• Title/Summary/Keyword: modeling, modeling and analysis

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How do people verify identity in the Metaverse: Through exploring the user's avatar (메타버스 내 아바타 정체성 확인에 영향을 미치는 요인에 관한 연구)

  • Kihyun Kim;Seongwon Lee;Kil-Soo Suh
    • Journal of Intelligence and Information Systems
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    • v.29 no.2
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    • pp.189-217
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    • 2023
  • The metaverse is a virtual world where individuals engage in social, economic, and cultural activities using avatars, which represent an alternate version of oneself within the virtual realm. While the metaverse has garnered global attention recently, research exploring the identity manifested through avatars within the metaverse remains limited. This study investigates the influence of four IT artifact characteristics related to avatar usage in the metaverse-avatar representation, avatar copresence, avatar profiling, and avatar-space interaction-on perceived avatar identity verification. A survey was conducted with 196 experienced users of the Zepeto platform, and hypotheses were tested using structural equation modeling. The analysis results indicate that the use of IT artifacts enabling avatar representation, avatar copresence, and avatar-space interaction has a positive impact on perceived avatar identity verification. This achieved self-verification indirectly influences the satisfaction and subsequent intention to continue using the metaverse. This study contributes to the academic field by empirically verifying the metaverse technological factors that influence the projected identity onto avatars within the metaverse. Furthermore, it is expected to provide effective guidelines for metaverse platform companies in designing and implementing the metaverse.

Longitudinal Dynamic Relationships of Delinquent Peers and Delinquency Trajectories (비행또래집단과 청소년비행 간의 종단적인 역동적 관계)

  • Chung, Ick-Joong;Lee, Eun-Ju
    • Korean Journal of Social Welfare Studies
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    • v.41 no.1
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    • pp.119-144
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    • 2010
  • This study advances the knowledge of developmental patterns in affiliation with delinquent peers and delinquency during adolescence; data were obtained from waves 1-5 (2003-2007) of the Korea Youth Panel Survey. Semi-parametric group-based modeling (SGM) identified 3 affiliative trajectories of delinquent peers from age 13 to 16: rarely or never, persistently affiliative, and declining groups; and five developmental trajectories of delinquency: non-offending, late onset, low-level continuous, desisting, and chronic groups. A joint trajectory analysis predicted the membership of delinquency trajectories conditional on delinquent peer trajectories. Persistently affiliative group was more likely than others to follow chronic trajectory of delinquency; the rarely or never affiliative group was more likely to be non-offending. This study may help reconcile different theoretical models such as influence, selection, and enhancement models with respect to the role of delinquent peers in delinquency. The distinct theoretical models are equally valid, albeit each model pertains to a specific aspect of longitudinal patterns of affiliation with delinquent peers. Implications of this study for youth welfare were discussed to reduce increased risks for both affiliation with delinquent peers and delinquency.

Effect of the Impeller Rotation Speed and Inert Gas Flow Rate on Degassing Rate in the A356 Aluminum Melt (임펠러 회전속도와 불활성 가스 유량이 A356 알루미늄 용탕의 탈가스 속도에 미치는 영향)

  • Hyeok-In Kwon;Hoe-Gyung Jeong;Seong-Il Jeong;Ji-Woo Park;Min-Su Kim
    • Journal of Korea Foundry Society
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    • v.43 no.6
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    • pp.271-278
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    • 2023
  • In the present study, A356 melt degassing experiments were conducted under various impeller rotation speed and inert gas flow rate conditions to determine changes in the melt temperature, composition and density during a degassing treatment. The melt temperature was found to decrease gradually as the degassing time increased, but a clear correlation between the impeller rotation speed or inert gas flow rate and the melt heat loss could not be confirmed. Regardless of the impeller rotation speed or inert gas flow rate, the Mg and Ti contents in the A356 melt scarcely changed, even after degassing for more than 10 minutes, while Sr contents decreased at the maximum degassing rate of 70 ppm. From a quantitative analysis of the degassing rate under each experimental condition based on the hydrogen concentration in the melt derived from the melt density and the degassing model equation, the inert gas flow rate was found to affect the degassing rate rather than the impeller rotation speed under the degassing operation condition employed in the present study.

