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‘Adequate amount of data’‐driven system design theory: how far can we know/control/protect? 适量数据 "驱动的系统设计理论:我们能知道/控制/保护到什么程度?
Pub Date : 2024-01-22 DOI: 10.21820/23987073.2024.1.10
Tomonori Sadamoto
In contrast to the natural tendency of many researchers to focus on collecting as much data as possible, Assistant Professor Tomonori Sadamoto, from the Department of Mechanical Engineering and Intelligent Systems at the University of Electro-Communications in Japan, believes that the pursuit of big data is not always desirable. He is promoting a shift towards the acceptance of a “adequate amount of data”-driven system design theory. Sadamoto is concentrating on data-driven methodologies and their application in social systems. Through key international collaborations with colleagues at leading institutions, he is advancing his research. His work on data-driven methodologies focuses on interdisciplinary studies that combine machine learning and control theory. His more applied work primarily falls within the realm of smart grids. In his projects, he formulates his questions mathematically from the perspective of control theory. For instance, Sadamoto has developed a novel mathematical tool known as the VARX (vector autoregressive with exogenous input) framework, which facilitates the tractable analysis of dynamic systems. Using this new tool, he has developed data-dependent system identification analyses when only an “insufficient amount of data” is available. Furthermore, for the first time, Sadamoto was able to demonstrate that the informativeness of data in a certain class of dynamic output controller design is equivalent to the identification of the target system. His efforts are aimed at expanding the horizons of these novel control theories into the field of smart grids.
日本电气通信大学机械工程与智能系统系助理教授贞本智则(Tomonori Sadamoto)认为,与许多研究人员专注于收集尽可能多的数据的自然倾向相反,追求大数据并不总是可取的。他正在推动向接受 "适量数据 "驱动的系统设计理论转变。贞本专注于数据驱动方法及其在社会系统中的应用。通过与顶尖机构的同事开展重要的国际合作,他正在推进自己的研究。他在数据驱动方法学方面的工作侧重于结合机器学习和控制理论的跨学科研究。他的应用工作主要涉及智能电网领域。在他的项目中,他从控制论的角度用数学方法提出问题。例如,Sadamoto 开发了一种新颖的数学工具,即 VARX(带外生输入的向量自回归)框架,它有助于对动态系统进行深入分析。利用这一新工具,他开发出了在只有 "不足量数据 "的情况下进行数据依赖性系统识别分析的方法。此外,贞本还首次证明,在某类动态输出控制器设计中,数据的信息量等同于目标系统的识别。他的努力旨在将这些新颖的控制理论扩展到智能电网领域。
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引用次数: 0
Interdisciplinary studies on the evolution of senior high school English education in postwar Taiwan and the relevance to Japan's system 跨学科研究战后台湾高中英语教育的演变及其与日本教育体制的相关性
Pub Date : 2024-01-22 DOI: 10.21820/23987073.2024.1.60
Seiko Hirai
In recent years in Japan, there has been an urgent need to develop logical, critical thinking, and communication skills in Japanese English education. While there has long been considerable research on Japan’s English language education system and that of other East Asian nations, there has been less information available on the English education system in Taiwan. Despite similarities between the English education systems in Japan and Taiwan, there is less data on the Taiwanese system, which makes it difficult to draw comparisons between the two. This is the research focus of Professor Seiko Hirai, College of Liberal Arts and Sciences, Kitasato University, Japan. Hirai is interested in English education, with a particular focus on Taiwan, and her research also explores cognitive perspectives of bilingualism. Hirai has been investigating the English education situation in Taiwan, with a focus on Taiwanese English textbooks. Hirai’s findings indicate that, as demonstrated by the Taiwanese English education situation, it is possible to develop communicative skills in tandem with critical thinking skills and that these are not mutually exclusive. Her studies also suggest that literature materials used in Taiwanese English textbooks are useful for developing these skills, and for deepening the level and type of intellectual exposure to English in its many forms. There is some consensus in the literature that acquiring reading and writing abilities in one language helps with the acquisition of reading and writing abilities in other languages and that this could possibly also improve higher thinking processes. Hiraiâ–™s research on the cognitive perspectives of bilingualism is ongoing but she is eager to promote the improvement of communicative-based language development learning in Japanese school environments. She intends to collaborate with other researchers to explore how to improve Japanese English textbooks by using knowledge gained from her research on the Taiwanese system as well as research on other East Asian nations.
