• Title/Summary/Keyword: University Portals

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Development of Demand Prediction Model for Video Contents Using Digital Big Data (디지털 빅데이터를 이용한 영상컨텐츠 수요예측모형 개발)

  • Song, Min-Gu
    • Journal of Industrial Convergence
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    • v.20 no.4
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    • pp.31-37
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    • 2022
  • Research on what factors affect the success of the movie market is very important for reducing risks in related industries and developing the movie industry. In this study, in order to find out the degree of correlation of independent variables that affect movie performance, a survey was conducted on film experts using the AHP method and the importance of each measurement factor was evaluated. In addition, we hypothesized that factors derived from big data related to search portals and SNS will affect the success of movies due to the increase in the spread and use of smart phones. And a prediction model that reflects both the expert survey information and big data mentioned above was proposed. In order to check the accuracy of the prediction of the proposed model, it was confirmed that it was improved (10.5%) compared to the existing model as a result of verification with real data.Therefore, it is judged that the proposed model will be helpful in decision-making of film production companies and distributors.

A Study on Educational Data Mining for Public Data Portal through Topic Modeling Method with Latent Dirichlet Allocation (LDA기반 토픽모델링을 활용한 공공데이터 기반의 교육용 데이터마이닝 연구)

  • Seungki Shin
    • Journal of The Korean Association of Information Education
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    • v.26 no.5
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    • pp.439-448
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    • 2022
  • This study aims to search for education-related datasets provided by public data portals and examine what data types are constructed through classification using topic modeling methods. Regarding the data of the public data portal, 3,072 cases of file data in the education field were collected based on the classification system. Text mining analysis was performed using the LDA-based topic modeling method with stopword processing and data pre-processing for each dataset. Program information and student-supporting notifications were usually provided in the pre-classified dataset for education from the data portal. On the other hand, the characteristics of educational programs and supporting information for the disabled, parents, the elderly, and children through the perspective of lifelong education were generally indicated in the dataset collected by searching for education. The results of data analysis through this study show that providing sufficient educational information through the public data portal would be better to help the students' data science-based decision-making and problem-solving skills.

A Plan to Promote Intangible Cultural Heritage Transmission Education Through the Analysis of Immersive Content Cases (실감 콘텐츠 사례 분석을 통한 무형문화유산 전수 교육 활성화 방안)

  • Hwa-Su Jin
    • Journal of Practical Engineering Education
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    • v.15 no.2
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    • pp.519-528
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    • 2023
  • Recently, for the preservation and transmission of cultural heritage, various researches and content development based on technologies such as virtual reality, augmented reality, and extended reality, which are the core technologies of the 4th industrial revolution era, are being conducted. Intangible cultural heritage is variable, unlike tangible cultural heritage, so it changes greatly depending on time and space, and as a result, it is in danger of being discontinued due to the aging and death of the inheritors. In this study, the current status and cases of related realistic content production were collected and analyzed, focusing on statistical data, intangible cultural heritage training centers through search portals, and platform cases. As a result of the analysis, it was found that overall, there were very few cases of use in content and transfer education using intangible cultural heritage. Through this study, we will consider ways to revitalize the effective transfer education of intangible cultural heritage that is on the verge of being cut off from transmission.

An exploratory study on the factors influencing credibility of television news and portal news

  • Najin Jun
    • International Journal of Internet, Broadcasting and Communication
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    • v.15 no.4
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    • pp.31-43
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    • 2023
  • News credibility is on a decline for many democratic countries. Among the countries, South Korea is currently witnessing one of the steepest declining curves. Since people obtain news from various media, for example, television and portals, news credibility can be measured for each of the media separately. Most often, television news credibility is much higher than portal news credibility because people tend to trust traditional media more than online ones. To understand the discrepancy between news credibility of the two media in specific relation to South Koreans' everyday news use and overall news credibility evaluation, this exploratory study examined how the factors that influence television news credibility and portal news credibility differ from each other by examining the relations of news credibility of the two media to credibility of news I use and of news in general. Drawing from previous research on partisan news use, it assumed that normative beliefs for television as a traditional medium work for television news credibility in the similar way as the mechanisms of selective exposure and bias perception do. It also assumed that the experiences dimension of news trust works for credibility of portal news and of news in general similarly. To verify these assumptions, a regression analysis was conducted from a sample of 58,936 South Koreans collected in 2022. As assumed, results revealed a greater relation between credibility of television news and of news I use, and between credibility of portal news and of news in general respectively. The findings suggest that measurement of credibility should be revised in the way that reflects media characteristics and the differing expectations held by news users.

