• Title/Summary/Keyword: IT Relatedness

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A patent analysis method for identifying core technologies: Data mining and multi-criteria decision making approach (핵심 기술 파악을 위한 특허 분석 방법: 데이터 마이닝 및 다기준 의사결정 접근법)

  • Kim, Chul-Hyun
    • Journal of the Korea Safety Management & Science
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    • v.16 no.1
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    • pp.213-220
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    • 2014
  • This study suggests new approach to identify core technologies through patent analysis. Specially, the approach applied data mining technique and multi-criteria decision making method to the co-classification information of registered patents. First, technological interrelationship matrices of intensity, relatedness, and cross-impact perspectives are constructed with support, lift and confidence values calculated by conducting an association rule mining on the co-classification information of patent data. Second, the analytic network process is applied to the constructed technological interrelationship matrices in order to produce the importance values of technologies from each perspective. Finally, data envelopment analysis is employed to the derived importance values in order to identify priorities of technologies, putting three perspectives together. It is expected that suggested approach could help technology planners to formulate strategy and policy for technological innovation.

A Study on the Intention of Continuous use of MOOC Applying Self-Determination Theory and Learning Flow Theory : Focused on Differences between Korean and Chinese Culture (자기결정성이론과 학습몰입이론을 적용한 MOOC 지속사용의도에 관한 연구 : 한·중 문화차이 분석)

  • Jin, Qiuxiang;Chi, Yong Duk;Gim, Gwangyong
    • Journal of Information Technology Services
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    • v.17 no.1
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    • pp.121-134
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    • 2018
  • Massive Open Online Course (MOOC) is online education that anyone can register for free and has internet access. MOOC is also called Education Revolution and is spreading rapidly all over the world. Although recent MOOC high-quality classes may enhance the value of MOOC, MOOC learning still needs much research. Since MOOC has low learning completion rate and continuous use rate, various studies on the reasons that learners give up at the beginning of learning have not been tried yet This research is studied for the continuous intention of use of MOOC applying self-determination theory and learning flow theory based on technology acceptance model. In particular, the research are conducted for cultural difference in continuous usage of MOOC between Korean and Chinese. The research results show that self-determination theory applying perceived autonomy, perceived competence, and perceived relatedness and learning flow is useful to explain continuous use of MOOC. The research also shows that Hofstede theory works well in explaining the cultural difference between Korea and China in continuous usage of MOOC. The result shows that korean is more influenced by perceived external motivation like perceived usefulness and chinese is more influenced by internal motivation like learning flow in continuous use of MOOC.

Juvenile Offenders' Experience of Music Therapy within the Framework of Self-determination: A Modified Grounded Theory Study (조건부 기소유예 판결을 받은 학교폭력 가해 청소년의 음악치료 경험에 관한 연구: 자기결정성을 중심으로)

  • Yun, Juri
    • Journal of Music and Human Behavior
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    • v.11 no.1
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    • pp.63-82
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    • 2014
  • This qualitative study investigated how a music therapy program was experienced by juvenile offenders of school violence who were under a conditional suspension of indictment. Six adolescents participated in 12 consecutive weeks of group music therapy sessions, and were interviewed individually based on open-ended questions addressing key constructs of self-determination theory, which are autonomy, competence and relatedness. Using this framework, data was deductively analyzed using a modified grounded theory. The analysis also investigated how such impact of music therapy transferred or expanded to their everyday life. The analysis revealed that the properties of autonomy included making choices of songs and instruments, deciding how to play, and expressing opinions about music. Competence was associated with developing skills on musical instruments, creating own music, concentrating on their own project, and demonstrating their abilities. Relatedness were related to collaborating, exchanging opinions, and playing a part in musical projects. In addition, it was found that they also experienced shifts in consciousness and behavior, expanded self-awareness, and mutual exchange and group support. Lastly, it was revealed that the positive emotional and behavioral changes they experienced in music also appeared in their school life.

Factors Influencing the Intention of Knowledge Sharing in Public Libraries: Based on Self-determination Theory (공공도서관 지식교류의도 영향 요인에 관한 연구 - 자기결정성 이론을 기반으로 -)

  • Kim, Youngeun;Park, Ji-Hong
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.32 no.1
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    • pp.247-265
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    • 2021
  • Recently, public libraries have increased in quantity, while various problems have arisen regarding the operation of public libraries, such as lack of librarian manpower and facilities. Additionally, an increase in the number of public libraries does not correlate to an increase in the utilization of public libraries, and thus developing various services is needed to maintain the continued use of public libraries. This study examined which types of use motivations affect the intention of knowledge exchange in public libraries when using public libraries based on the self-determination theory. It also looked at how the use motivations and the intention of knowledge exchange vary depending on the frequency of public library use. According to an online survey of 230 users of public libraries, extrinsic motivation, intrinsic motivation, autonomy, competence, and relatedness as independent variables had a positive impact on the level of knowledge exchange. In addition, the higher the frequency of public library use, the higher the needs for autonomy and relatedness were. Based on the results, it was suggested that the knowledge exchange needs to be established as a new service of public libraries by offsetting extrinsic motivation that emerged from by negative influences and promoting intrinsic motivation, autonomy and competence.

