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Volumetric measurement of the tongue and oral cavity with cone-beam computed tomography: A systematic review

  • Kannitha Alina, Aflah;Winny, Yohana;Fahmi, Oscandar
    • Imaging Science in Dentistry
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    • v.52 no.4
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    • pp.333-342
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    • 2022
  • Purpose: The goal of this systematic review was to compare the use of cone-beam computed tomography (CBCT) with that of computed tomography (CT) for volumetric evaluations of the tongue and oral cavity. Materials and Methods: A search for articles was conducted in accordance with the Preferred Reporting Items for Systematic Review and Meta-analyses guidelines. The PubMed, Scopus, ScienceDirect, and SAGE Journals databases were searched for articles published between 2011 and 2021. Articles were screened and assessed for eligibility. Screening involved checking for duplication, reading the title and abstract, and reading the full text. Results: The initial search retrieved 25,780 articles. Application of the eligibility criteria yielded 16 articles for qualitative analysis. Multiple uses of CBCT were identified. In several studies, researchers assessed the volumetric correlation between tongue and oral cavity volumes, as well as other parameters. Post-treatment volumetric evaluations of the oral cavity were also reported, and the reliability of CBCT was assessed. The use of CT resembled that of CBCT. Conclusion: CBCT has been used in the evaluation of tongue and oral cavity volumes to assess correlations between those volumes and with the upper airway. It has also been used for volumetric evaluation after surgical and nonsurgical procedures and to assess the relationships between tongue volume, tooth position, occlusion, and body mass index. Participants with obstructive sleep apnea and malocclusion have been evaluated, and the reliability of CBCT has been assessed. In the included studies, CT was utilized for similar purposes as CBCT, but its reliability was not assessed.

Classification of Security Checklist Items based on Machine Learning to Manage Security Checklists Efficiently (보안 점검 목록을 효율적으로 관리하기 위한 머신러닝 기반의 보안 점검 항목 분류)

  • Hyun Kyung Park;Hyo Beom Ahn
    • Smart Media Journal
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    • v.11 no.11
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    • pp.75-83
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    • 2022
  • NIST in the United States has developed SCAP, a protocol that enables automated inspection and management of security vulnerability using existing standards such as CVE and CPE. SCAP operates by creating a checklist using the XCCDF and OVAL languages and running the prepared checklist with the SCAP tool such as the SCAP Workbench made by OpenSCAP to return the check result. SCAP checklist files for various operating systems are shared through the NCP community, and the checklist files include ID, title, description, and inspection method for each item. However, since the inspection items are simply listed in the order in which they are written, so it is necessary to classify and manage the items by type so that the security manager can systematically manage them using the SCAP checklist file. In this study, we propose a method of extracting the description of each inspection item from the SCAP checklist file written in OVAL language, classifying the categories through a machine learning model, and outputting the SCAP check results for each classified item.

Course recommendation system using deep learning (딥러닝을 이용한 강좌 추천시스템)

  • Min-Ah Lim;Seung-Yeon Hwang;Dong-Jin Shin;Jae-Kon Oh;Jeong-Joon Kim
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.23 no.3
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    • pp.193-198
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    • 2023
  • We study a learner-customized lecture recommendation project using deep learning. Recommendation systems can be easily found on the web and apps, and examples using this feature include recommending feature videos by clicking users and advertising items in areas of interest to users on SNS. In this study, the sentence similarity Word2Vec was mainly used to filter twice, and the course was recommended through the Surprise library. With this system, it provides users with the desired classification of course data conveniently and conveniently. Surprise Library is a Python scikit-learn-based library that is conveniently used in recommendation systems. By analyzing the data, the system is implemented at a high speed, and deeper learning is used to implement more precise results through course steps. When a user enters a keyword of interest, similarity between the keyword and the course title is executed, and similarity with the extracted video data and voice text is executed, and the highest ranking video data is recommended through the Surprise Library.

