• Title/Summary/Keyword: Evaluation of Journals

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Automatic Classification of Academic Articles Using BERT Model Based on Deep Learning (딥러닝 기반의 BERT 모델을 활용한 학술 문헌 자동분류)

  • Kim, In hu;Kim, Seong hee
    • Journal of the Korean Society for information Management
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    • v.39 no.3
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    • pp.293-310
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    • 2022
  • In this study, we analyzed the performance of the BERT-based document classification model by automatically classifying documents in the field of library and information science based on the KoBERT. For this purpose, abstract data of 5,357 papers in 7 journals in the field of library and information science were analyzed and evaluated for any difference in the performance of automatic classification according to the size of the learned data. As performance evaluation scales, precision, recall, and F scale were used. As a result of the evaluation, subject areas with large amounts of data and high quality showed a high level of performance with an F scale of 90% or more. On the other hand, if the data quality was low, the similarity with other subject areas was high, and there were few features that were clearly distinguished thematically, a meaningful high-level performance evaluation could not be derived. This study is expected to be used as basic data to suggest the possibility of using a pre-trained learning model to automatically classify the academic documents.

A Study on Open Access Journal Evaluation Criteria (오픈액세스 저널 평가범주 개발동향에 관한 연구)

  • Kang, Eun-Young;Chang, Durk-Hyun
    • Journal of the Korean Society for Library and Information Science
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    • v.44 no.1
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    • pp.243-265
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    • 2010
  • This paper strives to shed a light on open access journals as academic resources for libraries and repositories. It also seeks the measure for the evaluation of information resources. It first attempts to draw outcomes and suggestions on the basis of the issues and implications identified through analysis into aspects of management, service, and infrastructure of repositories. For this task, research methods such as interviews and on/offline literature review were employed. Specific projects were analyzed via literature and website review, although not detailed in nature. Next, the paper discusses issue such as the current quality measures of OAJ. For this, a thorough comparison on the background, outlines and characteristics of the projects and an analysis of the specifics of each project were conducted as well.

The University Students' Perceptions or Attitudes on the Use of AWE Program in English Writing (영어쓰기에서 AWE 프로그램 활용에 대한 대학생의 인식 및 태도 연구)

  • Im, Hee-joo
    • The Journal of the Korea Contents Association
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    • v.20 no.5
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    • pp.37-45
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    • 2020
  • The purpose of the study is to explore the perceptions or attitudes about utilizing the AWE(Automated Writing Evaluation), Grammarly in English writing. A total of 131 students who are in first grade and in beginner level participate in the study. As a research tool of the study, pre and post-surveys, pre and post-tests, and learning journals were collected and analyzed. The study was conducted for 15 weeks in the 2nd semester of 2019. According to the results, the findings are as follows. First, the students in the study had difficulty with English grammar and found it useful to get English feedback in English writing. Next, the students showed positive attitudes toward the use of Grammarly. It was helpful for English learning and assignment performance and showed high usefulness. Finally, Grammarly's effect showed a statistically significant result between the pre and post-tests. Based on the results some suggestions are as follows. First, let the students take some time with the program to use to operate. Second, teachers have to make the students understand that AWE's feedback is not always correct. Lastly, it should be provided with teachers' feedback.

Development of Analytical Methods of Hyperoside from Rosa canina L. (Rosa canina L. 중 hyperoside의 시험법 개발 연구)

  • Oh, Jae Myoung;Lee, Hwa Jung;Bahn, Kyeong Nyeo;Seo, Il Won;Lee, Young Joo;Lee, Jin Hee;Park, Ji Min;Kang, Tae Seok
    • Journal of Food Hygiene and Safety
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    • v.30 no.2
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    • pp.173-177
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    • 2015
  • Rosa canina L. is health functional food materials that can help to temporarily relieve symptoms of arthritis. This study has been conducted to develop and validate analytical methods for hyperoside of Rosa canina L.. Methods based on HPLC with ultraviolet detection (UVD) were established through instrumental analytical conditions, and the examination of data, such as domestic and foreign reliable methods and journals. HPLC UVD analysis using Capcell Pak $C_{18}$ MG II column at 353 nm was determined on test through the column, mobile phase. The validation has been performed on the method to determine linearity, accuracy, limits of quantification (LOQ) and repeatability for hyperoside. The method showed high linearity in the calibration curve at a coefficient of correlation ($R^2$) of 0.999, and the LOQ was $0.393{\mu}g/mL$. Relative standard deviation (RSD) values of data from repeatability precision was between 0.6 and 2.6%. Recovery rate test at hyperoside scored between 98 and 99%. These results indicate that the established HPLC method is very useful for the determination of hyperoside in Rosa canina L. to develop a health functional material.

