• Title/Summary/Keyword: Cultural Big Data

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A System for Automatic Classification of Traditional Culture Texts (전통문화 콘텐츠 표준체계를 활용한 자동 텍스트 분류 시스템)

  • Hur, YunA;Lee, DongYub;Kim, Kuekyeng;Yu, Wonhee;Lim, HeuiSeok
    • Journal of the Korea Convergence Society
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    • v.8 no.12
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    • pp.39-47
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    • 2017
  • The Internet have increased the number of digital web documents related to the history and traditions of Korean Culture. However, users who search for creators or materials related to traditional cultures are not able to get the information they want and the results are not enough. Document classification is required to access this effective information. In the past, document classification has been difficult to manually and manually classify documents, but it has recently been difficult to spend a lot of time and money. Therefore, this paper develops an automatic text classification model of traditional cultural contents based on the data of the Korean information culture field composed of systematic classifications of traditional cultural contents. This study applied TF-IDF model, Bag-of-Words model, and TF-IDF/Bag-of-Words combined model to extract word frequencies for 'Korea Traditional Culture' data. And we developed the automatic text classification model of traditional cultural contents using Support Vector Machine classification algorithm.

The effects of visual and auditory information as A tool of emotional value assessment (감성 가치 평가를 위한 시각적, 청각적 매체의 효용)

  • Kim Myung-Suk;Lee Eun-Chang
    • Journal of Science of Art and Design
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    • v.1
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    • pp.95-123
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    • 1999
  • The goal of this research is a visual and auditory tool development enabling designers to have the same emotional value with users in the process of user centered design. Through the research, we intend to show the aid measure for making cognitive gaps narrow between users and designer in the process of transforming and understanding the emotional needs as a verbal image. because In the business practice of design, most of tools and techniques for assessment and analysis of emotional needs are those used usually in the marketing fields. So the information generated and transformed from users to designers have a form of physical words. When the designer's understanding of the emotional needs is considered as a product mediated communication process, the morphologic and cognitive information gaps become obvious. This difference could be a false basis in designing with emotional user needs. So the alternative needs assessment sub-tools of visual and auditory information form was embodied mainly for designer's cognitive gaps and inter-cultural emotional needs assessment. As the method of embodiment, Firstly, adjectives related to emotion were classified in their cognitive dimension. Secondly, visual and auditory data were extracted, and then the relativity verified. Finally, the practicality and effectiveness were tested through the database generation. In view of the results so far achieved, 1. We could find being of the big information cognitive gaps in the verbal assessment of emotional needs between designers and users. 2. With the visual and auditory assessment tool, we could make the big cognitive gaps narrower than we expected. 3. Also, we could find the chance that the fidelity, recognition, and friendliness of design for emotional user needs would become better.

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An Analysis of News Trends for Libraries in Korea: Based on 1990~2018 News Big Data (도서관에 대한 언론 보도 경향: 1990~2018 뉴스 빅데이터 분석)

  • Han, Seunghee
    • Journal of the Korean Society for information Management
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    • v.36 no.3
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    • pp.7-36
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    • 2019
  • In this study, quantitative and content analysis was conducted on 37,818 news articles that were reported on the subject of 'library' for 29 years from 1990 to 2018 in order to analyze the tendency of media coverage about 'library'. First, the quantitative change in media coverage was analyzed according to the criteria by time, subject and media type. In addition, keyword frequency analysis and semantic network analysis were conducted to analyze the trends of the contents of the press and the frames inherent in the press. The results showed that the media showed a major interest in the library's informational, educational, and cultural functions, and the trend of the subject's interest was generally consistent with that of the library community, except for the issue of librarianship. Lastly, the main attitudes that the media take toward the reporting of library articles were the reporting and advertising functions.

A Phenomenological Study on Mother-Infant Interacting Behavior Patterns Related to Newborn Infant Feeding in Korea (한국인 영아초기 수유시 모아상호작용 행동형태에 관한 현상학적 연구)

