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ISBDAI '20: Proceedings of the 2020 2nd International Conference on Big Data and Artificial Intelligence
ACM2020 Proceeding
Publisher:
  • Association for Computing Machinery
  • New York
  • NY
  • United States
Conference:
ISBDAI '20: 2020 2nd International Conference on Big Data and Artificial Intelligence Johannesburg South Africa April 28 - 30, 2020
ISBN:
978-1-4503-7645-7
Published:
04 January 2021

Reflects downloads up to 22 Nov 2024Bibliometrics
research-article
Neuronal Structure Segmentation in Drosophila First Instar Larva Ventral Nerve Cord Using U-Net Convolution Network

The segmentation of the neuronal cellular images has important clinical use as it helps obtain essential information on the nervous system for diagnosing and curing diseases. Traditional automotive segmentation methods including watershed method have ...

research-article
The Identification of Transiting Exoplanet Candidates based on Convolutional Neural Network

The Kepler Space Telescope aimed to search for potential candidates of earth-like terrestrial planets in habitable zone of sunlike stars. Compare to traditional human-vetting process, automated vetting procedure by machine learning is more efficient, ...

research-article
The Application of Machine Learning in Chess Endgames Prediction

The prediction of the minimal steps required to win in chess endgames has always been a difficult task. It is the advent of machine learning that gives the possibility to solve this problem in a systematic way, if a correct model in machine learning is ...

research-article
A research on channel estimation algorithms for OFDM system

Wireless communication technology is one the most vibrant fields in scientific researches, it breaks the restriction of the physical aspects in wired communication. Thus, everyone can communicate with others all hours in areas where radio could be ...

research-article
Hot Topics of Big Data Research in China

This paper aims at exploring the hot topics of big data research in China in the past three years. We choose Big Data, one influential and representative Chinese academic journal as our data source, and download the bibliographic data of 195 articles ...

research-article
Research on Marketing Promotion of Wuhan East Lake Scenic Area from the Perspective of Micro-communication

With the rapid development of digital communication and network technology, high-speed terminal mobile devices such as smartphones and tablets become popular. Self-media era quietly arrived. This study takes Wuhan East Lake Scenic Area as the research ...

research-article
Sentiment Analysis of E-commerce Customer Reviews Based on Natural Language Processing

E-commerce can largely boost the economic development and customer behavior analysis is necessary for e-commerce marketing strategy. We used the dataset of Women's E-Commerce Clothing Reviews to study the sentiment analysis of customer recommendation. ...

research-article
Research on the application of cloud accounting in small and medium-sized enterprises under the background of big data

This essay mainly considers the advantages of cloud accounting over traditional accounting in the context of big data, as well as the difficulties in the initial stage of cloud accounting construction. The article analyzed the widely used model in the ...

research-article
Research on Internet + Vocational Education Practice Strategy

With the rapid development of China's economy, "Internet +" gradually integrates into all aspects of people's lives, bringing certain opportunities and challenges to traditional vocational education. In order to better adapt to the development of the ...

research-article
Human-like UI Automation through Automatic Exploration

Most UI testing tools for mobile games are designed to help us create and run the test cases with scripts. However, these scripts must be manually updated for new test cases, which increases the test cost. In this paper, we propose a method to implement ...

research-article
An Empirical Analysis of Total Retail Sales of Consumer Goods Based on Holt-winters

In the first quarter of 2020, China's total retail sales of consumer goods decreased by 16.2% year-on-year, a large part of which was due to the impact of covid-19 on the economic operation in 2020. A clear understanding of the impact of the epidemic on ...

research-article
Analysis of Urban Catering Layout Based on GIS and POI

Compared with the information collected by traditional research methods, the POI data comes from various electronic map platforms, which has the advantages of large sample size, convenient access and timely updating, and can meet the current reliability ...

research-article
Strength and Water Stability Chsaracteristics of Loess Modified by Consolidation Agent

In order to solve the problem that loess can not meet all kinds of water conservancy projects because of its low collapsibility and strength. The loess was cured and improved through 5 soil blending schemes of 2 consolidation agent. The solidification ...

research-article
Research and Analysis of Online Teaching Evaluation Based on SPSS

In order to grasp the evaluation of college students on online teaching, further improve the quality and the learning efficiency, this study conducted an online questionnaire survey among more than 700 students. It aimed at conducting the evaluation of ...

research-article
Coordination Research of Urban Intelligent Transportation System: Case Study of China's First Batch of Intelligent Transportation Demonstration Cities

This paper proposes the coordination framework of urban intelligent transportation system from four aspects: intelligent coordination, functional coordination, structural coordination and scale coordination. With Entropy value method and TOPSIS method, ...

