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Monitoring of Prolonged and Asymmetrical Posture to Improve Sitting Behavior

Monitoring of Prolonged and Asymmetrical Posture to Improve ...

引用

2020 international conference on data analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020

作者： Anwary, Arif Reza Vassallo, Michael Bouchachia, Hamid Swansea University Swansea University Medical School Swansea United Kingdom Medicine The Royal Bournemouth Hospital Bournemouth United Kingdom Bournemouth University Professor in Data Science and Intelligent Systems Bournemouth United Kingdom

ISBN: (纸本)9781728196756

Prolonged and asymmetrical sitting has been known to cause severe health problems like musculoskeletal pain, low back pain and spinal deformity. These in turn increase the cost of medical care. If sitting posture could be measured in a user friendly manner it will be possible to take steps to prevent deterioration in the patient's health, reducing the cost of medical care. To meet this goal, we develop and implement a low cost portable automatic sitting posture monitoring system. A pressure sensing system is constructed to measure different sitting postures (active, static or prolonged and asymmetry). The pressure sensors are placed in six different ergonomic locations on a chair. Sitting information is acquired from a healthy office worker for 10 days and stored in a cloud server through Internet of Things (IoT). A smart IoT end point device application is designed and developed to provide real time posture visualization, display daily summary score, customize different thresholds, configure personal notifications and set targets for improving sitting behavior. Experimental results show that high asymmetry is observed in the thigh region comparing with the lower back and shoulder regions. The subject spent 58% time with Excellent, 28% time with Good and 14% time with Poor sitting postures. This posture monitoring system is significantly simplified, making it suitable for office, school and home based assessment and support posture improvement strategies. © 2020 IEEE.

关键词： Internet of things

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Construction of Big data Analysis Platform Based on Semantic Rough Concept Lattice Model

Construction of Big Data Analysis Platform Based on Semantic...

引用

international conference on Applications and Techniques in Cyber Intelligence, ATCI 2019

作者： Xu, Hongsheng Kuang, Guofang Luoyang Normal University Luoyang471934 China Henan Key Laboratory for Big Data Processing and Analytics of Electronic Commerce Luoyang471934 China

ISBN: (纸本)9783030251277

This article first describes in detail big data mining technology based on semantic rough concept lattice model. data mining is facing practical application, even in the face of the same data set. SaaS service platform is mainly responsible for the realization of the function of the service layer, the layer of all business, application of public operation abstract. The external system of the platform is to store the data related to the platform and the data exchange. The paper presents construction of big data analysis platform based on semantic rough concept lattice model. Finally, the experimental results show that the proposed big data analysis method is effective. © 2020, Springer Nature Switzerland AG.

关键词： data mining

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The e-commerce precision marketing strategy in big data environment

The e-commerce precision marketing strategy in big data envi...

引用

international conference on Cyber Security Intelligence and analytics, CSIA 2020

作者： Lin, Junyi Nanning Normal University NanningGuangxi China

The development of e-commerce in China has experienced a period of rapid development. The highly developed internet has made big data as an important foundation for e-commerce. Big data has given a variety of support to precision marketing for e-commerce. E-commerce has high application value and can closely connect the Internet economy with people’s lives. Customers can implement online marketing and services according to different needs. In the process of e-commerce operation and development, continuous adjustment according to the market environment is a necessary operation that e-commerce enterprises need to perform in the context of the data era. This article focuses on the e-commerce precision marketing strategy from the perspective of big data, analyzes and explains the methods and methods that e-commerce precision marketing should adopt from the perspective of big data, and provides the necessary theoretical basis for better Internet economic development. © Springer Nature Switzerland AG 2020.

关键词： Big data

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Application of Big data in Publishing Industry

Application of Big Data in Publishing Industry

引用

international conference on Cyber Security Intelligence and analytics, CSIA 2020

作者： Yi, Fengpeng Beijing Institute of Graphic Communication Beijing China

ISBN: (纸本)9783030433055

The future development of publishing industry is closely related to the application of big data technology. This article analyzes how big data affects operation of various components on publishing industry supply chain. It explores the utilization mode of big data for companies on supply chain of publishing industry. Moreover, we proposes strategies and tactics on how to construct big data system and how to utilize big data in publishing industry. © Springer Nature Switzerland AG 2020.

