391,317 research outputs found

    Competing in the Era of Industrial Revolution 4.0 and Society 5.0

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    The industrial revolution 4.0 presents challenges that must be faced by the business world, namely the lack of adequate HR (Human Resource) skills, the problem of security of communication technology, the reliability of the stability of production machines, the inability to change by stakeholders, and the number of job losses due to automation. Society 5.0 offers a human-centered society that makes a balance between economic progress and the resolution of social problems through a system that is highly connected through cyberspace and the real world. If society 4.0 allows anyone to access also share information on the internet. Society 5.0 is an era where all technology is part of humanity itself. To take advantage of opportunities and answer the challenges of the industrial revolution 4.0, Indonesian people in particular are required to have data, technology and human literacy capabilities. Data literacy is needed by HR to improve skills in processing and analyzing big data for the benefit of improving public and business services. Technology literacy shows the ability to utilize digital technology to process data and information, while human literacy must be mastered because it shows the element of soft skills or the development of individual character to be able to collaborate, be adaptive, and innovative. Indonesia is demanded to be able to follow industry 4.0 workflows juxtaposed with society 5.0. The need for human resources in several business fields is still very massive if all of them are carried out by robotics. Indonesia is a developing country with a fairly dense population that is certainly able to align between the needs of industry 4.0 and society 5.0. Leadership in organizations must stay alive so that every innovative competitive strategy is able to run with the existing vision. To go to the era of society 5.0 the government is obliged to continuously control it

    Transdisciplinarity seen through Information, Communication, Computation, (Inter-)Action and Cognition

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    Similar to oil that acted as a basic raw material and key driving force of industrial society, information acts as a raw material and principal mover of knowledge society in the knowledge production, propagation and application. New developments in information processing and information communication technologies allow increasingly complex and accurate descriptions, representations and models, which are often multi-parameter, multi-perspective, multi-level and multidimensional. This leads to the necessity of collaborative work between different domains with corresponding specialist competences, sciences and research traditions. We present several major transdisciplinary unification projects for information and knowledge, which proceed on the descriptive, logical and the level of generative mechanisms. Parallel process of boundary crossing and transdisciplinary activity is going on in the applied domains. Technological artifacts are becoming increasingly complex and their design is strongly user-centered, which brings in not only the function and various technological qualities but also other aspects including esthetic, user experience, ethics and sustainability with social and environmental dimensions. When integrating knowledge from a variety of fields, with contributions from different groups of stakeholders, numerous challenges are met in establishing common view and common course of action. In this context, information is our environment, and informational ecology determines both epistemology and spaces for action. We present some insights into the current state of the art of transdisciplinary theory and practice of information studies and informatics. We depict different facets of transdisciplinarity as we see it from our different research fields that include information studies, computability, human-computer interaction, multi-operating-systems environments and philosophy.Comment: Chapter in a forthcoming book: Information Studies and the Quest for Transdisciplinarity - Forthcoming book in World Scientific. Mark Burgin and Wolfgang Hofkirchner, Editor

    Cooperative Human-Centric Sensing Connectivity

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    Human-centric sensing (HCS) is a new concept relevant to Internet of Things (IoT). HCS connectivity, referred to as “smart connectivity,” enables applications that are highly personalized and often time-critical. In a typical HCS scenario, there may be many hundreds of sensor stream connections, centered around the human, who would be the determining factor for the number, the purpose, the direction, and the frequency of the sensor streams. This chapter examines the concepts of HCS communications, outlines the challenges, and defines a roadmap for solutions for realizing HCS networks. This chapter is organized as follows. Section 1 introduces the concept of cooperation in information and communications technologies (ICT), and in the context of IoT. Section 2 discusses cooperation in the context of the personal and extra-personal user space and identifies the remaining open challenges and requirements for realizing the benefits of this approach to enabling more resources and services in a hyper-connected society. Section 3 defines a roadmap toward realizing simple, efficient, and trustable systems based on advanced technologies combining security, cloud, and IoT/big data technologies and outlines the challenges related to this vision. Section 4 concludes the chapter

    AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

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    The rise of powerful large language models (LLMs) brings about tremendous opportunities for innovation but also looming risks for individuals and society at large. We have reached a pivotal moment for ensuring that LLMs and LLM-infused applications are developed and deployed responsibly. However, a central pillar of responsible AI -- transparency -- is largely missing from the current discourse around LLMs. It is paramount to pursue new approaches to provide transparency for LLMs, and years of research at the intersection of AI and human-computer interaction (HCI) highlight that we must do so with a human-centered perspective: Transparency is fundamentally about supporting appropriate human understanding, and this understanding is sought by different stakeholders with different goals in different contexts. In this new era of LLMs, we must develop and design approaches to transparency by considering the needs of stakeholders in the emerging LLM ecosystem, the novel types of LLM-infused applications being built, and the new usage patterns and challenges around LLMs, all while building on lessons learned about how people process, interact with, and make use of information. We reflect on the unique challenges that arise in providing transparency for LLMs, along with lessons learned from HCI and responsible AI research that has taken a human-centered perspective on AI transparency. We then lay out four common approaches that the community has taken to achieve transparency -- model reporting, publishing evaluation results, providing explanations, and communicating uncertainty -- and call out open questions around how these approaches may or may not be applied to LLMs. We hope this provides a starting point for discussion and a useful roadmap for future research

    3D Robotic Sensing of People: Human Perception, Representation and Activity Recognition

