiveness of an internet shopping mall, and it can be conceptualized as the persuasive effectiveness of a message by the use of familiarity, favor, similarity, etc. It occurs when information receivers try to achieve self-satisfaction when they actually or emotionally identify themselves with an information source. This study investigates the relationship between the perceived system characteristics of an internet shopping mall and the loyalty of online consumers, and it examines how perceived website attractiveness and flow play mediating roles between the perceived system characteristics of an internet shopping mall and the affective commitment in the context of a clothes internet shopping mall. For these purposes, a structural model comprising several variables was developed. That model was tested with an analysis of moment structure (AMOS) using data from respondents who had purchased clothing through the internet during the past three months. In this model, the perceived system characteristics of an internet shopping mall, such as familiarity, reputation, uniqueness, positive emotions, self-efficacy, and interactivity, were proposed to affect the website's attractiveness and flow, and lead to a higher affective commitment over time. Thus, the perceived website attractiveness and flow were proposed as core mediating variables between perceived system characteristics and affective commitment. The results of a reliability test using Cronbach's Alpha, and a confirmatory factor analysis warranted using unidimensionality for the measures for each construct. In addition, the nomological validity of the measures was warranted from the results of a correlation analysis. The results of empirical analyses indicated that systematic attributes resulting in website attractiveness and user's characteristics, thereby triggering customers' flow, play a crucial role in inducing customers' affective commitment, and a user's characteristics are twice as important as systematic attributes in this study. Moreover, familiarity, reputation, and uniqueness all have a significant effect on website attractiveness, and the research showed that uniqueness took the first place, and that familiarity and reputation followed in order of magnitude. The fact that reputation was not the most important factor that affects the attractiveness of an internet shopping mall, with uniqueness or familiarity having a greater impact, suggests much deeper implications. Finally, positive emotion, self-efficacy, and interactivity all have a significant effect on customers' flow. In particular, the fact that positive emotion, compared to self-efficacy or interactivity, has much more impact on flow is very suggestive.

  • PDF