• Title/Summary/Keyword: online information search

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Recommending Core and Connecting Keywords of Research Area Using Social Network and Data Mining Techniques (소셜 네트워크와 데이터 마이닝 기법을 활용한 학문 분야 중심 및 융합 키워드 추천 서비스)

  • Cho, In-Dong;Kim, Nam-Gyu
    • Journal of Intelligence and Information Systems
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    • v.17 no.1
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    • pp.127-138
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    • 2011
  • The core service of most research portal sites is providing relevant research papers to various researchers that match their research interests. This kind of service may only be effective and easy to use when a user can provide correct and concrete information about a paper such as the title, authors, and keywords. However, unfortunately, most users of this service are not acquainted with concrete bibliographic information. It implies that most users inevitably experience repeated trial and error attempts of keyword-based search. Especially, retrieving a relevant research paper is more difficult when a user is novice in the research domain and does not know appropriate keywords. In this case, a user should perform iterative searches as follows : i) perform an initial search with an arbitrary keyword, ii) acquire related keywords from the retrieved papers, and iii) perform another search again with the acquired keywords. This usage pattern implies that the level of service quality and user satisfaction of a portal site are strongly affected by the level of keyword management and searching mechanism. To overcome this kind of inefficiency, some leading research portal sites adopt the association rule mining-based keyword recommendation service that is similar to the product recommendation of online shopping malls. However, keyword recommendation only based on association analysis has limitation that it can show only a simple and direct relationship between two keywords. In other words, the association analysis itself is unable to present the complex relationships among many keywords in some adjacent research areas. To overcome this limitation, we propose the hybrid approach for establishing association network among keywords used in research papers. The keyword association network can be established by the following phases : i) a set of keywords specified in a certain paper are regarded as co-purchased items, ii) perform association analysis for the keywords and extract frequent patterns of keywords that satisfy predefined thresholds of confidence, support, and lift, and iii) schematize the frequent keyword patterns as a network to show the core keywords of each research area and connecting keywords among two or more research areas. To estimate the practical application of our approach, we performed a simple experiment with 600 keywords. The keywords are extracted from 131 research papers published in five prominent Korean journals in 2009. In the experiment, we used the SAS Enterprise Miner for association analysis and the R software for social network analysis. As the final outcome, we presented a network diagram and a cluster dendrogram for the keyword association network. We summarized the results in Section 4 of this paper. The main contribution of our proposed approach can be found in the following aspects : i) the keyword network can provide an initial roadmap of a research area to researchers who are novice in the domain, ii) a researcher can grasp the distribution of many keywords neighboring to a certain keyword, and iii) researchers can get some idea for converging different research areas by observing connecting keywords in the keyword association network. Further studies should include the following. First, the current version of our approach does not implement a standard meta-dictionary. For practical use, homonyms, synonyms, and multilingual problems should be resolved with a standard meta-dictionary. Additionally, more clear guidelines for clustering research areas and defining core and connecting keywords should be provided. Finally, intensive experiments not only on Korean research papers but also on international papers should be performed in further studies.

A Survey on the Research Trends in the Field of Eco and Eco-friendly Fashion in Korea - Focused on Journal Publications from 2010 through 2014 - (한국 에코·친환경패션 분야의 연구동향 - 2010년부터 2014년까지 학회지를 중심으로 -)