近年来,日本的英语教育迫切需要培养学生的逻辑思维、批判性思维和沟通能力。长期以来,有关日本及其他东亚国家英语教育体系的研究相当多,但有关台湾英语教育体系的资料较少。尽管日本和台湾的英语教育体系有相似之处,但有关台湾英语教育体系的数据较少,因此很难对两者进行比较。这是日本北里大学文理学院教授 Seiko Hirai 的研究重点。Hirai 对英语教育很感兴趣,尤其关注台湾,她的研究还从认知角度探讨了双语教学。Hirai 一直在调查台湾的英语教育状况,重点是台湾的英语教科书。Hirai 的研究结果表明,台湾的英语教育情况表明,交际能力与批判性思维能力是可以同时培养的,而且两者并不相互排斥。她的研究还表明,台湾英语教科书中使用的文学材料有助于培养这些技能,也有助于加深对多种形式英语的知识接触程度和类型。有文献一致认为,掌握一种语言的阅读和写作能力有助于掌握其他语言的阅读和写作能力,这也有可能改善高级思维过程。Hiraiâ-™ 对双语认知视角的研究仍在进行中,但她迫切希望促进日本学校环境中以交际为基础的语言发展学习。她打算与其他研究人员合作,利用她在台湾系统的研究以及其他东亚国家的研究中获得的知识,探索如何改进日语英语教科书。
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引用次数: 0
Research on the formation of weathering substances as reserve materials for collapse and climatic conditions 研究风化物质的形成,作为坍塌和气候条件下的储备材料
Pub Date : 2024-01-22 DOI: 10.21820/23987073.2024.1.28
Chiaki Oguchi
Heavy rainfall or natural disasters such as earthquakes can lead to slope failure, which is when a slope weakens and rapidly collapses without warning. The speed of slope failure means there is little chance for people to escape and so there can be significant numbers of injuries and deaths. Warnings of slope failures from authorities tend to be inaccurate due to myriad factors, including the different properties of soils, as well as factors such as temperature and annual rainfall. Researchers at Saitama University and the National Research Institute for Earth Science and Disaster Resilience in Japan, including Associate Professor Chiaki Oguchi and Principal Researcher of the project, Tsuyoshi Wakatsuki, are working to address knowledge gaps about sediment-related disasters, particularly slope failure. A key focus for the researchers is on estimating formation rates of slope materials that are waiting to collapse. The team is working to reduce unpredictability and improve the accuracy of disaster prevention measures. Currently, the researchers are investigating the formation of weathering substances as reserve materials for collapse and climatic conditions and, so far, they have ascertained that in areas with annual high temperatures, the slow failure materials tend to be those that are composed of a thick slope which contains a greater amount of fine soil particles. They have also confirmed that these materials show a higher potential for greater weathering, thereby exacerbating the issue and exponentially increasing the possibility of slope failure.
