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A Study on Analysis of national R&D research trends for Artificial Intelligence using LDA topic modeling (LDA 토픽모델링을 활용한 인공지능 관련 국가R&D 연구동향 분석)

  • Yang, MyungSeok;Lee, SungHee;Park, KeunHee;Choi, KwangNam;Kim, TaeHyun
    • Journal of Internet Computing and Services
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    • v.22 no.5
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    • pp.47-55
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    • 2021
  • Analysis of research trends in specific subject areas is performed by examining related topics and subject changes by using topic modeling techniques through keyword extraction for most of the literature information (paper, patents, etc.). Unlike existing research methods, this paper extracts topics related to the research topic using the LDA topic modeling technique for the project information of national R&D projects provided by the National Science and Technology Knowledge Information Service (NTIS) in the field of artificial intelligence. By analyzing these topics, this study aims to analyze research topics and investment directions for national R&D projects. NTIS provides a vast amount of national R&D information, from information on tasks carried out through national R&D projects to research results (thesis, patents, etc.) generated through research. In this paper, the search results were confirmed by performing artificial intelligence keywords and related classification searches in NTIS integrated search, and basic data was constructed by downloading the latest three-year project information. Using the LDA topic modeling library provided by Python, related topics and keywords were extracted and analyzed for basic data (research goals, research content, expected effects, keywords, etc.) to derive insights on the direction of research investment.

Related Factors of Problem Behaviors among Students of Multicultural Family in Korea: A Systematic Review (한국 다문화 가정 학생의 문제행동 관련 요인에 관한 체계적 문헌고찰)

  • Chae, Myung-Ock;Kim, Ahrin;Jeon, Hae Ok
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.12
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    • pp.614-626
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    • 2018
  • This study was conducted to review the literature and examine the factors related to problem behaviors among students of multicultural families in Korea. A systematic review of the literature was conducted using domestic documents retrieved through July 4, 2018 based on online searches of domestic databases (the Research Information Sharing Service, Korean Studies Information Service System and the National Diet Library). A total of 2,084 studies were searched, and 21 studies were used for analysis. The factors related to problem behaviors were related to individual factors (gender, school record, self-esteem, etc.), family factors (family type, parent support, mothers' enculturation stress, etc.) and environmental factors (friend support, teacher support, social support). The variables measured the problem behaviors among students of multicultural families were school life adjustment (10), psychological, social adjustment or maladjustment (4), and emotional problem behavior (3). Overall, the results indicate that social and policy efforts are needed to improve individual, family, and environmental factors based on more specific and consistent theoretical definitions related to problem behaviors among students of multicultural families in Korea.

Relationship between Cognitive Anxiety and Performance in Closed Loop Skill Sports (폐쇄기술 스포츠의 인지불안과 수행력의 관계 : 메타분석)

  • Kang, Kyoung Doo;Jung, Hye Yeon;Ha, Eun Joo;Han, Doug Hyun
    • Korean Journal of Psychosomatic Medicine
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    • v.25 no.1
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    • pp.19-26
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    • 2017
  • Objectives : The aim of this meta-analysis study was to examine the relationship between cognitive anxiety and performance in closed loop skill sports. Methods : A comprehensive literature search was conducted using databases including Korean Information Service System, DBpia, Research Information Sharing Service, and National Assembly Library from 1980 to 2015. Search terms included 'Golf', 'Shooting', 'Archery', 'Anxiety', and 'Performance'. Standardized mean difference and 95% CI(confidence intervals) were calculated, and the heterogeneity of the studies was estimated using Q statistic. Results : Ten studies have satisfied the inclusion criteria. The main findings indicate that cognitive anxiety was significantly reverse correlated with performance in closed loop skill sports(r=-.198). The mean effect size for men(r=-.31) was significantly greater than that for women(r=-.05). Conclusions : Our results suggest that cognitive anxiety in closed loop skill sports is correlated with performance of athletes. Future study related to psychological aspects on athletes in sports is required in order to understand the specific evidence of relationship between anxiety and performance.

