Mobile Information Systems

Article	Citations
Application and Research of the Intelligent Management System Based on Internet of Things Technology in the Era of Big Data	64
Factors Affecting Learners’ Adoption of an Educational Metaverse Platform: An Empirical Study Based on an Extended UTAUT Model	54
A Method for Improving Prediction of Human Heart Disease Using Machine Learning Algorithms	50
Multimedia Interaction-Based Computer-Aided Translation Technology in Applied English Teaching	46
Vision Navigator: A Smart and Intelligent Obstacle Recognition Model for Visually Impaired Users	45
Autonomous Vehicles and Intelligent Automation: Applications, Challenges, and Opportunities	44
From Blackbox to Explainable AI in Healthcare: Existing Tools and Case Studies	43
Multimodal Data Guided Spatial Feature Fusion and Grouping Strategy for E-Commerce Commodity Demand Forecasting	43
Application of Mobile Information System Based on Internet in College Physical Education Classroom Teaching	38
Design of English Automatic Translation System Based on Machine Intelligent Translation and Secure Internet of Things	38
Multimedia Teaching of College Musical Education Based on Deep Learning	37
Intelligent Sports Training System Based on Artificial Intelligence and Big Data	37
Computation Offloading in Mobile Cloud Computing and Mobile Edge Computing: Survey, Taxonomy, and Open Issues	37
DeepFire: A Novel Dataset and Deep Transfer Learning Benchmark for Forest Fire Detection	37
Rating-Based Recommender System Based on Textual Reviews Using IoT Smart Devices	36
Development of a Mobile Application for Interaction between Patients and Doctors in Rural Populations	36
Ambient Assistive Living for Monitoring the Physical Activity of Diabetic Adults through Body Area Networks	36
Automated Registration of Multiangle SAR Images Using Artificial Intelligence	36
College English Smart Classroom Teaching Model Based on Artificial Intelligence Technology in Mobile Information Systems	35
An Immersive Context Teaching Method for College English Based on Artificial Intelligence and Machine Learning in Virtual Reality Technology	35
[Retracted] Research on the Application of Multimedia Elements in Visual Communication Art under the Internet Background	35
Identification of Diabetic Retinopathy through Machine Learning	34
Multiscale Dense Cross-Attention Mechanism with Covariance Pooling for Hyperspectral Image Scene Classification	34
Self-Sovereign Identity Solution for Blockchain-Based Land Registry System: A Comparison	33
Construction of Video Courses of Physical Education and Health Education in Colleges and Universities under the MOOC Platform	32

Innovative Research of Trajectory Prediction Algorithm Based on Deep Learning in Car Network Collision Detection and Early Warning System	32
Building a Smart Education Ecosystem from a Metaverse Perspective	30
Online and Offline Mixed Intelligent Teaching Assistant Mode of English Based on Mobile Information System	29
Identification of Pneumonia Disease Applying an Intelligent Computational Framework Based on Deep Learning and Machine Learning Techniques	29
Research on Mining of Applied Mathematics Educational Resources Based on Edge Computing and Data Stream Classification	28
A Smart System for Sitting Posture Detection Based on Force Sensors and Mobile Application	28
Piano Performance and Music Automatic Notation Algorithm Teaching System Based on Artificial Intelligence	27
Design and Implementation of Web Multimedia Teaching Evaluation System Based on Artificial Intelligence and jQuery	27
An Efficient Routing Approach to Maximize the Lifetime of IoT-Based Wireless Sensor Networks in 5G and Beyond	26
College Physical Education Course Management System Based on Internet of Things	26
Construction of WeChat Mobile Teaching Platform in the Reform of Physical Education Teaching Strategy Based on Deep Neural Network	26
Artificial Intelligence-Based Simulation Research on the Flipped Classroom Mode of Listening and Speaking Teaching for English Majors	25
Designing a Teaching Assistant System for Physical Education Using Web Technology	25