暴雨或地震等自然灾害都可能导致斜坡崩塌,即斜坡在毫无征兆的情况下变弱并迅速坍塌。斜坡崩塌的速度意味着人们几乎没有机会逃生,因此可能造成大量伤亡。由于土壤的不同性质以及温度和年降雨量等多种因素的影响,当局发出的斜坡崩塌警告往往并不准确。日本埼玉大学和国立地球科学与抗灾研究所的研究人员,包括副教授小口千秋和项目首席研究员若槻刚,正在努力填补与沉积物有关的灾害,尤其是斜坡崩塌方面的知识空白。研究人员的一个重点是估算等待崩塌的斜坡材料的形成率。该团队正在努力降低不可预测性,提高防灾措施的准确性。目前,研究人员正在研究作为崩塌储备材料的风化物质的形成和气候条件,到目前为止,他们已经确定,在常年气温较高的地区,缓慢崩塌的材料往往是由含有较多细土颗粒的厚斜坡组成的。他们还证实,这些材料显示出更大的风化潜力,从而加剧了问题的严重性,成倍增加了斜坡坍塌的可能性。
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引用次数: 0
Welcome – Editor’s Note 欢迎 - 编者按
Pub Date : 2024-01-22 DOI: 10.21820/23987073.2024.1.1
L. Annette
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引用次数: 0
Circular economy, turning decay into magic: heparin extraction from pig viscera 循环经济,化腐朽为神奇:从猪内脏中提取肝素
Pub Date : 2024-01-22 DOI: 10.21820/23987073.2024.1.67
T. Chiang
The transformation of industrial waste into valuable resources is an increasingly important concept. At Taiwanâ–™s National Cheng Kung University a multi-disciplinary team has been working towards the 17 Sustainable Development Goals (SDGs) adopted by the United Nations member states in 2015 and has developed a method of extracting a valuable medical drug called heparin from agricultural waste. The researchers have combined the advantages of chemical engineering and biotechnology to effectively improve the extraction efficiency and purity of heparin and protected it with technology patents. This exciting innovation could solve the problem of waste disposal from pork production while creating a high-medical value resource from that waste and the residue of the production process could be transformed into fertiliser and animal feed. As such, the researchers believe the application of this technology will help improve the economic productivity of pig farmers and promote environmentally sustainable farming. The value of Chiangâ–™s research are the anticoagulant benefits heparin offers to patients, and also providing new techniques that offer a sustainable and stable supply of the drug. He and the team have taken an innovative approach to extracting heparin sodium, which is the heparin precursor, from pig viscera waste by using dual hydrogen peroxide oxidation methodology and microbial monitoring to enhance the purity of the extracted heparin sodium, creating a higher-quality product for medical applications.
将工业废弃物转化为有价值的资源是一个日益重要的概念。台湾成功大学的一个跨学科团队一直致力于实现联合国会员国于 2015 年通过的 17 项可持续发展目标(SDGs),并开发出了一种从农业废弃物中提取名为肝素的珍贵医疗药物的方法。研究人员结合了化学工程和生物技术的优势,有效提高了肝素的提取效率和纯度,并获得了技术专利保护。这项令人振奋的创新可以解决猪肉生产过程中的废弃物处理问题,同时从废弃物中创造出一种高医疗价值的资源,而生产过程中的残留物则可以转化为肥料和动物饲料。因此,研究人员相信,这项技术的应用将有助于提高养猪户的经济生产力,促进环境可持续发展。Chiangâ-™研究的价值在于肝素为患者带来的抗凝血益处,以及提供可持续稳定供应药物的新技术。他和团队采用创新方法从猪内脏废弃物中提取肝素钠(肝素的前体),利用双过氧化氢氧化法和微生物监测来提高提取肝素钠的纯度,为医疗应用创造更高质量的产品。
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引用次数: 0
Research on continuous authentication using dynamic biometrics during information terminal operation 信息终端运行期间使用动态生物识别技术进行连续身份验证的研究
Pub Date : 2024-01-22 DOI: 10.21820/23987073.2024.1.63
Takeshi Yamada
Cyberattacks and cybercrime have increased along with digitisation, causing financial damage and putting lives at risk. It‘s difficult to stop criminals attempting attacks, but more can be done to thwart these efforts. Measures such as 2FA (two factor authentication) aren‘t foolproof. At the Department of Information and Electronic Systems Engineering, Daiichi Institute of Technology, Japan, researchers are conducting research on continuous authentication. They are developing a method by which the identity of a user can be continuously authenticated in order to improve security measures and reduce incidences of fraud, cyberattacks and cybercrime. Professor Takeshi Yamada leads the team, bringing his research background in physics, biometrics, information theory and Artificial Intelligence (AI) to overcoming the limitations of current user authentication systems. Even with continuous authentication, there are challenges to overcome such as interruptions caused by regular requests for ID and password authentication and what is known as ‘leakage’, whereby the leakage of IDs and passwords can enable unauthorised users to freely operate systems. These challenges led the team to the idea of continuous authentication by biometrics. The researchers decided to focus on continuous authentication using behavioural features, which includes handwriting, voiceprint and gait, and, for computer and smartphone security, authentication using features obtained from keyboard, mouse and touch operations.
