• Title/Summary/Keyword: Emotional value

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Product Feature Extraction and Rating Distribution Using User Reviews (사용자 리뷰를 이용한 상품 특징 추출 및 평점 분배)

  • Son, Soobin;Chun, Jonghoon
    • The Journal of Society for e-Business Studies
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    • v.22 no.1
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    • pp.65-87
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    • 2017
  • We propose a method to analyze the user reviews and ratings of the products in the online shopping mall and automatically extracts the features of the products to determine the characteristics of a product. By judging whether a rating is given by a specific feature of a product, our method distributes the score to each feature. Conventional methods force users to wastes time reading overflowing number of reviews and ratings to decide whether to buy the product or not. Moreover, it is difficult to grasp the merits and demerits of the product, because of the way reviews and ratings are provided. It is structured in a way that it is impossible to decide which rating is given to the which characteristics of the product. Therefore, in this paper, to resolve this problem, we propose a method to automatically extract the feature of the product from the user review and distribute the score to appropriate characteristics of the product by calculating the rating of each feature from the overall rating. proposed method collects product reviews and ratings, conducts morphological analysis, and extracts features and emotional words of the products. In addition, a method for determining the polarity of a sentence in which the feature appears is given a weight value for each feature. results of the experiment and the questionnaires comparing the existing methods show the usefulness of the proposed method. We also validates the results by comparing the analysis conducted by the product review experts.

The Nutritional Status by Stress on Freshmen of University (대학 신입생의 스트레스 민감 여부에 따른 영양상태)

  • Lee, Young-Hee;Rhie, Seung-Gyo;Won, Hyang-Rye
    • The Korean Journal of Community Living Science
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    • v.17 no.4
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    • pp.81-95
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    • 2006
  • This study was made to find out how stress affect on nutrition status of the college freshmen who were experiencing physical growth and development as well as drastic emotional change. 400 male and female freshmen in 4 year colleges were surveyed respectively through the health check-up procedure for college entrance in February, In order to find out the stress in each group frustration, deprivation, lack of self efficacy, type A behavior and anxiety response were surveyed through 10 questions with total 40 points by assigning 4 points for each question. Diet Status was expressed by DDS (Dietary Diversity Score by 5 food groups) and DVS(Dietary Variety Score). 24-hrs recall method was used to find out the quantity of daily nutrient of EAR(estimated adquacy ratio) by KDRIs(Korean Dietary Recommended Intakes). Nutrition level was analyzed by Can-Pro for professionals (Korea Nutrition Association). And for the quality intake, percentage was calculated and MAR(Mean Adequacy Ratio) were produced. Highest point was obtained in the stress of anxiety with the total 40 score of 30.20, and the scores were 29.79, 28.67, and 28.39 for deprivation, type A behavior and frustration respectively. There was no difference of blood components in accordance with stress type. Stress type was divided into less sensitive group and highly sensitive one and the relationship with the blood nutrient status was observed. The difference of blood component and blood pressure in sensitive and highly sensitive groups was observed in deprivation and anxiety. The index of blood pressure(p<0.05), hemoglobin(p<0.01), HDL-cholesterol(p<0.05), and Fe(p<0.05) was high in the deprivation of sensitive group. Blood pressure and hemoglobin was high in type A of sensitive group(p<0.05). And the contents of blood triglyceride was high in the anxiety of sensitive group(p<0.001) The result of nutrition intake analysis according to stress type showed that there was low intake for energy, riboflavin, and niacin. When the degree of deprivation was high there was a lack of riboflavin intake and there was no significant difference of nutrition intake in lack of self efficacy, type A behavior and anxiety response. Thus, it is necessary for colleges to educate the students to maintain mental stability through various programs and activities after catching a kind and extent of the stress college students we meeting with like the confusion of value system, open heterosexual relationship, and the employment difficulties linked with political uncertainty and economic recession.

