Vol. 92 (2024): 3rd International Conference on Software, Data Processing and Information Technology (SDPIT 2024)

View Vol. 92 (2024): 3rd International Conference on Software, Data Processing and Information Technology (SDPIT 2024)

February 17-18, 2024 | Washington DC, USA

Editors: Huajun Liu, Ingrid Sonmerfield

ISBN: 979-8-89183-053-0

Published: 10-04-2024

Preface

  • Preface: 3rd International Conference on Software, Data Processing and Information Technology (SDPIT 2024)

    Huajun Liu, Ingrid Sonmerfield
    I
    DOI: https://doi.org/10.54097/m20q8441

Articles

  • Forecasting Bitcoin Trends Based on the ARIMA Model

    Jiahuan Han
    1-6
    DOI: https://doi.org/10.54097/bt8be203

  • A Predictive Study of Heart Attack Triggers Based on Machine Learning

    Zijie Feng
    7-13
    DOI: https://doi.org/10.54097/f66wpg13

  • Research on the Preferences of U.S. Venture Funding Deals in 2023 for the Industry in Which the Company Operates

    Xianyang Lei
    14-19
    DOI: https://doi.org/10.54097/8txeqw79

  • Time Series Analysis of Grains Commodity Futures Price Trends

    Yihao Shao
    20-31
    DOI: https://doi.org/10.54097/5ahsec92

  • Wind Power Forecasting Based on CNN and LSTM Models

    Ge Dai
    32-38
    DOI: https://doi.org/10.54097/40sedz94

  • Quantifying the Impact of the COVID-19 Pandemic on Housing Prices in Los Angeles using Time Series Analysis

    Churan Zhang
    39-45
    DOI: https://doi.org/10.54097/8m6nxm72

  • Research on Apple’s Stock Price Trend Forecasting

    Ninghui Du
    46-55
    DOI: https://doi.org/10.54097/nt9m0k49

  • Prediction of the Situation of Postgraduate Entrance in China: Applicants and Enrollments

    Chiyang Zhong
    56-66
    DOI: https://doi.org/10.54097/fbwr5x54

  • Analysis of Influencing Factors of Beijing Subway Passenger Flow Based on Data Analysis Method

    Zuhao Liu
    67-73
    DOI: https://doi.org/10.54097/rsbnnm49

  • Crawler Data Visualization in the Tourism Industry Based on Python

    Ao Wang
    74-79
    DOI: https://doi.org/10.54097/6xwchs92

  • Machine Learning-Based Prediction of Carbon Dioxide Emissions from Automobiles and Influencing Factors

    Yuxin Liu
    80-86
    DOI: https://doi.org/10.54097/4c4a2g08

  • A Forecast of CO2 Emissions Based on the Fuel Consumption Rating of a Particular Vehicle

    Zikun Chen
    87-93
    DOI: https://doi.org/10.54097/ew5myj79

  • Forecasting China's Real Estate Investment Trends: A Dynamic Regression Model Approach with ARIMA

    Haoyuan Chen
    94-100
    DOI: https://doi.org/10.54097/0mhxm634

  • Predicting and Analyzing the Bitcoin's Price with the ARIMA Model

    Yijie Rao
    101-106
    DOI: https://doi.org/10.54097/k1p0ze13

  • Analysis of Pokémon's Positive Impact on the Economy and Society

    Ning Xie
    107-111
    DOI: https://doi.org/10.54097/kjarkz55

  • The Impact of COVID-19 on the US Consumer Price Index (CPI)

