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IEEE International Conference on Industrial Engineering and Engineering Management

作者： Meng-Shan Tsai Meng-Chen Tsai Chi-Cheng Chang Graduate Institute of Human Resource and Knowledge Management National Kaohsiung Normal University Kaohsiung Taiwan Department of Technology Application and Human Resource Development National Taiwan Normal University Taipei Taiwan

ISBN: (纸本)9781467329460

This study aims to discuss the effects of individual emotion and corporative environment on technology transfer, and explores corporative environment moderating effects between emotion and technology transfer. Corporative environment includes interpersonal relationship and social relationship; technology transfer includes explorative organizational learning and knowledge sharing. To predict individual- and company-level simultaneously on technology transfer, hierarchical liner model (HLM) is performed. This study investigates 194 workers and 43 technology companies. The result shows emotion and social relationship were significantly related to technology transfer, and interpersonal relationship was positive moderating effect in the relation between emotion and technology transfer, but social relationship was not. The major limitations of this study included that workers in technology companies have heavy workload, so they do not have enough time to response the questionnaire, and obtaining questionnaires was not easy, so self-selection may be generated. The limitations hope to be solved in future studies.

关键词： technology transfer Companies Social network services Correlation Predictive models Reliability

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Decision Making on Optimal Selection of Advertising Agencies using Machine Learning 9

Decision Making on Optimal Selection of Advertising Agencies...

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9th International Conference on Information Management, ICIM 2023

作者： Joe Anand, M. Clement Martin, Nivetha Clementking, Arockiasamy Rani, S. Priyadharshini, Sujitha Siva, S. Department of Mathematics Karnataka Bengaluru560052 India Human Resource Development Karnataka Bengaluru560052 India Vels Institute of Science Technology & Advanced Studies Department of Information Technology Tamil Nadu Chennai600117 India Pvt. Ltd Karnataka Bengaluru560017 India Reva University Department of Computer Science & Applications Karnataka Bengaluru560064 India

ISBN: (纸本)9798350336382

The decision makers of every business firm take strenuous efforts to achieve the target of sales promotion using different marketing strategies. In recent times, advertising is becoming one of the most preferred and adopted marketing techniques to reach customers at larger magnitude. The business firms irrespective of their production sizes and scales associate with various advertising agencies to familiarize their products to the customers. The advertising strategic approach of marketing also gives rise to a decision-making problem on the optimal choice of advertising agencies as the wrong selection of the agencies harms the sales. This research paper intends to propose a decision making (DM) model integrating both multi-criteria decision methods and machine learning algorithms to make optimal selection of advertising agencies. The proposed DM model considers 25 alternatives of advertising agencies, six criteria, linguistic analytic hierarchy process (LAHP) and random forest algorithm for ranking the advertising agencies. The machine learning (ML) algorithm identifies the feasible alternatives with the help of criterion weights obtained using the method of LAHP. This method is more compatible as it minimizes the risks of decision making by grouping the alternatives into two groups of acceptance and rejection based on their likelihood. The computations are done using Python programming language especially in Google Colabs. © 2023 IEEE.

关键词： Machine learning

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The Behavior of Investor's-fear-gauge-index on Scheduled Macroeconomic Communications

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Procedia - Social and Behavioral Sciences 2014年 133卷 151-159页

作者： Imlak Shaikh Suresh Kumar Jakhar Department of Humanities and Social Sciences Indian Institute of Technology Bombay Mumbai India Symbiosis Centre for Management and Human Resource Development Symbiosis International University Pune India

This paper examines the information content of scheduled macroeconomic communication on the newly constructed implied volatility index (India VIX). In this study we have considered RBI's (Reserve Bank of India) monetary policy statement and some other macroeconomic indicators as communication dummies. Empirical results show that scheduled communications have prominent effect on the implied volatility index that surround the report days. The impact of RBI policy statement on expected volatility surround one day report release found to be more responsive. In compliance with the literature, study shows that implied volatility rises before the scheduled communication and goes normal on the day of news release. In addition, news on GDP (gross domestic product) and WPI (wholesale/producers price index) has significant impact on VIX surround the report days. The implication of the study is in twofold: it is helpful in the volatility forecasting and options pricing.

