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Informatics analysis of consumer reviews for 「Frozen 2」 fashion collaboration products - Semantic networks and sentiment analysis - (「겨울왕국2」의 콜라보레이션 패션제품에 대한 소비자 리뷰 - 의미 네트워크와 감성분석 -)

  • Choi, Yeong-Hyeon;Lee, Kyu-Hye
    • The Research Journal of the Costume Culture
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    • v.28 no.2
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    • pp.265-284
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    • 2020
  • This study aimed to analyze the performance of Disney-collaborated fashion lines based on online consumer reviews. To do so, the researchers employed text mining and network analysis to identify key words in the reviews of these products. Blogs, internet cafes, and web documents provided by Naver, Daum, and YoutTube were selected as subjects for the analysis. The analysis period was limited to one year after for the 2019. Data collection and analysis were conducted using Python 3.7, Textom, and NodeXL. The research terms in question were as follows: 'Disney fashion collaboration' and 'Frozen fashion collaboration'. Preliminary survey results indicated that 'Elsa's dress' was the most frequently mentioned term and that the domestic fashion brand Eland Retail was the most active in selling Disney branded clothing through its own brand. The writers of reviews for Disney-collaborated fashion products were primarily mothers with daughters. Their decision to purchase these products was based upon the following factors; price, size, stability of decoration, shipping, laundry, and retailer. The motives for purchasing the product were the positive response of the consumer's child and the satisfaction of the parents due to the child's response. The problems to be solved included insufficient quantity of supply, delay in delivery, expensive price considering the number of times children's clothes are worn, poor glitter decoration, faded color, contamination from laundry, and undesirable smells immediately after the purchase.

Methodology for Identifying Key Factors in Sentiment Analysis by Customer Characteristics Using Attention Mechanism

  • Lee, Kwangho;Kim, Namgyu
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.3
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    • pp.207-218
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    • 2020
  • Recently, due to the increase of online reviews and the development of analysis technology, the interest and demand for online review analysis continues to increase. However, previous studies have not considered the emotions contained in each vocabulary may differ from one reviewer to another. Therefore, this study first classifies the customer group according to the customer's grade, and presents the result of analyzing the difference by performing review analysis for each customer group. We found that the price factor had a significant influence on the evaluation of products for customers with high ratings. On the contrary, in the case of low-grade customers, the degree of correspondence between the contents introduced in the mall and the actual product significantly influenced the evaluation of the product. We expect that the proposed methodology can be effectively used to establish differentiated marketing strategies by identifying factors that affect product evaluation by customer group.

Inferior Blow-Out Fracture Reduction Using Two Urinary Balloon Catheters

  • Jo, Eun Jun;Kim, Jong Hwan;Yang, Ho Jik
    • Archives of Craniofacial Surgery
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    • v.16 no.3
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    • pp.114-118
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    • 2015
  • Background: The reduction of orbital blowout fracture primarily aims to normalize the extra-ocular movement by returning the herniated orbital soft tissue into the original position, and to prevent enophthalmos by normalizing the orbital cavity volume. We introduce a balloon catheter-assisted orbital floor reduction technique. Methods: A retrospective review was performed for all patients with orbital floor fracture who underwent the technique described in the main body of this text. Medical records were reviewed for demographic data, clinical presentation and course, degree of enophthalmos, intraorbital volume on computed tomography scan, and postoperative outcomes. The enophthalmos and intraorbital volume of the injured site were compared to the uninjured eye and orbit. Results: The review identified 14 patients (11 male, 3 female). The mean preoperative difference in en-exopthalmos was 2.13 mm, while the mean orbital volume was 116%. The mean postoperative difference in en-exophthalmos had improved to 0.61 mm with a mean orbital volume of 101.85%. At the time of catheter removal at 10 days, three patients experienced diplopia (n=1), extra-ocular movement disorder (1), or enophthalmos (1). All of these had resolved by the 6-month follow-up visit. Conclusion: Balloon catheter-assisted reduction of the orbital floor fractures was associated with improvements in intraorbital volume and enopthalmos in the 14 patients. Notable complications included diplopia, enophthalmos, and limited extra-ocular movement, all of which were transient in the early postoperative period and had resolved by 6-month follow up.