Effects of Neuromuscular Electrical Stimulation on Muscle Wasting with Cancer Patient: A Systematic Review (신경근전기자극치료가 암 환자의 근육 손실에 미치는 영향: 체계적 문헌고찰)

  • Eun Soo Park;Jong Hee Kim;Soo Dam Kim;Dong Hyun Kim;Eun Jung Lee;Min Seok Oh;Hwa Seung Yoo
    • Journal of Korean Medicine Rehabilitation
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    • v.33 no.4
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    • pp.15-29
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    • 2023
  • Objectives The purpose of this study is to systematically review the effects of Neuromuscular Electrical Stimulation treatment on muscle wasting in cancer patients. Methods Randomized controlled trials (RCTs) were searched from seven online databases (PubMed, Cochrane Library, EMBASE, China National Knowledge Infrastructure, Oriental Medicine Advanced Searching Integrated System, Korean studies Information Service System, Research Information Sharing Service. The selected RCTs were evaluated for methodological quality through the Cochrane RoB. Results A total of 126 articles were identified, and 4 randomized controlled trials were selected for systematic review. In one study, it was found that there were statistically significant improvements in the Health-Related Quality of Life (FACTH&N total score, p<0.001). Additionally, significant effects were observed in measurements that represented the size of the quadriceps muscle (cross-sectional area of Vastus lateralis and Rectus femoris, p=0.004), maximum muscle strength, the twitch response of resistance muscles, and voluntary activation (p<0.001). However, no significant differences were observed between the intervention and control groups in terms of quadriceps muscle strength in two other studies (p>0.05). Lastly, while one study showed no significant differences in muscle fiber characteristics between the two groups, it did report significant improvements in measurements related to mitochondria within muscle tissue and muscle strength in the intervention group (p<0.05). Conclusions Neuromuscular electrical stimulation can be a method used to improve muscle strength in muscle wasting of cancer patients, but it is difficult to see its effects as significant compared to other treatments.

A Study on the Trend Analysis for the Activation of Relationship Addiction Research : From 2005 to 2019 (관계중독 연구 활성화 위한 동향 분석 : 2005년부터 2019년까지)

  • Hwang, Myong-Gu;Song, Hyun-Jung
    • The Journal of the Korea Contents Association
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    • v.19 no.10
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    • pp.98-111
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    • 2019
  • This study suggests a proper studying direction of research on relationship addiction problem. And it presents fundamental research data by analysing domestic research trends of relationship addiction among various crises of people have addiction problem. For analysis of trends on relationship addiction, I searched almost all master's and doctoral dissertations and academic journals which were studied on "addiction", "relationship addiction", "addiction relationship" from 2005 to 2019 in Korea. Also I have surveyed various publications in the data base of Research Information Sharing Service, academic research data base, the National Assembly Library and the National Central Library in Korea. And for the reasonable results, I have studied the research according to 4 steps such as "collecting data and analyzing precedent research", "building analysis criterion", "cording and analysis", "making conclusion and suggesting the development direction" The results of this study are like these. The total number of researches on relationship addiction is 67. The object of those studies were limited adult's or undergraduate students's relationship addiction. So it is necessary that the fields of relationship addiction research are expanding gradually. And the research shows that the relationship addiction problem is directly related with sexual prostitution. Therefore, there are enough needs to study more in diverse, different point of view. Also it is suggested that the proper analyses methodology of relationship addiction shoud be used and new analysis criterions should be developed. In this study, the necessity of further more study is proposed in various ways of methodology about the relation of social problem and relationship addiction. And from this study, it is proved that expending the objects and fields of the study on relationship addiction, the factors analysis on addiction, study models of addiction must be necessary to be studied.

Development of SSR markers for classification of Flammulina velutipes strains (팽이버섯 (Flammulina velutipes) 계통의 분류를 위한 SSR 마커개발)