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A Study on the Effects of Married Women's Intention of Childbirth (기혼여성의 출산의향에 영향을 미치는 요인에 관한 연구)

  • Un, Sun-Kyoung;Park, Hyo-Jin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.4
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    • pp.210-217
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    • 2020
  • This paper analyzes the factors influencing the childbirth intention of married women with the goal of analyzing whether times of spouses' housework, marital satisfaction, values of children and traditional gender role, and social services related to the reduction of low fertility contribute to women's intention to give birth. The respondents of the research were 1,000 married women, and the research was conducted with 482 women of childbirth intention. The findings are as follows. Age of sociodemographic factors has an influence on the childbirth intention. Related to family's character, factors influencing childbirth intention are number of children, times of spouses' housework, and marital satisfaction. In addition, emotional and instrumental values of children, number of recognized public services for reduction of low fertility. In other words, the more women share housework with spouses and satisfy their marital life, the more childbirth intention of women is increased. In order to improve childbirth intention, changes of perception of gender role and sharing housework, reinforcement of social system for work and family compatibility that convert changes of perception into action, advanced marital relationship programs, extensive support for subfertility and a huge build-up of social services related to reduction of low fertility need to be provided.

Emotion Changes during Virtual Bowling Game: An EEG Study on Hemispheric Asymmetry (가상현실볼링 수행에 따른 정서변화: 대뇌반구 비대칭 연구)

  • Shin, Kyeong-Sik;Kim, Jin-Gu;Ryu, Kwang-Min
    • Science of Emotion and Sensibility
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    • v.20 no.1
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    • pp.49-56
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    • 2017
  • The purpose of this study was to investigate the effects of virtual reality bowling on emotional changes using EEG (Electroencephalogram). Sixteen bowling players who have at least three years of experiences in bowling participated in this study. Their aged ranged from 26 to 35 years old with a mean age of 29.6 years. The frontal lobes (Fp2-Fp1, F4-F3, F8-F7) of each player were measured while subjects were performing five games of bowling. And after performing every frame, their emotion was measured immediately with Visual Analogue Scale. The data were analyzed by one-way analysis of variance to test differences in the alpha value of each region of the frontal lobes. The dependent variable is the alpha power of the cerebral asymmetry. The results showed that players who scored a strike showed higher VAS values than those who missed the spares or cleared the spares; those who cleared spares showed higher VAS values than those who missed spares In addition, with respect to frontal R-L asymmetry score, the alpha-wave of the left frontal lobe was activated when scoring a strike and clearing spares and the alpha-wave of the right frontal lobe was activated when missing spares. In conclusion, the results of this study demonstrated that success or achievement in competition gives rise to positive emotions and vice versa. This study neurophysiologically proved that performance outcomes during a competition directly influence players' emotion and brain waves.

A Study of Influential Variables on Adaptation to College life among College Students from Cosmetology-related Departments (미용관련 대학생들의 대학생활적응에 영향을 미치는 변인)

  • Yoo, Eun-Ju;Kim, Soon-Ku;Shim, Sun-Nyu
    • Journal of Digital Convergence
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    • v.11 no.11
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    • pp.633-642
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    • 2013
  • This study has attempted to investigate correlations among variables against 366 college students from cosmetology-related departments in Busan and figure out the effects of the variables which have an effect on adaptation to college life. First, in terms of 'college life stress', a positive correlation was observed with 'depression' while a negative correlation was found with 'adaptation to college life'. As 'social support' increased, 'self-efficacy' and 'adaptation to college life' were high as well. However, 'depression' was low. On the contrary, 'self-efficacy' revealed a negative correlation with 'depression' but a positive correlation with 'adaptation to college life'. Second, as peer support and professor support increased, and academic performance and value-related problems and depression decreased, 'adaptation to college life' was satisfying. Third, in terms of the effect of 'adaptation to academic achievements', 'academic matters' was the highest. In terms of the effect of social adaptation, 'peer support' was the highest. In terms of the effect of emotional and physical adaptations, 'depression' was the highest. In terms of the effect of attachment to college, 'professor issues' were the highest.