A Study on Digitization of Historical Books (고전의 디지털 화상처리에 관한 연구)

  • 홍석일
    • Archives of design research
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    • v.13 no.3
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    • pp.293-302
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    • 2000
  • Historical books are records of information using text and images and is one of the valuable cultural heritages of mankind. However, these books wear, tear and are damaged with time, so we are restricted in our usage of them for study or research. There are many libraries and museums around the world researching a method to digitize the historical books to prevent their collection from damage. Digitizing the historical books not only produce digital images but also a valuable high quality digital information. Digitizing process also keeps the original content of the historical books as well as add a value as research material as a bibliographical, artistic and archaeological item. Furthermore, its information would be provided through a network, like internet, to share and to promote more advanced studies. The purpose of this study is to examine the principles and method of digitization of historical books. This study also researches the meaning and problems of digitizing process for more effective usage.

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A Study of protective measures of the source program for the development of the Internet of Things (IoT): Protection of the program as well as plagiarism research (사물인터넷(IoT)발전을 위한 소스프로그램 보호방안 연구: 프로그램의 보호와 유사표절 연구)

  • Lee, Jong-Sik
    • Journal of the Korea Convergence Society
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    • v.9 no.4
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    • pp.31-45
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    • 2018
  • Recent dramatical development of computer technology related to internet technology intensifies the dispute over software of computer or smart device. Research on software has been flourished with political issuing of fierce competition among nations for software development. Particularly industrial growth in ethernet based big data and IoT (Internet of Things) has promoted to build and develop open source programs based on java, xcode and C. On these circumstances, issue on software piracy has been confronted despite the basic security policy protecting intellectual property rights of software and thus it is of substantial importance to protect the rights of originality of source program license. However, the other issue on source technology protection of developer is the possibility of hindrance to advancement in industry and culture by developing programs. This study discuss the way of enhancing legal stability of IoT application program development and reinforcing precision in inspection of program plagiarism by analyzing the source programs with newly introducing text mining technique, thus suggests an alternative protective way of infringement of personal information due to duplicating program.

A Comparative Analysis of the Linguistic Features of Texts used in the unit of Volcano and Earthquake in Korean Elementary and Secondary School Science Textbooks (초.중등 과학 교과서 화산과 지진 관련 단원 글의 언어 구조 비교 분석)

  • Shin, Myung-Hwan;Maeng, Seung-Ho;Kim, Chan-Jong
    • Journal of the Korean earth science society
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    • v.31 no.1
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    • pp.36-50
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    • 2010
  • The purpose of this study is to investigate the aspect of variation of the texts in elementary and secondary school science textbooks at each grade level in terms of linguistic features. Data included some of the written texts related to 'Volcano and Earthquake' in Korean elementary and secondary school science textbooks in the seventh National Curriculum. The written texts were comparatively analyzed in terms of textual meaning, interpersonal meaning, and ideational meaning. Results revealed that there were different structures and linguistic features of the texts in school science textbooks depending on the grade level. Therefore, we argue that the differences in this study may make students feel difficult and strange when they read and understand science textbooks. We suggest that science teachers need to play the role of a mediator between students' understanding and the structural features of the scientific language in science learning.

Selecting a key issue through association analysis of realtime search words (실시간 검색어 연관 분석을 통한 핵심 이슈 선정)

  • Chong, Min-Yeong
    • Journal of Digital Convergence
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    • v.13 no.12
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    • pp.161-169
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    • 2015
  • Realtime search words of typical portal sites appear every few seconds in descending order by search frequency in order to show issues increasing rapidly in interest. However, the characteristics of realtime search words reordering within too short a time cause problems that they go over the key issues of the day. This paper proposes a method for deriving a key issue through association analysis of realtime search words. The proposed method first makes scores of realtime search words depending on the ranking and the relative interest, and derives the top 10 search words through descriptive statistics for groups. Then, it extracts association rules depending on 'support' and 'confidence', and chooses the key issue based on the results as a graph visualizing them. The results of experiments show that the key issue through association rules is more meaningful than the first realtime search word.

