Seung-Chul Lee, Kwang-Woo Nam, D. Choi, Yong-Hun Kim, Jinse Kim, C. Park
{"title":"Prediction for Weight Loss Rate of Peach in Controlled Atmosphere Storage Using Artificial Neural Network","authors":"Seung-Chul Lee, Kwang-Woo Nam, D. Choi, Yong-Hun Kim, Jinse Kim, C. Park","doi":"10.5762/kais.2024.25.1.295","DOIUrl":"https://doi.org/10.5762/kais.2024.25.1.295","url":null,"abstract":"The potential for predicting the quality of peaches within a Controlled Atmosphere (CA) storage facility was determined post-harvest using environmental data collected inside the facility. The weight loss rate of peaches during storage in the CA storage facility was predicted using the saturation vapor pressure deficit method and artificial neural network analysis. Predicted and measured values were compared, and accuracies were expressed as determination coefficients (R²). The deep neural network model and the saturation vapor pressure deficit method predicted similar average storage weight loss rates. The determination coefficient (R²) for individual sample predictions was 0.93 for the deep neural network and 0.77 for the saturation vapor pressure deficit method, indicating that the deep neural network yielded superior results. Prediction fitness decreased when the storage period was extended to 21 and 28 days, indicating model incompleteness. More data is required to improve the fitness of predictions made using artificial neural networks.","PeriodicalId":112431,"journal":{"name":"Journal of the Korea Academia-Industrial cooperation Society","volume":"42 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140474395","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Study on the Relationship between Food Hygiene Recognition, Food Hygiene Attitude, and Personal Hygiene Control in College Students using A Structural Equation Model","authors":"Suk-Hee Kim","doi":"10.5762/kais.2024.25.1.357","DOIUrl":"https://doi.org/10.5762/kais.2024.25.1.357","url":null,"abstract":"This research aimed to provide fundamental data required for food hygiene education by analyzing relationships between food hygiene recognition, food hygiene attitude, and personal hygiene control in H college students in Chungnam province using a structural equation model. The survey period was from May 16 to June 30, 2019, and 1,048 responses were analyzed after excluding non-collected and inadequately completed responses. Confirmatory factor analysis and structural equation analysis were conducted using SPSS 23.0 and AMOS 24.0. Modified models were analyzed because initial models poorly fitted data. The modified confirmatory factor analysis model showed good fitness with CFI=0.953, NFI=0.945, TLI=0.925, RMSEA=0.069. Factor loading (standardized estimates) confirmed that the 15 measured variables represented latent variables well and that latent variables were correlated at a significance level of 0.001. The modified structural equation model showed good fitness with CFI=0.953, NFI=0.945, TLI=0.906, and RMSEA=0.069. The path coefficients for the 17 hypotheses were all statistically significant, and thus all the alternative hypotheses were accepted. Food hygiene recognition was found to have a significant effect on food hygiene attitude (β=0.384, p<.001), and food hygiene attitude had a significant effect on personal hygiene control (β=0.909, p<0.001). Food hygiene recognition had a weak effect on food hygiene attitude, but food hygiene attitude had a stronger effect on personal hygiene control. These results demonstrate the need for regular food hygiene education to improve food hygiene attitude because it had a greater influence on personal hygiene control than food hygiene recognition.","PeriodicalId":112431,"journal":{"name":"Journal of the Korea Academia-Industrial cooperation Society","volume":"11 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140478664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Positive psychological capital of social welfare facility workers Effect on turnover intention and organizational effectiveness","authors":"Suk-Do Ki, Sung-Je Cho","doi":"10.5762/kais.2024.25.1.663","DOIUrl":"https://doi.org/10.5762/kais.2024.25.1.663","url":null,"abstract":"","PeriodicalId":112431,"journal":{"name":"Journal of the Korea Academia-Industrial cooperation Society","volume":"1 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140478720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Mediating Effect of Social Support on the Relationship between Job Stress and Turnover Intention among Male Workers in the Manufacturing Industry","authors":"Eun-Sook Shin","doi":"10.5762/kais.2024.25.1.113","DOIUrl":"https://doi.org/10.5762/kais.2024.25.1.113","url":null,"abstract":"The purpose of this study was to examine the mediating effect of