    Hanyang Shang
    112-119
    DOI: https://doi.org/10.54097/zghjvz66

  • Natural Gas Price Predicting Adopting CNN-LSTM Hybrid Neural Network Model

    Xinwei Fan
    120-125
    DOI: https://doi.org/10.54097/0hrd0g98

  • Customer Segmentation Based on Machine Learning Methods

    Zhiyue Wang
    126-132
    DOI: https://doi.org/10.54097/g70xqb16

  • Comparison of Machine Learning Methods in Customer Segment

    Lin Cao
    133-137
    DOI: https://doi.org/10.54097/c2s9m434

  • Potential Customer Prediction of Telecom Marketing based on Machine Learning

    Yuxin Dong
    138-145
    DOI: https://doi.org/10.54097/bbqe4m48

  • Product potential user prediction based on machine learning

    Jingyi Yu
    146-151
    DOI: https://doi.org/10.54097/2h70m008

  • Application of Machine Learning to Customer Churn Risk Prediction

    Chuyan Xiao
    152-157
    DOI: https://doi.org/10.54097/bk8rsb44

  • Machine Learning Algorithms in Target Marketing Analysis

    Jiayu Wu
    158-164
    DOI: https://doi.org/10.54097/v8zrvc27

  • Stock Trend Prediction and Analysis Based on Machine Learning

    Ailin Sun
    165-170
    DOI: https://doi.org/10.54097/vbx90z77

  • Prediction of Closing Prices for NASDAQ Listed Stocks: A Comparative Study Based on Gradient Boosting Models

    Jingxuan Huang
    171-177
    DOI: https://doi.org/10.54097/01rvrr58

  • Recommendation System Building based on CNN and TF-IDF Approaches

    Mingshen Li
    178-187
    DOI: https://doi.org/10.54097/633gjj39

  • Visual Insights in Lung Cancer Prediction: Leveraging Data Visualization and Analysis for Building and Tuning Machine Learning Models

    Zeyu Chen, Ching-Syuan Chien, Heming Guan
    188-193
    DOI: https://doi.org/10.54097/a9a6xf33

  • Impacts of Short Video to Long Video and the Corresponding Countermeasures: Taking Tencent Video as an Example

    Meihan Lin
    194-198
    DOI: https://doi.org/10.54097/rnxg6e63

  • Research on Machine Learning-based Prediction of Coffee Futures Prices

    Yuduo Chen
    199-209
    DOI: https://doi.org/10.54097/8c9t9n30

  • Diabetes Prediction Using Random Forest in Healthcare

    Shengyu Wang
    210-217
    DOI: https://doi.org/10.54097/5ndh9a05

  • Telco Customer Churn Prediction

    Ying Wei
    218-226
    DOI: https://doi.org/10.54097/84bmrd32

  • Study of Influential Factors on Housing Prices by Using MLR

    Chang Liu
    227-234
    DOI: https://doi.org/10.54097/z336qy32

  • Prediction methods for oral diseases

    Zhuoxuan Yi
    235-240
    DOI: https://doi.org/10.54097/ch089y39

  • Breast cancer prediction based on multiple machine learning algorithms

    Tianyu Sun
    241-247
    DOI: https://doi.org/10.54097/0yvhen56

  • The Application of Machine Learning in Alzheimer's Disease

    Tianhe Yang
    248-251
    DOI: https://doi.org/10.54097/dqsnj347

  • Integrating Machine Learning Techniques for Real Estate Analysis

    Zekun Chen
    252-256
    DOI: https://doi.org/10.54097/cvn9mr84

  • Prediction of Oral Cancer Incidence in Hunan Using a Time-Series Prediction Model Based on Logistic Regression Modeling

    Linfeng Peng
    257-263
    DOI: https://doi.org/10.54097/5mp06574

  • Application of Machine Learning in Cancer Prediction

    Yiwen Wang, Yuansen Xia
    264-268
    DOI: https://doi.org/10.54097/rtjjrr13

  • Explore the application of machine learning algorithms in predicting stroke

    Enming Zhu
    269-274
    DOI: https://doi.org/10.54097/nkgncg24

  • Prediction of Different Types of Mobile Phone Prices based on Machine Learning Models

    Yiwei Chen
    275-279
    DOI: https://doi.org/10.54097/shgcew53

  • Lung Cancer Prediction based on KNN, Logistic Regression, and Random Forest Algorithm

    Yunzhe Liao
    280-287
    DOI: https://doi.org/10.54097/vh9rws94

  • Using Logistic Regression and Support Vector Classification to Predict Cancer

    Bowen Zhang
    288-294
    DOI: https://doi.org/10.54097/bkvnxg90

  • Neuroscientific Prediction Model of Mouse Brain Activity Patterns

    Jinxi Zhang
    295-301
    DOI: https://doi.org/10.54097/yecss238

  • Walmart Sales Forecasting using Different Models

    Chenghao Yu
    302-307
    DOI: https://doi.org/10.54097/kqf76062

  • Long–Range Movie Box Office Prediction Based on Machine Learning

    Jiayi Xu
    308-315
    DOI: https://doi.org/10.54097/wzq9md55

  • Analysis of the Influencing Factors and Predictions of Poston house Prices based on a Multiple Linear Regression Model

