• Title/Summary/Keyword: Cognitive innovation

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The Asymptotic Throughput and Connectivity of Cognitive Radio Networks with Directional Transmission

  • Wei, Zhiqing;Feng, Zhiyong;Zhang, Qixun;Li, Wei;Gulliver, T. Aaron
    • Journal of Communications and Networks
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    • v.16 no.2
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    • pp.227-237
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    • 2014
  • Throughput scaling laws for two coexisting ad hoc networks with m primary users (PUs) and n secondary users (SUs) randomly distributed in an unit area have been widely studied. Early work showed that the secondary network performs as well as stand-alone networks, namely, the per-node throughput of the secondary networks is ${\Theta}(1/\sqrt{n{\log}n})$. In this paper, we show that by exploiting directional spectrum opportunities in secondary network, the throughput of secondary network can be improved. If the beamwidth of secondary transmitter (TX)'s main lobe is ${\delta}=o(1/{\log}n)$, SUs can achieve a per-node throughput of ${\Theta}(1/\sqrt{n{\log}n})$ for directional transmission and omni reception (DTOR), which is ${\Theta}({\log}n)$ times higher than the throughput with-out directional transmission. On the contrary, if ${\delta}={\omega}(1/{\log}n)$, the throughput gain of SUs is $2{\pi}/{\delta}$ for DTOR compared with the throughput without directional antennas. Similarly, we have derived the throughput for other cases of directional transmission. The connectivity is another critical metric to evaluate the performance of random ad hoc networks. The relation between the number of SUs n and the number of PUs m is assumed to be $n=m^{\beta}$. We show that with the HDP-VDP routing scheme, which is widely employed in the analysis of throughput scaling laws of ad hoc networks, the connectivity of a single SU can be guaranteed when ${\beta}$ > 1, and the connectivity of a single secondary path can be guaranteed when ${\beta}$ > 2. While circumventing routing can improve the connectivity of cognitive radio ad hoc network, we verify that the connectivity of a single SU as well as a single secondary path can be guaranteed when ${\beta}$ > 1. Thus, to achieve the connectivity of secondary networks, the density of SUs should be (asymptotically) bigger than that of PUs.

The Effect of CoP on Social Capital and Organizational Performance from Yuhan-Kimberly, POSCO and HIRA (CoP 활동이 사회적 자본과 조직성과에 미치는 영향 : 유한킴벌리, 포스코, 건강보험심사원 사례를 중심으로)

  • Kim, Dong-Heon;Kim, Young Jae;Lee, Young-Chan
    • Knowledge Management Research
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    • v.11 no.3
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    • pp.77-90
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    • 2010
  • The purpose of this study is to examine the effects of human resource development policies and practices on social capital and organizational performance. To serve the purpose, we focused on the effects of communities of practice (CoP) to social capital and suggested best practices of CoP from the aspect of social capital. Specifically, we considered new kinds of social capital such as social innovation capital and social integration capital as well as traditional social capital classified into structural, relational, and cognitive capital, Where, social innovation and social integration capital represent corporate's social capacity to innovate and corporate social responsibility (CSR). And then we conducted a multiple case study on Yuhan-Kimberly, POSCO, and HIRA. From the result, we identified that CoP activities have a positive effect on social capital and organizational performance.

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Intra-organizational Conflict and Innovative Performance in Media Industry: An Exploratory Simulation Study

  • Cheon, Youngjoon;Jeong, Seong Bin;Kwak, Kyu Tae
    • Journal of Internet Computing and Services
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    • v.19 no.2
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    • pp.89-98
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    • 2018
  • Media industry is attempting various types of strategic innovation in the content and organization as they enter transition period. However, previous research has casually treated the organizational culture from the management and realized that cognitive/cultural differences between the specific departments yield conflicts. This means the researchers explored less on the decision-making process with the conflict between sub-groups and constituent in the organization. Our study reviewed the most positive method to achieve the innovation outcome through the conflict management within the organization based on the behavioral theory of the firm and applied computer simulation model for analysis to construct the quantitative scenario and infer the result. Conflict always found while media organization experiences innovation within the groups. However, in the long term, securing the independence through the certain state of 'anarchy' which possibly lead consensus implies significance rather to comprise collegiate system for unilateral control. In specific, this study explored the issues in 'conflict management' that has been evaded in media organization research through NK simulation model.