Studies on Pesticide Residues in Ostrici Radix (한국산 강활(羌活)의 잔류농약에 대한 연구)

  • Na, Seung-Young;Kim, Hong-Jun;Choi, Go-Ya;Jeong, Seung-Il;Ju, Young-Sung;Oh, Seo-Jin
    • The Korea Journal of Herbology
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    • v.21 no.4
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    • pp.37-41
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    • 2006
  • Objectives : This study has been conducted to investigate the amount of residual pesticide in herbal medicine of Osterici Radix which are purchased on Kwangju(Hanyaksarang). Methods : In order to analyze many pesticides in Osterici Radix, simultaneous multi-residue analysis of pesticides by GC-ECD/NFD was used. Results : But the amount of residual pesticide in Osterici Radix, simultaneous multi-residue analysis of pesticides by GC-ECD/NFD was used. Conclusion : These results indicate that Osterici Radix in current has safety. In future, it is considered the results of this study will be furnished the basis to succeeding studies and it is needed to extensive comparative study for the same genus-degree of relatedness.

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An Empirical Analysis of Post-Merger Risk Following the M&As of IT Firms (IT 기업의 인수합병 이후 수익율 변동성에 대한 실증 분석)

  • Young Bong Chang;YoungOk Kwon
    • Information Systems Review
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    • v.19 no.4
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    • pp.171-182
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    • 2017
  • Although economic growth has been retarded since the global economic crisis over recent decades, a large number of firms consider mergers and acquisitions (M and A) as a strategy to survive in a highly competitive market. In particular, an increasing number of firms pursue M and A with IT firms in recent years. In this study, we analyze the post-merger risks measured as ROA volatility for acquiring firms when they seek to acquire an IT firm. Our analysis suggests that a firm with prior experience in M and A acquires IT firms aggressively. Moreover, a substantial number of IT firms are relatively small and unlisted when they are acquired. We also show that an acquiring firm's post-merger risk (i.e., ROA volatility) increases after its acquisition of IT firms. However, an increase in post-merger risk is alleviated when relatedness exists between an acquiring firm and target.

Examination of Influences of Elementary Schoolers' Basic Psychological Needs in Physical Education Classes on School Happiness and Physical Lifestyles (초등학생의 체육수업 기본심리욕구가 학교행복감과 신체적 라이프스타일에 미치는 영향)

  • Kang, Hyoung-Kil;Cho, Jin-Ho
    • The Journal of the Korea Contents Association
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    • v.18 no.10
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    • pp.584-595
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    • 2018
  • The purpose of this study is to examine how basic psychological needs of elementary school physical education classes influence school happiness and physically active lifestyles. Questionnaires were distributed to 300 elementary schoolers in five elementary schools in I city. After excluding 22 incomplete questionnaires, a total of 278 questionnaires were used for data analysis. For data analysis, descriptive analysis, exploratory factor analysis, correlation analysis, and multiple regression analysis were used. Correlation analysis revealed that the competence and relatedness of basic psychological needs are positively correlated with all the subsets of school happiness and moderate-vigorous physical activity. Multiple regression showed that the competence of basic psychological needs positively predicted self-respect and relationships with teachers of school happiness and also predicted moderate-vigorous physical activity. Multiple regression also showed that the relatedness of basic psychological needs positively predicted all the subsets of school happiness. The findings indicate the importance of basic psychological needs in physical education classes on school happiness and physically active lifestyles. Thorough this research, it is hoped that the values of physical education classes in elementary schools increase.

