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	49
Vision Navigator: A Smart and Intelligent Obstacle Recognition Model for Visually Impaired Users	44
Multimodal Data Guided Spatial Feature Fusion and Grouping Strategy for E-Commerce Commodity Demand Forecasting	42
Heart Risk Failure Prediction Using a Novel Feature Selection Method for Feature Refinement and Neural Network for Classification	40
Multimedia Interaction-Based Computer-Aided Translation Technology in Applied English Teaching	38
A Method for Improving Prediction of Human Heart Disease Using Machine Learning Algorithms	38
Development of a Mobile Application for Interaction between Patients and Doctors in Rural Populations	35
Factors Affecting Learners’ Adoption of an Educational Metaverse Platform: An Empirical Study Based on an Extended UTAUT Model	34
Automated Registration of Multiangle SAR Images Using Artificial Intelligence	34
Multiscale Dense Cross-Attention Mechanism with Covariance Pooling for Hyperspectral Image Scene Classification	33
Design of English Automatic Translation System Based on Machine Intelligent Translation and Secure Internet of Things	33
Innovative Research of Trajectory Prediction Algorithm Based on Deep Learning in Car Network Collision Detection and Early Warning System	32
Rating-Based Recommender System Based on Textual Reviews Using IoT Smart Devices	32
From Blackbox to Explainable AI in Healthcare: Existing Tools and Case Studies	32
Computation Offloading in Mobile Cloud Computing and Mobile Edge Computing: Survey, Taxonomy, and Open Issues	31
Ambient Assistive Living for Monitoring the Physical Activity of Diabetic Adults through Body Area Networks	31
Identification of Diabetic Retinopathy through Machine Learning	30
Self-Sovereign Identity Solution for Blockchain-Based Land Registry System: A Comparison	29
Multimedia Teaching of College Musical Education Based on Deep Learning	28
Research on the Application of Multimedia Elements in Visual Communication Art under the Internet Background	28
Construction of Video Courses of Physical Education and Health Education in Colleges and Universities under the MOOC Platform	27
Application of Mobile Information System Based on Internet in College Physical Education Classroom Teaching	27
Identification of Pneumonia Disease Applying an Intelligent Computational Framework Based on Deep Learning and Machine Learning Techniques	27
Research on Mining of Applied Mathematics Educational Resources Based on Edge Computing and Data Stream Classification	26
Intelligent Sports Training System Based on Artificial Intelligence and Big Data	26

DeepFire: A Novel Dataset and Deep Transfer Learning Benchmark for Forest Fire Detection	26
A Smart System for Sitting Posture Detection Based on Force Sensors and Mobile Application	26
Autonomous Vehicles and Intelligent Automation: Applications, Challenges, and Opportunities	26
College Physical Education Course Management System Based on Internet of Things	23
A2 Chain: A Blockchain-Based Decentralized Authentication Scheme for 5G-Enabled IoT	23
A Review of Deep Learning Security and Privacy Defensive Techniques	23
Parkinson’s Disease Diagnosis in Cepstral Domain Using MFCC and Dimensionality Reduction with SVM Classifier	23
An Efficient Routing Approach to Maximize the Lifetime of IoT-Based Wireless Sensor Networks in 5G and Beyond	22
Online Sequential DV-Hop Localization Algorithm for Wireless Sensor Networks	22
An Empirical Study on Response to Online Customer Reviews and E-Commerce Sales: From the Mobile Information System Perspective	22
Building a Smart Education Ecosystem from a Metaverse Perspective	21
Detection of Tuberculosis Disease Using Image Processing Technique	21
Computer Vision-Enabled Character Recognition of Hand Gestures for Patients with Hearing and Speaking Disability	21
Voting Classification-Based Diabetes Mellitus Prediction Using Hypertuned Machine-Learning Techniques	21
Construction of WeChat Mobile Teaching Platform in the Reform of Physical Education Teaching Strategy Based on Deep Neural Network	20
Human Falling Detection Algorithm Based on Multisensor Data Fusion with SVM	20
An Internet of Things Evaluation Algorithm for Quality Assessment of Computer-Based Teaching	20
Evaluation of Potential Correlation of Piano Teaching Using Edge-Enabled Data and Machine Learning	20
Online and Offline Mixed Intelligent Teaching Assistant Mode of English Based on Mobile Information System	20
Piano Performance and Music Automatic Notation Algorithm Teaching System Based on Artificial Intelligence	19
