• Title/Summary/Keyword: satisfaction-rate

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Implementation of Machine Learning-Based Art Work Recommendation Service in Embedded System Environments (임베디드 시스템 환경에서의 머신러닝 기반 미술 작품 추천 서비스 구현)

  • Cheon, Mi-Hyeon;Lee, Donghwa
    • Journal of Digital Convergence
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    • v.17 no.10
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    • pp.265-271
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    • 2019
  • The number of galleries across the country is increasing as interest in cultural life increases due to the increase in national income. However, museum satisfaction is relatively low compared to other services. In this paper, we propose a service that provides preference information based on machine learning in embedded system environment in order to increase museum satisfaction. The proposed algorithm implements an embedded system using Raspberry Pi. Machine learning was used to find works similar to the viewer's favorite works, and several models were compared to select models applicable to embedded systems. By using the preference information, it is possible to effectively organize the gallery exhibition contents to increase the exhibition satisfaction and the re-visit rate of the museum.

A Study on the Development of Physical Examination with VR Content and User Satisfaction (VR 콘텐츠를 이용한 신체검사 개발 및 사용자 만족도 연구)

  • An, Ho-Won;Kim, Jun-Min
    • The Journal of the Korea Contents Association
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    • v.21 no.6
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    • pp.318-326
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    • 2021
  • This study aims to the effectiveness of physical examination using VR contents to solve problems such as the increase in chronic diseases and shortage of professional manpower in the health care field according to the aging and low birth rate, and to provide efficient healthcare. Therefore, this study implemented a one-stop VR content physical examination system by wearing HTC VIVE Pro VR and a stick controller. The system is from step 1 to step 5, and the final body age is determined and a simple solution is provided through five steps sequentially: color blind test, memory test, audiogram test, reaction speed test, and instantaneous cognitive ability test. In addition, for the one-stop VR content physical examination system developed by this study, as a result of verifying the user satisfaction for normal people who visited the health examination center and VR/AR clinical trial center of certified tertiary hospital in Daejeon, the overall satisfaction and the intention to reuse Was high, and according to gender, there was a significant difference in the 5-step test, and according to the age, there were significant differences in the 4-step test and the 5-step test.

Assessment of Visitors' Satisfaction and Intention to Revisit of Bukcheon Iceland Poppy Festival in Hadong County, South Korea

  • Lee, Yeong Jin;Huh, Keun Young;Kim, Inhea;Bui, Hai Dang
    • Journal of People, Plants, and Environment
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    • v.22 no.6
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    • pp.629-639
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    • 2019
  • This study was conducted to analyze the characteristics of visitors to Hadong Bukcheon Iceland Poppy (BIP) Festival in order to sustain and enhance local flower festivals as a garden tourism. A questionnaire was distributed to BIP Festival visitors from May 18 to 27, 2018. A total of 167 responses were subject to be analyzed. Descriptive statistics analysis was mainly used and focused on describing the results in direct to explain the BIP Festival as a garden tourism. The number of female visitors and those in their 40s and 50s was high. Most of the visitors were found to live in other cities or counties near the area where BIP Festival was held and to prefer festivals held on the theme of nature and local features. The revisit rate and awareness of BIP Festival were 52.1% and 72.5% respectively. They mainly obtained the information on BIP Festival from people around them including family members, friends and colleagues, or from the Internet. Most answered that BIP festival was the most important destination on their trip. The major motives of BIP Festival visit included "spending quality time with family or friends (34.1%)", "appreciating Iceland poppy and gardens (25.6%)", and "enjoying oneself (tranquility, mental rest, etc.; 21.3%). As a companion, family and friends/colleagues accounted for 62.3% and 26.3% respectively. Most were found to spend 1-2 hours on visiting BIP festival and stay in Hadong county for a quarter of a day. In satisfaction of BIP Festival itself, "display and maintenance of Iceland poppy (3.76)" and "easiness of viewing (places arrangement, path, etc.) (3.57)" were high. In satisfaction of public relation and information, "service and hospitality of guides and desk clerks (3.66)" was high. The intention to revisit BIP Festival was nearly affirmative (3.73-3.80).

