Pub Date : 2020-01-01DOI: 10.5392/IJOC.2020.16.4.016
Junglok Yu, Du-seok Jin, I. Yeo, Heejun Yoon
The size of observation data in astronomy has been increasing exponentially with the advents of wide-field optical telescopes. This means the needs of changes to the way used for large-scale astronomy data analysis. The complexity of analysis tools and the lack of extensibility of computing environments, however, lead to the difficulty and inefficiency of dealing with the huge observation data. To address this problem, this paper proposes a workflow execution system for analyzing large-scale astronomy data efficiently. The proposed system is composed of two parts: 1) a workflow execution manager and its RESTful endpoints that can automate and control data analysis tasks based on workflow templates and 2) an elastic resource manager as an underlying mechanism that can dynamically add/remove virtualized computing resources (i.e., virtual machines) according to the analysis requests. To realize our workflow execution system, we implement it on a testbed using OpenStack IaaS (Infrastructure as a Service) toolkit and HTCondor workload manager. We also exhaustively perform a broad range of experiments with different resource allocation patterns, system loads, etc. to show the effectiveness of the proposed system. The results show that the resource allocation mechanism works properly according to the number of queued and running tasks, resulting in improving resource utilization, and the workflow execution manager can handle more than 1,000 concurrent requests within a second with reasonable average response times. We finally describe a case study of data reduction system as an example application of our workflow execution system.
{"title":"A Workflow Execution System for Analyzing Large-scale Astronomy Data on Virtualized Computing Environments","authors":"Junglok Yu, Du-seok Jin, I. Yeo, Heejun Yoon","doi":"10.5392/IJOC.2020.16.4.016","DOIUrl":"https://doi.org/10.5392/IJOC.2020.16.4.016","url":null,"abstract":"The size of observation data in astronomy has been increasing exponentially with the advents of wide-field optical telescopes. This means the needs of changes to the way used for large-scale astronomy data analysis. The complexity of analysis tools and the lack of extensibility of computing environments, however, lead to the difficulty and inefficiency of dealing with the huge observation data. To address this problem, this paper proposes a workflow execution system for analyzing large-scale astronomy data efficiently. The proposed system is composed of two parts: 1) a workflow execution manager and its RESTful endpoints that can automate and control data analysis tasks based on workflow templates and 2) an elastic resource manager as an underlying mechanism that can dynamically add/remove virtualized computing resources (i.e., virtual machines) according to the analysis requests. To realize our workflow execution system, we implement it on a testbed using OpenStack IaaS (Infrastructure as a Service) toolkit and HTCondor workload manager. We also exhaustively perform a broad range of experiments with different resource allocation patterns, system loads, etc. to show the effectiveness of the proposed system. The results show that the resource allocation mechanism works properly according to the number of queued and running tasks, resulting in improving resource utilization, and the workflow execution manager can handle more than 1,000 concurrent requests within a second with reasonable average response times. We finally describe a case study of data reduction system as an example application of our workflow execution system.","PeriodicalId":31343,"journal":{"name":"International Journal of Contents","volume":"16 1","pages":"16-25"},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70629038","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}
Pub Date : 2020-01-01DOI: 10.5392/IJOC.2020.16.2.019
S. Magar, Suk, Haejung
In the era of noble technology, virtual reality (VR) has been adopted in various fields, with the advantages of VR in education being confirmed through numerous studies. In skill development training education, humans or equipment that interact with the trainee are crucial and currently VR is more preferred. In this study, six projects were selected and reviewed in-depth visualizing the use of VR in training and its potential. Comparison between the learning actions of training in the virtual and real environments were conducted. Training through VR is location-dependent, time-dependent, safe, and reversible. VR application is also determined by the preps and feedback-providing functionality which must be emphasized. All the advantages of VR in skill development training make it an opportunity provider. This article can be used by those developing VR projects for skill development training.