social support on the relationship between job stress and the turnover intention of male workers in the manufacturing industry. The study subjects were 348 male workers and data collection was conducted in February 2023 using a self-administered questionnaire. The results of regression analysis verifying the mediating effect of social support in the relationship between job stress and turnover intention of the survey subjects showed that the higher the job stress, the lower the social support (F=62.17, p<0.01), and the higher the turnover intention (F=57.71, p<0.01). The effect of social support on turnover intention while controlling job stress was also statistically significant (F=46.53, p<0.01). As the job stress β value was 0.353, which was smaller than the β value of 0.508, which was not passed through the parameter, it could be concluded that social support had a mediating effect. In the Sobel test results, social support played a partial mediating role in the relationship between job stress and turnover intention (Z=-4.26, p<0.01). The above results suggest that social support for male workers in the manufacturing industry may have a mediating effect on reducing job stress related to turnover intention.","PeriodicalId":112431,"journal":{"name":"Journal of the Korea Academia-Industrial cooperation Society","volume":"57 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140478599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Study on the Effectiveness of Crew Rotation System using Simulation","authors":"Kwimi Kim, Jungmok Ma","doi":"10.5762/kais.2024.25.1.646","DOIUrl":"https://doi.org/10.5762/kais.2024.25.1.646","url":null,"abstract":"The crew rotation system is an operation concept in which multiple teams or crews are assigned to one ship to perform missions in rotation. It is currently implemented in the U.S., Japan, and some ships of the Korean Coast Guard. Despite the advantage of improving the operation rate of a ship while reducing crew fatigue, only conceptual studies have been conducted by the Korean Navy. This study used simulations to compare the mission completion rate, shipload ratios, and crew load ratios before and after applying the crew rotation system. The target of the research was a Chungmugong Yi Sun-sin class ship, one of the main battleships of the Korean Navy, which is also assigned to many overseas missions, such as the Cheonghae unit dispatchment, and midshipmen cruise training. The application of a crew rotation system had no side effects in completing the assigned mission. In addition, the shipload and crew load ratios decreased in the number of days of mission performance by 33 days and 42-47 days, respectively. Furthermore, applying the system ensures the resting conditions for crew members and reduces crew fatigue while securing training periods to maintain stable education and training. As a result, it is expected that mission performance will be improved. On the other hand, the crew rotation system goes against the Navy's culture of the crew having a strong bond of fate with their ship. Nevertheless, the actual implementation of the system is difficult considering problems, such as ship maintenance must be transferred to a dedicated repair department on land and the extensive cost required to expand the dedicated facilities and personnel. This study is meaningful because stimulations were used to provide the framework for the quantitative results required to establish related policies in the future.","PeriodicalId":112431,"journal":{"name":"Journal of the Korea Academia-Industrial cooperation Society","volume":"276 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140475998","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Study on the Improvement of Mobile Communication Software Research and Development Model","authors":"Hyun-Ho Park, Yeon-Seung Ryu","doi":"10.5762/kais.2024.25.1.521","DOIUrl":"https://doi.org/10.5762/kais.2024.25.1.521","url":null,"abstract":"service coverage of service terminals and quality have developed dramatically as mobile communication systems gradually evolve from 1G analog to 2G digital, to 3G Wideband Code Division Multiple Access (WCDMA), Long-Term Evolution (4G LTE), and New Radio (5G NR). To this end, complex HW and SW that can increase the system processing speed and support wide frequency bandwidth are essential. In particular, with the advent of the 5G communication market, the size and complexity of SW have increased significantly because HW, which supports various frequency bands, requires SW that supports various functions. In addition, there are cases where new functions must be provided only by an SW upgrade without a HW change, making SW quality assurance more critical. In this study, only the Waterfall method