  • Woo, Sung-I;Seo, Kyoung-In;Jang, Kab yeul;Kong, Won-Sik
    • Journal of Mushroom
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    • v.15 no.2
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    • pp.78-83
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    • 2017
  • Microsatellite SSR markers were developed and utilized to reveal the genetic diversity of 32 strains of Flammulina velutipes collected in Korea, China, and Japan. From the SSR-enriched library, 490 white colonies were randomly selected and sequenced. Among the 490 sequenced clones, 85 (17.35%) were redundant. Among the remaining 405 unique clones, 201 (49.6%) contained microsatellite sequences. We used 12 primer pairs that produced reproducible polymorphic bands for four diverse strains, and these selected markers were further characterized in 32 Flammulina velutipes strains. A total of 34 alleles were detected using the 12 markers, with an average of 3.42 alleles, and the number of alleles ranged from two to seven per locus. The major allele frequency ranged from 0.42 (GB-FV-127) to 0.98 (GB-FV-166), and values for observed ($H_O$) and expected ($H_E$) heterozygosity ranged from 0.00 to 0.94 (mean = 0.18) and from 0.03 to 0.67 (mean = 0.32), respectively. SSR loci amplified with GB-FV-127 markers gave the highest polymorphism information content (PIC) of 0.61 and mean allele number of five, whereas for loci amplified with GB-FV-166 markers these values were the lowest, namely 0.03 and two. The mean PIC value (0.29) observed in the present study with average number of alleles (3.42). The genetic relationships among the 32 Flammulina velutipes strains on the basis of SSR data were investigated by UPGMA cluster analysis. In conclusion, we succeeded in developing 12 polymorphic SSRs markers from an SSR-enriched library of Flammulina velutipes. These SSRs are presently being used for phylogenetic analysis and evaluation of genetic variations. In future, these SSR markers will be used in clarifying taxonomic relationships among the Flammulina velutipes.

A Systematic Review of the Korean Medicine Treatments for Torticollis (Focused on Research from 2018 to 2023) (사경증의 한방 치료에 대한 체계적 문헌고찰 (2018년부터 2023년 연구를 중심으로))

  • Kyung Jun Ser;Jong Chan Choi;Min Jun Ji;Do Young Kwon;Jae Eun Yang;Ji Hyang Gu;Eun Jung Lee;Min Seok Oh
    • Journal of Korean Medicine Rehabilitation
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    • v.34 no.2
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    • pp.29-49
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    • 2024
  • Objectives The purpose of this study is to systemically review the recent studies in the Korean medicine treatments for torticollis. Methods We search the clinical studies from January 1, 2018 to December 31, 2023. The studies were searched through 10 databases (Oriental Medicine Advanced Searching Integrated System, Korean studies Information Service System, Research Information Sharing Service, Korean Medical Database, ScienceON, PubMed, Cochrane Library, Embase, Wanfang Data, China National Knowledge Infrastructure). Results A total of 19 studies were included in the study. 12 studies were case report studies, 5 studies were randomized controlled trials, 2 studies were non-randomized controlled trials. Of the 19 interventions, Chuna was the most used in this study and of the 28 evaluation tools, Sternocleidomastoid thickness was the most used in this study except efficiency rate. All 19 studies had improvements after treatment, and 8 studies had statistically significant improvements. As a result of the study, we found that Chuna, GB, GB20, BL10, Glycyrrhiza uralensis were commonly used Korean medicine treatments for torticollis. Conclusions We analyzed the Korean medicine treatments for torticollis. Through this study, we found that the Korean medicine was effective for torticollis. However, more research is needed to confirm the more detailed effect.

Review of Indicators and Tools used to Assess Korean Medicine Infertility Treatment (한의 난임 치료에 활용되는 평가지표와 평가도구 사용 현황 조사 및 고찰)

  • Soo-Jin Lee;Dong-Il Kim;Su-Ji Choi
    • The Journal of Korean Obstetrics and Gynecology
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    • v.36 no.3
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    • pp.173-195
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    • 2023
  • Objectives: To investigate and analyze the assessment indicators and tools used in clinical practice to assess Korean medicine (KM) treatment for infertility, and to establish a basis for assessment tools to diagnose and assess infertility. Methods: Relevant studies published until March 2023 were extracted from Pubmed, Research Information Sharing Service, and National Digital Science Library databases. Results: Sixty-four studies comprising 4,105 patients were included. We investigated pregnancy outcomes, and assessed pregnancy- and childbirth-related factors, overall health, reproductive health, and mental health. Pregnancy result was most common primary outcome. Ongoing pregnancy, stillbirth, miscarriage, and ectopic pregnancy rates were suggested as indicators of pregnancy and childbirth-related assessment. Overall health was most commonly assessed with Likert and Visual analogue scale (VAS). Among reproductive health variables, menstrual history was most frequently assessed. Moreover, indicators such as reproductive function, sexual intercourse, and gynecological disease were assessed. The Infertility Stress Scale and the Fertility Quality of Life tool (FertiQoL) were used to assess mental health. Conclusions: Subjective scales and objective assessment tools, such as the Likert scale and blood tests/ultrasonography, respectively, are used to assess KM infertility treatment. Inconsistent assessment tools make quantitative analyses more challenging. The development of a standardized mental and physical function assessment questionnaire with confirmed reliability and validity ensure the effectiveness of KM infertility treatment, and promote future studies on infertility treatment.