A Review on Machine Learning Strategies for Real-World Engineering Applications	25
Parkinson’s Disease Diagnosis in Cepstral Domain Using MFCC and Dimensionality Reduction with SVM Classifier	25
Voting Classification-Based Diabetes Mellitus Prediction Using Hypertuned Machine-Learning Techniques	24
Research on Business English Translation Framework Based on Speech Recognition and Wireless Communication	24
Detection of Tuberculosis Disease Using Image Processing Technique	24
Automatic Detection of Power Quality Disturbance Using Convolutional Neural Network Structure with Gated Recurrent Unit	23
Intangible Cultural Heritage High-Definition Digital Mobile Display Technology Based on VR Virtual Visualization	23
An Internet of Things Evaluation Algorithm for Quality Assessment of Computer-Based Teaching	23
A2 Chain: A Blockchain-Based Decentralized Authentication Scheme for 5G-Enabled IoT	23
Evaluation of Potential Correlation of Piano Teaching Using Edge-Enabled Data and Machine Learning	22
WeChat-Based Interactive Translation Mobile Teaching Model	22
Innovation and Entrepreneurship Practice Education Mode of Animation Digital Media Major Based on Intelligent Information Collection	22
Deep Learning Approach in DOA Estimation: A Systematic Literature Review	22
FPGA-Based Deep Learning Models for Analysing Corona Using Chest X-Ray Images	21
Energy-Efficient UAV Trajectory Design with Information Freshness Constraint via Deep Reinforcement Learning	21
Blended Teaching Strategies of College English Translation under the Background of Internet	21
Prediction of College Students’ Psychological Crisis Based on Data Mining	20
Analyzing the Quality of Business English Teaching Using Multimedia Data Mining	19
Self-Image Congruence, Functional Congruence, and Mobile App Intention to Use	19
Evaluation Model of College English Multimedia Teaching Effect Based on Deep Convolutional Neural Networks	19
RSSI-Controlled Long-Range Communication in Secured IoT-Enabled Unmanned Aerial Vehicles	18
Future Trends for Healthcare Monitoring System in Smart Cities Using LoRaWAN-Based WBAN	18
Mobile English Teaching Information Service Platform Based on Edge Computing	18
Influence of Native Video Advertisement Duration and Key Elements on Advertising Effectiveness in Mobile Feeds	18
Fruit Target Detection Based on BCo-YOLOv5 Model	18
Computer Vision-Enabled Character Recognition of Hand Gestures for Patients with Hearing and Speaking Disability	18
YOLOv5-Based Vehicle Detection Method for High-Resolution UAV Images	18
Exploring and Researching Ideological and Political Education of College Students’ Psychological Quality for the Development of Artificial Intelligence	18
Construction of an Inquiry-Based Teaching Model for Ideological and Political Education in Colleges and Universities from the Perspective of Deep Learning	17
Mobile Security: Threats and Best Practices	17
Network Security Technology of Intelligent Information Terminal Based on Mobile Internet of Things	17
A Survey of Android Malware Static Detection Technology Based on Machine Learning	17
Research on Teaching Quality Evaluation Model of Physical Education Based on Simulated Annealing Algorithm	16
Evaluation of the College English Flipped Classroom Teaching Model Based on Data Mining Algorithms	16
Application of VR in the Experimental Teaching of Animation Art	16
Mobile Terminal System of Intelligent College English Teaching and Training Mode	16
Analyzing the Effects of Cross-Border E-Commerce Industry Transfer Using Big Data	16

Development of Hepatitis Disease Detection System by Exploiting Sparsity in Linear Support Vector Machine to Improve Strength of AdaBoost Ensemble Model	16
Application of Blockchain-Based Sports Health Data Collection System in the Development of Sports Industry	15
Design of Smart Classroom System Based on Internet of Things Technology and Smart Classroom	15
E-Commerce Enterprise Supply Chain Financing Risk Assessment Based on Linked Data Mining and Edge Computing	15
Gaussian Naïve Bayes Algorithm: A Reliable Technique Involved in the Assortment of the Segregation in Cancer	14
Current Research Trends in IoT Security: A Systematic Mapping Study	14
