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Machine Learning-based Pipeline for Enterprise Cross-department Conflict data Management 4

Machine Learning-based Pipeline for Enterprise Cross-departm...

引用

4th international conference on computing and Big data, ICCBD 2021

作者： Chen, Jiayi Hu, Zhiguang Bai, Mei STATE GRID CREDIT CO. LTD China

ISBN: (纸本)9781450387194

smart enterprise community manifests an ecosystem that seamlessly deeply integrates information technology and business modernization. Enterprise intelligent system is an important anchor point for the development of business intelligence and informatization, in which confict data management is one of the central issues. Conffict data affects user behavior evaluation, data security, and service quality improvement, which dictates the user favorability and affect the service e?ectiveness. However, trust data management in existing intelligent systems faces a number of barriers and bottlenecks from the perspectives of cross- department data integration, information sharing and business collaboration. In this work, we outline a hierarchical architecture and defne necessary requirements in enterprise con?ict data management system, and formally describe the concept of con?ict data and its salient features in enterprise community. We present a feasible layered framework and highlight the key enabling technologies in a machine learningbased pipeline. © 2021 Association for computing Machinery. All rights reserved.

关键词： Information management

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Modeling of a system for intelligent animal husbandry 7

Modeling of a system for intelligent animal husbandry

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7th international conference on Big data, Knowledge and Control Systems Engineering, BdKCSE 2021

作者： Valchev, Evgeni Malinov, Pencho Glushkova, Todorka Nikolov, Vasil Doukovska, Lyubka Monov, Vladimir Plovdiv University 'Paisii Hilendarski' Faculty of Mathematics and Informatics Plovdiv Bulgaria Agricultural University Faculty of Agronomy Department of Animal Sciences Plovdiv Bulgaria Bulgarian Academy of Sciences Institute of Information and Communication Technologies Sofia Bulgaria

ISBN: (纸本)9781665410427

Modern realities and the rapid development of digital technologies in the era of Industry 4.0 bring to the fore the task of developing intelligent systems for precision agriculture. Grazing livestock has proven its importance in obtaining biologically clean food products in an ecologically clean environment. The report examines the possibilities for developing an intelligent environment for grazing cows, presents the main directions of work on the implementation of such a system and shares the results obtained so far from the application of the developed prototype. © 2021 IEEE.

关键词： Sensor networks

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intelligent Urban Rail Transit Based on Big data Analysis and Application 2

Intelligent Urban Rail Transit Based on Big Data Analysis an...

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2nd international conference on computing and data Science, CONF-CDS 2021

作者： Sun, Wei Southampton International College Dalian Polytechnic University Dalian China

It is an intelligent information system developed in recent years to manage and control the traffic system with modern and intelligent technology. It plays an important role in alleviating traffic congestion, reducing traffic accidents and reducing energy consumption. This paper mainly studies the smart urban rail transit based on big data analysis and application. According to the characteristics of complex spatial correlation and time dependence of passenger flow, a deep learning model-temporal attention network is proposed, and multi-input multi-output multi-step forecasting strategy is used to solve the problem of error accumulation in long-term forecasting of passenger flow. Experimental results show that the prediction performance of our method in each time step is better than the traditional linear model, machine learning model and deep learning model, and the error is reduced by 7%-9% compared with the benchmark model. Moreover, the multi-input multi-output multi-step prediction strategy can effectively reduce the error accumulation of the traditional iteration strategy. © Published under licence by IOP Publishing Ltd.

关键词： Big data

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intelligent Development of Urban Housing

Intelligent Development of Urban Housing

引用

international conference on Machine Learning and Big data analytics for IoT Security and Privacy, SPIoT 2020

作者： Wang, Tingyong Zhu, Yuweng Zhang, Fengjuan Zhao, Wei Strategic Research Center for Rural Revitalization in Ethnic Areas Qiannan Normal University for Nationalities Duyun China

ISBN: (纸本)9783030627454

The urban housing intelligence relying too heavily on the Internet with low security, and a disorderly market seeing false propaganda of some products with low compatibility, insufficient practicality and comprehensiveness is found based on the analysis and prospect of the definition, composition, current status and problems of urban housing intelligence. Given that, these situations can be addressed by strengthening algorithms and firewalls, offering in-person experience and careful thinking by consumers, establishing a unified technical standard with focus on scientific development. Finally, it is concluded that housing intelligence is the inexorable trend of social development, which will gradually integrate into and change people’s lifestyle. © 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Housing

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A Feasibility Study of Service Level Agreement Compliance for Start-Ups in Cloud computing 4th

A Feasibility Study of Service Level Agreement Compliance fo...