  • 한경자
    • Journal of Korean Academy of Nursing
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    • v.21 no.1
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    • pp.89-116
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    • 1991
  • The purpose of this study was to describe mother -infant interacting behavior patterns related to newborn infant feeding and to explore the mother's cultural belief about their infant. The data collection was conducted by observation and interview. Twenty-five mothers and their newborn infants who were normally delivered and were also planned to breast feed were comprised as the subjects of this study. All subjects were interviewed and observed individuaily at 1 to 5 days after the delivery at the hospital, mid -wife's clinic, Maternal Child Health Center and their home throughout the country from remote area to big city, The observation data were recorded with symbolic letter on a recording sheet newly developed as a result of preliminary study. The interview data were taperecorded and then recorded in narrative form. Mother - infant interaction behaviors in early feeding period were analyzed based on 19 analytic sub-categories and their composing elements. Unit of analysis were mother, infant and mother -infant dyad. 8 analytic categories draw from the data. Each were preparation, instrument, interaction inducing, evaluation referred to mother's behavior, preparation, instrument, interaction inducing referred to infant's behavior and synchronic behaviors referred to mother - infant dyad. Frequencies of behavior items based on the categories were converted to percent. The result showed that in mother's preparation behavior, the breast condition of Korean mother can be an affecting factor for mother - infant interaction during feeding, and vocalization behavior was observed most frequently in interaction inducing behavior while the least frequent behavior observed was contacting. Subcultural characteristics of mother - infant interaction behaviors were analyzed for their relationships between groups of mothers who have lived in remote area vs urban area, and who were multipara vs primipara. Using a chi -square test, there were statistically significant relationships in the activity of psychological readiness in preparation behavior and the movement of extremities for the position of instrumental behavior in both groups. However, interaction inducing behaviors were not related with statistical significance in any set of groups. Accomplishment of marriage, bonding and emotional mediation of family members were the categories related to mother's cultural belief about the infant in aspect of functional values. Infant at birth is considered little more than a biological organism without social capabilities. Although the newborn infant is still be attached to his mother, he makes his mother extend her territoriality. The mother's interacting behavior toward her infant based on those beliefs appeared task oriented, separative behavioral series. On the other hand, it was seen that infant reacted independently to his mother's behavior by the in-nate perceptual abilities. Those independent behavioral series of mother and infant on the feeding situation were synchronized at any moment. Nurses are In a unique position to teach mothers about their infant's capabilities and help reducing some of uncertainty about infant's behaviors. Study results indicated that the informations infant's social capabilities and breast feeding should be given to the mothers. The results of this study have several implications for nursing. First, the study results will be used as fundamental resources for the development of the assessment tool about the early mother - infant interaction. Second, the results could be a relevant information in the fied. I of maternal child nursing education as real and useful data. Third, the behavioral patterns of early mother - infant interaction which were classified based on the qualitative analysis could be used for nursing theory development as very fundamental data.

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A Study on the Perception and Experience of Daejeon Public Library Users Using Text Mining: Focusing on SNS and Online News Articles (텍스트마이닝을 활용한 대전시 공공도서관 이용자의 인식과 경험 연구 - SNS와 온라인 뉴스 기사를 중심으로 -)

  • Jiwon Choi;Seung-Jin Kwak
    • Journal of the Korean Society for Library and Information Science
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    • v.58 no.2
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    • pp.363-384
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    • 2024
  • This study was conducted to examine the user's experiences with the public library in Daejeon using big data analysis, focusing on the text mining technique. To know this, first, the overall evaluation and perception of users about the public library in Daejeon were explored by collecting data on social media. Second, through analysis using online news articles, the pending issues that are being discussed socially were identified. As a result of the analysis, the proportion of users with children was first high. Next, it was found that topics through LDA analysis appeared in four categories: 'cultural event/program', 'data use', 'physical environment and facilities', and 'library service'. Finally, it was confirmed that keywords for the additional construction of libraries and complex cultural spaces and the establishment of a library cooperation system appeared at the core in the news article data. Based on this, it was proposed to build a library in consideration of regional balance and to create a social parenting community network through business agreements with childcare and childcare institutions. This will contribute to identifying the policy and social trends of public libraries in Daejeon and implementing data-based public library operations that reflect local community demands.

Application Method of Information Technology for Local Culture Sharing and Environmental Protection (지역문화 공유 및 환경보호를 위한 정보기술 적용 방안)

  • Kim, Ho Jin;Kim, Chang Soo;Jung, Gun Ju;Kim, Jin Soo;Kim, Tae Gyu
    • Journal of the Society of Disaster Information
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    • v.16 no.2
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    • pp.364-373
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    • 2020
  • Purpose: Each local government has a variety of cultural spaces. However, users do not know exactly about cultural information or location. Therefore, information technology application methods are needed to effectively communicate the necessary information to local residents as well as to outsiders. In this paper, we studied the voluntary production of information for the sharing of local culture, and the methods for protecting the environment of the users themselves. Method: For this, information technology such as QR code, big data analysis, and interactive homepage based on SNS was used. Result: As a result, we derived a method of community creation by users, and the personal information protection from such activities. Conclusion: This research will contribute to the development of local culture by encouraging users to understand the local culture more and to participate in autonomous environmental improvement.

A Study on the Fashion of Islamic Image (이슬람풍 패션에 관한 연구)