research-article
A Study on the Optimization of Distribution Routes for Fresh Food under Epidemic Situation

The optimization of distribution routes has always been a hot topic in the field of logistics management. Recently, the number of people dining out has decreased due to the epidemic, and it has become a trend to buy fresh food such as fruits and ...

research-article
The Researches on Public Service Information Security in the Context of Big Data

In recent years, with the continuous development of Internet and big data technology, public service informatization has been paid more and more attention. At the same time, information technology provides convenient public services for the public, it ...

research-article
Spatial Distribution and Influencing Factors of Stroke in China

To understand the current status of stroke in Chinese people over 45 years old in 2011, 2013 and 2015, explore the spatial distribution rules and influencing factors related to stroke, and provide basis for the prevention and control of stroke in middle-...

research-article
Analysis and Prediction of the Prevalence of Asthma in Mainland China Based on Back Propagation Neural Network

Asthma is part of the common chronic diseases in China and a serious public health problem. The data in this article came from the China Health and Retirement Longitudinal Study (CHARLS) database and the China Meteorological Data Service Center, and the ...

research-article
A Study on the Spatiotemporal Distribution of POI Tourists

POI is a kind of geographical location information that can reflect the individual interest points of consumers. By sampling the POI photo data in Shanghai within 24 hours and combining with latitude and longitude information, this study analyzes the ...

research-article
A Space-time Analysis of Tourism Information Flow Based on SNA Information

The emergence of new media such as mobile phone has further shortened the distance between time and space of information, accelerated the flow and exchange of tourism information. The Internet plays a more and more important role in tourism, affecting ...

research-article
A Study on Spatial Layout of Tourist Attractions Based on POI: Taking Sichuan Province as an Example

Sichuan Province is located in southwest China, its tourism resources are rich, tourism has become a local pillar industry. Based on the theory of social network analysis, the characteristics of Sichuan tourism network and the role of tourism nodes are ...

research-article
The Construction and Dilemma Exploration of District and Social Cross-border Linkage Support System of Chengdu Smart Elderly Care

Objective: to provide countermeasures and suggestions for the sustainable development and better and higher-level service of the smart elderly care service model by analyzing the difficulties faced by various social support subjects in the different ...

research-article
Analysis of Satisfaction to Community-based Integrated Medical and Nursing Services and its Influencing Factors among Elders in Chengdu

To examine the satisfaction to community-based integrated medical and nursing services among elderly in Chengdu city of Sichuan province and its influencing factors, to provide a basis for improving the quality and efficiency of community medical and ...

research-article
An Empirical Investigation of the Relationship between Corporate Social Performance and Firm Performance: Evidence from Public Utility Corporations

This study examines the relationship between corporate social performance and firm performance by using the samples of the data of 82 listed public utility corporations of the Shanghai or Shenzhen Stock Exchange from 2011 to 2014. Based on stakeholder ...

research-article
Safety Assessment for Goaf Based on Variable Weight Theory and Fuzzy Pattern Recognition

FAT model of gypsum mine goaf disaster was constructed, the basic events leading to accident were found, 16 minimal cut sets, 5 minimal path sets and the structural importance of each basic events were calculated by qualitative analysis. Then according ...

research-article
Effects of sampling frequency on short-term prediction of landslide displacement: A case study of Kamenziwan landslide

Short-term prediction of surface displacement of landslide is important to short-term warning and prediction of landslide, in which the sampling frequency of monitoring data plays an important role. Taking the crack gauge monitoring data of Kamenziwan ...

research-article
Research on the influence of AI on Chinese hotel industry

Based on the 2019 Chinese hotel industry in 31 provinces and cities as samples, using the least square method, from two aspects of hotel operation management and product marketing, systematically analyzes the impact of AI for the hotel industry, found ...

research-article
Analysis on Spatial distribution Pattern of domestic tourists in Wuhan

The spatial distribution of tourist sources in tourist destinations is one of the basic contents in the study of tourist geography. Selecting the tourist market share of 30 origin provinces in Wuhan as research unit, by means of the analysis tools "...

research-article
Design of personalized leisure tourism route recommendation system based on deep learning

In order to effectively improve the service quality of leisure tourism and carry out personalized route planning and recommendation according to the rating mechanism of scenic spots, this paper designs personalized leisure tourism route recommendation ...

Contributors
  • University of Oxford
  • Romanian Academy of Sciences
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Acceptance Rates

Overall Acceptance Rate 70 of 340 submissions, 21%
YearSubmittedAcceptedRate
ISBDAI '183407021%
Overall3407021%