{"title":"The Advantages of Virtual Reality in Skill Development Training Based on Project Comparison (2009-2018)","authors":"S. Magar, Suk, Haejung","doi":"10.5392/IJOC.2020.16.2.019","DOIUrl":"https://doi.org/10.5392/IJOC.2020.16.2.019","url":null,"abstract":"In the era of noble technology, virtual reality (VR) has been adopted in various fields, with the advantages of VR in education being confirmed through numerous studies. In skill development training education, humans or equipment that interact with the trainee are crucial and currently VR is more preferred. In this study, six projects were selected and reviewed in-depth visualizing the use of VR in training and its potential. Comparison between the learning actions of training in the virtual and real environments were conducted. Training through VR is location-dependent, time-dependent, safe, and reversible. VR application is also determined by the preps and feedback-providing functionality which must be emphasized. All the advantages of VR in skill development training make it an opportunity provider. This article can be used by those developing VR projects for skill development training.","PeriodicalId":31343,"journal":{"name":"International Journal of Contents","volume":"16 1","pages":"19-29"},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70628300","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}
Pub Date : 2020-01-01DOI: 10.5392/IJOC.2020.16.2.102
Lee Sangbok, Yoon Yongsu, Kim Sung-chul
The purpose of this study was to estimate and analyze the potential radiation dose that the future visitors and the cleaning staff will be exposed to when the KRR-1 reactor is converted into a memorial hall. The radiation doses were estimated using the RESRAD-BUILD software, where case, building, receptor, shielding, and source parameters were applied as the input data. Also, the basic data for the assessment of the radiation doses were determined in an indirect manner using the data on the waste generated during the decommissioning process of the reactor. The assessment results indicate that the potential radiation dose to the visitors and the cleaning staff will be less than 1 mSv, the annual dose limit for the general public. However, if anyone for a significant period of time is close to the reactor, the overall dose will increase. The radiation dose for the future visitors and the cleaning staff was determined to be lower than the annual dose limit for the general public. Given such a risk, systematic measures, such as periodic monitoring or limiting hours, are imperative.
{"title":"Using RESRAD-BUILD for Potential Radiation Dose Estimation the Korea Research Reactor-1 When It Opens to the Public as a Memorial Hall","authors":"Lee Sangbok, Yoon Yongsu, Kim Sung-chul","doi":"10.5392/IJOC.2020.16.2.102","DOIUrl":"https://doi.org/10.5392/IJOC.2020.16.2.102","url":null,"abstract":"The purpose of this study was to estimate and analyze the potential radiation dose that the future visitors and the cleaning staff will be exposed to when the KRR-1 reactor is converted into a memorial hall. The radiation doses were estimated using the RESRAD-BUILD software, where case, building, receptor, shielding, and source parameters were applied as the input data. Also, the basic data for the assessment of the radiation doses were determined in an indirect manner using the data on the waste generated during the decommissioning process of the reactor. The assessment results indicate that the potential radiation dose to the visitors and the cleaning staff will be less than 1 mSv, the annual dose limit for the general public. However, if anyone for a significant period of time is close to the reactor, the overall dose will increase. The radiation dose for the future visitors and the cleaning staff was determined to be lower than the annual dose limit for the general public. Given such a risk, systematic measures, such as periodic monitoring or limiting hours, are imperative.","PeriodicalId":31343,"journal":{"name":"International Journal of Contents","volume":"16 1","pages":"102-108"},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70628590","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}
Pub Date : 2020-01-01DOI: 10.5392/IJOC.2020.16.4.050
You-Jin Lee, Kyung-Whan Cha
This study investigated whether writing weekly listening logs could influence college English learners’ metacognitive awareness and listening proficiency. In addition, the Metacognitive Awareness Listening Questionnaire (MALQ) was applied to examine the learners’ knowledge of their listening process. It is process-oriented research conducted by analyzing the MALQ and students’ listening logs as to how their metacognitive awareness and listening proficiency have changed during the semester. Eighty-nine students who took an English listening practice course at a university participated in this study. The research findings are as follows. First, it turned out that there was a significant relationship between EFL university students’ listening comprehension and some subscales of metacognitive awareness. Second, the students had an opportunity to reflect on learning through regular listening activities, and weekly listening logs, which included important information about listening process and practice. Third, as the students' listening proficiency increased at the end of the semester, it was found that introducing listening logs along with classroom lessons helped the students improve their listening ability. Finally, the high proficiency group students used multiple strategies simultaneously, regardless of the type of listening strategies, while the low proficiency group students used one or two limited listening strategies. However, the low proficiency group students may have had trouble expressing their ideas in English or recognizing the listening strategies they used, not because they did not use a lot of listening strategies. Therefore, teachers should regularly check if students are following their instructions and help them use appropriate strategies for better understanding.