was used when developing mobile communication equipment SW, as a market quality stability issue due to the nature of communication equipment, even if it took longer. On the other hand, a new Hybrid Agile-K model that can improve chronic market problems simultaneously was presented along with repetitive and gradual model presentation using the advantages of Waterfall and Agile models to change new communication protocols, such as 5G, and respond to customers' rapid market demands.","PeriodicalId":112431,"journal":{"name":"Journal of the Korea Academia-Industrial cooperation Society","volume":"252 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140473667","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jin-Ook Kang, Jae-Heung Kim, Young-Kon Park, Hee-Taek Yoon, Seok-Min Choi
{"title":"A Development of libraries for BIM Design of railway infrastructure and Establishment of sharing system","authors":"Jin-Ook Kang, Jae-Heung Kim, Young-Kon Park, Hee-Taek Yoon, Seok-Min Choi","doi":"10.5762/kais.2024.25.1.790","DOIUrl":"https://doi.org/10.5762/kais.2024.25.1.790","url":null,"abstract":"As part of the digitalization efforts in the construction industry, the mandatory implementation of Building Information Modeling has been progressing rapidly. This study conducted research to establish a shared system for accumulating and expanding data, aiming to secure an ample library throughout the life cycle. The research was conducted in three directions: the development of design libraries, the configuration of open properties, and the establishment of an expandable shared system. The design library, based on railway standards, analyzed the quantity and information of useful objects, resulting in the development of 741 items suitable for the design phase with a LoD 300. The properties of the libraries were configured in an open format to operate in the sharing system, providing design-specific parameters and information reflective of design details. In particular, the sharing system was established with an expandable concept, integrated with the delivery system to allow for the addition of new data, expanding the objects within the existing data bank. Initially, the facility classification system PBS was integrated with railway standard codes. Considering the WBS and ISO system to enable stepwise expansion throughout the lifecycle, a sequential numbering system was implemented in an expandable format. Designing data management properties to prevent duplication and loss of data, a database for the delivery system was developed. A program was written and implemented to enable search, sharing, and additional expansion. The scalable shared system and open design libraries will contribute to consistent information management and library augmentation throughout the design, construction, and maintenance lifecycle.","PeriodicalId":112431,"journal":{"name":"Journal of the Korea Academia-Industrial cooperation Society","volume":"58 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140476268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kyoung-Chul Kim, Youngki Hong, Gookhwan Kim, Kyeong-do Kwon, Changju Yang, Ki-Beom Lee
{"title":"Development of Accelerated-life Evaluation Method and Device of Quality of Agricultural Robots","authors":"Kyoung-Chul Kim, Youngki Hong, Gookhwan Kim, Kyeong-do Kwon, Changju Yang, Ki-Beom Lee","doi":"10.5762/kais.2023.24.11.496","DOIUrl":"https://doi.org/10.5762/kais.2023.24.11.496","url":null,"abstract":"","PeriodicalId":112431,"journal":{"name":"Journal of the Korea Academia-Industrial cooperation Society","volume":"61 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139198164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"X-Pers: A Study on Motion Recognition and Spatial Staging in Percussion Performances Using New Media Technology","authors":"Ho-Jong Seol, Jae-Hyoung Lee, Doo-Young Kwon","doi":"10.5762/kais.2023.24.11.288","DOIUrl":"https://doi.org/10.5762/kais.2023.24.11.288","url":null,"abstract":"","PeriodicalId":112431,"journal":{"name":"Journal of the Korea Academia-Industrial cooperation Society","volume":"7 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139201516","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Comparative usability evaluation for development of rehabilitation exercise living lab: Focusing on musculoskeletal, cardiovascular, and spinal cord injury groups","authors":"K. Moon, Jongbae Kim","doi":"10.5762/kais.2023.24.11.653","DOIUrl":"https://doi.org/10.5762/kais.2023.24.11.653","url":null,"abstract":"","PeriodicalId":112431,"journal":{"name":"Journal of the Korea Academia-Industrial cooperation Society","volume":"17 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139201605","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}