随着数字化的发展,网络攻击和网络犯罪日益猖獗,不仅造成经济损失,还危及生命安全。要阻止犯罪分子的攻击企图很难,但可以采取更多措施来挫败他们的企图。2FA(双因素身份验证)等措施并非万无一失。日本第一工业大学信息与电子系统工程系的研究人员正在开展有关连续身份验证的研究。他们正在开发一种可以持续验证用户身份的方法,以改进安全措施,减少欺诈、网络攻击和网络犯罪的发生。Takeshi Yamada 教授带领团队,利用他在物理学、生物统计学、信息论和人工智能(AI)方面的研究背景,克服当前用户身份验证系统的局限性。即使是连续的身份验证,也有一些挑战需要克服,如定期请求身份和密码验证造成的中断,以及所谓的 "泄漏",即身份和密码的泄漏会使未经授权的用户能够自由地操作系统。这些挑战让研究小组萌生了利用生物识别技术进行连续身份验证的想法。研究人员决定把重点放在利用行为特征(包括手写、声纹和步态)进行连续身份验证上,而在计算机和智能手机安全方面,则利用从键盘、鼠标和触摸操作中获取的特征进行身份验证。
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引用次数: 0
Research on optical computing system architecture for simple recurrent neural networks 简单递归神经网络的光计算系统架构研究
Pub Date : 2024-01-22 DOI: 10.21820/23987073.2024.1.51
Satoshi Kawakami
Moore’s Law, relating to the speed and capabilities of computers is becoming less applicable. In this ‘post-Moore’ era, a cross-disciplinary team based in the Constructive Electronics Laboratory, Kyushu University, Japan, is investigating optical computing system infrastructures, with a view to driving computing technology forward in a way that negates the need to comply with Moore’s Law. Associate Professor Satoshi Kawakami is an expert in electric circuits and computer architecture who is part of the team. The team’s expertise covers materials, devices, circuits, architectures and algorithms and is geared towards pioneering new computing technologies in the post-Moore era. Kawakami believes that the continuous improvement of computer systems with higher performance and lower power consumption/energy consumption will be essential to realise a sustainable advanced information society and wants to maximise the advantages of devices and hide their disadvantages at the system level, which will necessitate collaboration with higher system layers. Another important goal is reducing power consumption by improving the efficiency of computers. In one current project, the researchers are exploring optical computing system infrastructure for simple recurrent neural networks. The team is keen to re-examine the ideal state of optical circuits from the perspective of the entire system, including electrical memory and interfaces.