College English Smart Classroom Teaching Model Based on Artificial Intelligence Technology in Mobile Information Systems	19
Design and Implementation of Web Multimedia Teaching Evaluation System Based on Artificial Intelligence and jQuery	19
Prediction of College Students’ Psychological Crisis Based on Data Mining	19
Artificial Intelligence-Based Simulation Research on the Flipped Classroom Mode of Listening and Speaking Teaching for English Majors	19
Intangible Cultural Heritage High-Definition Digital Mobile Display Technology Based on VR Virtual Visualization	18
Designing a Teaching Assistant System for Physical Education Using Web Technology	18
An Empirical Study on Sales Performance Effect and Pricing Strategy for E-Commerce: From the Perspective of Mobile Information	18
Self-Image Congruence, Functional Congruence, and Mobile App Intention to Use	18
Research on Business English Translation Framework Based on Speech Recognition and Wireless Communication	18
Multiaccess Edge Computing Empowered Flying Ad Hoc Networks with Secure Deployment Using Identity-Based Generalized Signcryption	18
An Immersive Context Teaching Method for College English Based on Artificial Intelligence and Machine Learning in Virtual Reality Technology	18
Automatic Detection of Power Quality Disturbance Using Convolutional Neural Network Structure with Gated Recurrent Unit	18
Network Security Technology of Intelligent Information Terminal Based on Mobile Internet of Things	18
Dealing with Pure New User Cold-Start Problem in Recommendation System Based on Linked Open Data and Social Network Features	17
Future Trends for Healthcare Monitoring System in Smart Cities Using LoRaWAN-Based WBAN	17
A Review on Machine Learning Strategies for Real-World Engineering Applications	17
Deep Learning Approach in DOA Estimation: A Systematic Literature Review	17
Analyzing the Quality of Business English Teaching Using Multimedia Data Mining	16
RSSI-Controlled Long-Range Communication in Secured IoT-Enabled Unmanned Aerial Vehicles	16
WeChat-Based Interactive Translation Mobile Teaching Model	16
Development of Hepatitis Disease Detection System by Exploiting Sparsity in Linear Support Vector Machine to Improve Strength of AdaBoost Ensemble Model	16
YOLOv5-Based Vehicle Detection Method for High-Resolution UAV Images	15
E-Commerce Enterprise Supply Chain Financing Risk Assessment Based on Linked Data Mining and Edge Computing	15
Facilitating User Authorization from Imbalanced Data Logs of Credit Cards Using Artificial Intelligence	15
Mobile Security: Threats and Best Practices	15
Research on Teaching Quality Evaluation Model of Physical Education Based on Simulated Annealing Algorithm	15
Towards the Design of Context-Aware Adaptive User Interfaces to Minimize Drivers’ Distractions	15
Energy-Efficient UAV Trajectory Design with Information Freshness Constraint via Deep Reinforcement Learning	15
A Survey of Android Malware Static Detection Technology Based on Machine Learning	15
Evaluation Model of College English Multimedia Teaching Effect Based on Deep Convolutional Neural Networks	15

A Lightweight Location-Aware Fog Framework (LAFF) for QoS in Internet of Things Paradigm	15
Exploring and Researching Ideological and Political Education of College Students’ Psychological Quality for the Development of Artificial Intelligence	15
Influence of Native Video Advertisement Duration and Key Elements on Advertising Effectiveness in Mobile Feeds	15
Innovation and Entrepreneurship Practice Education Mode of Animation Digital Media Major Based on Intelligent Information Collection	14
FPGA-Based Deep Learning Models for Analysing Corona Using Chest X-Ray Images	14
Application of Blockchain-Based Sports Health Data Collection System in the Development of Sports Industry	14
Fruit Target Detection Based on BCo-YOLOv5 Model	13
A Novel Fuzzy Logic-Based Medical Expert System for Diagnosis of Chronic Kidney Disease	13
An Early Risk Warning of Cross-Border E-Commerce Using BP Neural Network	13
Mobile English Teaching Information Service Platform Based on Edge Computing	13
Current Research Trends in IoT Security: A Systematic Mapping Study	12
Certificateless Proxy Reencryption Scheme (CPRES) Based on Hyperelliptic Curve for Access Control in Content-Centric Network (CCN)	12
Tennis Online Teaching Information Platform Based on Android Mobile Intelligent Terminal	12
Recognition of Ziziphus lotus through Aerial Imaging and Deep Transfer Learning Approach	12
Research on Classroom Teaching Evaluation and Instruction System Based on GIS Mobile Terminal	12