Usefulness of a 1,064 nm Microlens Array-type, Picosecond-dominant Laser for Pigmented Scars with Improvement of Vancouver Scar Scale

  • Ahn, Kwang Hyeon;Park, Eun Soo;Nam, Seung Min
    • Medical Lasers
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    • v.8 no.1
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    • pp.19-23
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    • 2019
  • Background and Objectives The picosecond 755 nm alexandrite laser was first approved by the US FDA in 2012. A previous study described the use of a 1,064 nm picosecond laser with a micro-lens array (MLA) in peri-areolar scarring from breast reconstruction surgery and reported significant improvement in the texture and aesthetic appearance of the scar without other wound complications. The purpose of this study was to evaluate the improvement of overall scarring, not just pigmentation, in the picosecond laser treatment of patients with pigmentations. Materials and Methods Sixteen patients who underwent 1,064 nm picosecond laser treatment from June 2016 to December 2018 were enrolled in this study. Patients received two to six sessions of picosecond laser treatment at intervals of 4 weeks. Before and after the laser treatment, the patients evaluated their own satisfaction score and a physician evaluated the Vancouver Scar Scale. To evaluate the satisfaction score and complication rate, a retrospective chart review was done. Results Seven were female and nine were male. The mean of the patients' satisfaction score before the treatment was 1.44 (interquartile range [IQR], 1-2) and 3.00 (IQR 2.25-3.75) six months after treatment. The mean of the Vancouver Scar Scale before the treatment was 9.69 (IQR 8-11), and 6.25 (IQR 5-7.75) six months after treatment. All the results were statistically significant (p<0.01). Conclusion This study provides evidence that the use of a 1,064 nm picosecond laser treatment for pigmented scars can be effective in improving the pigmentation and overall scar status, including vascularity, height, and pliability, with the results of a decrease in the VSS scores between treatments.

Social Isolation and Life Satisfaction among Low-income Older Adults: The Mediating Effect of Sense of Community (빈곤노인의 사회적 고립이 생활만족도에 미치는 영향: 지역사회인식의 매개효과)

  • Park, Mijin
    • 한국노년학
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    • v.30 no.3
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    • pp.895-910
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    • 2010
  • This study examined the mediating effect of social isolation on the life satisfaction among lowincome older adults. The purpose of this study was to find out isolated older adults' social isolation rate and mediating effect of sense of community by community dwelling older adults with loweconomic status. This study used the Gijang Welfare Network study(2009). The sample consisted 256 older adults 65 and older residing in Busan(Gijang). As statistical method, correlation analysis and structural equation model used in this paper. The results of this study suggested some practical implications in reducing social isolation for older adults with low economic status. We need to emphasize social relations and social participations as well as outreach program for high-risk elderly of social isolation. In addition, Findings suggested that community based interventions should be provided to protect older people, especially poor elderly from social isolation.

Hemorrhagic Complications Following Ultrasound-Guided Breast Biopsy: A Prospective Patient-Centered Study

  • Heera Yoen;Hyun-Ah Chung;So-Min Lee;Eun-sung Kim;Woo Kyung Moon;Su Min Ha
    • Korean Journal of Radiology
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    • v.25 no.2
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    • pp.157-165
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    • 2024
  • Objective: We aimed to evaluate the clinical and imaging factors associated with hemorrhagic complications and patient discomfort following ultrasound (US)-guided breast biopsy. Materials and Methods: We prospectively enrolled 94 patients who were referred to our hospital between June 2022 and December 2022 for US-guided breast biopsy. After obtaining informed consent, two breast radiologists independently performed US-guided breast biopsy and evaluated the imaging findings. A hemorrhagic complication was defined as the presence of bleeding or hematoma on US. The patients rated symptoms of pain, febrile sensation, swelling at the biopsy site, and dyspnea immediately, 20 minutes, and 2 weeks after the procedure on a visual analog scale, with 0 for none and 10 for the most severe symptoms. Additional details recorded included those of nausea, vomiting, bleeding, bruising, and overall satisfaction score. We compared the clinical symptoms, imaging characteristics, and procedural features between patients with and those without hemorrhagic complications. Results: Of 94 patients, 7 (7%) developed hemorrhagic complications, while 87 (93%) did not. The complication resolved with 20 minutes of manual compression, and no further intervention was required. Vascularity on Doppler examination (P = 0.008), needle type (P = 0.043), and lesion location (P < 0.001) were significantly different between the groups. Patients with hemorrhagic complications reported more frequent nausea or vomiting than those without hemorrhagic complications (29% [2/7] vs. 2% [2/87], respectively; P = 0.027). The overall satisfaction scores did not differ between the two groups (P = 0.396). After 2 weeks, all symptoms subsided, except bruising (50% 2/4 in the complication group and 25% [16/65] in the no-complication group). Conclusion: US-guided breast biopsy is a safe procedure with a low complication rate. Radiologists should be aware of hemorrhagic complications, patient discomfort, and overall satisfaction related to this procedure.

An Empirical Study on Visitors' Experiences with the <Game Society>

  • Bo-A Rhee;You-min Im;So-Eun Park
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.10
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    • pp.175-184
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    • 2024
  • This study sheds light on the viewing experiences with ≪Game Society(2023)≫ through literature review and quantitative methodology to analyze the perceived value, the perceived experience quality, the attitude toward the exhibition, and the intentions to use of the exhibition. Survey participants demonstrate a tendency to rate the entertainment value higher than the esthetic and educational values. The aforementioned hedonic value shows a significant positive correlation with the degree of satisfaction, while educational and esthetic values exhibit negative corr)elations. Regarding the perceived experience quality, the attractiveness of the exhibition themes significantly influences the degree of satisfaction. Hypothesis testing results indicate that the five detailed factors related to the intention to use of the exhibition are significantly positively correlated with both the degree of satisfaction and the degree of immersion.