与计算机速度和功能相关的摩尔定律已越来越不适用。在这个 "后摩尔 "时代,日本九州大学构造电子学实验室的一个跨学科团队正在研究光学计算系统基础设施,以期推动计算技术向前发展,不再需要遵循摩尔定律。川上聪(Satoshi Kawakami)副教授是电路和计算机架构方面的专家,也是该团队的成员之一。该团队的专业知识涵盖材料、设备、电路、架构和算法,致力于在后摩尔时代开拓新的计算技术。川上认为,要实现可持续的先进信息社会,就必须不断改进计算机系统,使其具有更高的性能和更低的功耗/能耗,并希望在系统层面最大限度地发挥设备的优势,掩盖其劣势,这就需要与更高的系统层合作。另一个重要目标是通过提高计算机的效率来降低功耗。在当前的一个项目中,研究人员正在探索用于简单递归神经网络的光学计算系统基础设施。研究小组希望从整个系统(包括电子存储器和接口)的角度重新审视光路的理想状态。
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引用次数: 0
Interdisciplinary Research on Electrons and Biofilms 电子与生物膜的跨学科研究
Pub Date : 2024-01-22 DOI: 10.21820/23987073.2024.1.8
Yoshihide Tokunou
Interdisciplinary research on electrons and biofilms is being carried out by Assistant Professor Dr Yoshihide Tokunou, Faculty of Life and Environmental Sciences, University of Tsukuba, Japan. His work is aimed at gaining a deeper understanding of the role of electrons in bacterial society and exploring the process of bacterial extracellular electron transfer (EET) in biofilms. By combining microbiology and electrochemistry, Dr Tokunou is developing EET-based biotechnologies and improving our understanding of the physiological importance of EET in bacterial society. To achieve this, he is collaborating with various experts such as microbiologists, chemists, and engineers, including Professor Dr Nobuhiko Nomura. His current interest is in the EET process that terminates with soluble electron acceptors. By regulating the EET in biofilms respiring with oxygen, he is trying to control various biofilm-related phenomena such as host-bacteria interaction, antibiotic resistance of biofilms, biochemical production from biofilms, etc.
日本筑波大学生命与环境科学学院助理教授 Yoshihide Tokunou 博士正在开展有关电子和生物膜的跨学科研究。他的工作旨在深入了解电子在细菌社会中的作用,并探索生物膜中细菌胞外电子转移(EET)的过程。通过将微生物学与电化学相结合,Tokunou 博士正在开发基于 EET 的生物技术,并提高我们对 EET 在细菌社会中的生理重要性的认识。为此,他正与微生物学家、化学家和工程师等多位专家合作,其中包括野村信彦教授。他目前感兴趣的是以可溶性电子受体为终点的 EET 过程。通过调节生物膜中与氧气呼吸的 EET,他试图控制与生物膜有关的各种现象,如宿主与细菌的相互作用、生物膜的抗生素耐药性、生物膜的生化生产等。
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引用次数: 0
The development of Japanese-English and English-Japanese parallel corpus, including search system and its utilisation 日英、英日平行语料库的开发,包括检索系统及其利用
Pub Date : 2024-01-22 DOI: 10.21820/23987073.2024.1.48
Yasunori Nishina
Parallel corpora play a central role in translation studies, contrastive linguistics, bilingual lexicography and language teaching/learning, facilitating the comparison of linguistic features across languages. But it is challenging to construct a parallel corpus and there are few of them. Also, they can quickly become outdated and unusable. Professor Yasunori Nishina, Faculty of Global Communication, Kobe Gakuin University, Japan, is an expert in applied translation, corpus linguistics and applied linguistics working to develop a website for searching Japanese-English and English-Japanese parallel corpora. He is revitalising an existing unusable, unsearchable corpus with assistance from Lago NLP. He has a keen focus on design as he wants to ensure diversity of genres and translation directions and, in a world first, is incorporating the ability to analyse parallel corpora. The tool that Nishina and Lago NLP are developing with support from the JSPS KAKENHI grant number 20K00692 (and 23K00599 from 2023) is called Parallel Link. Nishina will also collaborate with a researcher at the University of Oxford, UK, where experts who developed the Japanese corpus online search tool are based. The University has established a collaborative relationship with the National Institute for Japanese Language and Linguistics (NINJAL), which is the centre for Japanese language research, and has carried out joint projects of the Oxford NINJAL Corpus of Old Japanese (ONCOJ). Nishina has completed the development of version 1.20 of Parallel Link and intends to develop it to version 2.0 in the coming years.