Metaverse Space Ecological Scene Design Based on Multimedia Digital Technology	14
Systematic Study on Expression of Vocal Music and Science of Human Body Noise Based on Wireless Sensor Node	14
Tennis Online Teaching Information Platform Based on Android Mobile Intelligent Terminal	14
EER-RL: Energy-Efficient Routing Based on Reinforcement Learning	14
Statistical Research on the Development of Rural Tourism Economy Industry under the Background of Big Data	14
An Early Risk Warning of Cross-Border E-Commerce Using BP Neural Network	14
Music Feature Classification Based on Recurrent Neural Networks with Channel Attention Mechanism	14
Research on Classroom Teaching Evaluation and Instruction System Based on GIS Mobile Terminal	14
Application of an Improved DCGAN for Image Generation	13
Exploring the Impact of Avatar Customization in Metaverse: The Role of the Class Mode on Task Engagement and Expectancy-Value Beliefs for Fashion Education	13
Artistic Style Conversion Based on 5G Virtual Reality and Virtual Reality Visual Space	13
Research on Improving the Accuracy of Ideological and Political Education in Colleges under Artificial Intelligence Technology in the Era of Big Data	13
A Cross-Border E-Commerce Approach Based on Blockchain Technology	13
An English Learning System Based on Mobile Edge Computing Constructs a Wireless Distance Teaching Environment	13
Reformist Framework for Improving Human Security for Mobile Robots in Industry 4.0	13
Users’ Perceptions of Technological Features in Augmented Reality (AR) and Virtual Reality (VR) in Fashion Retailing: A Qualitative Content Analysis	13
Demand Forecasting for Rural E-Commerce Logistics: A Gray Prediction Model Based on Weakening Buffer Operator	13
Swarm Differential Privacy for Purpose-Driven Data-Information-Knowledge-Wisdom Architecture	13
Research on Artificial Intelligence Interaction in Computer-Aided Arts and Crafts	13
Evaluating the Quality of Internet-Based Education in Colleges Using the Regression Algorithm	13
Artificial Intelligence and Neural Network-Based Shooting Accuracy Prediction Analysis in Basketball	12
College Physical Education Teaching Aided by Virtual Reality Technology	12
A Deep Random Forest Model on Spark for Network Intrusion Detection	12
Moving Object Detection Technology of Line Dancing Based on Machine Vision	12
Investigating the Impact of Cloud Computing Vendor on the Adoption of Cloud Computing	12
Deep Learning-Based Signal-To-Noise Ratio Estimation Using Constellation Diagrams	12
BFLP: An Adaptive Federated Learning Framework for Internet of Vehicles	12
Gesture Recognition Algorithm of Human Motion Target Based on Deep Neural Network	12
Analysis and Practice of Using Modern Information Technology for Classroom Teaching Mode Reform	12
Unsupervised Image-Generation Enhanced Adaptation for Object Detection in Thermal Images	12
Cellular Traffic Prediction Based on an Intelligent Model	12
Antecedents of Continuance Intention of Social Networking Services (SNS): Utilitarian, Hedonic, and Social Contexts	12
A Deep Learning-Based Framework for Human Activity Recognition in Smart Homes	12
Extending the Utility of UTAUT2 for Hospital Patients’ Adoption of Medical Apps: Moderating Effects of e-Health Literacy	12
Research on Maize Disease Recognition Method Based on Improved ResNet50	11
Modeling Method of Autonomous Robot Manipulator Based on D-H Algorithm	11
An English Blended Teaching Model under the Background of Education Informatization	11
An Action Recognition Algorithm for Sprinters Using Machine Learning	11
The Implementation of Deep Reinforcement Learning in E-Learning and Distance Learning: Remote Practical Work	11
Education Data-Driven Online Course Optimization Mechanism for College Student	11
Cloud Computing-Based Medical Health Monitoring IoT System Design	11
A Generative Adversarial Network Model Based on Intelligent Data Analytics for Music Emotion Recognition under IoT	11
Sports Dance Movement Assessment Method Using Augment Reality and Mobile Edge Computing	11
Marketing Strategy of Rural Tourism Based on Big Data and Artificial Intelligence	11