关键词： Big data

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Evaluation of supply chain analytics maturity level with a hesitant fuzzy MCDM technique

Evaluation of supply chain analytics maturity level with a h...

引用

international conference on intelligent and Fuzzy Systems, INFUS 2019

作者： Büyüközkan, Gülçin Güler, Merve Mukul, Esin Industrial Engineering Department Galatasaray University Ortaköy Istanbul34349 Turkey

ISBN: (纸本)9783030237554

Supply chains become more complex, more extended, more connected and more global every day. The amount of data produced over different stages of the supply chain is significantly increasing, thereby making it difficult for companies to execute their daily works. By big data business analytics (BDBA), companies gain insight and perspective from their data, which allows more informed decisions and provides better strategies. Supply chain analytics (SCA) is the application of BDBA in supply chain management. The definition of the SCA refers to the advanced mathematical techniques applied to discover essential knowledge in supply chain processes. SCA brings various benefits to companies. However, companies need to measure the maturity of their use of SCA. Therefore, in this study, the aim is to present a generic model to help companies determining their SCA maturity levels. The maturity model’s main and sub-factors are determined by a literature review, industry reports, and experts’ opinions. The weights of these factors are calculated by the Hesitant Fuzzy Linguistic Simple Additive Weighting (SAW) technique. Hesitant Fuzzy Linguistic Term Set (HFLTS) technique is used to handle uncertainty and hesitancy in experts’ judgments. Finally, an application is provided to calculate ABC Company’s SCA maturity score, and the future perspectives are presented. © 2020, Springer Nature Switzerland AG.

关键词： Supply chain management

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3rd international conference on smart computing and Informatics, SCI 2018

3rd International Conference on Smart Computing and Informat...

引用

3rd international conference on smart computing and Informatics, SCI 2018

ISBN: (纸本)9789813296893

The proceedings contain 75 papers. The special focus in this conference is on smart computing and Informatics. The topics include: Enterprise of Future: Leveraging Information, Communication and Technology (ICT) and Social Interactions (SI) for Growth;A Socio-economic Study of Entrepreneurial Abilities of Rural and Urban Women in Ranchi District, Jharkhand and Need of ICT for Transforming Their Abilities;digital Modes of Payment: Usage of Plastic Money and Virtual Wallet in India;awareness of Mediclaim Insurance Among the Bank Customers with Special Reference to Ranchi;assessing Global Environmental Sustainability: Second-Order Effect of Information and Communication Technology;cyberspace: A Contemporary Path for Religious Education;The Impact of ICT on Feminism: A Global Phenomenon;tracing the Evolution of Information and Communication Technologies in Cinema;benefit and Risk Factors Influencing Organizations to Migrate from On-Premise to Cloud computing Model of Software Product;an Exploration of Distributed Access Control Mechanism Using BlockChain;ICT and ELT: The Pedagogical Perspective;exploratory Study on Success of Mythological Serials;Leveraging the Benefits of ICT Usage in Teaching of English Language and Literature;geometric Multi-Way Frequent Subgraph Mining Approach to a Single Large database;gideon—An Artificial intelligent Companion;keyBoard-Less Online Shopping for the Visually Impaired Using Natural Language Processing and Face Recognition Mechanism;knowledge Mining for Faculty Appraisal Based on Students Feedback Using Classification Techniques in R;automatic Image Annotation: A Review of Recent Advances and Literature;scrambling and Descrambling of Document Image for data Security in Cloud computing;Machine Learning and Its Implications on Educational data Base (U-DISE).

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smart and HD Bayonet Comprehensively Search System

Smart and HD Bayonet Comprehensively Search System

引用

international conference on Applications and Techniques in Cyber Intelligence, ATCI 2019

作者： Tan, Yixian Shang, Yanfeng The Third Research Institute of Ministry of Public Security BiSheng Road Number 339 Shanghai Pudong China

ISBN: (纸本)9783030251277

In recent years, with the gradual advancement of the construction of monitoring and networking platforms, the availability of massive data has become more and more prominent. Image resources and existing public information systems are not able to send information together, which makes them the isolated information islands. In this paper, a smart and high-definition camera at bayonet comprehensively search system is analyzed and designed. It can detect all the targets which need small or great attention. Once the monitoring system is used, the comprehensive level of public security will be definitely improved. © 2020, Springer Nature Switzerland AG.