平行语料库在翻译研究、对比语言学、双语词典学和语言教学中发挥着核心作用,有助于比较不同语言的语言特点。但是,平行语料库的构建具有挑战性,而且数量很少。而且,它们很快就会过时,无法使用。日本神户学院大学全球传播学院的 Yasunori Nishina 教授是应用翻译、语料库语言学和应用语言学方面的专家,正在开发一个搜索日英和英日平行语料库的网站。在 Lago NLP 的协助下,他正在恢复一个现有的无法使用和搜索的语料库。他非常注重设计,因为他希望确保体裁和翻译方向的多样性,并在世界上首次加入了分析平行语料库的功能。Nishina 和 Lago NLP 正在开发的工具名为 Parallel Link,由日本社会科学基金会 KAKENHI 补助金 20K00692(2023 年起为 23K00599)提供支持。Nishina 还将与英国牛津大学的一名研究人员合作,开发日语语料库在线搜索工具的专家就在牛津大学。牛津大学与作为日语研究中心的国立日本语言与语言学研究所(NINJAL)建立了合作关系,并开展了牛津 NINJAL 古日语语料库(ONCOJ)的联合项目。Nishina 已经完成了 Parallel Link 1.20 版本的开发,并打算在未来几年内将其开发到 2.0 版本。
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引用次数: 0
Full elucidation of sorting mechanisms in and around the Golgi apparatus by super-resolution live imaging 通过超分辨率实时成像全面阐明高尔基体内部和周围的分拣机制
Pub Date : 2024-01-22 DOI: 10.21820/23987073.2024.1.13
Akihiko Nakano
The Golgi body or Golgi apparatus is a cell organelle that plays a key role in protein transport and sorting in the cell. Although basic models of ‘vesicular transport’ processes appear to be widely accepted, there are many researchers who question the status quo. Because of the difficulties of working with traffic processes in living cells, there are still many unanswered questions. Dr Akihiko Nakano is a researcher working to uncover the full truth about protein transport within the Golgi apparatus. Indeed, his work on the Golgi cisternal maturation is viewed as a monumental milestone in the field. Technological developments, particularly in live imaging microscopy, mean it is possible to look at specific objects in unprecedented detail and these advancements could enable Nakano to fully elucidate the sorting mechanisms in and around the Golgi apparatus. Nakano is based at the RIKEN Center for Advanced Photonics (RAP) in Japan and forms part of the Live Cell Super-Resolution Imaging Research Team. He and the team are harnessing the power and potential of live imaging to re-examine the processes of membrane traffic in living cells of different species, yeast, plant and animal cells. The goal is to propose a fundamental model of membrane trafficking that can explain seemingly different behaviours of membranes by common mechanisms. A key part of the teamâ–™s research has involved the development of a novel microscopic methodology called super-resolution confocal live imaging microscopy (SCLIM).
高尔基体或高尔基器是一种细胞器,在细胞内的蛋白质转运和分类中起着关键作用。尽管 "囊泡运输 "过程的基本模式似乎已被广泛接受,但仍有许多研究人员对这一现状提出质疑。由于在活细胞中研究运输过程十分困难,因此仍有许多未解之谜。Akihiko Nakano 博士就是一位致力于揭示高尔基体内蛋白质运输全部真相的研究人员。事实上,他在高尔基体纤丝成熟方面的研究成果被视为该领域的一个里程碑。技术的发展,尤其是活体成像显微镜技术的发展,意味着有可能以前所未有的细节观察特定物体,这些进步可能使中野能够全面阐明高尔基体内部和周围的分拣机制。中野在日本理化学研究所先进光子学中心(RAP)工作,是活细胞超分辨率成像研究小组的成员。他和团队正在利用活体成像的力量和潜力,重新研究不同物种活细胞、酵母、植物和动物细胞的膜交通过程。他们的目标是提出一个基本的膜运输模型,通过共同的机制解释看似不同的膜行为。团队研究的一个关键部分是开发一种新的显微方法,即超分辨率共焦活体成像显微镜(SCLIM)。
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