Procedural Model of XML Schema Framework for Digitalizing Disaster Information Management for Construction Facility (시설물 재해정보관리 전자화를 위한 XML스키마 구축 방법의 절차적 모형 구성)

  • Kang, Leen-Seok;Park, Seo-Young;Moon, Hyoun-Seok
    • Korean Journal of Construction Engineering and Management
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    • v.7 no.3 s.31
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    • pp.56-64
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    • 2006
  • The current disaster management manual is being utilized as a book or document-based type. It causes a low applicability and interoperability in practical business because each information has a different document format and it is difficult to recycle those information as common disaster information. The information reading by text type without electronic data and visual object also has a limitations in guaranteeing a quickness of disaster management business. Accordingly, the electronic document management system with visual information is necessary and the system needs to tie framed by XML schema because the electronic document standard will be changed from DTD to XML schema. This study attempts to develop a procedural methodology of an electronic document management system based on XML for disaster management. The applicability of the proposed results is verified by the simulated scenario.

A Study on the Japanese Style Expressed in the Movie 'Memoirs of a Geisha' (영화 <게이샤의 추억:Memoirs of a Geisha>에 표현된 일본풍(日本風) 연구(硏究))

  • Ko, Young-Sook;Cho, Kyu-Hwa
    • Journal of the Korean Society of Costume
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    • v.57 no.5 s.114
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    • pp.12-32
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    • 2007
  • This study aims at investigating Geisha costume hidden in the history until now and how the fashion of Geisha style is expressed in accordance with character through the movie 'Memoirs of a Geisha'. Major contents of the text consist of studies including the historical background and characteristics of Geisha costume in Chapter 2, the Japanese style expressed in the movie through the analysis of the work in Chapter 3, The movie brought in an opportunity to spread the mysterious culture and art of Japan to the world, making Japanese style an important interest in the world of fashion as well. In a way to study this, the investigation was carried out through literature data, DVD and newspaper of , fashion magazine, articles from the Internet, ete. The Geisha trend has made the hot blast blown harder in such ways to affect not only fashion but also cosmetics, electronic appliance, interior, etc. In S/S 2006, it was not limited to the Japanese style but diffused to the Orientalism in China, India, Korea, etc. It can be said that this study has its significance to be a starting point in investigating the special characters of Japanese Geisha costume hidden up to now. In the studies following in the future, the formative beauty demonstrated per Japanese designer needs to be more studied. Furthermore, it seems noteworthy to analyze and compare Chosun Dynasty's Kisaeng with Japanese Geisha.

Design and Implementation of the Graphical Relational Searching for Folksonomy Tags in the Participational Architecture of Web 2.0 (웹2.0의 참여형 아키텍쳐 환경에서 그래픽 기반 포크소노미 태그 연관 검색의 설계 및 구현)

  • Kim, Woon-Yong;Park, Seok-Gyu
    • Journal of Internet Computing and Services
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    • v.8 no.5
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    • pp.1-10
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    • 2007
  • Recently, the web 2.0 services which appear by exponential extension of the Internet can be expressed with the changes in the quality of structural evolution and in the quantity of increasing users. The structural base is in user participational architecture, the web 2.0 services such as Blog, UCC, SNS(Social Networking Service), Mash-up, Long tail, etc. play a important role in organization of web, and grouping and searching of user participational data in web 2.0 is broadly used by folksonomy. Folksonomy is a new form that categorizes by tags, not classic taxonomy skill. it is made by user participation. Searching based on tag is now done by a simple text or a tag cloud method. But searching to consider and express the relations among each tags is imperfect yet. Thus, this paper provides the relational searching based on tags using the relational graph of tags. It should improve the trust of the searching and provide the convenience of the searching.

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