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Thoughts of Artificial Intelligence Enhanced smart Community Management

Thoughts of Artificial Intelligence Enhanced Smart Community...

引用

international conference on data Processing Techniques and Applications for Cyber-Physical Systems, DPTA 2019

作者： Zhou, Xiaofang Han, Xin Wang, Weili The Third Research Institute of Ministry of Public Security Shanghai China Shanghai Institute of Disaster Prevention and Relief Tongji University Shanghai China Logistics Research Center Shanghai Maritime University Shanghai China

ISBN: (纸本)9789811514678

The process of community management faces the challenges of diversified population composition, diversified management needs, and personalized service models. To solve the above-mentioned problem, we need to use artificial intelligence to enhance smart community management, using artificial intelligence, digital hygiene, big data and other technologies. The paper discusses thoughts of artificial intelligence and smart community integrated management. The authors introduce the concept of digital twin communities, and propose the artificial intelligence enhanced smart community management platform. The application and service models analyzation illustrate that artificial intelligence enhances smart community with security, acquisition and happiness. © 2020, Springer Nature Singapore Pte Ltd.

关键词： Edge computing

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Discussion on Computer Network Security Under the Background of Big data

Discussion on Computer Network Security Under the Background...

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international conference on Cyber Security Intelligence and analytics, CSIA 2020

作者： Jiang, Haiyan Fuzhou University of International Studies and Trade Fuzhou350202 China

ISBN: (纸本)9783030433055

The rapid development of science and technology is gradually changing people’s lifestyles, not only bringing about changes in behavior habits, but also changing and innovating their thinking patterns, which has had a tremendous impact on people’s social life. However, the era of big data brings not only huge opportunities but also severe challenges to computer network security. This article starts with the potential security risks of the network in the context of the big data era, such as the lack of awareness of network security, the harm caused by hacking attacks, the harm caused by virus intrusions, the hidden dangers caused by computer network system vulnerabilities, and other security risks. Analyze the precautionary measures of computer network security. © Springer Nature Switzerland AG 2020.

关键词： Network security

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The Computer Information Technology Application of Big data Era in Urban Planning and Design

The Computer Information Technology Application of Big Data ...

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international conference on Cyber Security Intelligence and analytics, CSIA 2020

作者： Liu, Tao College of Architecture and Urban Planning Tongji University Shanghai China

ISBN: (纸本)9783030433055

Social science and technology have developed rapidly in the 21st century, and the era of network information based on computers, networks, and various scientific and technological means has developed rapidly. With the increasing requirements of social development, all parts of urban construction are also closely connected with modern network information technology. Especially from the general application of modern Internet of Things, cloud computing and various types of information sensing equipment, the data requirements of urban planning are becoming more and more strict, and at the same time, these accurate and valuable data also provide future urban planning. Important material. This paper analyzes the information capacity and characteristics in the era of big data, and provides the application method of Auto CAD drawing technology, the application method of GIS geographic information technology and the application suggestions of Network technology for the information technology development direction in urban planning and design. © Springer Nature Switzerland AG 2020.

关键词： Big data

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Influence of "Corpus data Driven Learning + Learning Driven data" Mode on ESP Writing Under the Background of Artificial Intelligence

Influence of "Corpus Data Driven Learning + Learning Driven ...

引用

international conference on Application of intelligent Systems in Multi-modal Information analytics, MMIA 2020

作者： Su, Zheqian Liu, Miao Jiang, Man Shang, Yongwei Foreign Language Department Changchun University of Chinese Medicine Changchun China Planning and Finance Division Changchun University of Chinese Medicine Changchun China Health Management Department Changchun University of Chinese Medicine Changchun China