  • Choi, Hae-Joo
    • Journal of the Korean Society of Costume
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    • v.66 no.5
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    • pp.163-173
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    • 2016
  • As the severity of environmental problems has come to light in recent times environmental protection has garnered more interest and importance. The purpose of this study was to determine the current research trends in ecofriendly fashion in Korea by analyzing the research trends related to eco fashion, provide information necessary for developing eco and eco-friendly fashion in the future, and set the research direction for related research. The study analyzed 1,746 research papers in Journal of Korean Society of Costume, Journal of the Korean Society of Clothing and Textiles, Research Journal of the Costume Culture, and Journal of the Korea Fashion and Costume Design Association from 2010 to 2014, and a total of 55 research papers related to eco fashion were selected. Major conclusions of the study are as follows: First, Journal of the Korean Society of Clothing and Textiles published the most papers on eco fashion, Journal of the Korea Fashion and Costume Design Association published the fewest. Second, the highest number of research papers published in a year was 14 in 2014. Only a small number of papers were published in 2012, but the figure increased in 2014. Third, the most frequently covered topic among the 12 topics was the 'eco-friendly' topic with 13 papers (23.64%), followed by topics on corporate social responsibility (CSR), eco, sustainable, green, ethical, and recycle, respectively. The 7 topics above were covered by 47 of the selected 55 papers (85.45%). Fourth, the following research methods were used: the questionnaire method, literature review, case study, Internet search, costume construction, online survey and interview. The questionnaire method was used in 22 papers (29.33%), making it the most frequently used method. Fifth, fields of research were divided into fashion design(19 papers, 34.55%) and fashion marketing(36 papers, 65.45%). Papers on fashion design was published the most in 2010, and fashion marketing papers peaked in 2014. The use of eco fashion will be expanded in various ways in terms of country, firms and consumers in the future.

A Study on Consumer Purchase Deferral Characteristics and Influencing Factors for Internet Clothing Shopping

  • Ji, Hye-Kyung
    • Journal of the Korean Society of Clothing and Textiles
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    • v.35 no.6
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    • pp.621-634
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    • 2011
  • This study analyzed the influencing factors on consumer purchase deferrals for internet clothing shopping. In addition, based on consumer demographics, it compared the differences of purchase deferrals with respect to clothing items, prices, and types of shopping malls. For an empirical study, 405 questionnaires were answered by respondents in their 20s and 30s with internet clothing purchase deferral experience. Data were analyzed using: SPSS for Windows 12.0 and descriptive statistics, reliability analysis, factor analysis, $X^2$-test, and regression analysis. The results of this study were as follows. First, the order of items with many purchase deferrals in internet clothing shopping were casual T-shirt>casual skirts>pants, one-piece>suits>sportswear>blouse/shirts and 58.3% of purchase deferrals happened when the price was below \50,000. Second, the significant differences in products, prices, and shopping malls for purchase deferrals were identified according to consumer demographics. There were significant differences in clothing items according to gender, age, marriage, and education; however, there were significant differences only according to gender in terms of price. There were significant differences according to gender, age, marriage, education, and income in terms of the used shopping malls. Third, for the analysis of the influence of diverse factors that can affect purchase deferrals for internet clothing shopping, the more information search, purchase deferral habits, perceived risks, and deficiency in shopping mall supply conditions were when higher purchase deferrals occurred. For a strong competitive online market, this study can help internet clothing shopping mall entrepreneurs manage products and customers by analyzing the lists of purchase deferrals indicated in "cart" and by administrating the influential factors for purchase deferral.

Support System on the Occupational Safety and Health for Migrant Workers (외국인 근로자의 산업안전보건 지원체계)

  • Song, Yeon Yi;Kim, Hee Girl;Yi, Ggodme;Jung, Hye Sun;Kim, Hyun Li;Hyun, Hye Jin;Kim, Jeong Hee
    • Korean Journal of Occupational Health Nursing
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    • v.16 no.1
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    • pp.67-77
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    • 2007
  • Purpose: To provide concretely for support system to occupational health management grasped the present condition about the private support organizations for the migrant workers. Method: The subjects were 30 organizations to support migrant workers with the healthy and medical problem. The organizations were investigated by the internet search, and the visiting and telephone interview. Then a expert advisory conference and researchers' regular meeting were held. Result: The support organizations for the migrant workers played multiple activities, but the medical treatment and education regarding the occupational safety & health were scarcely accomplished. The government constructs a network between the organizations. A health problem of a worker should be requested to the medical centers which cooperated with the private support organizations, it makes business expand to the existing organizations which take charge of the health business of a small-scale workplace rather than it constitutes new organizations. The organizations which can manage which build the online network which can grasp all the information concerning the migrant worker from whom the government became a principal axis. Conclusion: Support system on the occupational safety and health for migrant workers that it will be help to the occupational disease prevention and occupational safety and health management, is needed.