{"title":"Writing Listening Logs and Its Effect on Improving L2 Students' Metacognitive Awareness and Listening Proficiency","authors":"You-Jin Lee, Kyung-Whan Cha","doi":"10.5392/IJOC.2020.16.4.050","DOIUrl":"https://doi.org/10.5392/IJOC.2020.16.4.050","url":null,"abstract":"This study investigated whether writing weekly listening logs could influence college English learners’ metacognitive awareness and listening proficiency. In addition, the Metacognitive Awareness Listening Questionnaire (MALQ) was applied to examine the learners’ knowledge of their listening process. It is process-oriented research conducted by analyzing the MALQ and students’ listening logs as to how their metacognitive awareness and listening proficiency have changed during the semester. Eighty-nine students who took an English listening practice course at a university participated in this study. The research findings are as follows. First, it turned out that there was a significant relationship between EFL university students’ listening comprehension and some subscales of metacognitive awareness. Second, the students had an opportunity to reflect on learning through regular listening activities, and weekly listening logs, which included important information about listening process and practice. Third, as the students' listening proficiency increased at the end of the semester, it was found that introducing listening logs along with classroom lessons helped the students improve their listening ability. Finally, the high proficiency group students used multiple strategies simultaneously, regardless of the type of listening strategies, while the low proficiency group students used one or two limited listening strategies. However, the low proficiency group students may have had trouble expressing their ideas in English or recognizing the listening strategies they used, not because they did not use a lot of listening strategies. Therefore, teachers should regularly check if students are following their instructions and help them use appropriate strategies for better understanding.","PeriodicalId":31343,"journal":{"name":"International Journal of Contents","volume":"16 1","pages":"50-67"},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70629310","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}
Pub Date : 2020-01-01DOI: 10.5392/IJOC.2020.16.2.051
Jang Ahnlee
{"title":"Extending the Theory of Intercultural Public Relations: Influence of Power in the Intersection of Cultural Identity, Social Capital and Social Control for Korean American professionals","authors":"Jang Ahnlee","doi":"10.5392/IJOC.2020.16.2.051","DOIUrl":"https://doi.org/10.5392/IJOC.2020.16.2.051","url":null,"abstract":"","PeriodicalId":31343,"journal":{"name":"International Journal of Contents","volume":"16 1","pages":"51-64"},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70628173","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}
Pub Date : 2020-01-01DOI: 10.5392/IJOC.2020.16.2.030
Dong-Seon Kim, Mo SeonHee
This study performed GIS and statistical analyses on the location and spatial characteristics of the slum in Daejeon. Spatial data of 648 slum residents in Daejeon were collected and 131 residents among them were surveyed. The results showed the trends of higher rent, lower social exclusion and closer neighboring relations in slum center than the surrounding areas, which could be interpreted as the interrelated multilateral effects of the micro(housing), meso(relations), exo(community) and macro(government policy) systems. The strong bonds among neighbors and various supports from social service facilities elevated the slum area’s rent and diminished residents’ social exclusion more than housing conditions (for instance, poor hygiene and low safety). Slum tenants willingly paid a premium for their substandard housings and refused moving to governmentally provided modern housing units. In urban development, administrative authorities need to be cautious about slum uprooting. Much rather an alternative renewal approach is needed which protects the slum’s intimate relations while improving its overall living standards.
{"title":"GIS-Based Research on Location and Spatial Characteristics of the Slum in Daejeon","authors":"Dong-Seon Kim, Mo SeonHee","doi":"10.5392/IJOC.2020.16.2.030","DOIUrl":"https://doi.org/10.5392/IJOC.2020.16.2.030","url":null,"abstract":"This study performed GIS and statistical analyses on the location and spatial characteristics of the slum in Daejeon. Spatial data of 648 slum residents in Daejeon were collected and 131 residents among them were surveyed. The results showed the trends of higher rent, lower social exclusion and closer neighboring relations in slum center than the surrounding areas, which could be interpreted as the interrelated multilateral effects of the micro(housing), meso(relations), exo(community) and macro(government policy) systems. The strong bonds among neighbors and various supports from social service facilities elevated the slum area’s rent and diminished residents’ social exclusion more than housing conditions (for instance, poor hygiene and low safety). Slum tenants willingly paid a premium for their substandard housings and refused moving to governmentally provided modern housing units. In urban development, administrative authorities need to be cautious about slum uprooting. Much rather an alternative renewal approach is needed which protects the slum’s intimate relations while improving its overall living standards.","PeriodicalId":31343,"journal":{"name":"International Journal of Contents","volume":"16 1","pages":"30-40"},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70627932","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}
Pub Date : 2020-01-01DOI: 10.5392/IJOC.2020.16.2.001
Yu Renyou, Qiangqiang
Since 2014, the wave of "Mass entrepreneurship and innovation" has been set off in China, and various innovation and entrepreneurship communities have emerged and become gathering places for entrepreneurs. The purpose of this study is to consider the needs of entrepreneurs and combine the characteristics of entrepreneurial space to put forward effective environmental design and improvement strategies for the smart entrepreneurship community. This study was conducted through a literature review, online information survey, and field survey, and the research objects included high-quality entrepreneurs(refers to entrepreneurs with higher education background and certain technical advantages, mainly including master's degree and doctor, overseas returnees and university professors) and various entrepreneurial communities at home and abroad,(it includes cultural entrepreneurship community, science and technology entrepreneurship community, residential and office integration entrepreneurship community).