ISBN: (纸本)9783030514303

Objective: at present, in the actual process of foreign language teaching, there are still some deficiencies in the language materials and the knowledge of language analysis. The research aims to better stimulate the academic paper writing of college students of Traditional Chinese Medicine (TCM) by constructing the model of "Corpus data Driven Learning (C-DDL) + Learning Driven data (LDD)". Methods: The junior students (n = 80) in one university of TCM were divided into experimental group (n = 40) and control group (n = 40). After the no difference comparison, the educational experiment was carried out 12 times in 3 months. In the experimental group, the Chinese-English Parallel Corpus of TCM created by Hyconc software and the artificial intelligence network evaluation system were used, while the control group was taught by traditional style. The research tool is the ESP Writing Ability Scale of TCM. Results: in the five dimensions of word accuracy, sentence structure, text structure, writing efficacy and writing motivation, the post test of the experimental group and the control group were significantly better than the pre test (p 0.05). Conclusion: through the "Corpus data Driven Learning (C-DDL) + Learning Driven data (LDD)" mode, students gradually adapt to the beginning of independent language mining and exploration. In the process of academic language processing, construction, transformation and experiment of TCM English, it can make language knowledge more systematic and academic. © 2021, Springer Nature Switzerland AG.

关键词： Students

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A Novel smart Grid Model for Efficient Resources 4th

A Novel Smart Grid Model for Efficient Resources

引用

4th international conference on intelligent, Interactive Systems and Applications, IISA2019

作者： Xu, Aidong Hou, Wenjin Zhang, Yunan Jiang, Yixin Lei, Wenxin Wen, Hong EPRI China Southern Power Grid Co. Ltd. Guangzhou China National Key Lab of Communication University of Electronic Science and Technology of China Chengdu China

ISBN: (纸本)9783030343866

It is a key issue to efficiently manage resources in the smart grid (SG) network that is a dynamic distributed grid, in which the production, storage and users of electricity will work together under specific control. Therefore, in such network an important challenge is how to achieve unified control of distributed equipment on coordinating generators and users distributed in different geographical locations. This paper proposes an innovation model that is the edge computing nodes can be used to collect, compute, and store data while the edge computing nodes are being connected via peer-to-peer. By this way, the peered edge devices can communicate with each other after data processing. The experimental results of the proposed model show that there is a significant improvement to energy resources management due to the abilities of real time control. As results, the economic cost is decreased while the utilization of renewable energy is increased. © 2020, Springer Nature Switzerland AG.

关键词： smart power grids

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Safety management of assembled construction site based on internet of things technology

Safety management of assembled construction site based on in...

引用

1st international conference on Big data analytics for Cyber-Physical System in smart City, BDCPS 2019

作者： Li, Shanshan Chongqing Real Estate College Chongqing China

ISBN: (纸本)9789811525674

As a new production method, assembled construction has many advantages such as high construction efficiency, short construction period, low labor cost and low energy consumption. It has attracted extensive attention from scholars at home and abroad. In the safety management of fabricated building construction, the links of major safety hazards mainly include seven parts of assembled component shipment, on-site storage, hoisting operation, temporary support system, frontier high-level operation protection, temporary power consumption, safety education and training. There have been many problems, and it has been difficult to meet the needs of large dataset and real time. Because radio frequency identification (RFID) technology has data non-contact reading, no manual intervention, not limited to line of sight, simultaneous reading and writing of multiple radio frequency tags, long-distance recognition, fast and accurate data acquisition and input, etc. This provides a new solution to solve existing tracking problems. Through actual research, the experimental results of the dynamic reading, multi-label simultaneous reading, and pasting of different positions in the actual application of electronic tags were tested and analyzed. © Springer Nature Singapore Pte Ltd. 2020.

关键词： data acquisition

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Strategies and Challenges in Big data: A Short Review 18th

Strategies and Challenges in Big Data: A Short Review

引用

Joint conferences on 18th international conference on intelligent Systems Design and Applications, ISDA 2018 and 10th World Congress on Nature and Biologically Inspired computing , NaBIC 2018

作者： Santhosh Kumar, D.K. D‘Mello, Demian Antony Department of Computer Science and Engineering Canara Engineering College Mangalore VTU Belagavi India

ISBN: (纸本)9783030166595

The Big data is the new trending technology in the field of research in recent years and is not only big in size, but also generated at brisk rate and variety, which endeavors the research upsurge in multidisciplinary fields like Government, Healthcare and business performance applications. Due to the key features (Volume, Velocity, and Variety) of Big data it’s difficult to store and analyse with conventional tools and techniques. It acquaints unique challenges in scalability, storage, computational complexity, analytical, statistical correlation and security issues. Hence we describe the salient features of big data and how these affects the storage technologies and analytical techniques. We then present the taxonomy of Big data sub-domains and discuss the different datasets based on data characteristics, privacy concern, and domain and application knowledge. Furthermore, we also explore research issues and challenges in big data storage technologies, privacy of data and data analytics. © 2020, Springer Nature Switzerland AG.