关键词： Macroeconomic communication implied volatility index information content VIX RBI policy statement MCIR

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MiniNet: Dense squeeze with depthwise separable convolutions for image classification in resource-constrained autonomous systems

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ISA Transactions 2023年 132卷 120-130页

作者： Tseng, Fan-Hsun Yeh, Kuo-Hui Kao, Fan-Yi Chen, Chi-Yuan Department of Computer Science and Information Engineering National Cheng Kung University Tainan Taiwan Department of Information Management National Dong Hwa University Hualien Taiwan Computer Science and Engineering Department of National Sun Yat-sen University Kaohsiung804 Taiwan Department of Technology Application and Human Resource Development National Taiwan Normal University Taipei Taiwan Department of Computer Science and Information Engineering National Ilan University Yilan Taiwan

In recent years, artificial intelligence (AI) has been developed vigorously, and a great number of AI autonomous applications have been proposed. However, how to decrease computations and shorten training time with high accuracy under the limited hardware resource is a vital issue. In this paper, on the basis of MobileNet architecture, the dense squeeze with depthwise separable convolutions model is proposed, viz. MiniNet. MiniNet utilizes depthwise and pointwise convolutions, and is composed of the dense connection technique and the Squeeze-and-Excitation operations. The proposed MiniNet model is implemented and experimented with Keras. In experimental results, MiniNet is compared with three existing models, i.e., DenseNet, MobileNet, and SE-Inception-Resnet-v1. To validate that the proposed MiniNet model is provided with less computation and shorter training time, two types as well as large and small datasets are used. The experimental results showed that the proposed MiniNet model significantly reduces the number of parameters and shortens training time efficiently. MiniNet is superior to other models in terms of the lowest parameters, shortest training time, and highest accuracy when the dataset is small, especially. © 2022 ISA

关键词： Convolution

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Comparison of System on Chip technology Innovations between the U.S and Taiwan

Comparison of System on Chip Technology Innovations between ...

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2010 2nd IEEE International Conference on Advanced Management Science（IEEE ICAMS 2010）

作者： Shih-Ching Shiu Shu-Jung Chen Dept.of Human Resource Development Hsiuping Institute of Technology Dali City Department of Business Administration National Yunlin University of Science and Technology

This article according to the composition concept of System on Chip (SoC),carries on the patent analysis in U.S and *** article had recognized SoC international patent classification (IPC) in national,owner's distribution by the objective statistical *** had understood the SoC technological development's process,also clearly observe research and develop organization's possible structure of the patent *** discovery are: *** SoC technology's development is at present in the growth period of the *** U.S has the constitutive design and reliable confirmation technical lead in the SoC technology's development,*** on chip application plan *** has the outstanding lead in SoC chip's manufacture and spare part conformity processing *** SoC technology research and development output,the major part was the research and development team joint effort achievement,only had the few parts was concentrated in the specific inventor.

关键词： patent analysis、System on Chip

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“It’s in [Their] Roots”: A Critical Race Discourse Analysis of Media Accounts Depicting Black Hair Discrimination in K-12 School

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Urban Review 2024年第1期56卷 35-58页

作者： James-Gallaway, Chaddrick D. James-Gallaway, ArCasia D. Griffin, Autumn A. Department of Educational Administration and Human Resource Development Texas A&M University 511 Harrington Tower College Station TX United States Department of Teaching Learning and Culture Texas A&M University College Station TX United States Department of Middle-Secondary Education and Instructional Technology Georgia State University Atlanta GA United States

As many U.S. school administrators create policies around hair, many often neglect to consider racial differences, especially those pertaining to hair care and maintenance styles. News media outlets have recently highlighted the ways schools create and sustain racially biased policies and schooling environments, demonstrating the media’s role in promoting awareness of schools’ mistreatment of Black children. This study examines media reports that shed light on these dynamics, focusing on urban/metropolitan areas in Texas, Louisiana, Florida, and Massachusetts. We ask: What do news media accounts—explicitly and implicitly—reveal about Black children and their families' experiences with hair policies in K-12 schools? We take up critical race discourse analysis to examine selected news media accounts of four recent, high profile (i.e., viral) events of Black students’ experiences with hair policies in K-12 U.S. schools. Analysis of our data revealed that Black students face undue discrimination due to schools’ hair policies, and that they and their families reject antiBlack constructions of Black hair care practices and styles. © The Author(s), under exclusive licence to Springer Nature B.V. 2023.

关键词： AntiBlackness Black hair Critical race discourse analysis Critical race theory Educational policy

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Using AI Cognitive Diagnosis Embedded in a Game-Based Learning Environment

Using AI Cognitive Diagnosis Embedded in a Game-Based Learni...