Digital News Innovation and Online Readership: A Study of Subscribers Paying for Online News (언론사의 디지털 혁신과 구독자 되찾기: 온라인 뉴스의 유료이용 경험에 관한 연구)

  • Sun Ho Jeong
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.6
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    • pp.1111-1117
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    • 2023
  • Recently, South Korean newspapers began trying to charge for online news. This study attempts to shed light on the factors that influence payment for online news by analyzing Korea Press Foundation's 2022 Media Audience Survey (N = 58,936). The results of this study showed a steady increase in past payment and paying intent for online news since 2020. Predictors of past payment for online news included gender, age, and education, and interest in political and social issues. News use through specific media (i.e., newspapers, magazines, portals, messengers, social media, video sites, and podcasts), as well as mobile applications and e-mail newsletters, were found to contribute to paid subscriptions. Based on the findings of the study, news organizations should prepare to offer differentiated news content through their own news platforms and establish concrete plans to build trust in news.

Breast Radiotherapy with Mixed Energy Photons; a Model for Optimal Beam Weighting

  • Birgani, Mohammadjavad Tahmasebi;Fatahiasl, Jafar;Hosseini, Seyed Mohammad;Bagheri, Ali;Behrooz, Mohammad Ali;Zabiehzadeh, Mansour;meskani, Reza;Gomari, Maryam Talaei
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.17
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    • pp.7785-7788
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    • 2015
  • Utilization of high energy photons (>10MV) with an optimal weight using a mixed energy technique is a practical way to generate a homogenous dose distribution while maintaining adequate target coverage in intact breast radiotherapy. This study represents a model for estimation of this optimal weight for day to day clinical usage. For this purpose, treatment planning computed tomography scans of thirty-three consecutive early stage breast cancer patients following breast conservation surgery were analyzed. After delineation of the breast clinical target volume (CTV) and placing opposed wedge paired isocenteric tangential portals, dosimeteric calculations were conducted and dose volume histograms (DVHs) were generated, first with pure 6MV photons and then these calculations were repeated ten times with incorporating 18MV photons (ten percent increase in weight per step) in each individual patient. For each calculation two indexes including maximum dose in the breast CTV ($D_{max}$) and the volume of CTV which covered with 95% Isodose line ($V_{CTV,95%IDL}$) were measured according to the DVH data and then normalized values were plotted in a graph. The optimal weight of 18MV photons was defined as the intersection point of $D_{max}$ and $V_{CTV,95%IDL}$ graphs. For creating a model to predict this optimal weight multiple linear regression analysis was used based on some of the breast and tangential field parameters. The best fitting model for prediction of 18MV photons optimal weight in breast radiotherapy using mixed energy technique, incorporated chest wall separation plus central lung distance (Adjusted R2=0.776). In conclusion, this study represents a model for the estimation of optimal beam weighting in breast radiotherapy using mixed photon energy technique for routine day to day clinical usage.

Arthroscopic Cannulated Screw Fixation Technique for Avulsion Fracture of the Intercondylar Eminence of the Tibia (삽관 나사못(Cannulated screw)을 사용한 경골 과간 융기부 견열 골절의 관절경적 치료 기법)

  • Lee, Kee-Byoung;Chang, Ho-Guen;Lee, Seok-Beom;Moon, Young-Wan;Kang, Ki-Hoon;Lee, Wook-Hyung
    • Journal of the Korean Arthroscopy Society
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    • v.3 no.2
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    • pp.127-131
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    • 1999
  • Avulsion fractures of the intercondylar eminence of the tibia are not uncommon. In the displaced avulsion fracture, anatomical reduction and firm fixation of fracture fragments are needed but the most of the conventional operative techniques including arthroscopic technique are relatively complex and need. The results were not always satisfactory due to the risk of postoperative complications such as wound infection, premature epiphyseal closure and loss of fixation after early motion etc. So we describe a simple and safe modified method of arthroscopic reduction and fixation for avulsion fractures of the intercondylar eminence of the tibia. In our thirteen cases, we achieved anatomical reduction and secure fixation using cannulated screw through the three arthroscopic portals (anterolateral, medial mid-patellar and central). Postoperatively, immediate limited range of motion of the knee and partial weight bearing were possible. Additional use of the washer afforded safe fixation of comminuted avulsion fracture. The advantage of this technique includes its technical simplicity, easy removal of hardware, ability to treat comminuted type IV fracture with washer, no additional skin incision, no damage to growing plate in growth children and less morbidity.