Music Feature Classification Based on Recurrent Neural Networks with Channel Attention Mechanism	12
Cellular Traffic Prediction Based on an Intelligent Model	12
Rules of Smart IoT Networks within Smart Cities towards Blockchain Standardization	12
Mobile Terminal System of Intelligent College English Teaching and Training Mode	12
Systematic Study on Expression of Vocal Music and Science of Human Body Noise Based on Wireless Sensor Node	11
Gesture Recognition Algorithm of Human Motion Target Based on Deep Neural Network	11
Moving Object Detection Technology of Line Dancing Based on Machine Vision	11
BFLP: An Adaptive Federated Learning Framework for Internet of Vehicles	11
Analyzing the Effects of Cross-Border E-Commerce Industry Transfer Using Big Data	11
A Deep Learning-Based Framework for Human Activity Recognition in Smart Homes	11
Swarm Differential Privacy for Purpose-Driven Data-Information-Knowledge-Wisdom Architecture	11
Demand Forecasting for Rural E-Commerce Logistics: A Gray Prediction Model Based on Weakening Buffer Operator	11
Evaluating the Quality of Internet-Based Education in Colleges Using the Regression Algorithm	11
Three-Dimensional UWSN Positioning Algorithm Based on Modified RSSI Values	11
EER-RL: Energy-Efficient Routing Based on Reinforcement Learning	10
Hard Disk Drive Failure Prediction for Mobile Edge Computing Based on an LSTM Recurrent Neural Network	10
Feature Entropy Estimation (FEE) for Malicious IoT Traffic and Detection Using Machine Learning	10
Impact of Node Density on the QoS Parameters of Routing Protocols in Opportunistic Networks for Smart Spaces	10
A Deep Random Forest Model on Spark for Network Intrusion Detection	10
A Generative Adversarial Network Model Based on Intelligent Data Analytics for Music Emotion Recognition under IoT	10
Sports Dance Movement Assessment Method Using Augment Reality and Mobile Edge Computing	10
Analyzing and Evaluating Smart Cities for IoT Based on Use Cases Using the Analytic Network Process	10
Statistical Research on the Development of Rural Tourism Economy Industry under the Background of Big Data	10
Prediction Model of Juvenile Football Players’ Sports Injury Based on Text Classification Technology of Machine Learning	10
Abnormal Access Behavior Detection of Ideological and Political MOOCs in Colleges and Universities	10
A Novel Synergetic LSTM-GA Stock Trading Suggestion System in Internet of Things	10
Research on Target Tracking Algorithm Based on Siamese Neural Network	10
The Implementation of Deep Reinforcement Learning in E-Learning and Distance Learning: Remote Practical Work	10
Education Data-Driven Online Course Optimization Mechanism for College Student	10
Deep Learning-Based Signal-To-Noise Ratio Estimation Using Constellation Diagrams	10
Air Quality Prediction Based on a Spatiotemporal Attention Mechanism	10
Research on Dynamic Path Planning of Mobile Robot Based on Improved DDPG Algorithm	9
Application of VR in the Experimental Teaching of Animation Art	9
Analyzing Drivers’ Distractions due to Smartphone Usage: Evidence from AutoLog Dataset	9
Digital Media Application Technology of Mobile Terminals Based on Edge Computing and Virtual Reality	9
Efficient Multitask Scheduling for Completion Time Minimization in UAV-Assisted Mobile Edge Computing	9
Artistic Style Conversion Based on 5G Virtual Reality and Virtual Reality Visual Space	9
Design of Smart Home Service Robot Based on ROS	9
Analysis and Evaluation of Braille to Text Conversion Methods	9
Gaussian Naïve Bayes Algorithm: A Reliable Technique Involved in the Assortment of the Segregation in Cancer	9
Agent-Based Simulators for Empowering Patients in Self-Care Programs Using Mobile Agents with Machine Learning	9
Robust Spectrum Sensing via Double-Sided Neighbor Distance Based on Genetic Algorithm in Cognitive Radio Networks	9
College Physical Education Teaching Aided by Virtual Reality Technology	9
Modeling Method of Autonomous Robot Manipulator Based on D-H Algorithm	9
Task Allocation Optimization Scheme Based on Queuing Theory for Mobile Edge Computing in 5G Heterogeneous Networks	9
Exploring the Impact of Avatar Customization in Metaverse: The Role of the Class Mode on Task Engagement and Expectancy-Value Beliefs for Fashion Education	9
Drug Disease Relation Extraction from Biomedical Literature Using NLP and Machine Learning	9
The Traffic Flow Prediction Method Using the Incremental Learning-Based CNN-LTSM Model: The Solution of Mobile Application	9
Evaluation of the College English Flipped Classroom Teaching Model Based on Data Mining Algorithms	9
Research on the Smart Medical System Based on NB-IoT Technology	9