  • Kim Joeng-a;Jeong Hyeon-nam;Yum Hea-jung
    • Journal of the Korean Society of Clothing and Textiles
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    • v.29 no.1 s.139
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    • pp.23-34
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    • 2005
  • The purpose of this study is to spread the public recognition for the style of Islamic dress has been ignorantly left and provide this as the basic data for Islamic fashion design. This treatise restricts the Islamic scope into the southeast Asia and confuted the study referring to Islam related books, treatise, domestic and foreign fashion magazines as well as newspaper articles, Internet and screen materials. The study results are as follows: Commonly Islam as a term of religious scope means complex cultural body based on Islam. 1. The Islamic social and cultural images were categorized as (1) conservative and sexual (2) simple, static, decorative and rhythmical (3) dark, violent, bright and amusing image. 2. Islamic nations' style of dress was characterized (1) surface decorative dress (2) practical outer garment (3) trousers style. 3. Both men and women basically put on trousers in children's stories and animations. In case of women, they wear skirts and according a social standing, tunic and caftan style jackets. As for men and women, Dey both wear turbans or chadors but in particular, wealthy classes put on a distinguishable turbans and chadors with splendid accessories. 4. The characteristics of Islamic fashion are lace decoration around a sleeve and the waist or blouse and harem pants with a elastic cord. In addition, they are splendid necklace and ring earings looking old, accessories with big pendants and dragging belts. These examples are shown in collections and streets.

An Analysis of the Experience of Users of National Ecological and Cultural Exploration Routes Using Big Data - A Focus on the Buan Masil Road and Gunsan Gubul Road - (빅데이터를 활용한 국가생태문화탐방로 이용자의 경험분석 - 부안 마실길과 군산 구불길을 대상으로 -)

  • Lee, Hyun-Jung;An, Byung-Chul
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.23 no.6
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    • pp.151-166
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    • 2020
  • Various experience keywords were derived through text mining analysis of two National Ecological and Cultural Exploration Routes. The results of this study were drawn as follows: The interaction between the experience keywords was analyzed by the degree centrality, closeness centrality, and betweenness centrality value calculated through the centrality analysis of the research site experience keywords. First, In the text mining analysis, 'walking' appeared as the top keyword in the I, II, and III periods of the two target areas. The keywords related to the stay type of "rental cottage" and "recreational forest" were derived for Masil Road in relation to accommodation facilities. However, the keywords related to the accommodation were not derived in Gubul Road. Second, as a result of the centrality analysis, the degree centrality of the keywords "walking", "sea", "look", "salt flats" of Masil Road and "walking", "lake" and "park" of Gubul Road was high. The keywords located at the center are "walking" and "sea" in the Masil Road, and "walking" in the Gubul Road. As an influential keyword, Masil Road is "experience" and Gubul Road is "history". Third, According to the results of the analysis, the keywords that appeared at the top of the Gubul Road are derived from the keywords related to the 1 ~ 8 course, and it is judged that the visitors are visiting the 1 ~ 8 course trail evenly. However, the Gubul Road only appears in the top keyword only for a few courses. Through this, it seems that three courses are intensively visited as the main course of 6 Gubul Road, 6-1 Gubul Road, and 8 Gubul Road.

The Impact of Metaverse Development and Application on Industry and Society (메타버스의 발전과 적용이 산업과 사회에 미치는 영향)

  • Moon, Seung Hyeog
    • The Journal of the Convergence on Culture Technology
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    • v.8 no.3
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    • pp.515-520
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    • 2022
  • Metaverse is at the center of heated debates in many areas recently. Coupled with real world, metaverse is extending its domain into social and cultural activities in addition to economic value creation as untact activities increase. Global companies are investing in R&D for metaverse. The reason is that metaverse is supposed to create new value by converging virtual and real worlds thanks to technology advancement such as AI, big data, 3D graphic, 5G, cloud computing, etc. Thus, innovative changes are expected in the economic, social and cultural areas. However, there are many problems to be solved yet for connecting virtual world and real one. Also, epoch-making development of products and services should be done for realistic experience and profit creation using virtual space in various industries beyond untact social activities against pandemic situation. The essence, present condition, development and its application areas of metaverse will be analyzed, and expected problems researched so that the strategy and methodology for securing global competitiveness will be addressed in coming metaverse era.

Maum as the Basis of Trust and Distrust in interpersonal Relationships from Indigenous and Cultural Perspectives (한국사회에서의 대인관계속의 신뢰와 불신의 기반으로서의 마음에 대한 문화심리학적 접근)

  • Sang-Chin Choi;Uichol Kim;Kibum Kim
    • Korean Journal of Culture and Social Issue
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    • v.9 no.2
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    • pp.1-17
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    • 2003
  • The fundamental goal of this paper is to make a sketch of what trust looks like in Korean culture. To pursue this goal, we have resorted to materials linked to trust whose characteristics are theoretical, conceptual, observational and illustrational. Although a shortage of empirical and systematic data on trust is a big obstacle to profound understanding of trust operating in Korea, we would like to assign some significance to our attempt to conceptualize the concept of trust as it really is in the Maum(mind) of common Koreans. We believe that research paradigm for behavioral science should be cast off in research of mind-related phenomena like trust. A general practice cherished to date in doing psychological research is to pinpoint exclusively its focus on external manifestation of a given concept with no precedent analyses about it in anthropological and cultural-psychological perspectives. We would like to argue that complete understanding of naïve psychology of those phenomena should precede construction of psychological theories about them. That is, knowledge of interpretations, experiences and theories laypersons have in relation to mind-related phenomena has to be underpinnings of further theoretical elaborations about those phenomena.

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