{"title":"Research on the Environment Design of Smart Entrepreneurship Community Based on the Needs of Entrepreneurs","authors":"Yu Renyou, Qiangqiang","doi":"10.5392/IJOC.2020.16.2.001","DOIUrl":"https://doi.org/10.5392/IJOC.2020.16.2.001","url":null,"abstract":"Since 2014, the wave of \"Mass entrepreneurship and innovation\" has been set off in China, and various innovation and entrepreneurship communities have emerged and become gathering places for entrepreneurs. The purpose of this study is to consider the needs of entrepreneurs and combine the characteristics of entrepreneurial space to put forward effective environmental design and improvement strategies for the smart entrepreneurship community. This study was conducted through a literature review, online information survey, and field survey, and the research objects included high-quality entrepreneurs(refers to entrepreneurs with higher education background and certain technical advantages, mainly including master's degree and doctor, overseas returnees and university professors) and various entrepreneurial communities at home and abroad,(it includes cultural entrepreneurship community, science and technology entrepreneurship community, residential and office integration entrepreneurship community).","PeriodicalId":31343,"journal":{"name":"International Journal of Contents","volume":"16 1","pages":"1-7"},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70627992","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}
Pub Date : 2020-01-01DOI: 10.5392/IJOC.2020.16.4.078
Namhyun Um
VR technology has become a game changer in the game industry. VR game market has increased exponentially worldwide. The current study is designed to examine effects of VR game players’ gender (male vs. female), types of VR games (solo game vs. multiplayer game), and the level of perceived virtual presence (low virtual presence vs. high virtual presence) on enjoyment and intention to replay. Study findings suggest that male players, after playing VR games, showed higher enjoyment and intention to replay VR games. In terms of types of VR games, multiplayer VR games lead to higher enjoyment intention to replay than solo play games. Finally, this study found that the high level of perceived virtual presence incur higher enjoyment and intention to replay than the low level of perceived virtual presence in playing VR games. Practical implications were discussed in the last section of this paper.
{"title":"Do Gender, Types of VR Game, & Virtual Presence Matter in VR Games?","authors":"Namhyun Um","doi":"10.5392/IJOC.2020.16.4.078","DOIUrl":"https://doi.org/10.5392/IJOC.2020.16.4.078","url":null,"abstract":"VR technology has become a game changer in the game industry. VR game market has increased exponentially worldwide. The current study is designed to examine effects of VR game players’ gender (male vs. female), types of VR games (solo game vs. multiplayer game), and the level of perceived virtual presence (low virtual presence vs. high virtual presence) on enjoyment and intention to replay. Study findings suggest that male players, after playing VR games, showed higher enjoyment and intention to replay VR games. In terms of types of VR games, multiplayer VR games lead to higher enjoyment intention to replay than solo play games. Finally, this study found that the high level of perceived virtual presence incur higher enjoyment and intention to replay than the low level of perceived virtual presence in playing VR games. Practical implications were discussed in the last section of this paper.","PeriodicalId":31343,"journal":{"name":"International Journal of Contents","volume":"16 1","pages":"78-83"},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70628958","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}
Pub Date : 2020-01-01DOI: 10.5392/IJOC.2020.16.4.001
Min-jae Kim, Byeng-Hee Chang
This study examined the impact of chatbot service quality (process quality, outcome quality, and servicescape quality) on user satisfaction and reliability by identifying the relationships between user satisfaction, reliability, immersion, and the paths of three variables influencing reuse intention. The survey was conducted of Korean users in their teens and 70s who had experience using chatbot services. A total of 218 convenience samples were extracted and the data analyzed. By the IS success and SERVQUAL model, the results of structural equation modeling revealed that the chatbot service quality did not affect user satisfaction and reliability. However, user satisfaction and reliability of the chatbot services were shown to lead to reuse intention, and user satisfaction was shown to affect immersion and immersion in reliability. The results showed that satisfaction, reliability, and immersion in the chatbot services were important factors in the chatbot reuse intention. Through the satisfaction and reliability gained through the service, the users wanted to reuse the chatbot services, especially the chatbot services that gained reliability, which will have a greater impact on reuse intention. We can use these results as marketing information to attract loyal customers by identifying the reuse intention of the chatbot service users.