An Ethnographic Research Study on Childbearing Process of Mother with Children in Korea (자녀를 둔 어머니의 출산과정 경험)

  • Kim, Young-Hee
    • Women's Health Nursing
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    • v.7 no.3
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    • pp.271-283
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    • 2001
  • The childbearing process is a sociocultural phenomenon of a woman who gives birth to a child as well as a biological phenomenon. The purpose of this ethnographic research study was to explore the experience of childbearing process of mothers with children from pregnancy to the 3 months postpartum in Korea and to understand deeply the perspectives of childbearing women reflected on Korean sociocultural values. A convenient sample of 10 childbearing women were observed from January to October 2000 through field work in Seoul, Korea. Data analysis was accomplished under ongoing process. The results of this study were as follows : The mothers with children experienced self-reflection, family relation, and physical adaptation during pregnancy. In self-reflection, all mothers experienced universality and diversity in their self-discovering process. The universal experiences were maturation, life with family and priority on maternal value between being a mother and a woman. The diverse experiences were taking a dual role of working mother, emotional drift of a resigned mother, and disheartened life of a mother who has two daughters. In family relation, the foundation of the new marital relationship were attained during childbearing process and sexual life were changed for the benefit of a healthy mother and a healthy baby. All mothers established friendly relations with their mothers, but established friendly or conflicting or constraining relations with their mother-in-laws due to husband based family culture. In physical adaptation, the informants endured well the physical discomfort and recognized general appearance change. Also maternal-fetal interaction occurred and mothers realistically felt motherhood and accepted themselves as mother-to-be. The mothers prepared for the best delivery, look for a safe childbirth center, newborn goods, endorsed family coping during hospitalization and responded labor pain to make it more endurable, less painful, fast passed owing to labor recognition of the natural process to be a mother. After childbirth, they felt emancipation, satisfaction, accomplishment, more easiness, actually feeling as mother-to-be, emptiness, and showed response to the sex of newborn. Their Sanhujori practice was different according to the Sanhujori environment including provider, place, time in postpartum and reflected on Sanhubyung. The mothers felt actually mother-to-be and happiness during lactation regardless of feeding pattern. These mothers had a different maternal image about rearing subjecthood through their child-rearing experience. But all mothers felt need for family support and social support. The universal rearing response were actual feeling of mother-to-be, a strenuous experience, a pride on child-rearing, confusion, reflecting marital relationship, and wondering rivalry among children. In conclusion, mother of all with children went through self-discovery, self-reflection and made connections with the family as a mother and as a woman simultaneously during the childbearing process. Therefore it is suggested when harmony and balance between a mother and a woman is accomplished, the woman will lead a healthy and high quality of life. Also, this study sought to confirm the sociocultural factors affecting the childbearing process from the perspectives of the women with children. Therefore health care providers must understand deeply the childbearing women with children based on this finding of and try a integrative approach with new ideology of maternity with biocultural perspectives in a clinical setting.

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Estimation of Elderly Needing Long-term Care in S-city Gyeonggi-do according to ADL and IADL (경기도 S시 노인의 신체적 및 도구적 일상생활수행능력에 근거한 장기요양시설 보호대상자 추계)

  • Lee, Hoo-Yeon;Kim, Sung-A;Lee, Hye-Jean;Jung, Sang-Hyuk
    • Journal of agricultural medicine and community health
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    • v.29 no.2
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    • pp.237-247
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    • 2004
  • Objectives: The purpose of this study is to estimate the needs of long-term care in S-city Gyeonggi-do according to ADL and IADL. Methods: We surveyed to investigate the needs of 397 study samples which had been selected by stratified randomized sampling, 2.7% in each Dong of S-city. We estimated the disability of elderly by using standards based on ADL and IADL of OECD and Korea Institute for Health and Social Affairs. Results and Conclusions: According to standards of OECD, the elderly with severe disability were 4,712(31.2%). According to standards of Korea Institute for Health and Social Affairs, the severe disabled elderly with helper were 3,776(24.9%) and the severe disabled elderly without helper 2,130(14.1%) So We concluded that the long-term care beds estimated by need were from 2,130 to 4,712. To estimate the long-term care beds, we have to consider together physical, mental, nutrition, and cognition status, existence of helper, helper characteristics, and emotional relationship between elderly and helper. But we considered only disability grades of physical states and existence of helper in this study. So it will be useful to conduct study to consider these other factors in future. At the same time this study is of value to estimate objectively long-term care needs based on physical needs in one region.