The Effect of Psychological Safety on Innovation Behavior: Focus on Mediating Effect of Job Crafting (심리적 안정감이 혁신행동에 미치는 영향: 잡 크래프팅(Job Crafting)의 매개효과를 중심으로)

  • Choi, Su-Heyong;Lee, Jung-Mi
    • Asia-Pacific Journal of Business
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    • v.11 no.3
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    • pp.79-93
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    • 2020
  • Purpose - The purpose of this study analyzes the effect of psychological safety on innovative behavior mediated by job crafting. Design/methodology/approach - This study collected 221 survey data from employees in Korea. Collected data were analyzed using SPSS 25.0 and Macro Process. The multiple regression analysis and bootstrap analysis were hired in order to analyze the data. Findings - First, psychological safety had a significant effect on innovation behavior. Second, job crafting proved a mediating effect in the relationship between psychological safety and innovation behavior. In other words, it has been demonstrated empirically that task crafting, cognitive crafting, and relational crafting, which are sub-elements of job crafting, play a mediating role in the relationship between psychological safety and innovative behavior. Research implications or Originality - This study expanded the study of Job Crafting in that it revealed the mediating role of Job Crafting in the relationship of psychological safety and innovative behavior. Second, this study has novelty in that it has established a sense of psychological safety as an independent variable that promotes innovative behavior, and that it has examined each other's structural relationship by adding a variable called Job Crafting.

Discovery and validation of PURA as a transcription target of 20(S)-protopanaxadiol: Implications for the treatment of cognitive dysfunction

  • Feiyan Chen;Wenjing Zhang;Shuyi Xu;Hantao Zhang;Lin Chen;Cuihua Chen;Zhu Zhu;Yunan Zhao
    • Journal of Ginseng Research
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    • v.47 no.5
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    • pp.662-671
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    • 2023
  • Background: 20(S)-protopanaxadiol (PPD), a ginsenoside metabolite, has prominent benefits for the central nervous system, especially in improving learning and memory. However, its transcriptional targets in brain tissue remain unknown. Methods: In this study, we first used mass spectrometry-based drug affinity responsive target stability (DARTS) to identify the potential proteins of ginsenosides and intersected them with the transcription factor library. Second, the transcription factor PURA was confirmed as a target of PPD by biolayer interferometry (BLI) and molecular docking. Next, the effect of PPD on the transcriptional levels of target genes of PURA in brain tissues was determined by qRT-PCR. Finally, bioinformatics analysis was used to analyze the potential biological features of these target proteins. Results: The results showed three overlapping transcription factors between the proteomics of DARTS and transcription factor library. BLI analysis further showed that PPD had a higher direct interaction with PURA than parent ginsenosides. Subsequently, BLI kinetic analysis, molecular docking, and mutations in key amino acids of PURA indicated that PPD specifically bound to PURA. The results of qRT-PCR showed that PPD could increase the transcription levels of PURA target genes in brain. Finally, bioinformatics analysis showed that these target proteins were involved in learning and memory function. Conclusion: The above-mentioned findings indicate that PURA is a transcription target of PPD in brain, and PPD upregulate the transcription levels of target genes related to cognitive dysfunction by binding PURA, which could provide a chemical and biological basis for the study of treating cognitive impairment by targeting PURA.

Exploring the Effective Herbal Prescription for Cognitive Disorder Treatment among Licensed Herbal Medicines in Korea - A Preliminary Study for Clinical Trial of Cognitive Disorders (기허가 한약제제를 대상으로 한 인지장애 치료 유효 약물 탐색 - 인지장애 임상연구를 위한 예비연구)

  • Seo, Young Kyung;Lee, Ji yoon;Oh, You Chang;Lee, Jung Jin;Li, Wei;Jeong, Yun Hee;Lee, Sun Joo;Go, Young Hoon;Jung, In Chul
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.33 no.4
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    • pp.207-218
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    • 2019
  • It is necessary to investigate the efficacy of commercial Korean herbal medicine for cognitive disorder. The purpose of this study is to select candidates among licensed herbal medicines that are expected to be effective in the treatment of cognitive disorders and can be used in future clinical trial. From laboratory experiments, we first found individual single herbal drugs that could be effective for cognitive disorder, and then through experts recommendation, selected five priorities of single herbal drug and obtained the information of the best herb as a combination of each herbal drug. To derive the final herbal prescriptions, we searched the KFDA drug information system for licensed herbal medicines containing each drug and its combination. As a result of laboratory experiments and experts recommendation, we found that the five effective single herbal drugs for cognitive disorders. They are Ginseng Radix, Acori Graminei Rhizoma, Cyperi Rhizoma, Coptidis Rhizoma, Pinelliae Rhizoma, Hoelen cum Pini Radix, and Rehmanniae Radix Preparata(Pinelliae Rhizoma, Hoelen cum Pini Radix, and Rehmanniae Radix Preparata were tied for $5^{th}$). And licensed herbal prescriptions derived from the planned search are Palbohoichoon-tang, Taehwa-hwan, Bosim-hwan, and so on. Among these, in consideration of the feasibility of research and possibility of success in development, Yukgunja-tang, Samhwangjichul-hwan can be selected as future study subjects. Through experimental studies and expert recommendations, we have derived herbal prescriptions that can be effective in treating cognitive disorders from licensed herbal medicines.