Unmanned Aerial Vehicle and Geospatial Analysis in Smart Irrigation and Crop Monitoring on IoT Platform	11
Application Algorithms for Basketball Training Based on Big Data and Internet of Things	11
Abnormal Access Behavior Detection of Ideological and Political MOOCs in Colleges and Universities	11
Human Resource Management of Internet Enterprises Based on Big Data Mobile Information System	11
Rules of Smart IoT Networks within Smart Cities towards Blockchain Standardization	11
Enterprise Financial Leverage and Risk Assessment Based on Mobile Payment under Artificial Intelligence	10
Characterisation of Intelligent Autonomous Agents Inspired by Biological Theory in Cognitive Environment	10
Method of Profanity Detection Using Word Embedding and LSTM	10
Research on Evaluation Method of Physical Education Teaching Quality in Colleges and Universities Based on Decision Tree Algorithm	10
e-Commerce Personalized Recommendation Based on Machine Learning Technology	10
Drug Disease Relation Extraction from Biomedical Literature Using NLP and Machine Learning	10
Teaching Mode in the Management of Higher Vocational Colleges in the Era of Big Data	10
Mobile Information System of English Teaching Ability Based on Big Data Fuzzy K-Means Clustering	10
Using Android Platform for Conducting Ideological and Political Education in Colleges and Universities	10
Recognition of Ziziphus lotus through Aerial Imaging and Deep Transfer Learning Approach	10
Three-Dimensional Reconstruction of Huizhou Landscape Combined with Multimedia Technology and Geographic Information System	10
Realization Path of College Students’ Network Ideological and Political Teaching System in the New Media Environment	10
Digital Media Application Technology of Mobile Terminals Based on Edge Computing and Virtual Reality	10
Hard Disk Drive Failure Prediction for Mobile Edge Computing Based on an LSTM Recurrent Neural Network	10
Local Cultural IP Development and Cultural Creative Design Based on Big Data and Internet of Things	10
Research on Intelligent Tourism Information System Based on Data Mining Algorithm	10
Energy Efficiency Strategy for Big Data in Cloud Environment Using Deep Reinforcement Learning	10
Design of Enterprise Management System Based on Edge Computing Architecture	10
Three-Dimensional UWSN Positioning Algorithm Based on Modified RSSI Values	10
A Novel Synergetic LSTM-GA Stock Trading Suggestion System in Internet of Things	10
A Classification Method of Tourism English Talents Based on Feature Mining and Information Fusion Technology	10
Novel Key Indicators Selection Method of Financial Fraud Prediction Model Based on Machine Learning Hybrid Mode	10
The Traffic Flow Prediction Method Using the Incremental Learning-Based CNN-LTSM Model: The Solution of Mobile Application	9
Research on Sports Performance Prediction Based on BP Neural Network	9
Design of Smart Home Service Robot Based on ROS	9

Rapid Text Retrieval and Analysis Supporting Latent Dirichlet Allocation Based on Probabilistic Models	9
Sports Injury Rehabilitation Intervention Algorithm Based on Visual Analysis Technology	9
Prediction Model of Juvenile Football Players’ Sports Injury Based on Text Classification Technology of Machine Learning	9
Analyzing Drivers’ Distractions due to Smartphone Usage: Evidence from AutoLog Dataset	9
YOLOv5-MGC: GUI Element Identification for Mobile Applications Based on Improved YOLOv5	9
Physical Training Information System of College Sports Based on Big Data Mobile Terminal	9
Application of Digital Mining Facing Information Fusion Technology in the Field of National Costume Culture Design	9
Media Information Dissemination Model of Wireless Networks Using Deep Residual Network	9
Real-Time Data Scheduling of Flexible Job in Papermaking Workshop Based on Deep Learning and Improved Fuzzy Algorithm	9
Design and Application of Mobile Education Information System Based on Psychological Education	9
Logisticschain: A Blockchain-Based Secure Storage Scheme for Logistics Data	9
Sentiment Prediction of Textual Data Using Hybrid ConvBidirectional-LSTM Model	9
Design of Macroeconomic Growth Prediction Algorithm Based on Data Mining	9