Research on Sports Performance Prediction Based on BP Neural Network	9
Research on Maize Disease Recognition Method Based on Improved ResNet50	9
Cloud Computing-Based Medical Health Monitoring IoT System Design	9
A Study on Improving Secure Routing Performance Using Trust Model in MANET	9
Method of Profanity Detection Using Word Embedding and LSTM	9
Research on Artificial Intelligence Interaction in Computer-Aided Arts and Crafts	9
An Action Recognition Algorithm for Sprinters Using Machine Learning	9
Reformist Framework for Improving Human Security for Mobile Robots in Industry 4.0	9
Novel Key Indicators Selection Method of Financial Fraud Prediction Model Based on Machine Learning Hybrid Mode	9
Digital Design of Smart Museum Based on Artificial Intelligence	9
Artificial Intelligence and Neural Network-Based Shooting Accuracy Prediction Analysis in Basketball	9
Enterprise Financial Leverage and Risk Assessment Based on Mobile Payment under Artificial Intelligence	8
Real-Time Data Scheduling of Flexible Job in Papermaking Workshop Based on Deep Learning and Improved Fuzzy Algorithm	8
Research on the Application of Data Mining Technology in the Analysis of College Students’ Sports Psychology	8
An Intelligent System for Cucumber Leaf Disease Diagnosis Based on the Tuned Convolutional Neural Network Algorithm	8

An English Blended Teaching Model under the Background of Education Informatization	8
Design of Graph-Based Layered Learning-Driven Model for Anomaly Detection in Distributed Cloud IoT Network	8
Mobile Information Systems Usage and Doctor-Patient Relationships: An Empirical Study in China	8
Metaverse Space Ecological Scene Design Based on Multimedia Digital Technology	8
Extending the Utility of UTAUT2 for Hospital Patients’ Adoption of Medical Apps: Moderating Effects of e-Health Literacy	8
Unsupervised Image-Generation Enhanced Adaptation for Object Detection in Thermal Images	8
Physical Training Information System of College Sports Based on Big Data Mobile Terminal	8
Mobile Users’ Self-Disclosure Behaviour on WeChat: Application of Social Cognitive Theory	8
Big Data Analysis of e-Commerce Efficiency and Its Influencing Factors of Agricultural Products in China	8
Energy Efficiency Strategy for Big Data in Cloud Environment Using Deep Reinforcement Learning	8
e-Commerce Personalized Recommendation Based on Machine Learning Technology	8
A Novel Genetic Service Function Deployment Management Platform for Edge Computing	8
Human Resource Management of Internet Enterprises Based on Big Data Mobile Information System	8
Local Cultural IP Development and Cultural Creative Design Based on Big Data and Internet of Things	8
Design of Smart Classroom System Based on Internet of Things Technology and Smart Classroom	8
Human-Computer Interaction Design of Intelligent Vehicle-Mounted Products Based on the Internet of Things	8
Antecedents of Continuance Intention of Social Networking Services (SNS): Utilitarian, Hedonic, and Social Contexts	8
A Deep Learning Model for Quick and Accurate Rock Recognition with Smartphones	8
Design of Enterprise Management System Based on Edge Computing Architecture	8
Efficient Computation Offloading for Service Workflow of Mobile Applications in Mobile Edge Computing	8
Deep Learning-Driven Gaussian Modeling and Improved Motion Detection Algorithm of the Three-Frame Difference Method	8
An Interactive Dashboard Using a Virtual Assistant for Visualizing Smart Manufacturing	8
Investigating the Impact of Cloud Computing Vendor on the Adoption of Cloud Computing	8
Media Information Dissemination Model of Wireless Networks Using Deep Residual Network	8
Human Motion Posture Detection Algorithm Using Deep Reinforcement Learning	7
Users’ Perceptions of Technological Features in Augmented Reality (AR) and Virtual Reality (VR) in Fashion Retailing: A Qualitative Content Analysis	7
Research on Intelligent Tourism Information System Based on Data Mining Algorithm	7
Three-Dimensional Reconstruction of Huizhou Landscape Combined with Multimedia Technology and Geographic Information System	7
Application of an Improved DCGAN for Image Generation	7
Flexible Numerology in 5G NR: Interference Quantification and Proper Selection Depending on the Scenario	7
A Cross-Border E-Commerce Approach Based on Blockchain Technology	7
Intrusion Detecting System Based on Temporal Convolutional Network for In-Vehicle CAN Networks	7
Investigating Mobile Banking Continuance Intention: A Mixed-Methods Approach	7
A 3D Machine Vision-Enabled Intelligent Robot Architecture	7