A Review of Recent Studies for Treatment of Compression Fracture Using CNKI Database (CNKI 검색을 통한 척추 압박 골절의 최신 한의 치료 방법 연구)

  • Kim, Dong-Eun;Kim, Jung-Hoon;Joung, Jin-Soo;Yu, Sun-Ae;Cho, Sung-Woo
    • Journal of Korean Medicine Rehabilitation
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    • v.27 no.3
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    • pp.1-12
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    • 2017
  • Objectives The purpose of this research is to investigate recent clinical treatment of Traditional Chinese Medicine for Compression Fracture. Methods We searched recent clinical studies about Oriental Medicine treatment in traditional chinese medical journals for Compression Fracture through China National Knowledge Infrastructure (CNKI). Clinical articles published from 2012 to 2016 were analyzed. This study examined the authors, published years, types of study, number of sample, criteria for evaluation, periods, purposes of study and classified articles by techniques of treatment. Results 23 papers were selected from 98 studies. Most of articles were classified as RCT. The techniques of treatment were herb medicine, herb medicine apply therapy, herb medicine fumigation therapy, Dao yin exercise. Conclusions Various and valuable studies about treatment of Compression fracture performed in chinese medicine. And more studies using various treatment needed for Korean Medicine development.

An Analysis of the Research on Effect of Smoking Cessation Intervention (국내학술지에 발표된 금연중재논문(1980-2007) 분석)

  • Hyun, Hye-Jin;Ahn, Hye-Young
    • Research in Community and Public Health Nursing
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    • v.19 no.3
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    • pp.469-479
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    • 2008
  • Purpose: We reviewed all the articles on effect of smoking cessation intervention to find out the way of improvement of it. Method: 48 researches were published in Korean journals from 1980 to 2007. The research were analyzed according to: major of first author, subjects, application of theoretical framework, contents of intervention, a term of intervention, the time of evaluation on effect of interventions, research design, dependant variables, and effect of interventions. Results: Research on effect of smoking cessation intervention increased rapidly in the 2000's. At this time. 72.9% of research was published. Most of research subject were students. Theoretical framework were applied in 20.8% of articles. The most common intervention was education(39.4%). The effect of combined program on outcome variable was found to be stronger than only education program. Experimental design was used in 29.2% and quasi-experimental design was adapted in 43.8% of articles. 1- 6months intervention was in 35.4%. The long term intervention more than 1month was found to be effective. Health behavior related index was measured as a dependant variable in 62.3%. conclusion: Accordingly, long term program to apply to various subject is needed.

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The Review for Studies of Non Pharmacotherapy on Dysmenorrhea (월경통에 대한 비약물요법관련 논문에 관한 고찰)

  • Shin, Jung-Mi;Kang, Mi-Suk;Song, Ho-Sueb;Lim, Eun-Mee
    • The Journal of Korean Obstetrics and Gynecology
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    • v.21 no.2
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    • pp.203-213
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    • 2008
  • Purpose: This study is to evaluate the efficacy of non pharmacotherapy on dysmenorrhea. Methods: Survey was done through web site and directly searched dysmenorrhea -related articles in journals of Korean medicine Gynecology, published during 1996-2008. Results: 1. All articles reported non pharmacotherapies were significant efficacy in the decrease of dysmenorrhea. 2. The distribution of therapy was acupunture treatment 14 articles and the other treatments 6 articles. 3. The frequency of acupoint was Sanyinjiao(三陰交, SP6) 10 articles, Guanyuan(關元, CV4) 5 articles, Qihai(氣海, CV6) 4 articles and mainly used meridians were Immaek(任脈), Liver Meridian of Foot Gworeum(足厥陰肝經), Spleen Meridian of Foot Taeum(足太陰脾經). 4. The distribution of period for treatment were the most predominant as 7(35%) articles from one day before menstruation to the second day of menstruation. 5. The distribution of duration for treatment were the most predominant as 7(35%) articles in one day. 6. VAS was mainly used in the evaluation of dysmenorrhea and MDQ, MMSL, MVRS were used in premenstrual syndrome. Conclusion: In this study, non pharmacotherapies were effective on dysmenorrhea.