An Analysis of Learning Styles for Implementing Learning Strategies of First-year Engineering Students (공과대학 신입생의 학습전략 활용을 위한 학습양식 분석)

  • Choi, Keum-Jin;Kim, Ji-Sim;Shin, Dong-Eun
    • Journal of Engineering Education Research
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    • v.14 no.4
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    • pp.11-19
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    • 2011
  • The purpose of this study was to identify learning strategies by learning style of first-year engineering students in order to find implications for teaching and learning strategies in engineering education. This study was conducted with 273 first-year students in two universities in Korea. Following were the results: First, there were Sensing learners(72.2%), Visual learners(84.6%), Reflective learners(64.8%), and Sequential learners(58.2%) and the level of learning strategies was 3.28(SD=0.38). Secondly, the finding revealed that there was only significant difference in learning strategies on Information processing dimension and Active students demonstrated higher level of learning strategies than Reflective students. To be more specific, there were significant differences in cognitive, meta-cognitive, and internal and external management. For engineering education, implications for teaching strategies in classroom and self-regulated learning strategies were discussed.

Effects of Nursing Organizational Culture and Self-leadership on Job Satisfaction for Nurses Working in the Comprehensive Nursing Care Service Ward in Public Hospitals (간호조직문화, 셀프리더십이 공공병원 간호·간병통합서비스 병동 간호사의 직무만족에 미치는 영향)

  • Jo, Eun Jin;Lee, Kyung-Sook;Jeon, Jaehee
    • Journal of muscle and joint health
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    • v.26 no.2
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    • pp.111-119
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    • 2019
  • Purpose: This study investigated the effects of nursing organizational culture and self-leadership on job satisfaction for nurses working in the comprehensive nursing care service ward in public hospitals. Methods: The participants were 138 nurses working in Gyeonggi-do medical center. The collected data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficients, and regression analysis with SPSS/WIN 23.0. Results: Factors affecting job satisfaction were innovation-oriented culture (${\beta}=.29$, p<.001), want to work in this department (${\beta}=-.25$, p<.001), the cognitive strategy of self-leadership (${\beta}=.23$, p=.002), hierarchical-oriented culture (${\beta}=-.21$, p=.002), and marital status (${\beta}=.18$, p=.005). These factors accounted for 42.0% of the variability in job satisfaction. Conclusion: In order to improve the job satisfaction of nurses in the comprehensive nursing care service ward in public hospitals, institutional-level efforts should be made to encourage an innovation-oriented culture and avoid a hierarchy-oriented culture. In addition, education and program development are needed to improve the cognitive strategy of self-leadership.

A Study on the Acceptance Factors of Healthcare Information Services Converged with Cognitive Computing (인지 컴퓨팅 융합 헬스케어 정보서비스 수용요인에 관한 연구)

  • Pae, Young-Woo;Bong, Jin-Sook;Min, Wonki;Shin, Yongtae
    • Journal of KIISE
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    • v.42 no.6
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    • pp.734-747
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    • 2015
  • The aging population and the advancement of science and technology are transforming the healthcare industry to focus on health management for the prevention of diseases. The U-health and remote healthcare services have not yet achieved the social agreement in the nation; however, these have been extensively used in the global scale. The innovation of user experience through cognitive computing are expected to increase the health effects of consumers, by converging with healthcare information services. This study suggests the conceptual model of healthcare information service converged with cognitive computing. Then, the acceptance factors for consumers have been investigated. For this purpose, reliability and validity analysis have been conducted using an online survey. The path analysis was performed to verify the hypotheses and moderating effect based upon the gender, by using structural equation modeling.

Getting Emotional about Quality: Questioning and Elaborating the Satisfaction Concept

  • Lilja, John;Wiklund, Hakan
    • International Journal of Quality Innovation
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    • v.6 no.3
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    • pp.38-55
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    • 2005
  • Consumption has generally become more fragmented, hedonic and individual specific, satisfying not only functional but also emotional needs. In parallel, customer satisfaction is now thought to be both a cognitive and affective response, and the closely related concept of job satisfaction is commonly seen as an emotional reaction. The reasoning within quality management does, however, still lean heavily toward cognitive judgements (i.e. performance ratings), the emotional component clearly being under explored. Further, performance variables have shown not to be significant in predicting satisfaction for certain 'experience products', the effect fully mediated by emotions. As a consequence a cognitive judgement based quality concept has lost its ability to predict satisfaction, which clearly contradicts with the modem quality definition, stressing quality as the ability to satisfy the customer. Emotions have however entered the quality discourse and it has been proposed that having customers that are merely feeling satisfied will not suffice. Instead, there has been a plethora of executive exhortations in the trade press calling on business to 'delight the customer'. Strategies for doing so have however usually been imprecise and unclear, and the different drivers of delight and satisfaction are not well explored. This paper aims to complement the previous cognitive dominance by exploring the multiple emotional responses involved in customer satisfaction. A conclusion being that we currently are measuring something, in terms of satisfied, that is more or less independent of what we aim for, in terms of delight. It is also most likely that - depending on the situation, product, and person - other positive and negative emotions are more important outcomes of purchase and usage than merely satisfaction. It is questioned whether a single, summary response such as satisfaction is feasible or even desirable.