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IEEE International Conference on Big Data

作者： Lin-Jung Wu Department of Technology Application and Human Resource Development National Taiwan Normal University Taipei Taiwan R.O.C

ISBN: (数字)9798350362480

ISBN: (纸本)9798350362497

The aim of this study was to develop a game-based environment with embedded AI cognitive diagnosis to deliver personalized instruction to learners. The system identified participants' possible misconceptions using a Bayesian network. Corresponding learning games based on their misconceptions were then provided to the learners. This research compared the effects of AI cognitive diagnosis in a game-based learning environment to those in a multimedia learning environment. A quasi-experimental design was used in the experiments, with fifty-six secondary school students as participants. The results showed that the accuracy of the concept diagnosis system was 90.8% (expert judgment). The personalized learning outcomes of students in the game-based learning environment were superior to those engaged in multimedia problem-solving tasks. The results implied that the game-based learning with cognitive diagnosis mechanism plays an important role in enhancing problem-solving skills, learning motivation, misconception correction, and flow experience.

关键词： Learning systems Accuracy Games Big Data Cognitive load Bayes methods Error correction Problem-solving

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The relation of college students' process of study and creativity: The mediating effect of creative self-efficacy

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World Academy of Science, Engineering and technology 2010年 43卷 960-963页

作者： Chuang, Chih-Feng Shiu, Shih-Ching Cheng, Chao-Jen Department of Industrial Education and Technology National Changhua University of Education Changhua County 500-74 Taiwan Department of Human Resource Development Hsiuping Institute of Technology Taichung County 412-80 Taiwan

The purpose of this study was to investigate the relationships among students' process of study, creative self-efficacy and creativity while attending college. A total of 60 students enrolled in Hsiuping Institute of technology in central Taiwan were selected as samples for the study. The instruments for this study included three questionnaires to explore the aforesaid aspects. This researchers tested creative self-efficacy and process of study, and creativity with Pearson correlation and hierarchical regression analyses. The major findings of this research are (1) the process of study had direct positive predictability on creativity, and (2) the relationship between process of study and creativity is partially mediated by creative self-efficacy.

关键词： Students

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The “i Competency Dictionary” Framework for IT Engineering Education

The “i Competency Dictionary” Framework for IT Engineering...

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IEEE World Engineering Education Conference (EDUNINE)

作者： Eiji Hayashiguchi Osamu Endou John Impagliazzo Information-technology Promotion Agency Japan (IPA) IT Human Resource Development Tokyo Japan School of Engineering and Applied Science Hofstra University Hempstead New York USA

Information technology (IT) engineering education in Japan has a major issue in linking IT education in universities with IT industry requirements. The IT world is changing very rapidly now and the academia-industry linkage is becoming difficult and divergent. In this paper, the authors describe the “i Competency Dictionary” (iCD) framework developed and announced by Information-technology Promotion Agency (IPA), a Japanese government organization in 2015. IPA developed this iCD framework for IT user organizations and IT vendor companies for their human resource development. Since its announcement, iCD has been expanding very rapidly within Japanese IT industries and the framework is becoming a reference in many IT organizations outside Japan. In the meantime, universities and educational organizations are starting to use iCD to develop and evaluate their curricula since it contains rich industry requirements reflecting today's rapid IT changes. The authors believe that iCD can contribute much to educational areas and they illustrate examples of the iCD successes in academic circles.

关键词： Task analysis Standards organizations Dictionaries Companies Industries

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Sustainance of Community Engagement – Is it a Feasible Feat?

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Procedia - Social and Behavioral Sciences 2014年 129卷 156-163页

作者： Anubama Ramachandra Nur Naha Abu Mansor Roya Anvari Azlan Abd. Rahman Department of Human Resource Development Faculty of Management University Technology Malaysia 81310 Skudai Johor Bahru Malaysia Department of Structures & Materials Faculty of Civil Engineering University Technology Malaysia 81310 Skudai Johor Bahru Malaysia

Community engagement is given much importance nowadays in Malaysia, especially in line with Institutes of Higher Learning's tripartite mission, the third mission being able to engage with communities. It is not surprising because community engagement offers enormous benefits for regional and societal development. Community engagement relies heavily on partnership and mutual reciprocity between different stakeholders such as communities, universities, non-government organizations (NGOs), field experts and funding organizations. In order to sustain the engagement initiatives, it is important to know who are the ‘owners’ or stakeholders of the program. The current gap on community engagement is on evaluation and measurement of the impacts towards the stakeholders, mainly the community that are being engaged with. This paper addresses the gap by providing a discussion on the stakeholder approach on evaluation of community engagement initiatives. The evaluation using the stakeholders approach will not only create a holistic evaluation process, but it will also assist in fostering a sense of ownership of the community engagement program.

关键词： Community Engagement Evaluation Stakeholders Sustainability

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