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4th international conference on data Management, analytics and Innovation, ICDMAI 2020

作者： Lavanya Suja, T. Booba, B. Research Scholar VISTAS Vel’s University Chennai India Department of CSE VISTAS Vel’s University Chennai India

ISBN: (纸本)9789811556159

Cloud computing is an emerging field where the contributions from industry and academia add value to it. In recent years, cloud start-ups have become common and their revenue has been increasing many folds taking them to next level in business. Profits generated by start-ups and ease of doing business have welcomed more business avenues into cloud. As start-ups play a notable role in cloud business, it has become essential to analyze their business and the factors driving them. While analyzing, the factors like SLA and virtual machine migrations come into picture. This paper is dedicated for the detailed analysis on those and try to bring a better understanding on virtual machine migration algorithm with respect to cloud start-ups. © 2021, Springer Nature Singapore Pte Ltd.

关键词： Cloud computing

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intelligent system of smart city construction planning: From data mining to data perception 4

Intelligent system of smart city construction planning: From...

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4th international conference on IoT in Social, Mobile, analytics and Cloud, ISMAC 2020

作者： Li, Renbo Co. Ltd. Chongqing400000 China

ISBN: (纸本)9781728154640

intelligent system of the smart city construction planning from data mining to data perception is studied in this paper. In the new smart city system, the smart sharing infrastructure is both the nerve ending of the Internet of Things perception and the entrance of the smart application experience. Refined social benefits, through informational and concrete display methods, the concept of smart city planning and design and construction achievements will be shown to external visitors. As a new business development card, it will fully demonstrate the city's overall positioning and construction achievements, attract corporate investment, and show the city's style. For the data processing the smart cities, the listed novelty is proposed. OMP algorithm is then required to reconstruct the data processing and algorithm improvements, the optimization is considered and the fuzzy clustering to process the complex data. The experiment results have proven its effectiveness. © 2020 IEEE.

关键词： data mining

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The Intercultural Communication Ability of Hanban Teachers Based on Artificial Intelligence and Big data 2nd

The Intercultural Communication Ability of Hanban Teachers B...

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2nd Big data analytics for Cyber-Physical System in smart City, BDCPS 2020

作者： Chen, Dongping Yunnan Technology and Business University 10 Jinguan Road Songming city Kunming China

ISBN: (纸本)9789813345737

With the deepening of economic globalization and China's "One Belt And One Road" initiative, cross-cultural communication among countries is increasingly frequent. Many countries and regions have listed Chinese as a strategic language. The main goal of international Chinese culture teaching in the new century is to cultivate learners' intercultural sensitivity and positive attitude towards different cultures in the world. The purpose of this paper is to provide better analytical Suggestions for cross-cultural communication by studying the cross-cultural communication competence of Hanban teachers based on artificial intelligence and big data. Grind Gui under the framework of narrative inquiry, the quantitative and qualitative combined with hybrid research Gui method, through the form of a questionnaire survey in four countries worked 52 international Chinese teacher, tried to improve them in the real Chinese culture teaching in cross-cultural awareness and cross-cultural teaching empirical research, practice, according to the results in the survey of culture teaching self-scores is around 3.5, still need further training on their intercultural communication ability. © 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Big data

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Research on the Security Risks and the Preventive Strategies of Android smart-Phones

Research on the Security Risks and the Preventive Strategies...

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international conference on Cyber Security Intelligence and analytics (CSIA)

作者： Wang, Zhenduo Bian, Qian Tian, Xinzhi Xian Siyuan Univ Xian 710038 Shaanxi Peoples R China

ISBN: (纸本)9783030152352;9783030152345

With the advent of the era of the mobile Internet, Android smart phones have been widely used because of their powerful information processing abilities and convenient and fast characteristics. However, Android smart phones not only bring great convenience to people, but also face various security risks. Android smart phones store the address books and account passwords in the mobile phones. Once the important information is lost or leaked by the virus, the consequences are unthinkable. Based on the comprehensive analysis and study of various security risks faced by the Android smart phones, the corresponding preventive measures are put forward in order to ensure the security of the Android smart phones to some extent.