Analysis on the Viewing Intention of Mobile Personal Broadcasting by using Hedonic-Motivation System Adoption Model (모바일 개인방송 시청 요인 분석: HMSAM 모델을 중심으로)

  • Jae-Wan Lim;Byung-Ho Park
    • Information Systems Review
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    • v.18 no.4
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    • pp.89-106
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    • 2016
  • The latest movement in live video streaming service is mobile personal broadcasting (MPB), which refers to consumers accessing the service through social media with mobile devices, such as smartphones and tablet PCs. This service is possible through the advancements in mobile video technology and platforms. Features such as enhanced user interaction, personalization, and real-time broadcasting, combined with a greater variety of content, have led to the development of MPB. The increase in MPB users calls for research, including that on the hedonic motivational angle. This study aims to assess MPB users' intrinsic motives through the hedonic-motivation system adoption model (HMSAM) using seven factors: joy, temporal dissociation, escapism, focused immersion, perceived ease of use, perceived usefulness and intention to watch. Survey data collected from 154 samples were analyzed with statistical techniques, such as structural equation modeling. Results showed that time dissociation, escapism, and perceived ease of use have a positive relationship with heightened enjoyment. Joy significantly affects focused immersion and intention to watch. Escapism also had a statistically significant influence on focused immersion. This study contributes to the advancement of the MPB study under the HMSAM theoretical framework and offers practical suggestions to managers to enhance MPB content viewership.

Research on Supplier's Absorptive Capacity, Knowledge Creation, Intellectual Capital and Competitive Advantage (공급업체의 흡수능력, 지식창출, 지적자본 및 경쟁우위에 관한 연구)

  • Si-Chao Wang;Yan-Nan Li
    • Journal of Digital Convergence
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    • v.21 no.3
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    • pp.1-14
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    • 2023
  • This raises the question of how competitive advantage can be created, prompting firms to enhance their capacity for change. In this context, the role of knowledge creation becomes increasingly vital. This research aims to explore the role of intellectual capital and how to improve knowledge cration ability through absorptive capacity framework. It examines the links among knowledge acquisition, learning of new knowledge, knowledge creation, intellectual capital, and competitive advantage, drawing from both internal and external sources. The study focuses on small and medium-sized supplier firms in Korea, with data collected from 15 industries, totaling 106 responses. The research model employs structural equation modeling (SEM) and utilizes AMOS 22 for analysis. As anticipated, all hypotheses were supported. The study provides robust evidence that absorptive capacity is a pivotal factor in cultivating suppliers' competitive advantage. Furthermore, it posits that intellectual capital should be viewed as a criucial component of suppliers' knowledge stock, significantly enhancing the impact of absorptive capacity on their competitive edge. Future studies should aim to validate the research model in different international settings or across multinational corporations to enhance its generalizabulity.

The Effects of Task Difficulty and Perceived Colleague Support on Work Grit and Career Identity (과업난이도와 동료지원인식이 업무그릿과 경력정체성에 미치는 영향)

  • Jiyoung Kim;Minyoung Lee
    • Journal of Practical Engineering Education
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    • v.16 no.4
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    • pp.541-551
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    • 2024
  • Individual career development is getting more important in modern society. In this study, we investigated the effects of task difficulty and perceived colleague support to work grit and career identity, which are the most fundamental aspects of career development. To achieve the research goal, a total of 544 complete responses from the employees in South Korea were used for data analysis. The data was analyzed using structural equation modeling. The research results are as follows. First, task difficulty positively affect work grit. Second, perceived colleague support was found to have a statistically significant effect on work grit. Third, the path from task difficulty to career identity was not statistically significant. Fourth, perceived colleague support was shown to have a statistically significant effect on career identity. Fifth, work grit was found to have a statistically significant effect on career identity. Sixth, work grit was found to mediate the relationship between task difficulty, perceived colleague support, and career identity. These findings suggest that work grit plays a crucial mediating role in the impact of task difficulty and perceived colleague support on career identity. This underscores the need for continued in-depth exploration of work grit. Based on these research results, discussions and suggestions are presented.

An approach to capture travelers' choice behaviour in response to unexperienced transportation modes: A case study of Personal Rapid Transit (미경험 교통수단에 대한 이용자 선택행태 분석: Personal Rapid Transit 사례를 중심으로)

  • Yu, Jeong-Whon;Shin, Seung-Kwon;Choi, Jung-Yoon
    • Proceedings of the KSR Conference
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    • 2011.10a
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    • pp.1730-1738
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    • 2011
  • Personal Rapid Transit (PRT) has emerged as a promising alternative transportation mode for transit-oriented sustainable communities by creating compact and walkable environments with competitive construction and operational costs. This study seeks to capture the changes in travel mode choice behavior in response to the introduction of PRT to travelers who have no previous experience of using it. A critical issue in modeling the PRT mode choice is how to capture travelers' perception and evaluation of the unexperienced travel mode. The data used come from questionnaire surveys, in which RP (Revealed Preference) and SP (Stated Preference) data were collected in relation to travel mode choices with and without PRT systems. The questionnaire was designed especially for mitigating the potential bias in favor of or against choosing PRT. In addition, an efficient approach was proposed to reduce the number of SP questions by avoiding the complex fractional factorial design which tends to make it difficult for respondents to keep their attention throughout the survey. The analysis results show that the proposed approach is able to realistically capture the effects of explanatory variables on the travel mode choice. Discrete choice models are developed to predict travelers' mode choices under different choice scenarios by varying PRT system specifications and operational characteristics. PRT patronages are projected for two different test sites using the developed PRT mode choice models.

