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ISBDAI '22: Proceedings of the 2022 3rd International Symposium on Big Data and Artificial Intelligence
ACM2022 Proceeding
Publisher:
  • Association for Computing Machinery
  • New York
  • NY
  • United States
Conference:
ISBDAI 2022: 2022 3rd International Symposium on Big Data and Artificial Intelligence Singapore Singapore December 9 - 10, 2022
ISBN:
978-1-4503-9688-2
Published:
26 June 2023

Bibliometrics
Abstract

No abstract available.

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research-article
Research on Citizenization of the New Generation of Migrant Workers from the Perspective of Employment Policy Based on Grounded theory and DEA model

Due to the continuous deepening impact of the COVID-19 pandemic on the global economy and the exacerbation of the "triple overlapping" situation in China, there has been a significant increase in employment pressure and dynamic changes in a considerable ...

research-article
Study of optimal site selection for brand promotion based on simulated annealing and genetic algorithms

This article introduces the application of the simulated annealing algorithm (SA) in solving brand promotion problems. The goal of the brand promotion problem is to find a path that minimizes the distance through all cities. We use the SA algorithm to ...

research-article
Open Access
The Impact of Precise Poverty Alleviation Policies on the Vulnerability of Farm Households to Poverty: Research Based on Micro Big Data

Based on the China Household Tracking Survey 4-period tracking data from 2012-2018, this paper measures the poverty vulnerability of Chinese farm households using the VEP method, and then constructs driving variables as proxy variables for precise ...

research-article
Research on the Construction of E-learning Information Ecosystem Based on Explanatory Structural Model

The online learning information ecosystem gives full play to the advantages of electronic education, makes full use of educational resources, and maximizes the value of educational resources. In this paper, from the four dimensions of educators, ...

research-article
Study on the spatial distribution of Economy Hotels in Wuhan based on Kernel Density Estimatio

The spatial layout of the hotel industry directly affects the location of the new hotels, and also profoundly affects the market competition among hotels. In order to optimize the spatial layout of the economy in Wuhan and avoid the excessive ...

research-article
Efficiency evaluation of cultural tourism industry based on DEA method

In order to study the utilization efficiency of cultural tourism resources in China, this paper takes 31 provinces in mainland China as the research object, selects relevant data in 2019, and makes empirical analysis with DEA model. The research results ...

research-article
Financial data processing and forecasting model analysis based on neural network

Financial data is the key to the survival of an enterprise. The analysis of these financial data can not only see the company's own competitive advantages, but also can see the position of the company in the same industry, which can make it easier for ...

research-article
Analysis of the Integration and Development of the Tea-tourism Industry based on Entropy Weight Method and Coupling Coordination Degree Model

Taking 18 major tea-producing provinces in China as examples, based on the cross-section data of 2019, entropy weight method and coupling coordination degree model were used to study the integrated development level of tea-tourism industry. The results ...

research-article
The level measurement of cultural and tourism integration of tourism cities in Hubei Province based on coupling coordination degree

Under the background that Chinese governments at all levels promote the integrated development of culture and tourism, this paper applies the coupled coordination degree model, By processing the data of the number of museums, public libraries, mass art ...

research-article
Study on the Impact of Digital Payment on Consumption of Rural Residents in Hubei Province Based on Panel Data Model

With the development of cloud computing, big data, Internet of Things, mobile Internet, artificial intelligence and other new generation information technology, digital payment methods are increasingly widely used. At the same time, the flourishing of ...

research-article
Analysis on the Operation Capability of Tourism Listed Companies Based on Big Data Mining

With the method of big data mining, this research makes a comparative analysis on the operation capability of tourism listed companies, and analyzes the impact of Covid-19 on the operation ability of tourism listed companies. The conclusion of the ...

research-article
Research on Economic Growth Target and Operating Efficiency of Listed Tourism Companies based on Multiple Regression Model and Threshold Effect Model

This paper selects the panel data of 22 listed tourism companies from 2007 to 2020 as the research sample, uses the random frontier analysis to calculate the operating efficiency of listed tourism companies, and analyzes the relationship between the ...

research-article
Security authentication scheme of smart home based on BFP

With the application of Internet of things technology, smart home is gradually changing people's lifestyle. However, IoT devices are vulnerable to attacks that leak user privacy, it leads to some security issues. In this paper, a BFP authentication ...

research-article
An Effective Software Vulnerability Detection Method Based On Devised Deep-Learning Model To Fix The Vague Separation