关键词： Android system Android smart-phone Security risk Preventive mechanism Application strategy

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Research and Implementation of intelligent Tourism Guide System Based on Cloud computing Platform

Research and Implementation of Intelligent Tourism Guide Sys...

引用

international conference on Machine Learning and Big data analytics for IoT Security and Privacy, SPIoT 2020

作者： Yan, Xu Juan, Zhao Shandong Institute of Commerce and Technology Jinan250103 China

ISBN: (纸本)9783030627454

The rapid development of tourism industry will be accompanied by a large number of tourism data and information, and the development of tourism information system in different regions is unbalanced, and tourism information is basically not shared, so it is inevitable to adopt cloud computing technology to support the tourism system. This paper collects and analyzes the cases of cloud computing technology used in tourism industry at home and abroad, combined with its advantages and disadvantages, uses the idea of SOA to model services and data, and then puts forward the architecture of tourism cloud services. According to the characteristics of tourism business, the system construction of tourism cloud platform is divided into three parts: Tourism private cloud, tourism exclusive cloud and tourism public cloud. And the tourism private cloud platform for specific planning and design. In view of the rapid growth of tourism data, this paper also proposes a recommendation algorithm based on the information of tourists and scenic spots, which combines the collaborative filtering algorithm based on users and the information recommendation algorithm based on geographical location, so as to push more accurate information to tourists. Finally, due to the increasing number of free travelers, this paper develops an intelligent navigation system based on Android Application on the basis of cloud platform. The system mainly includes three service modules: scenic spot information service, tourists can query the basic information of scenic spots, tour group information, etc.;tour guide service, tourists can query the route, GPS Location, nearby search, weather forecast, etc.;tour strategy service, tourists can query the strategy of scenic spots, upload and release the strategy, and view and download offline maps. Through demand analysis and design, the intelligent Tourism guidance system based on cloud computing platform is realized, which not only reduces the pressure of processin

关键词： Global positioning system

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MARVEL: Multimodal Extreme Scale data analytics for smart Cities Environments 4

MARVEL: Multimodal Extreme Scale Data Analytics for Smart Ci...

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4th international Balkan conference on Communications and Networking, BalkanCom 2021

作者： Bajovic, Dragana Bakhtiarnia, Arian Bravos, George Brutti, Alessio Burkhardt, Felix Cauchi, Daniel Chazapis, Antony Cianco, Claire Dall'Asen, Nicola Delic, Vlado Dimou, Christos Djokic, Djordje Escobar-Molero, Antonio Esterle, Lukas Eyben, Florian Farella, Elisabetta Festi, Thomas Geromitsos, Artemios Giakoumakis, Giannis Hatzivasilis, George Ioannidis, Sotiris Iosifidis, Alexandros Kallipolitou, Theodora Kalogiannis, Grigorios Kiousi, Akrivi Kopanaki, Despina Marazakis, Manolis Markopoulou, Stella Muscat, Adrian Paissan, Francesco Lobo, Tomas Pariente Pavlovic, Dusan Raptis, Theofanis P. Ricci, Elisa Saez, Borja Sahito, Farhan Scerri, Kenneth Schuller, Bjorn Simic, Nikola Spanoudakis, George Tomasi, Alex Triantafyllopoulos, Andreas Valerio, Lorenzo Villazan, Javier Wang, Yiming Xuereb, Andre Zammit, Johan University of Novi Sad Faculty of Technical Sciences Serbia Aarhus University ECE Denmark ITML Greece Fondazione Bruno Kessler Italy AudEERING GmbH Germany Greenroads Ltd Malta FORTH-ICS Greece Privanova France Infineon Technologies AG Germany Municipality of Trento Italy INTRASOFT Greece Sphynx Technology Solutions AG Switzerland Technical University of Crete Greece ZELUS Greece University of Malta Malta Atos Spain SA Spain IIT-CNR Italy EIHW University of Augsburg Germany University of Trento Italy

ISBN: (纸本)9781665402583

A smart City based on data acquisition, handling and intelligent analysis requires efficient design and implementation of the respective AI technologies and the underlying infrastructure for seamlessly analyzing the large amounts of data in real-time. The EU project MARVEL will research solutions that can improve the integration of multiple data sources in a smart City environment for harnessing the advantages rooted in multimodal perception of the surrounding environment. © 2021 IEEE.

关键词： smart city

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