Review of Studies on Domestic and International Clinical Trends for Korean Medicine Treatment of Rotator Cuff Calcific Tendinitis (회전근개 석회화 건염의 한의 치료에 대한 국내외 임상 동향 분석)

  • Jeong-Hyun Park;Hyeon-Jun Woo;Su-Hyeon Jeong
    • The Journal of Churna Manual Medicine for Spine and Nerves
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    • v.18 no.2
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    • pp.43-52
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    • 2023
  • Objectives This study aimed to investigate trends in domestic and international clinical approaches to the Korean medicine treatment of rotator cuff calcific tendinitis and to suggest future research directions. Methods We utilized nine electronic databases to identify domestic and international studies on Korean medicine treatment for rotator cuff calcific tendinitis. By analyzing the title, abstract, and main text, studies concerning Korean medicine treatment of rotator cuff tendinitis were included. Results Among the searched for studies, fourteen studies met our criteria. Eight of these were case reports and six were randomized controlled trials (RCTs). Across the studies, five treatment methods were employed, including acupuncture, herbal medicine, physical therapy, cupping therapy, and moxibustion. Acupuncture, used in all fourteen studies, was the most frequently utilized intervention. Thirteen evaluation tools were used to measure the effectiveness of Korean medicine treatment, and all studies reported positive outcomes. Conclusions We identified current trends in clinical approaches of Korean medicine treatment for rotator cuff calcific tendinitis and assessed the effectiveness of such treatment. However, further studies are warranted to establish a basis for Korean medicine treatment for rotator cuff calcific tendinitis.

A Systematic Review of Programs for Post-traumatic Stress Disorder Patients in South Korea (외상 후 스트레스 장애 환자를 위한 국내 프로그램 체계적 고찰)

  • Ik-Sung KIM;Eun-Sol JU
    • The Journal of Economics, Marketing and Management
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    • v.12 no.1
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    • pp.97-104
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    • 2024
  • Purpose: This study attempted to systematically review the programs of patients with post-traumatic stress disorder in South Korea over the past decade, identify specific methods and effects, and present program guidance guidelines through them. Research design, data and methodology: This study is a systematic literature review, and studies registered in the RISS, NDSL, DBpia, and KmBASE search databases from January 1, 2013 to August 31, 2023 were targeted. Keywords were 'post-traumatic stress disorder', 'program' or 'treatment'. A total of 2,324 documents were searched, and 237 duplicate papers were excluded. After that, the title and abstract were viewed, and 2,058 papers that did not meet the inclusion criteria and exclusion criteria were excluded. In addition, the full text was checked and the final 11 documents were analyzed excluding 18 documents. Results: Among the 11 literatures, 45.45% of randomized control studies and 54.54% of non-randomized control studies were found. As for gender, 41.18% of women, 28.64% of 30-39 years old, and 34.27% of trauma causes were industrial accidents. Programs for patients with post-traumatic stress disorder were classified into art therapy, cognitive behavior therapy, and mindfulness programs, and art therapy was the most used at 45.45%. The sessions of the program were widely applied at 45.45% for 10 sessions and 36.36% for 60 minutes per session. Conclusions: This study has a limitation in that it only analyzed domestic intervention programs within 10 years. However, this study is meaningful in that it is intended to present program guidance guidelines through reviewing domestic programs for post-traumatic stress patients. In the future, it is necessary to conduct research such as expanding the scope of literature review at home and abroad.

A Case Study on Closed Captions: Focusing on on Netflix (넷플릭스 <오징어 게임> 폐쇄자막 연구)

  • Jeong, Sua;Lee, Jimin
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.2
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    • pp.279-285
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    • 2024
  • This study aims to evaluate the accuracy and completeness of Korean and English closed captions for Netflix's "Squid Game" and to present implications based on the findings. To achieve this, the closed captioning guidelines of the U.S. Federal Communications Commission, DCMP, and the Korea Communications Commission were identified and analyzed. The analysis of the subtitle of the entire "Squid Game" series reveals that, while Korean closed captions accurately present slangs and titles, they present non-existent information in speaker identification. In English closed captions, speaker identification guidelines are well followed, but omissions of slangs and title mistranslations are observed. In terms of completeness, both Korean and English closed captions are found to omit certain audio parts. To address these issues, the study suggests strengthening the QA process, establishing a system to communicate original text problems during translation, and utilizing general English subtitles.