关键词： Monitoring

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Arduino based smart and intelligent helmet system for two-wheelers

Arduino based smart and intelligent helmet system for two-wh...

引用

2020 IEEE international conference on Distributed computing, VLSI, Electrical Circuits and Robotics, DISCOVER 2020

作者： Gour, Mahesh S. Druva Kumar, S. Kumara, Pradeep Manjunatha, S. Sunil Kumar, K. Chetan, H. CMR Institute of Technology Dept. of ECE Bengaluru India DSCE Dept. of ECE Bengaluru India VTU centre for PG studies Dept of VLSI design and embedded system Kalaburgi India

ISBN: (纸本)9781728198859

Road accidents are becoming very common in the country. The impact of road accidents can lead to the loss of many lives and can also damage many body parts. This situation becomes more serious if the riders won't wear the helmet which can be prevented by wearing the helmet and can reduce these impacts. While riding the bike, the government made it a mandatory rule to wear the helmet. Using this rule as a base, a smart helmet system is proposed which helps in providing safety to the riders and prevents accidents. The system mainly consists of Arduino Uno as a processor for processing the data, GSM GPS modules for tracking the location and sending a message to authorized numbers, a wiper for wiping the raindrops on the helmet screen, a vibration sensor for alerting, in case the rider meets an accident and alcohol sensors as breath analyzer for the rider. The system will ensure a safe journey for riders and gives a helping hand in case of emergency. The cost of installing the whole system onto the helmet is affordable. © 2020 IEEE.

关键词： Roads and streets

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Iot based smart posture detector 1

引用

1st international conference on Global AI Congress, GAIC 2019

作者： Karanth, Greeshma Pentapati, Niharika Gupta, Shivangi Ravish, Roopa Department of Computer Science and Engineering People’s Education Society University Bengaluru India

ISBN: (数字)9789811521881

ISBN: (纸本)9789811521874

The growing technology in the world is rapidly transforming the way people lead their lives. Industrialization and urbanization have brought an enormous increase in sedentary lifestyle to the modern world. Indulged in technology, people are often found abandoning their good posture and being hunched over for really long hours. Good posture is of utmost importance for leading a healthy lifestyle and it is said that back pain is the third most common reason for people to visit the doctor. Yet, knowingly or unknowingly, people compromise on one of the most essential traits of what makes them human;the ability to walk upright. The aim of this paper is to provide a feasible solution to this problem by presenting a wearable device that recognizes the posture of the person and sends live data on the phone through an app. It records the posture and classifies it as Good, Okay or Bad. It also gives the statistics and overall feedback of how it can be improved. © Springer Nature Singapore Pte Ltd. 2020.

关键词： Internet of things

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Development trends of customer satisfaction in China’s airline industry from 2016 to 2018 based on data analysis

Development trends of customer satisfaction in China’s airl...

引用

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

作者： Jiang, Yawei Cai, Huali Quality Management Branch China National Institute of Standardization Beijing China

ISBN: (纸本)9789811525674

Airline industry plays a significant role in national economic and social development, and it is a common need of the people to enjoy a high-quality airline services while traveling. This paper conducted a nationwide survey of six airlines in China during 2016–2018. The questionnaire has 29 questions, covering six structural variables that related to brand, expectations, quality, price, satisfaction and loyalty, and there were nearly 5000 samples collected after the survey. By analyzing the three-year data, the results revealed that the service quality of China’s airline industry was experienced a continuous improving progress, it was remained in the "relatively satisfied" range. In terms of structural variables, all of them showed a gradual upward tendency. In addition, the customer satisfaction score of the six airline companies in China shows that the service quality in Air China, Sichuan Airlines and Eastern Airlines has been increasing year by year. © Springer Nature Singapore Pte Ltd. 2020.

关键词： Customer satisfaction

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