    Liangyu Jiang
    316-322
    DOI: https://doi.org/10.54097/hkgqcv31

  • Data set analysis of Titanic distress data

    Linghan Gao
    323-329
    DOI: https://doi.org/10.54097/whp21y56

  • A survey of research methods of automatic text summarization

    Min Zhang, Cuiju Luan
    330-342
    DOI: https://doi.org/10.54097/63xnzx31

  • Fire Station Management System Based on Digital Twin

    Tongrui An
    343-350
    DOI: https://doi.org/10.54097/1gjms289

  • Predict the Inflation of Food Prices based on the Linear Regression Models

    Xuanmo Chen
    351-355
    DOI: https://doi.org/10.54097/ajj8fx20

  • Analysis of the Relationship between Employment and Investments in Education for the ARIMA Model

    Junyi Dai
    356-362
    DOI: https://doi.org/10.54097/xrfm3b96

  • The Air Quality of Xi’an City Studied by Hurst Index

    Qingying Song
    363-368
    DOI: https://doi.org/10.54097/4naqtk19

  • Machine Learning and Statistical Methods for Predicting Survival of Patients with Heart Failure

    Lingjie Jia
    369-375
    DOI: https://doi.org/10.54097/ay420g44

  • Evaluation of Urban Green Transportation Development Level Based on Traveler Perception——Taking Hohhot as an Example

    Ze Pang, Minxue Zhao
    376-386
    DOI: https://doi.org/10.54097/gx83fk61

  • Optimizing Parameters and Applications of Femtosecond Laser Technology in Fiber Bragg Grating Manufacture

    Zhaoxu Han
    387-396
    DOI: https://doi.org/10.54097/1pc4cw24

  • IoT Sensor-Based Big Data and Information Systems in Smart Healthcare

    Xiang Zhou
    397-402
    DOI: https://doi.org/10.54097/g5sf4f50

  • Road Condition Prediction Based on ARIMA Algorithm

    Yiwei Wang, Yuhao Zhang, Yanbing Zhou, Wenjin Tang
    403-410
    DOI: https://doi.org/10.54097/zwypra61

  • The Impact of Interest Rate Marketization on Commercial Banks’s Income Structure-An Empirical Analysis of China's LPR Mechanism Reform based on DID Method

    Anxiao Huang
    411-418
    DOI: https://doi.org/10.54097/thv9sw83

  • A CNN-Based Crack Analysis Model for Metal Specimens

    Hailong Fu, Shuo Yang, Jiaqi Liu, Sen Hu
    419-424
    DOI: https://doi.org/10.54097/zg2fm992

  • Study of Basement Design Based on PKPM Software

    Zhaohe Wang
    425-431
    DOI: https://doi.org/10.54097/cydq1n36

  • Research on the Application of Network Technology in Computer Aided Education

    Qinyong Zhang, Chaotian Song, Yue Xu, Sen Liu
    432-437
    DOI: https://doi.org/10.54097/a55spa63

  • A new insurance evaluation system based on Analytic Hierarchy Process and Delphi method under natural disasters

    Keyu Han
    438-452
    DOI: https://doi.org/10.54097/ssvpgq64

  • Research on vegetable pricing and replenishment strategy based on genetic algorithm

    Minjie Liang, Yufei Xie, Shiyu Xie
    453-458
    DOI: https://doi.org/10.54097/vc4pnf67

  • Research on Tennis Match Strategies Based on Machine Learning and Markov Chain Modeling

    Yinghui Lv
    459-466
    DOI: https://doi.org/10.54097/847gaw17

  • Parallel batch processing machines scheduling for SLM additive manufacturing in cloud manufacturing

    Shuangshuang Hong, Xiuli Wang
    467-478
    DOI: https://doi.org/10.54097/5kyzn576

  • Application of artificial intelligence technology in network security

    Yu Zhou, Yijie Liang
    479-485
    DOI: https://doi.org/10.54097/1mrvaw84

  • Statistical Approaches to Machine Learning in a Big Data Environment

    Zhuoyong Liu
    486-491
    DOI: https://doi.org/10.54097/ff7j0t18

  • Research on public policy plan of unemployment risk caused by artificial intelligence

    Rui Cheng
    492-497
    DOI: https://doi.org/10.54097/8vm78002