Analysis of External Representations in Matter Units of 7th Grade Science Textbooks Developed Under the 2015 Revised National Curriculum (2015 개정 교육과정에 따른 7학년 과학교과서 물질 영역에 제시된 외적 표상의 분석)

  • Yoon, Heojeong
    • Journal of The Korean Association For Science Education
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    • v.40 no.1
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    • pp.61-75
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    • 2020
  • In this study, external representation presented in two units, 'Property of Gas' and 'Changes of States of Matter,' in seventh grade of 2015 revised science curriculum, were analyzed to suggest educational implications. External representations presented in five science textbooks were analyzed according to the six criteria, which were 'type of representation,' 'interpretation of surface features,' 'relatedness to text,' 'existence and properties of a caption,' 'degree of correlation between representations comprising a multiple one,' and 'function of representation.' The characteristics of typical representations related to each achievement standard of two units were also analyzed. The results were as follows: The macro representations for 'type of representation', and explicit representations for 'interpretation of surface features' showed highest frequency. For 'relatedness to text' criteria, 'completely related and linked' and 'completely related and unlinked' representations showed the highest frequency. It means that most representations were properly related with the text. There were appropriate captions for most representations. The degree of correlation between representations comprising a multiple one was largely sufficiently linked with regards to the criteria 'degree of correlation between representations comprising a multiple one'. The complete representations for 'function of representation' showed the highest frequency in the aggregate, however incomplete representations showed more frequencies in the inquiry parts. The typical representations for each achievement standard differed in terms of the type, contained information, used symbols and so on. The educational implications with the use of representations presented in seventh grade textbook were discussed.

Analysis on the Relationship of MOT and NPD Performance -Medium-Sized Manufacturing Firms- (기술경영과 신제품개발 성과와의 관계분석 -중규모 제조기업을 중심으로-)

  • Park, Chul Min
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.7 no.4
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    • pp.159-168
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    • 2012
  • The purpose of this study is to analyze the relationship of MOT and NPD performance in medium-sized manufacturing firms. To accomplish the purpose of the study, working hypotheses were established based on the literatures about the impacts of MOT factors on the NPD performance. The sample of this study is as follows : 12 electrical and electronics companies, 18 machine and engineering companies, 16 parts and materials companies. In order to verify hypotheses, the data were collected from team leader and manager of research center, R&D, and production department of these companies and the leader of R&D project team who all had experience in project or were participating in it in latest 3 years. The results of study were summarized as follows : First, in analysis on the reality of MOT factors in sample firms, will of top management level on the MOT was comparatively high but relatedness of business strategy and technology strategy, open R&D system, systematic time scheduling, management of R&D manpower, and developing and adapting PLM system were common level. Second, to improve NPD performance in medium-sized manufacturing firms, will of top management level on the MOT, relatedness of business strategy and technology strategy, open R&D system, systematic time scheduling, management of R&D manpower, and developing and adapting PLM system were intensively required.

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Genetic diversity and population structure of indigenous chicken of Bangladesh using microsatellite markers

  • Rashid, Muhammad Abdur;Manjula, Prabuddha;Faruque, Shakila;Bhuiyan, A.K. Fazlul Haque;Seo, Dongwon;Alam, Jahangir;Lee, Jun Heon;Bhuiyan, Mohammad Shamsul Alam
    • Asian-Australasian Journal of Animal Sciences
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    • v.33 no.11
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    • pp.1732-1740
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    • 2020
  • Objective: The objectives of this study were to investigate the genetic diversity, population structure and relatedness among the five chicken populations of Bangladesh using microsatellite markers. Methods: A total of 161 individuals representing 5 chicken populations (non-descript Deshi [ND], naked neck [NN], hilly [HI], Aseel [AS], and red jungle fowl [JF]) were included in this study to investigate genetic diversity measures, population structure, genetic distance and phylogenetic relationships. Genotyping was performed using 16 selected polymorphic microsatellite markers distributed across 10 chromosomes. Results: The average observed and expected heterozygosity, mean number of alleles and polymorphic information content were found to be 0.67±0.01, 0.70±0.01, 10.7 and 0.748, respectively in the studied populations. The estimated overall fixation index across the loci (F), heterozygote deficiency within (FIS) and among (FIT) chicken populations were 0.04±0.02, 0.05 and 0.16, respectively. Analysis of molecular variance analysis revealed 88.07% of the total genetic diversity was accounted for within population variation and the rest 11.93% was incurred with population differentiation (FST). The highest pairwise genetic distance (0.154) was found between ND and AS while the lowest distance was between JF and AS (0.084). Structure analysis depicted that the studied samples can be categorized into four distinct types or varieties (ΔK = 3.74) such as ND, NN, and HI where AS and JF clustered together as an admixed population. The Neighbor-Joining phylogenetic tree and discriminant analysis of principal component also showed close relatedness among three chicken varieties namely AS, HI, and JF. Conclusion: The results reflected that indigenous chicken of Bangladesh still possess rich genetic diversity but weak differentiation among the studied populations. This finding provides some important insight on genetic diversity measures that could support the designing and implementing of future breeding plans for indigenous chickens of Bangladesh.