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Purpose The purpose of this paper is to systematically review the literature on entrepreneurship education (EE) in the Asia Pacific spanning a ten-year publishing period. The results of previous EE research are summarily analyzed and the key themes are critically addressed. Design/methodology/approach This paper presents a systematic literature review of EE articles published from 2007 to 2016 in peer-reviewed, English-speaking journals that are available on the Scopus database. Frequency, bibliometrical data, and research content of the literature review are analyzed. Findings Research in this area is experiencing a steady growth, and a small percentage of scholars or countries in the Asia Pacific are found to make significant contributions to a body of knowledge on EE. The findings also show that the majority of studies lack theoretical legitimacy on the definition of EE and its underpinning theories; however, some articles consider an institutional or contextual perspective on EE, present individual-centered pedagogy in a traditional educational context, or indicate the intertwined connections between EE initiatives and economic growth. Thus, the findings manifest EE research in the Asia Pacific as relatively limited across research agenda, viewpoints, and levels. Research limitations/implications Based on the discussion on key themes, a multi-faceted and multi-tier perspective and a longitudinal study are suggested to provide broader and deeper understanding of the complexities in EE provision and its role in the relationship with national entrepreneurship. Thus, the gap between Western/Asian research contexts and enabling a common evolving body of knowledge can be bridged. Practical implications This study provides valuable insights that can aid educators and policymakers to establish and improve EE design and operations. This study would benefit EE systems in countries of the Asia Pacific region and should improve their practical outcomes. The relevance of integrating functional, personality, and behavioral views into EE development seems difficult but is suitable for EE advancements, thereby boosting the acceptance of entrepreneurship in society and subsequently impacting the economic development of a country. Originality/value This study is the first literature review on EE research in the Asia Pacific; it provides a summary analysis of the current state of EE and future directions in theory and practice.

By training the deep neural network model, the hidden features in Surface Electromyography(sEMG) signals can be extracted. The motion intention of the human can be predicted by analysis of sEMG. However, the models recently proposed by researchers often have a large number of parameters. Therefore, we designed a compact Convolution Neural Network (CNN) model, which not only improves the classification accuracy but also reduces the number of parameters in the model. Our proposed model was validated on the Ninapro DB5 Dataset and the Myo Dataset. The classification accuracy of gesture recognition achieved good results.

Supply chain finance (SCF) is concerned with the capital flows within a supply chain, an area often neglected in past decades, while SCF does have an impact on a firm's capability to adopt sustainable supply chain management (SCM) practices. The aim of this study is to explore new insight from a growing body of research which is investigating SCF issues in China, an evolving transition economy. A content analysis on a review of 151 Chinese-written SCF papers from 2004-2014, based on a sample of 45 leading Chinese journals (Chinese Social Science Citation Index, CSSCI) was conducted from three perspectives: topical coverage, theoretical application and methodological inquiry. The study reveals that the research stream of SCF in China has emerged and evolved to a considerable extent. However, the SCF phenomenon in China is not exactly the same as "SCF" as it is perceived in the mature economy, which is articulated in mainstream SCM English literature. The Chinese business context in which SCF has been implemented has played a dominant role in initiating, affecting and even shaping SCF. This study represents the first endeavor in the field of SCM. It diffuses the Chinese-written SCF research in mainstream SCM English literature.

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