SVD(Software Vulnerability Detection) methods based on automated deep learning is critical in software safety, they are designable and promising. Several function-level deep-learning SVD methods achieve an accuracy of up to 0.97 on open-source C/C++ ...

research-article
ResNet Small Target Detection Algorithm Based on Deep Separable Sonvolution

Abstract: Because of the poor effect of traditional small target detection, by analyzing the characteristics of small targets, taking RESNET of deep separable convolution as the feature extraction network, a small target detection algorithm based on ...

research-article
Research on Chromatography Economic Analysis Method Based on MICCOR Algorithm

As a separation and analysis technique, chromatography is widely used due to its high separation efficiency, fast speed, and high sensitivity. However, in practical applications, the characteristic variables are interrelated, and single, non-...

research-article
Research on Digital Campus Construction Based on SOA Service Architecture

The construction of educational informatization improves the comprehensive competitiveness, academic status and school-running level of colleges and universities. Information technology has also become the main driving force for colleges and ...

research-article
Research on Tourism Resource Development Model Based on GEM

Tourism is an important part of the service industry. This paper takes a certain tourist attraction as the guide to conduct a comprehensive analysis of the relevant local tourism industry clusters, especially for in-depth discussions on the ...

research-article
Analysis and Research on the Related Modes of Collaborative Optimization and Deep Fusion Based on Grey Fuzzy Theory

Collaborative optimization and deep integration are the key tasks of the current college education reform. It is difficult to quantitatively analyze the fusion process and the advantages and disadvantages of the methods. This paper adopts the gray fuzzy ...

research-article
Research and Analysis of Post Information Matching and Data Mining Technology Based on BP Neural Network

With the continuous development of Internet technology, more and more companies have begun to use recruitment websites to publish recruitment information, which contains a large number of job requirements and job seeker information. How to efficiently ...

research-article
Research on User Churn Warning based on Machine Learning

In the current competitive communication industry, how to avoid user churn has become an important issue for enterprises. The development of big data technology has provided a new way for communication companies to predict subscriber churn. This paper ...

research-article
Based on Panel Logistic model about Early warning of financial distress of listed companies in automobile industry

In recent years, listed companies in general have poor risk management, the proportion of listed companies affected by the Chinese financial crisis is growing, resulting in a large number of bad debts. Thus, it is worthwhile to establish an early ...

research-article
Analysis of Coupling Factors of Work Embeddedness Based on Intelligent Fuzzy Neural Network Algorithm

Does female employee whose job embeddedness is high proactively perform voice behavior which is potentially risky? This paper proposes an intelligent fuzzy neural network algorithm, which uses the memory characteristics of the neural network to ...

research-article
Research and Analysis on the Evaluation of University Fusion System Based on Dynamic Group Strategy Teaching Optimization Algorithm

Dynamic group strategy teaching optimization algorithm can simulate the natural evolution process to find the optimal teaching mix. This study uses the algorithm to constantly iterate the process characteristics to generate a new teaching strategy mix, ...

research-article
Research on the information design of assembly structure based on BIM technology

Within the field of assembly building, the degree of automation and intelligent creation of BIM models of prefabricated component systems is not high, coupled with the fact that data sources are not well transferred from the design phase on assembly ...

research-article
Research on Intelligent Scheduling of Foreign Flight Attendants' busy time Based on Parallel Genetic Algorithm

The current intelligent scheduling method of foreign service staff based on intelligent optimization algorithm realizes the scheduling of staff by individual coding, which leads to the low stability of the algorithm because the constraints and ...

research-article
A study of emotional interaction decision making in human-computer interaction based on the concept of emotional cognitive evaluation

As science and technology continue to advance, there is a growing desire for computers to gradually begin to replace humans in some complex tasks, as well as for them to have more human-like functions. As a result, the modern field of artificial ...

research-article
Comparative Study on Key Characteristics of Shared Accommodation Based on LDA Model

The differences in perceptions of shared accommodation among tourists from different cultural backgrounds are yet to be explored. This paper uses 235,000 reviews of Airbnb accommodation experiences of Chinese and foreign visitors to Hong Kong as ...

research-article
Research Hotspots and Visual Analysis of Rural China Based on TF-IDF Algorithm

In the era of network information, visualization analysis of data flow is an effective and common means at present. Visualization analysis of data flow is adopted in all walks of life to help solve practical problems. With the continuous development of ...

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Acceptance Rates

Overall Acceptance Rate70of340submissions,21%
YearSubmittedAcceptedRate
ISBDAI '183407021%
Overall3407021%