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Types of Media Combination and Strategy of Interactivity in Digital Signage: A Case Study in view of Media Creative (디지털 사이니지의 매체결합 유형과 상호작용 전략 -유형별 미디어 크리에이티브 사례분석을 중심으로)

  • Lee, Hyun-Woo;Kim, Woon-Han
    • Journal of Digital Contents Society
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    • v.17 no.1
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    • pp.33-41
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    • 2016
  • This study aims to suggest practical ways to interact effectively with consumers based on current situation of 'media creative' and media use patterns. Cases of digital signage are reviewed in the perspective of cross media, and the strategic meanings of cross media are explored according to interactivity. Results are collected through 'Naver' search engine service, and can be possibly assorted into five media combined types: SNS-combined, QR codes or Augmented Reality(AR)-combined, Brand App(application)-combined, Online to Offline-combined, and Behavioral factors-combined ones. Some strategic suggestions on media creative are given for effective interaction with consumers.

TRIB : A Clustering and Visualization System for Responding Comments on Blogs (TRIB: 블로그 댓글 분류 및 시각화 시스템)

  • Lee, Yun-Jung;Ji, Jung-Hoon;Woo, Gyun;Cho, Hwan-Gue
    • The KIPS Transactions:PartD
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    • v.16D no.5
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    • pp.817-824
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    • 2009
  • In recent years, Weblog has become the most typical social media for citizens to share their opinions. And, many Weblogs reflect several social issues. There are many internet users who actively express their opinions for internet news or Weblog articles through the replying comments on online community. Hence, we can easily find internet blogs including more than 10 thousand replying comments. It is hard to search and explore useful messages on weblogs since most of weblog systems show articles and their comments to the form of sequential list. In this paper, we propose a visualizing and clustering system called TRIB (Telescope for Responding comments for Internet Blog) for a large set of responding comments for a Weblog article. TRIB clusters and visualizes the replying comments considering their contents using pre-defined user dictionary. Also, TRIB provides various personalized views considering the interests of users. To show the usefulness of TRIB, we conducted some experiments, concerning the clustering and visualizing capabilities of TRIB, with articles that have more than 1,000 comments.

Meta-analysis for Exploring Predictors of Cyberbullying Perpetration among Youth in South Korea (청소년 사이버불링 가해행동 예측요인 탐색을 위한 국내연구 메타분석)

  • Kim, Shinah;Bang, Eunhye;Han, Yoonsun
    • The Journal of the Korea Contents Association
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    • v.17 no.5
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    • pp.18-33
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    • 2017
  • The purpose of this study was to examine the effect sizes of personal, family, peer, school, cyber environment, experience of bullying/victimization factors on cyberbullying perpetrating behavior among students in Korea using meta-analysis. Published academic journals and master/doctoral dissertations from 2010.01.01 to 2016.10.31 were identified using Research Information Sharing Service(RISS) data base. Keywords for search were cyberbullying, cyber-exclusion, cyber-violence, cyber-harassment, online/SNS peer harassment. A total of 43 studies were selected for meta-analysis. Personal factors and experience of bullying/victimization showed moderate effect sizes(0.28~0.29) and peer, family, cyber environment, school domains showed small effect sizes(0.08~0.13). Results of the study may be used to guide effective prevention or intervention strategies against cyberbullying among adolescents.

Comparison of Design Related Issues with the Replacement of Fashion Creative Director - Focused on an Analysis of Social Media Posts on Gucci Collection - (패션 크리에이티브 디렉터 변화에 따른 디자인 연관 이슈 비교 - 구찌 컬렉션에 대한 소셜미디어 게시글 분석을 중심으로 -)