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A Study on the Cognitive Characteristics of Analog Image and Digital Image as a Symbolic Function in the Two-Dimensional Smartphone Form (2차원 스마트폰형상에 있어서 상징적 기능으로서 아날로그이미지 및 디지털이미지의 인지특성 연구)

  • Lee, Jin Seung;Kim, Jin Sung
    • Journal of the HCI Society of Korea
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    • v.13 no.3
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    • pp.17-33
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    • 2018
  • Humans process aesthetic functions of objects such as form, size, color, and texture through vision, while at the same time observe them with a symbolic function by a new psychological interpretation based on their past experience. Therefore, it is more important to study and understand the thoughts and psychological influences of how humans perceive with their eyes than what humans simply look with them. With this research purpose in the background, this study will demonstrate in detail the cognitive characteristics of analog and digital images as a symbolic function with a "formative" point of view. Five hypotheses were established, which were proven through the following tests: smartphone, most frequently used in our daily lives, is simplified to a two-dimensional line drawing form, which is set to instances where the R(radius) is applied to the horizontal line of the two-dimensional form of smartphone, where Run-in-R(radius) is applied, and R(radius) rounding is applied to the edges of those shapes. The shapes were combined to form 12 pairs, which was used in a test to the test subjects. As a result, some human characteristics were observed; in specific, some helped prove objectively how humans perceived analog and digital images as psychologically stronger as a symbolic function. If people's thoughts and feelings gained through such study could be stored in database as one value and be provided to product designers, I believe it could be developed into design form as a basic emotional design that consumers desire.

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Difference of Facial Skin Temperature Responses between Fear and Joy (공포와 기쁨 정서 간 안면온도 반응의 차이)

  • Eum, Yeong-Ji;Eom, Jin-Sup;Sohn, Jin-Hun
    • Science of Emotion and Sensibility
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    • v.15 no.1
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    • pp.1-8
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    • 2012
  • There have been many emotion researches to investigate physiological responses on specific emotions with physiological parameters such as heart rate, blood volume flow, and skin conductance. Very few researches, however, exists by detecting them with facial skin temperature. The purpose of present study was to observe the differences of facial skin temperature by using thermal camera, when participants stimulated by monitor scenes which could evoke fear or joy. There were totally 98 of participants; undergraduate students who were in their adult age and middle, high school students who were in their adolescence. We measured their facial temperature, before and after presenting emotional stimulus to see changes between both times. Temperature values were extracted in these regions; forehead, inner corners of the eyes, bridge of the nose, end of the nose, and cheeks. Temperature values in bridge and end of the nose were significantly decreased in fear emotion stimulated. There was also significant temperature increase in the area of forehead and the inner corners of the eyes, while the temperature value in end of the nose decreased. It showed decrease in both stimulated fear and joy. These results might be described as follows: When arousal level going up, sympathetic nervous activity increases, and in turn it makes blood flow in peripheral vessels under the nose decrease. Facial temperature changes by fear or joy in this study were the same as the previous studies which measured temperature of finger tip, when participants experiencing emotions. Our results may help to develop emotion-measuring techniques and establish computer system bases which are to detect human emotions.

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A Study on virtual character from the viewpoint of E-branding (E-branding관점에서 본 감정이입 가상 캐릭터의 연구)

  • 이지희
    • Archives of design research
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    • v.17 no.3
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    • pp.81-90
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    • 2004
  • The reason of the appearance of Internet is regarded as a milestone since we have shared information globally in a mutual way. The important thing on this point is what contents we choose for ourselves. The Internet could be meaningless unless we use it in a certain way, which ultimately means that the Internet has to deliver something valuable to us humans. Therefore, we have looked at how we can deliver and share humanity and emotion through the Internet, also how we can instill vital power into our real life, through the Internet. Fortunately, the current study must essentially be ongoing due to its nature with perhaps a multidisciplinary team brainstorming ideas. The reason for that is that not only could we find new business models for companies, but also find out new ways to appease the human mind in the modern age. In addition, as consumers needs become more specialized and diversified, companies are expected to face up to fierce competition with the help of innovative ideas. The ever-intensifying competition requires companies to cultivate new strategic tools in order to have new, powerful and sustainable comparative advantages. The goal of this research will be to explore ways of finding a new approach. Specifically, this research is about how to use the EVC(empathetic virtual character), which, this researcher believes, can deliver emotional benefits so as to make e-branding successful. According to reports, it has been proven that this new concept including the EVC can result in tremendous success. So the goal of this research is to explore the current situation and to anticipate the future concerning virtual characters.

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