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Comparison of $LigaSure^{TM}$ and Bipolar Vessel Sealing System for Laparoscopic Ovariectomy in Cats (복강경을 이용한 고양이의 난소 절제술에서 지혈기구인 $LigaSure^{TM}$와 양극 전기 응고 장치(bipolar)의 비교)

  • Jin, So-Young;Lee, Seung-Yong;Park, Se-Jin;Kim, Young-Ki;Seok, Seong-Hoon;Hwang, Jae-Min;Yeon, Seong-Chan
    • Journal of Veterinary Clinics
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    • v.31 no.6
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    • pp.477-482
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    • 2014
  • The aim of this study was to investigate and compare technique, surgical time, and complications of laparoscopic ovariectomy using $LigaSure^{TM}$ and bipolar vessel sealing system in cats. Laparoscopic ovariectomy was performed under general anesthesia on 10 healthy female cats admitted for elective ovariectomy. Surgery was performed through three midline portals. Each ovary was randomly-assigned to removal by use of either $LigaSure^{TM}$ or bipolar vessel sealing system. Duration of predetermined surgery intervals and complications were compared. Bipolar OVE ($2:16{\pm}1:14$ minutes) took significantly longer surgical time compared to the $LigaSure^{TM}$ OVE ($1:24{\pm}0:59$ minutes, P = 0.021). The ovarian pedicle fat and obesity did not influence surgery duration. Intraoperative hemorrhage occurred with bipolar OVE in three cats, but had no significant influence on surgical time. The results suggest that both $LigaSure^{TM}$ and bipolar devices appear to be effective, but $LigaSure^{TM}$ can be used as a stand-alone device that decreases surgical time and complication compared with bipolar vessel sealing system.

Problems of Applying Information Technologies in Public Governance

  • Goshovska, Valentyna;Danylenko, Lydiia;Hachkov, Andrii;Paladiiichuk, Sergii;Dzeha, Volodymyr
    • International Journal of Computer Science & Network Security
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    • v.21 no.8
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    • pp.71-78
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    • 2021
  • The relevance of research provides the necessity to identify the basic problems in the public governance sphere and information technology relations, forasmuch as understanding such interconnections can indicate the consequences of the development and spreading information technologies. The purpose of the research is to outline the issues of applying information technologies in public governance sphere. 500 civil servants took part in the survey (Ukraine). A two-stage study was conducted in order to obtain practical results of the research. The first stage involved collecting and analyzing the responses of civil servants on the Mentimeter online platform. In the second stage, the administrator used the SWOT-analysis system. The tendencies in using information technologies have been determined as follows: the institutional support development; creation of analytical portals for ensuring public control; level of accountability, transparency, activity of civil servants; implementation of e-government projects; changing the philosophy of electronic services development. Considering the threats and risks to the public governance system in the context of applying information technologies, the following aspects generated by societal requirements have been identified, namely: creation of the digital bureaucracy system; preservation of information and digital inequality; insufficient level of knowledge and skills in the field of digital technologies, reducing the publicity of the state and municipal governance system. Weaknesses of modern public governance in the context of IT implementation have been highlighted, namely: "digitization for digitalization"; lack of necessary legal regulation; inefficiency of electronic document management (issues caused by the imperfection of the interface of reporting interactive forms, frequent changes in the composition of indicators in reporting forms, the desire of higher authorities to solve the problem of their introduction); lack of data analysis infrastructure (due to imperfections in the organization of interaction between departments and poor capacity of information resources; lack of analytical databases), lack of necessary digital competencies for civil servants. Based on the results of SWOT-analysis, the strengths have been identified as follows: (possibility of continuous communication; constant self-learning); weaknesses (age restrictions for civil servants; insufficient acquisition of knowledge); threats (system errors in the provision of services through automation); opportunities for the introduction of IT in the public governance system (broad global trends; facilitation of the document management system). The practical significance of the research lies in providing recommendations for eliminating the problems of IT implementation in the public governance sphere outlined by civil servants..

Arthroscopic Treatment of Recurrent Prepatellar Bursitis (관절경을 이용한 재발성 슬개골전 점액낭염의 치료)

  • Kyung Hee-Soo;Kim Hee-Soo;Hwang Jun-Kyung;Ihn Joo-Chul
    • Journal of the Korean Arthroscopy Society
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    • v.6 no.2
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    • pp.183-187
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    • 2002
  • Purpose : We report a result of arthroscopic treatment of the recurrent prepatellar bursitis. Materials and Methods : Between March 2001 and May 2002, we treated 4 patients with prepatellar bursitis, the average follow-up period was 14.5 months. The causes were acute trauma 3 cases and repeated minor trauma 1 case. All cases were recurred after previous history of the conservative therapy at other hospital but one was a recurred case after operative excision. Operative technique was as follows. Before inserting the arthroscope, the bursa was inflated with saline. The portals fur 4 mm diameter arthroscope were placed 1cm away from the bursal sac through small skin incision. Superficial layer of the bursa was resected first and then deep portion was the next. Several percutaneous mattress sutures were applied to the overlying skin with deep tissue, and compressive dressing was applied and maintained for 2 weeks. Results : All 4 cases were no recurrence, no pain, no tenderness. The results were considered satisfactory, Two cases of mild skin dimpling at suture site were observed. Conclusion : Arthroscopic treatment of the prepatellar bursitis is an another method of operation technique fur recurrent prepatellar bursitis, however long term follow-up will be needed about recurrence.

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