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An Analysis on the Trends of Housework Researches in 3 Main Home Economics Related Journals of Korea (가사노동에 관한 연구 동향 분석 : 가정학 관련 주요 학회지에 게재된 논문을 중심으로)

  • Lee, Yon-Suk;Han, Young-Sun;Kim, Ha-Nui
    • Journal of Family Resource Management and Policy Review
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    • v.12 no.1
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    • pp.159-176
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    • 2008
  • The purpose of this study was to review housework research studies in the Journal of Korean Home Economics Association, the Journal of Korean Home Management Association and the Journal of Korean Family Resource Management Association. For this purpose, 109 housework research studies were analyzed according to the themes, published years, the subjects and the research methods. The major findings of this study were as follows. The research on the evaluation of the value of housework was the theme most frequently studied, followed by research on the socialization of housework, housework time, the attitudes on and satisfaction with housework, and the division of housework, in that order. During the periods of 1990-2000 years, housework studies had increased, but since then have slowly decreased. The majority of respondents to housework studies were married women. With respect to employment status of the subjects, both employed and unemployed people were sampled in half of the studies. The sample size was over 300 in almost half of the research reviewed. The most frequently used research method was the surveys using questionnaires. Descriptive statistics, one way ANOVA and multiple regression analysis were the statistical methods used most frequently.

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Review of Domestic Clinical Research Trends of Korean Medicine on Alopecia areata (원형탈모증의 국내 한의학 임상 연구동향)

  • Hea Sun, Chun
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.36 no.6
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    • pp.221-228
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    • 2022
  • The purpose of this study is to report the research trends of Korean medicine treatment for alopecia areata. We investigated the studies on Korean medicine treatments for alopecia areata via searching 4 web databases of Korea. 13 papers were selected, and we classified them according to publication year, published journals, the types of study, research subject, the methods of treatment, confirmation of recurrence, methods of evaluation, and institutional review board(IRB). We analyzed a total of 13 clinical studies of Korean medicine on alopecia areata based on various criteria and reviewed the research trends. Based on this, we suggested points to be improved and supplemented when conducting clinical research on alopecia areata in the future. Clinical studies on alopecia areata started to be published in 2001, and acupuncture, pharmacopuncture, herbal medicines, etc. were used as treatment methods for alopecia areata. Most of the clinical studies on alopecia areata were case studies, so it is thought that various types of clinical studies are needed. In addition, it is necessary to confirm the recurrence of alopecia areata and to improve the awareness of research ethics.

Systematic Review on the Customers' Use of and Satisfaction with Oriental Medical Services (한방의료서비스 이용과 만족도의 영향요인에 대한 계통적 고찰)

  • Seo, Young-Joon;Kang, Shin-Hee;Kim, Yeon-Hee;Choi, Dae-Bong;Shin, Hyun-Kyu
    • The Journal of Korean Medicine
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    • v.31 no.1
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    • pp.69-80
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    • 2010
  • Objectives: This study aimed to find determinants of customers' use of and satisfaction with oriental medical services in Korea. Methods: A total of 33 articles which consist of 9 articles published in academic journals, 20 master's theses, and 4 doctoral dissertations were included in the systematic review. Among the articles used in the study, 29 used primary survey data, while 4 used secondary data produced by the Korean National Health and Nutrition Evaluation Survey. Results: First, it was found that people who prefer to use oriental medical services usually have one or more of the following diseases: musculoskeletal disorders, paralysis, or diseases or injuries without clear diagnosis. Other variables of gender, age, expectation of treatment outcome, and kindness of doctor and other staff were found to be significant determinants of using the oriental medical services. Second, the determinants of customers' satisfaction with oriental medical services were found to be age, gender, level of education, chronic disease with long length of stay, kindness of staff, medical cost, clinical environment, doctor's reputation, and public image of the institutions. Conclusion: The results of this study can be used to develop marketing strategies for oriental medical institutions in Korea.