A Bibliographical Research of The DongyiSooseBowon Gabobon ("동의수세보원(東醫壽世保元) 갑오본(甲午本)"의 서지학적(書誌學的) 연구(硏究))

  • Park, Seong-Sik;Han, Kyung-Suk
    • Journal of Sasang Constitutional Medicine
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    • v.13 no.2
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    • pp.94-109
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    • 2001
  • 1. Background and Purpose ${\ulcorner}$DongyiSooseBowon${\lrcorner}$ is the book that was mixed ${\ulcorner}$GaboBon${\lrcorner}$ and ${\ulcorner}$KyungjaBon${\lrcorner}$ which was written by DongMu. But hardly any clause or text of the GaboBon excepting ${\ulcorner}$DongyiSooseBowon${\lrcorner}$ has been described. At the year of 2000, the society of sasang constitutional medicine acqired ${\ulcorner}$HamsanSachon DongyiSooseBowon GaboGubon${\lrcorner}$ which is seen as a written copy of ${\ulcorner}$GaboBon${\lrcorner}$. According to Lee Sung-Su who is the great-grandson of DongMu's older brother, ${\ulcorner}$HamsanSachon DongyiSooseBowon GaboGubon${\lrcorner}$ was worked by Lee Jin-Yoon who is the grandson of DongMu's older brother, and it was copied by Han Min-Gab and now is owned by Lee Sung-Su who is son of Lee Jin- Yoon. 2. Methods This paper was written in order to understand of ${\ulcorner}$HamsanSachon DongyiSooseBowon GaboGubon${\lrcorner}$ through the study to focus on the bibliographical character. 3. Result and Conclusion 1) It is reasonable that ${\ulcorner}$HamsanSachon DongyiSooseBowon GaboGubon${\lrcorner}$ had copied to the original ${\ulcorner}$DongyiSoose Bowon GaboGubon${\lrcorner}$ which was written by DongMu. 2) We can find the character of ${\ulcorner}$HamsanSachon DongyiSooseBowon GaboGubon${\lrcorner}$ as follows. (1) It has the table of contents, the definition of the number of the texts, and the article number of each texts. (2) ${\ulcorner}$KyungJaBon${\lrcorner}$ and ${\ulcorner}$SinchukBon${\lrcorner}$ has different number of the texts about ${\ulcorner}$The general remarks on the Soyangin${\lrcorner}$. (3) It is different with original ${\ulcorner}$GaboBon${\lrcorner}$ because of the extracting marks of the text. (4) It is supposed that it has the pares which was additionally or wrongly amended by someone. 3) We can consider that the character of original ${\ulcorner}$GaboBon${\lrcorner}$ which was written by DongMu from ${\ulcorner}$HamsanSachon DongyiSooseBowon GaboGubon${\lrcorner}$ as follows. (1) ${\ulcorner}$The Discourse on Nature and Order${\lrcorner}$${\sim}$${\ulcorner}$The Discourse on the Four Principles${\lrcorner}$ is original articles of ${\ulcorner}$GaboBon${\lrcorner}$. (2) The head title of${\ulcorner}$The Discourse on the Origin of Oriental Medicine${\lrcorner}$ was not in ${\ulcorner}$GaboBon${\lrcorner}$. (3) It is not clear whether ${\ulcorner}$The Discourse on the General Health Maintenance${\lrcorner}$ and ${\ulcorner}$The Discourse on Identifying Four Constitutions${\lrcorner}$ is original texts or amended texts of ${\ulcorner}$GaboBon${\lrcorner}$. So it is required more study about it.

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A Study on the Research Trends on Domestic Platform Government using Topic Modeling (토픽 모델링을 활용한 한국의 플랫폼정부 연구동향 분석)

  • Suh, Byung-Jo;Shin, Sun-Young
    • Informatization Policy
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    • v.24 no.3
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    • pp.3-26
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    • 2017
  • The amount of unstructured data generated online is increasing exponentially and the analysis of text data is being done in various fields. In order to identify the research trends on the platform government, the title, year, academic society, and abstract information of the academic papers on the subject of platform government were collected from the database of the domestic papers, DBPIA(www.dbpia.co.kr). The results of the existing research on the platform government and related fields were analyzed based on each stage of the national informatization promotion. The technology, service, and governance topics were extracted from papers on platform government and the trends of core topics were analyzed by year. Entering the era of the intelligent information society, this study has significance for providing the basis for defining a new role of government - the platform government that sets the stage for the private sector to lead the innovation, and plays the role of an 'enabler' and 'facilitator' instead. The purpose of this study is to understand the platform government research through objective analysis of its trends. Looking for future directions, this study will contribute to future research by providing reference materials.