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Development of intranet-based Program Management Information System of multi-complex project with application of BIM (BIM을 활용한 다중복합 프로젝트의 인트라넷 기반 통합사업관리체계 구축 방안)

  • Song, Il-Bab;Hur, Young-Ran;Seo, Jong-Won
    • Journal of KIBIM
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    • v.2 no.1
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    • pp.27-39
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    • 2012
  • Public construction projects need complex and multi-functional management skill, since the most of public construction projects are comprised of multi-project and mega-projects. In order to effectively manage construction projects, PMIS is widely used. However the majority of the current PMIS have been developed as a single project-oriented business management system. Thus compatibility problems are encountered during the process of integrating the entire systems to manage the multi-complex projects. In addition, the form of orders applying BIM are increased recently, but the research and development of BIM based PMIS are still lacking. In this study, therefore, the functions of PMIS main objectives based on the analysis of PMIS As-Is and To-Be of PMIS, the dual management system utilizing Internet and Intranet will be proposed to integrate the individual PMIS with Integrated Program Management System. Rather than combining commercial BIM tool and PMIS directly, which is the common method of failure, the sequential process model to adopt BIM based PMIS is also explained. Step-by-step development method of BIM based PMIS is suggested to prepare for the activation of BIM technology in the nearest future.

A Quantitative Analysis of Air Purification Effectiveness on Urban Forest Considering the Spatial Distribution of Pollutant Concentration (오염농도의 공간적 분포를 고려한 도시림의 대기정화기능 계량화)

  • Choi, Chul-Hyun;Lee, Woo-Sung;Jung, Sung-Gwan
    • Journal of the Korean Association of Geographic Information Studies
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    • v.15 no.2
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    • pp.71-85
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    • 2012
  • The purpose of this study is to estimate air purification effectiveness considering the improvement of its methods related atmospheric environment. The air purification effectiveness is estimated in Daegu, one out of Korean Metropolitan cities because air pollution is getting serious in a heavily urbanized area. The absorption of pollutants is calculated by considering spatial heterogeneity that was not considered previous studies and the spatial resolution of air dispersion modeling is also improved by kriging method. According to the type and distribution of urban forest, total 26 kinds of plant communities were distributed with Pinus densiflora community, Pinus densiflora-Quercus mongolica community, Pinus densiflora-Quercus acutissima community and other kinds of communities in the study area. In the results of estimating the $CO_2$ absorption amount for identification of the air purification effectiveness on urban forest, the annual absorption amount was total 108,155t/yr. Also, the annual absorption amounts of $NO_2$ and $SO_2$ were total 183.5 ton and 410.2 ton respectively. The findings from this study can confirm the differences of pollutant absorption by concentration that could not identify if spatial distribution of pollutant concentration had not been considered.

Analysis of research trends in methane emissions from rice paddies in Korea

  • Choi, Eun-Jung;Lee, Jae-Han;Jeong, Hyun-Cheol;Kim, Su-Hun;Lim, Ji-Sun;Lee, Dong-Kyu;Oh, Taek-Keun
    • Korean Journal of Agricultural Science
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    • v.44 no.4
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    • pp.463-476
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    • 2017
  • Climate change is considered as the greatest threat to our future and descendants. The Korean government has set a target for 2030 to reduce emission of greenhouse gases (GHGs) by 37% from the business-as-usual levels which are projected to reach 851 million metric tons of $CO_2eq$ (Carbon dioxide equivalent). In Korea, GHGs emission from agriculture account for almost 3.1% of the total of anthropogenic GHGs. The GHGs emitted from agricultural land are largely classified into three types: carbon dioxide ($CO_2$), methane ($CH_4$), and nitrous oxide ($N_2O$). In Korea, rice paddies are one of the largest agricultural $CH_4$ sources. In order to analyze domestic research trends related to $CH_4$ emission from rice paddies, 93 academic publications including peer reviewed journals, books, working papers, reports, etc., published from 1995 to September 2017, were critically reviewed. The results were classified according to the research purposes. $CH_4$ characteristics and assessment were found to account for approximately 65.9% of the research trends, development of $CH_4$ emission factors for 9.5%, $CH_4$ emission reduction technology for 14.8%, and $CH_4$ emission modeling for 6.3%, etc. A number of research related to $CH_4$ emission characteristics and assessment have been studied in recent years, whereas further study on $CH_4$ emission factors are required to determine an accurate country-specific GHG emission from rice paddies. Future research should be directed toward both studies for reducing the release of $CH_4$ from rice paddies to the atmosphere and the understanding of the major controlling factors affecting $CH_4$ emission.