关键词： Big data

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Construction of the Integrated Network Service Platform for smart City Community Home Care Under the Background of "Internet+"

Construction of the Integrated Network Service Platform for ...

引用

international conference on data Processing Techniques and Applications for Cyber-Physical Systems, DPTA 2019

作者： Sui, Yinghong Wenjing College Yantai University YantaiShandong264005 China

ISBN: (纸本)9789811514678

"Filial piety is the most important of all virtues" is a traditional virtue of our country. Today, with the aging of our population becoming more and more serious, the intelligent home-based pension service platform can provide a more comfortable, safe and healthy living environment for the elderly, and help them spend their old age safely. Aiming at the potential safety hazards and the living needs of the elderly at home, this paper designs a set of the intelligent home care service platform based on the related technology of the Internet of Things. It extracts the eigenvalues of the original data and sends them to the remote server by means of the multi-sensor information fusion through the intelligent terminal device. It processes the data on the server side accordingly, realizes the remote monitoring and care of the elderly, and finally realizes the purpose of the intelligent home-based pension. © 2020, Springer Nature Singapore Pte Ltd.

关键词： smart city

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The effective transformation path of scientific research achievements in applied universities based on the data warehouse

The effective transformation path of scientific research ach...

引用

1st international conference on Big data analytics for Cyber-Physical System in smart City, BDCPS 2019

作者： Sun, Jinli Zhengzhou University of Science and Technology Zhengzhou450064 China

ISBN: (纸本)9789811525674

Compared with traditional universities, one of the more obvious characteristics of applied universities is that they pay attention to the production of applied knowledge and the promotion of the transformation of achievements so as to highlight their unique advantages in serving the society. The institutional reform in universities with the subject adjustment as the breakthrough point is the second strategic step for application-oriented universities to promote the transformation of their achievements. Building a platform for the cooperation between "government, industry, education and research" is the organizational guarantee for application-oriented universities to achieve the transformation of their achievements, and recruit the teachers with academic application value recognition from the development strategy height, and ultimately achieve the pragmatism culture of running a university for practical use of application-oriented universities. The simulation study of the effective transformation path of scientific research achievements in applied universities based on the data warehouse has brought into full play the application advantages of the modern science and technology, and better promoted the application-oriented universities to transform their own scientific research achievements into comprehensive advantages in a timely manner. © Springer Nature Singapore Pte Ltd. 2020.

关键词： data warehouses

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Integrated Development of Collaborative Mobile Robots and WSNs Supported by Cloud Service 6

Integrated Development of Collaborative Mobile Robots and WS...

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6th international conference on Mechatronics and Robotics Engineering

作者： Chimsom, Chukwuemeka, I Habib, Maki K. Amer Univ Cairo Robot Control & Smart Syst RCSS Cairo Egypt

ISBN: (纸本)9781728157405;9781728157399

The integration of multiple mobile robots and WSNs in forming a collaborative system working in large operational environments has many benefits such as perception and coverage extension that facilitate wider exploration and surveillance area, efficiency in data routing, effective and reliable task environment management, etc. In this paper, a collaborative framework that integrates multiple mobile robots and WSNs, with cloud computing services is presented. The WSNs are comprised of zone sensor nodes (ZSNs) distributed at the zone level that collectively represents the operational task environment and a mobile robot assigned to each of these zones with the ability to navigate around the zone and equipped with mobile sensor node (MSN). Events detected by the ZSNs are routed through each zone's mobile robot to a base station (BS) while it navigates to the location of ZSN detecting the event using A* star path planning algorithm. At the BS, the events' data are visualized on graphic user interfaces and also uploaded to the ThingSpeak cloud platform for storage and analytics. The Simulation results show effective event detection, classification, visualization with the support of cloud analytics as a service.

关键词： mobile robots WSNs cloud service collaborative systems systems simulation

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