An Intelligent System for Cucumber Leaf Disease Diagnosis Based on the Tuned Convolutional Neural Network Algorithm	9
Research on Music Teaching and Creation Based on Deep Learning	9
Research on Target Tracking Algorithm Based on Siamese Neural Network	9
Research on the Smart Medical System Based on NB-IoT Technology	9
Application of Digital Technology in Intangible Cultural Heritage Protection	9
Research on Dynamic Path Planning of Mobile Robot Based on Improved DDPG Algorithm	9
Real-Time Collection Method of Athletes’ Abnormal Training Data Based on Machine Learning	9
Feature Entropy Estimation (FEE) for Malicious IoT Traffic and Detection Using Machine Learning	9
Preserving Resource Handiness and Exigency-Based Migration Algorithm (PRH-EM) for Energy Efficient Federated Cloud Management Systems	9
Role of 5G and Artificial Intelligence for Research and Transformation of English Situational Teaching in Higher Studies	9
A Design Model of English Auxiliary Teaching System Using Artificial Neural Networks	9
Efficient Computation Offloading for Service Workflow of Mobile Applications in Mobile Edge Computing	9
LEO Satellite Channel Allocation Scheme Based on Reinforcement Learning	9
Design of Graph-Based Layered Learning-Driven Model for Anomaly Detection in Distributed Cloud IoT Network	9
Research on the Blended Teaching Mode Reform of University Physical Education Curriculum Based on the Integration of 5G Cloud Computing and Multimedia	8
Students’ Daily English Situational Teaching Based on Virtual Reality Technology	8
Network Intrusion Detection Method Based on Improved CNN in Internet of Things Environment	8
Air Quality Prediction Based on a Spatiotemporal Attention Mechanism	8
Application of Animation Control Technology Based on Internet Technology in Digital Media Art	8
The Optimized Anomaly Detection Models Based on an Approach of Dealing with Imbalanced Dataset for Credit Card Fraud Detection	8
Multi-Cloud Integration Security Framework Using Honeypots	8
University Classroom Teaching Model Based on Decision Tree Analysis and Machine Learning	8
Auxiliary Decision Support Model of Sports Training Based on Association Rules	8
Online Learning Support Service System Architecture Based on Location Service Architecture	8
Computer Aided Teaching System Based on Artificial Intelligence in Football Teaching and Training	8
Agent-Based Simulators for Empowering Patients in Self-Care Programs Using Mobile Agents with Machine Learning	8
Research on the Application of Data Mining Technology in the Analysis of College Students’ Sports Psychology	8
Using Machine Learning Techniques to Predict Learner Drop-out Rate in Higher Educational Institutions	8
Computer 5G Virtual Reality Environment 3D Clothing Design	8
Big Data Analysis of e-Commerce Efficiency and Its Influencing Factors of Agricultural Products in China	8
A Systematic Review of Virtual Reality-Based Education Research Using Latent Dirichlet Allocation: Focus on Topic Modeling Technique	8
Mobile Information Systems Usage and Doctor-Patient Relationships: An Empirical Study in China	8
Investigating Mobile Banking Continuance Intention: A Mixed-Methods Approach	8
Research on Basketball Teaching Network Course Resource Recommendation Method Based on Deep Learning Algorithm	8
Analyzing and Evaluating Smart Cities for IoT Based on Use Cases Using the Analytic Network Process	8
Human-Computer Interaction Design of Intelligent Vehicle-Mounted Products Based on the Internet of Things	8
A 3D Machine Vision-Enabled Intelligent Robot Architecture	8
The Potential Energy of Artificial Intelligence Technology in University Education Reform from the Perspective of Communication Science	8
Digital Design of Smart Museum Based on Artificial Intelligence	8
User Acceptance of Internet of Vehicles Services: Empirical Findings of Partial Least Square Structural Equation Modeling (PLS-SEM) and Fuzzy Sets Qualitative Comparative Analysis (fsQCA)	8
Human Motion Posture Detection Algorithm Using Deep Reinforcement Learning	8
Investment Priority Analysis of ICS Information Security Resources in Smart Mobile IoT Network Environment Using the Analytic Hierarchy Process	8
