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BDSIC '21: Proceedings of the 2021 3rd International Conference on Big-data Service and Intelligent Computation
ACM2021 Proceeding
Publisher:
  • Association for Computing Machinery
  • New York
  • NY
  • United States
Conference:
BDSIC 2021: 2021 3rd International Conference on Big-data Service and Intelligent Computation Xiamen China November 19 - 21, 2021
ISBN:
978-1-4503-9055-2
Published:
27 January 2022

Bibliometrics
Abstract

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SESSION: Session I - Advanced Information Theory and Technology
research-article
An Empirical Study on the Influencing Factors of Carbon Emissions in Rural Areas of Pingdingshan Based on the Improved STIRPAT Model

Studying the impact of regional socioeconomic factors on carbon emissions is the scientific basis and basic guarantee for formulating, implementing and evaluating regional carbon emission reduction strategies. First, stepwise regression was used to ...

research-article
An Emergency Response System Based on Mobile Network User Positioning

In this paper, traditional mobile user positioning methods are introduced. Then a method based on MR, XDR and other data of mobile network is proposed, which utilizes LightGBM machine learning algorithm to accurately locate mobile users. An evaluation ...

research-article
Reversible Data Hiding in Encrypted Images Based on Chinese Remainder Theorem and Secret Sharing Mechanism

Secret sharing refers to a method for dividing a secret into several shares and distributing them among a series of participants. When enough shares are received, the secret can be reconstructed without information loss. This paper proposes a new method ...

research-article
Automatic Smart Device Identification Based on Web Fingerprint and Neural Network

Cyberspace smart devices refer to the general term for devices that can connect to the Internet and have data processing functions. With the development of the Internet of Things technology, new smart devices such as webcams have brought convenience to ...

SESSION: Session II - Intelligent Calculation and Algorithm
research-article
xDeepFIG: An eXtreme Deep Model with Feature Interactions and Generation for CTR Prediction

In this paper, we propose an eXtreme deep model with feature interactions and generation for CTR prediction, called xDeepFIG. The feature generation module fully leverages some advantages of convolutional neural network (CNN) to generate new local and ...

research-article
Open Access
Machine Learning-Powered Mobile App for Predicting Used Car Prices

Buying and selling used cars is a common practice in all countries. When looking to sell a car, the seller decides the price of their car after monitoring the prices of similar cars in the advertisements. When someone is looking to buy a car, they watch ...

research-article
Research on Key Algorithms of Intelligent Recommendation System for Retired soldiers’ Employment Training

In view of the problem that retired soldiers are faced with the choice of hundreds of industries and tens of thousands of positions in the society and can't accurately select appropriate training, based on the analysis of the current recommendation ...

research-article
Research on Intelligent Monitoring and Maintenance of Civil Air Defense Alarm System Based on Internet of Things

The fourth industrial revolution represented by the new generation of digital technology has fully penetrated into all areas of the economy and society, leading the rapid changes in production methods and business management models. Aiming at the ...

research-article
Research on Strategic Decision-making of Government, Medical Institutions and Patients in Dual-referral System Based on Multi-party Evolutionary Game

Background: Dual referral is an important breakthrough for guiding patients in seeking medical treatment and efficiently allocating resources. However, the conflict of interest among the parties involved has caused the current dual-referral system to ...

SESSION: Session III - Big Data Science and Data Analysis
research-article
Study on the Interactive Relationship between Electric Power and Economy in Henan Province Based on Simultaneous Equation Model

Power data is usually regarded as the "barometer" of macro-economy, which has a strong correlation with the operation of national basic industries and people's livelihood. Through the detailed analysis of the economic operation law and power consumption ...

research-article
US Army Big Data Military Applications and Reflections

In response to the hot issues of big data development strategy, research direction, and operational application in the military field, based on the systematic summary of the US military's big data research and development history, research and ...

research-article
Can the Social Economy have an Impact on Carbon Emissions?: Regression based on panel data of prefecture-level cities in Henan Province

In order to meet China's strategy of achieving carbon peak and neutrality goals under the premise of sustained economic growth, it is an indispensable part to explore which socioeconomic factors will affect the regional carbon emissions, and how much do ...

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