  • An, Hyosun;Park, Minjung
    • Fashion & Textile Research Journal
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    • v.21 no.3
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    • pp.277-287
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    • 2019
  • This study analyzes the online issues of design innovation by a fashion creative director. The study selected fashion house Gucci as the main subject and analyzed social media posts. As for study methods, a social matrix program Textom 2.0 collected 13,014 nouns and adjectives using 'Gucci Collection' as a search keyword from Naver Blogs from March to August 2014 and from March to August 2016. Design related issues were derived through semantic network analysis using Ucinet6 and the NetDraw program. The results of the keyword frequency analysis showed that social media user interest for the Gucci collection increased based on the rapid increase in the number of posts from 1,064 to 2,126 after changing the fashion creative director. The results of visualization of semantic network analysis and content analysis also showed that the main issues related to the Gucci collection design changed after the replacement of the fashion creative director. The study found that issues formed around the product information worn by celebrities for promotion purposes during the 2014 period; however, during the 2016 period, issues were formed around 'vintage' and 'retro' runway concepts with design styles related to Alessandro Michele, the new creative director.

A Systematic Review on Thread Embedding Therapy of Knee Osteoarthritis (퇴행성 슬관절염의 매선 치료에 대한 체계적 문헌 고찰)

  • Park, Jang Mi;Lee, Jae Sung;Lee, Eun Yong;Roh, Jeong Du;Jo, Na Young;Lee, Cham Kyul
    • Korean Journal of Acupuncture
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    • v.35 no.4
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    • pp.159-165
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    • 2018
  • Objectives : This study was performed to review the efficacy of national and international randomized controlled trials (RCTs) investigating evidence on thread embedding therapy for knee osteoarthritis. Methods : Online databases (PubMed, EMBASE, Cochrane, NDSL, OASIS, CNKI) were searched for studies where thread embedding therapy was performed for Knee Osteoarthritis from their inception to July 2018. Two researchers independently performed the search. Only RCTs were selected. Eligible studies were selected first by the abstract and the title and then included after full-texts were read. Risk of bias of the included studies were evaluated using the Cochrane risk of bias assessment tool. Data were narratively summarized. Results : There were 334 studies retrieved from the databases, resulting in analysis of 3 RCTs. There was an average of 1.5 treatment visits over a 7 day period and evaluation tool used was efficacy rate, with traditional acupuncture being the most common control used in the trials. Statistically significant improvement by thread embedding therapy was reported. None of the included RCTs reported on adverse reactions. The risk of bias of the included studies was generally unclear. Conclusion : The review suggests that thread embedding therapy can be effective in knee osteoarthritis. But there was a lack of detailed information about the treatment procedures, and the risk of bias was unclear. Therefore, there is insufficient evidence for thread embedding therapy for knee osteoarthritis.

A Review on Research of Korean Medicine Treatments for Infertile Women with Uterine Myoma (자궁근종을 동반한 난임 여성의 한의학적 치료에 대한 연구 동향)

  • Eun-Bin Ko;Nam-Gyeong Park;Min-Young Choi;Jin-Moo Lee;Chang-Hoon Lee;Jun-Bock Jang;Deok-Sang Hwang
    • The Journal of Korean Obstetrics and Gynecology
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    • v.36 no.3
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    • pp.196-210
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    • 2023
  • Objectives: The purpose of this study is to review the research trends of infertile women with uterine myoma in Korean medicine and to recognize the efficacy of Korean medicine intervention. Methods: A search was conducted on November 18, 2022, using six databases, including Research Information Sharing Service (RISS), Oriental Medicine Advanced Searching Integrated System (OASIS), Cochrane Library Central, Pubmed, China National Knowledge Infrastructure (CNKI) and WangFang Med Online. We analyzed the studies using Korean medicine on women with uterine myoma preparing for pregnancy or complaining infertility. Results: Total 4 studies were selected and all of which were case reports. Among 6 cases, Korean medicine treatment including herbal medicine, acupuncture, electroacupuncture, moxibustion was used alone. Ikgibohyeol-tang-gami-bang, Gyejibokryeong-hwan, Saenghwa-tang-gami-bang were prescribed in 2 cases each. Angelicae Gigantis Radix and CV4 were most frequently used herb and acupoint. All subjects were successful in becoming pregnant. Conclusion: This review shows that Korean medicine treatment can be effective in infertile women with uterine myoma. However, the number of included studies is small, so the level of evidence needs to be raised through more clinical studies in the future.