Development of a Standardized Clinical Pathway in Korean Patients with Gastric Cancer Clinical Application Observational Study (위암 환자의 한의 표준 임상경로(Clinical Pathway) 개발 임상적용 관찰연구)

  • Keon-Jun Lee;Dong Hyeon Kim;Jong-Hee Kim;Han-Eum Joo;Young-Min Cho;Jung-Hyo Cho;Ji-Hye Park;So-Jung Park
    • The Journal of Korean Medicine
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    • v.45 no.2
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    • pp.74-82
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    • 2024
  • Objectives: The objective of this study was to explore the integration of Traditional Korean Medicine (TKM) into existing clinical pathways for the treatment of gastric cancer. focusing on enhancing treatment outcomes and improving patient quality of life. Methods: Employing a prospective observational design, the study targeted adults aged 20-75 diagnosed with gastric cancer. It assessed the TKM pathway's impact on quality of life, tumor markers, complete blood count test values, and patient satisfaction, and monitored adverse reactions to evaluate effectiveness and safety. Results: The study demonstrated improved quality of life(QOL), as indicated by increased Karnofsky Performance Scale(KPS) scores Mean Difference(MD)=20.37, and better quality of life (MD=19.79) assessments. Blood test results showed notable enhancements in immune function markers such as Neutrophil (MD=-7.34%) and Lymphocyte (6.80%), and Erythrocyte Sedimentation Rate (ESR)(MD=-11.05mm/hr). Both patient and medical staff satisfaction (MD=0.33) improved, although changes in tumor markers were not statistically significant. Conclusions: The integration of TKM into the treatment of gastric cancer can significantly improve patient quality of life and satisfaction. To further substantiate these results, developing and implementing more critical pathways across varied clinical settings, along with larger-scaled studies, are essential.

The Effect of Characteristics of Ship Organizational Culture on Job Satisfaction and Turnover Intention of Sailors (선박조직문화가 선원의 직무만족과 이직의도에 미치는 영향)

  • Shin, Hae-Mi;Noh, Cang Gyun;Lee, Chang Young
    • Journal of Korea Port Economic Association
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    • v.33 no.3
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    • pp.121-138
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    • 2017
  • Organizational culture represents values and beliefs that members share and is a factor that influences the behavior of organizational members. Understanding organizational culture is a source of competitive advantage to increase the rate of success and efficient management of the organization. The purpose of this study is to determine the relationship between job satisfaction and the turnover intention of sailors. To achieve its purpose, the study was developed by examining the properties to be used for the demonstration and the purpose of the study, and verifying the hypothesis through empirical analysis. Empirical analysis showed that developmental, rational, and group cultures among organizational culture have a significant impact on job satisfaction. When the organizational culture has a group culture and an extrinsic factor to job satisfaction, it has a negative effect on turnover intention. This implies that the shipping company needs to foster organizational culture to feel like growing for Sailors themselves and to improve relationship and cooperation with other sailors rather than trying to control strongly. The shipping company will need to educate members and manage its organizational culture consistently for improving the organizational culture.

Improvement of Hi-Pass Users' Satisfaction Using Modified Importance Performance Analysis (M-IPA 기법을 이용한 하이패스 만족도 제고 방안)

  • Choi, Yoon-Hyuk;Ko, Han-Geom;Yun, Ilsoo;Kim, Dong-In
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.15 no.1
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    • pp.52-65
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    • 2016
  • The electronic toll collection system(ETCS), is globally used in about 40 countries. In Korea, the Korea Expressway Corporation led the nationwide introduction of the ETC system in 2007 under the brand name of the Hi-pass. Since then, Hi-pass, with its rate of average daily use reaching about 70%, has become an essential facility in Korean expressways. To identify users' perception on Hi-pass (satisfaction, preference, etc.), this study conducted a Modified Importance-Performance Analysis (M-IPA). With this, this study attempted to identify the kind of efforts necessary to enhance current Hi-pass users' convenience and satisfaction. According to the result of M-IPA, the items including "non-stop payment" and "toll discount" are identified as key items that require further improvement. For improvement in the "non-stop payment" item, operations of Hi-pass toll booths appropriate for the demand for Hi-pass use and the selection of Hi-pass booths' locations in consideration of entry and exit lanes need to be improved. In addition, with regard to the "toll discount" item, although toll discount is currently provided to Hi-pass users, thus, PR thereof will have to be strengthened. It is expected that this study will be used as basic data to devise methods of enhancing Hi-pass usage through improvement of Hi-pass users' satisfaction.