{"title":"The Effect of Service Quality on the Reuse Intention of a Chatbot: Focusing on User Satisfaction, Reliability, and Immersion","authors":"Min-jae Kim, Byeng-Hee Chang","doi":"10.5392/IJOC.2020.16.4.001","DOIUrl":"https://doi.org/10.5392/IJOC.2020.16.4.001","url":null,"abstract":"This study examined the impact of chatbot service quality (process quality, outcome quality, and servicescape quality) on user satisfaction and reliability by identifying the relationships between user satisfaction, reliability, immersion, and the paths of three variables influencing reuse intention. The survey was conducted of Korean users in their teens and 70s who had experience using chatbot services. A total of 218 convenience samples were extracted and the data analyzed. By the IS success and SERVQUAL model, the results of structural equation modeling revealed that the chatbot service quality did not affect user satisfaction and reliability. However, user satisfaction and reliability of the chatbot services were shown to lead to reuse intention, and user satisfaction was shown to affect immersion and immersion in reliability. The results showed that satisfaction, reliability, and immersion in the chatbot services were important factors in the chatbot reuse intention. Through the satisfaction and reliability gained through the service, the users wanted to reuse the chatbot services, especially the chatbot services that gained reliability, which will have a greater impact on reuse intention. We can use these results as marketing information to attract loyal customers by identifying the reuse intention of the chatbot service users.","PeriodicalId":31343,"journal":{"name":"International Journal of Contents","volume":"16 1","pages":"1-15"},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70629282","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}
Pub Date : 2020-01-01DOI: 10.5392/IJOC.2020.16.4.026
Jaewook Yoo
Determining the optimal levels of the technical attributes (TAs) of a product to achieve a high level of customer satisfaction is the main activity in the planning process for quality function deployment (QFD). In real applications, the number of customer requirements for developing a single product is quite large, and the number of converted TAs is also high so the size of the house of quality (HoQ) becomes huge. Furthermore, the TA levels are often discrete instead of continuous and the product market can be divided into several market segments corresponding to the number of HoQ, which also unacceptably increases the size of the QFD optimization problem and the time spent on making decisions. This paper proposed a genetic algorithm (GA) solution approach to finding the optimum set of TAs in QFD in the above situation. A numerical example is provided for illustrating the proposed approach. To assess the computational performance of the GA, tests were performed on problems of various sizes using a fractional factorial design.
{"title":"A Genetic Algorithm for Solving a QFD(Quality Function Deployment) Optimization Problem","authors":"Jaewook Yoo","doi":"10.5392/IJOC.2020.16.4.026","DOIUrl":"https://doi.org/10.5392/IJOC.2020.16.4.026","url":null,"abstract":"Determining the optimal levels of the technical attributes (TAs) of a product to achieve a high level of customer satisfaction is the main activity in the planning process for quality function deployment (QFD). In real applications, the number of customer requirements for developing a single product is quite large, and the number of converted TAs is also high so the size of the house of quality (HoQ) becomes huge. Furthermore, the TA levels are often discrete instead of continuous and the product market can be divided into several market segments corresponding to the number of HoQ, which also unacceptably increases the size of the QFD optimization problem and the time spent on making decisions. This paper proposed a genetic algorithm (GA) solution approach to finding the optimum set of TAs in QFD in the above situation. A numerical example is provided for illustrating the proposed approach. To assess the computational performance of the GA, tests were performed on problems of various sizes using a fractional factorial design.","PeriodicalId":31343,"journal":{"name":"International Journal of Contents","volume":"16 1","pages":"26-38"},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70629186","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}
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