Definition, Scope, and Applications of Physiotherapy Biofeedback: Systematic Reviews (물리치료 바이오피드백의 정의 및 범위와 활용법: 체계적 문헌고찰 )

  • Jong-Seon Oh;Kyung-Jin Lee;Seong-Gil Kim
    • Journal of the Korean Society of Physical Medicine
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    • v.18 no.4
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    • pp.109-119
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    • 2023
  • PURPOSE: The definition and scope of biofeedback are broad and lack a clear framework. Therefore, efforts are needed to clearly understand the exact range and definition of biofeedback based on the research and development conducted to date. Thus, the purpose of this study was to arrive at the definition and scope of biofeedback through a literature review and analysis of its application methods. METHODS: This study is a systematic literature review conducted to understand the various types and effects of biofeedback. International databases such as Google Scholar and PubMed were used. Domestic databases utilized for keyword searches included the Research Information Sharing Service (RISS) and the National Digital Science Library (NDSL). Quality assessment of the selected studies in the selection process was done using the Cochrane risk of bias, and the research was analyzed according to the population, intervention, control, and outcomes (PICO) format. RESULTS: Studies conducted between 2019 and 2021 were selected, with 4 papers falling under physiological classifications and 7 under biomechanical classifications. The quality assessment results showed that random sequence generation, allocation concealment, performance bias, and reporting bias were unclear. Detection bias was moderate, and attrition bias and other biases were low. Out of the 11 papers, 9 dealt with physical function outcomes, 5 with daily life activities, and 3 with mental functions. CONCLUSION: Physiological biofeedback tended to influence psychological factors more than physical functions, while biomechanical biofeedback tended to have a positive impact on physical functions.

Review of Randomized Controlled Trials of Oriental Medicine for Recurrent Vulvovaginal Candidiasis (재발성 칸디다성 외음질염의 한약치료 효과에 관한 무작위 대조 연구 문헌고찰)

  • Chae, Min-Soo;Park, Seung-Hyeok;Hwang, Deok-Sang;Lee, Jin-Moo;Lee, Chang-Hoon;Jang, Jun-Bock
    • The Journal of Korean Obstetrics and Gynecology
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    • v.33 no.2
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    • pp.29-43
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    • 2020
  • Objectives: The purpose of this study is to review and evaluate the effectiveness of oriental medicine per oral for recurrent vulvovaginal candidiasis (RVVC). Methods: We searched articles from Korean journal databases including Journal of Korean Obstetrics and Gynecology, Korean studies Information Service Studies, and Chinese National Knowledge Infrastructure, Cochrane Library, PubMed. Searched keywords were "재발성 칸디다성 외음질염", "recurrent vulvovaginal candidiasis", "㚆发性外阴阴道假丝酵母菌病", "中藥". Results: 10 randomized controlled trials with 700 patients were identified and reviewed. 8 studies compared combination of oriental medicine and anti-fungal agent with anti-fungal agent, and 6 of them reported that treatment group (TG) showed statistically higher total effective rate or cure rate and lower recurrence rate. One study compared oriental medicine and anti-fungal agent and TG showed statistically higher total effective rate and lower recurrence rate after 1 month. One study compared combination of oriental medicine and lacto bacillus capsule with lacto bacillus capsule, and TG showed statistically higher total effective rate and lower positive fungul test rate after 6 months. No severe adverse response was reported. Conclusions: Our review found that oriental medicine per oral is effective for alleviating symptoms, lowering recurrence rate and positive fungal test in RVVC patients. We recommend standardized randomized controlled trial guideline should be made to obtain stronger evidence and well designed trials with larger sample sizes are needed.