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    The robots are coming. Their presence will eventually bridge the digital-physical divide and dramatically impact human life by taking over tasks where our current society has shortcomings (e.g., search and rescue, elderly care, and child education). Human-centered robotics (HCR) is a vision to address how robots can coexist with humans and help people live safer, simpler and more independent lives. As humans, we have a remarkable ability to perceive the world around us, perceive people, and interpret their behaviors. Endowing robots with these critical capabilities in highly dynamic human social environments is a significant but very challenging problem in practical human-centered robotics applications. This research focuses on robotic sensing of people, that is, how robots can perceive and represent humans and understand their behaviors, primarily through 3D robotic vision. In this dissertation, I begin with a broad perspective on human-centered robotics by discussing its real-world applications and significant challenges. Then, I will introduce a real-time perception system, based on the concept of Depth of Interest, to detect and track multiple individuals using a color-depth camera that is installed on moving robotic platforms. In addition, I will discuss human representation approaches, based on local spatio-temporal features, including new “CoDe4D” features that incorporate both color and depth information, a new “SOD” descriptor to efficiently quantize 3D visual features, and the novel AdHuC features, which are capable of representing the activities of multiple individuals. Several new algorithms to recognize human activities are also discussed, including the RG-PLSA model, which allows us to discover activity patterns without supervision, the MC-HCRF model, which can explicitly investigate certainty in latent temporal patterns, and the FuzzySR model, which is used to segment continuous data into events and probabilistically recognize human activities. Cognition models based on recognition results are also implemented for decision making that allow robotic systems to react to human activities. Finally, I will conclude with a discussion of future directions that will accelerate the upcoming technological revolution of human-centered robotics

    Sharia accounting on Indonesian Financial Accounting Standard on zakat and waqf take on industrial revolution 4.0 and society era 5.0

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    Purpose - The aims to point out the challenges and expectations towards sharia accounting profession on zakat and waqf in facing the industrial revolution.Method - This research used a qualitative approach by systematically explaining various sources of literature.  Result - The results of the research shows that the era of the Industrial Revolution 4.0 and Society 5.0 offers convenience and speed, making people turn into super fast and human-centered. Both professional and sharia accountants need a pattern of self-management on the basic functions of sharia accounting which will, in turn, increase the efficiency and effectiveness of their work and the results can be shown in real-time.Implication - Research implication shows that some companies have developed this because of the support gained from the adequate standardization of financial management processes and standardization information systems architecture and by the demands of the fourth-generation industry proving that crucial competencies are needed for sharia accountants of zakat and waqf.Originality - The research shows that Islamic accountants must understand Indonesian Financial Accounting Standard 109 on Zakat, Infaq and Sadaqah, and Indonesian Financial Accounting Standard 112 on Waqf which is based on information technology in the era of Industrial Revolution 4.0 and Society Era 5.0

    Sharia accounting on Indonesian Financial Accounting Standard on zakat and waqf take on industrial revolution 4.0 and society era 5.0

    Get PDF
    Purpose - The aims to point out the challenges and expectations towards sharia accounting profession on zakat and waqf in facing the industrial revolution.Method - This research used a qualitative approach by systematically explaining various sources of literature.  Result - The results of the research shows that the era of the Industrial Revolution 4.0 and Society 5.0 offers convenience and speed, making people turn into super fast and human-centered. Both professional and sharia accountants need a pattern of self-management on the basic functions of sharia accounting which will, in turn, increase the efficiency and effectiveness of their work and the results can be shown in real-time.Implication - Research implication shows that some companies have developed this because of the support gained from the adequate standardization of financial management processes and standardization information systems architecture and by the demands of the fourth-generation industry proving that crucial competencies are needed for sharia accountants of zakat and waqf.Originality - The research shows that Islamic accountants must understand Indonesian Financial Accounting Standard 109 on Zakat, Infaq and Sadaqah, and Indonesian Financial Accounting Standard 112 on Waqf which is based on information technology in the era of Industrial Revolution 4.0 and Society Era 5.0

    Global citizenship education in school curricula. A Polish perspective

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    The purpose of this study is to present global citizenship education from a Polish perspective. Analyzing the issue, the first part of this paper presents the development of citizenship education, followed by the current status of global citizenship education in Polish schools. In the second part of the study I draw attention to national curricula and other supporting documents published after 1945, to verify whether issues of global citizenship education in Poland are included in the curricula, and if so, what they highlight. I then argue that global citizenship education in Poland is based on a framework of world-centered perspectives within a national context. In this understanding, global citizenship education is aimed at creating citizens who are members of the world community, without giving up their own national identity. The Polish perspective on global citizenship education urges pupils to consider global problems as part of the challenges of their own country, and offers the perception of local and global problems being linked and complementary to each other.The inspiration to write this paper came from the research work I undertook as part of the international Erasmus+ project, ‘Future Youth School Forums’, led by Oxfam UK, funded with the support of the European Commission and the Polish Ministry of Science and Higher Education

    Ten years of MIREX: reflections, challenges and opportunities

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    The Music Information Retrieval Evaluation eXchange (MIREX) has been run annually since 2005, with the October 2014 plenary marking its tenth iteration. By 2013, MIREX has evaluated approximately 2000 individual music information retrieval (MIR) algorithms for a wide range of tasks over 37 different test collections. MIREX has involved researchers from over 29 different contrives with a median of 109 individual participants per year. This pater summarizes the history of MIREX form its earliest planning meeting in 2001 to the present. It reflects upon the administrative, financial, and technological challenges MIREX has faced and describes how those challenges have been surmounted. We propose new funding models, a distributed evaluation framework, and more holistic user experience evaluation tasks-some evolutionary, some revolutionary-for the continued success of MIREX. We hope that this paper will inspire MIR community members to contribute their ideas so MIREX can have many more successful years to come
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