Big Data Insights and Comprehensions in Industrial Healthcare: An Overview	8
Film and TV Animation Production Based on Artificial Intelligence AlphaGd	8
Deep Learning Data Privacy Protection Based on Homomorphic Encryption in AIoT	8
Coupling of Agricultural Product Marketing and Agricultural Economic Development Based on Big Data Analysis and “Internet+”	8
Android Malware Detection via Graph Representation Learning	8
Empirical Study on Theories and Techniques of Adolescent Physical Health Promotion under the Background of Big Data	8
Entrepreneurship, Digital Capabilities, and Sustainable Business Model Innovation: A Case Study	8
Development Countermeasures of College English Education Based on Deep Learning and Artificial Intelligence	8
Networked Artificial Intelligence English Translation System Based on an Intelligent Knowledge Base and Translation Method Thereof	7
A Supply Chain Information Pushing Method for Logistics Park Based on Internet of Things Technology	7
Adoption of Mobile Government Cloud from the Perspective of Public Sector	7
Evaluating English Language Teaching Quality in Classrooms Using OLAP and SVM Algorithms	7
Flexible Numerology in 5G NR: Interference Quantification and Proper Selection Depending on the Scenario	7
Deep Learning-Driven Gaussian Modeling and Improved Motion Detection Algorithm of the Three-Frame Difference Method	7
KoRASA: Pipeline Optimization for Open-Source Korean Natural Language Understanding Framework Based on Deep Learning	7
Computer Network Intrusion Anomaly Detection with Recurrent Neural Network	7
Internet of Things Background: An Empirical Study on the Payment Intention of Central Bank Digital Currency Design	7
A Novel UAV Path Planning Algorithm Based on Double-Dynamic Biogeography-Based Learning Particle Swarm Optimization	7
Research on the Evaluation Method of University Bi-Entrepreneurship Curriculum Based on IoT Integrated with AHP Algorithm	7
Big Data Analysis Research on the Deep Integration of Intangible Cultural Heritage Inheritance and Art Design Education in Colleges and Universities	7
Internet of Things-Based Fire Alarm Navigation System: A Fire-Rescue Department Perspective	7
The Impact of Context Awareness and Ubiquity on Mobile Government Service Adoption	7
Early Warning System of Tennis Sports Injury Risk Based on Mobile Computing	7
Analyzing the Physical and Mental Quality of College Students Using Multidimensional Data Mining	7
Accurate Delivery of Online Advertising and the Evaluation of Advertising Effect Based on Big Data Technology	7
Identifying and Monitoring Students’ Classroom Learning Behavior Based on Multisource Information	7
Evaluation of College Students’ Classroom Learning Effect Based on the Neural Network Algorithm	7
Research on Feature Fusion Speech Emotion Recognition Technology for Smart Teaching	7
Design and Research of Intelligent Educational Administration Management System Based on Mobile Edge Computing Internet	7
An Anchor Node Selection Scheme for Improving RSS-Based Localization in Wireless Sensor Network	7
A Review of P4 Programmable Data Planes for Network Security	7
The Construction of English Smart Classroom and the Innovation of Teaching Mode under the Background of Internet of Things Multimedia Communication	7
Design and Application of Science and Technology Project Management Information System for Educational Institutes	7
The Development of Internet Finance under the Background of Sharing Economy	7
Spectrum Allocation and Reuse in 5G New Radio on Licensed and Unlicensed Millimeter-Wave Bands in Indoor Environments	7
An Interactive Dashboard Using a Virtual Assistant for Visualizing Smart Manufacturing	7
Construction of Rural Cultural Service System Based on Mobile Information System	7
A Lightweight Authenticated Key Agreement Protocol Using Fog Nodes in Social Internet of Vehicles	7
Application of Data Mining Technology in Public Welfare Sports Education in the Era of Artificial Intelligence	7
Research on Uyghur-Chinese Neural Machine Translation Based on the Transformer at Multistrategy Segmentation Granularity	7