Analysis of Behavior of Seoullo 7017 Visitors - With a Focus on Text Mining and Social Network Analysis - (서울로 7017 방문자들의 이용행태 분석 -텍스트 마이닝과 소셜 네트워크 분석을 중심으로-)

  • Woo, Kyung-Sook;Suh, Joo-Hwan
    • Journal of the Korean Institute of Landscape Architecture
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    • v.48 no.6
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    • pp.16-24
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    • 2020
  • The purpose of this study is to analyze the usage behavior of Seoullo 7017, the first public garden in Korea, to understand the usage status by analyzing blogs, and to present usage behavior and improvement plans for Seoullo 7017. From June 2017 to May 2020, after Seoullo 7017 was open to citizens, character data containing 'Seoullo 7017' in the title and contents of NAVER and·DAUM blogs were converted to text mining and socialization, a Big Data technique. The analysis was conducted using social network analysis. The summary of the research results is as follows. First of all, the ratio of men and women searching for Seoullo 7017 online is similar, and the regions that searched most are in the order of Seoul and Gyeonggi, and those in their 40s and 50s were the most interested. In other words, it can be seen that there is a lack of interest in regions other than Seoul and Gyeonggi and among those in their 10s, 20s, and 30s. The main behaviors of Seoullo 7017 are' night view' and 'walking', and the factors that affect culture and art are elements related to culture and art. If various programs and festivals are opened and actively promoted, the main behavior will be more varied. On the other hand, the main behavior that the users of Seoullo 7017 want is 'sit', which is a static behavior, but the physical conditions are not sufficient for the behavior to occur. Therefore, facilities that can cause sitting behavior, such as shades and benches must be improved to meet the needs of visitors. The peculiarity of the change in the behavior of Seoullo 7017 is that it is recognized as a good place to travel alone and a good place to walk alone as a public multi-use facility and group activities are restricted due to COVID-19. Accordingly, in a situation like the COVD-19 pandemic, more diverse behaviors can be derived in facilities where people can take a walk, etc., and the increase of various attractions and the satisfaction of users can be increased. Seoullo 7017, as Korea's first public pedestrian area, was created for urban regeneration and the efficient use of urban resources in areas beyond the meaning of public spaces and is a place with various values such as history, nature, welfare, culture, and tourism. However, as a result of the use behavior analysis, various behaviors did not occur in Seoullo 7017 as expected, and elements that hinder those major behaviors were derived. Based on these research results, it is necessary to understand the usage behavior of Seoullo 7017 and to establish a plan for spatial system and facility improvement, so that Seoullo 7017 can be an important place for urban residents and a driving force to revitalize the city.

Exploring the Trend of Korean Creative Dance by Analyzing Research Topics : Application of Text Mining (연구주제 분석을 통한 한국창작무용 경향 탐색 : 텍스트 마이닝의 적용)

  • Yoo, Ji-Young;Kim, Woo-Kyung
    • Journal of Korea Entertainment Industry Association
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    • v.14 no.6
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    • pp.53-60
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    • 2020
  • The study is based on the assumption that the trend of phenomena and trends in research are contextually consistent. Therefore the purpose of this study is to explore the trend of dance through the subject analysis of the Korean creative dance study by utilizing text mining. Thus, 1,291 words were analyzed in the 616 journal title, which were established on the paper search website. The collection, refining and analysis of the data were all R 3.6.0 SW. According to the study, keywords representing the times were frequently used before the 2000s, but Korean creative dance research types were also found in terms of education and physical training. Second, the frequency of keywords related to the dance troupe's performance was high after the 2000s, but it was confirmed that Choi Seung-hee was still in an important position in the study of Korean creative dance. Third, an analysis of the overall research subjects of the Korean creative dance study showed that the research on 'Art of Choi Seung-hee in the modern era' was the highest proportion. Fourth, the Hot Topics, which are rising as of 2000, appeared as 'the performance activities of the National Dance Company' and 'the choreography expression and utilization of traditional dance'. However, since the recent trend of the National Dance Company's performance is advocating 'modernization based on tradition', it has been confirmed that the trend of Korean creative dance since the 2000s has been focused on the use of traditional dance motifs. Fifth, the Cold Topic, which has been falling as of 2000, has been shown to be a study of 'dancing expressions by age'. It was judged that interest in research also decreased due to the tendency to mix various dance styles after the establishment of the genre of Korean creative dance.