The Potential Energy of Artificial Intelligence Technology in University Education Reform from the Perspective of Communication Science	7
Research on the Blended Teaching Mode Reform of University Physical Education Curriculum Based on the Integration of 5G Cloud Computing and Multimedia	7
A Novel UAV Path Planning Algorithm Based on Double-Dynamic Biogeography-Based Learning Particle Swarm Optimization	7
Sentiment Prediction of Textual Data Using Hybrid ConvBidirectional-LSTM Model	7
Adoption of Mobile Government Cloud from the Perspective of Public Sector	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
A K-Means and Ant Colony Optimization-Based Routing in Underwater Sensor Networks	7
A Classification Method of Tourism English Talents Based on Feature Mining and Information Fusion Technology	7
Online Learning Support Service System Architecture Based on Location Service Architecture	7
Logisticschain: A Blockchain-Based Secure Storage Scheme for Logistics Data	7
Research on Uyghur-Chinese Neural Machine Translation Based on the Transformer at Multistrategy Segmentation Granularity	7
Design of Macroeconomic Growth Prediction Algorithm Based on Data Mining	7
An Anchor Node Selection Scheme for Improving RSS-Based Localization in Wireless Sensor Network	7
Characterisation of Intelligent Autonomous Agents Inspired by Biological Theory in Cognitive Environment	7
Multi-Cloud Integration Security Framework Using Honeypots	7
Research on Music Teaching and Creation Based on Deep Learning	7
Early Warning System of Tennis Sports Injury Risk Based on Mobile Computing	7
Coupling of Agricultural Product Marketing and Agricultural Economic Development Based on Big Data Analysis and “Internet+”	7
Application of Digital Mining Facing Information Fusion Technology in the Field of National Costume Culture Design	7
Intelligent Forwarding Strategy for Congestion Control Using Q-Learning and LSTM in Named Data Networking	7
Real-Time Collection Method of Athletes’ Abnormal Training Data Based on Machine Learning	7
An Extensible Data Enrichment Scheme for Providing Intelligent Services in Internet of Things Environments	6
Application of Computational Intelligence Algorithms in Radio Propagation: A Systematic Review and Metadata Analysis	6
Investment Priority Analysis of ICS Information Security Resources in Smart Mobile IoT Network Environment Using the Analytic Hierarchy Process	6
Detecting Home and Work Locations from Mobile Phone Cellular Signaling Data	6
YOLOv5-MGC: GUI Element Identification for Mobile Applications Based on Improved YOLOv5	6
Deep Learning Data Privacy Protection Based on Homomorphic Encryption in AIoT	6
Accurate Delivery of Online Advertising and the Evaluation of Advertising Effect Based on Big Data Technology	6
Personalized Learning Path Recommendation Based on Weak Concept Mining	6
Falcon: A Blockchain-Based Edge Service Migration Framework in MEC	6
Auxiliary Decision Support Model of Sports Training Based on Association Rules	6
Mobile Information System of English Teaching Ability Based on Big Data Fuzzy K-Means Clustering	6
Computer Aided Teaching System Based on Artificial Intelligence in Football Teaching and Training	6
Research on Real-Time Anomaly Detection of Fishing Vessels in a Marine Edge Computing Environment	6
Application Algorithms for Basketball Training Based on Big Data and Internet of Things	6
Classification and Improvement Strategy for Design Features of Mobile Tourist Guide Application: A Kano-IPA Approach	6
The Design and Application of College English-Aided Teaching System Based on Web	6
Propose a New Quality Model for M-Learning Application in Light of COVID-19	6
Film and TV Animation Production Based on Artificial Intelligence AlphaGd	6
An English Learning System Based on Mobile Edge Computing Constructs a Wireless Distance Teaching Environment	6
A Multi-Floor Indoor Pedestrian Localization Method Using Landmarks Detection for Different Holding Styles	6
An Intrusion Detection Scheme Based on Repeated Game in Smart Home	6
Application Value of Multimedia Artificial Intelligence Technology in English Teaching Practice	6
Promoting Information Privacy Protection Awareness for Internet of Things (IoT)	6
Empirical Study on Theories and Techniques of Adolescent Physical Health Promotion under the Background of Big Data	6
Predicting Joint Effects on CubeSats to Enhance Internet of Things in GCC Region Using Artificial Neural Network	6
Double Mask R-CNN for Pedestrian Detection in a Crowd	6
Financial Performance Management System and Wireless Sharing Network Optimization of Listed Enterprises under BPNN	6
Big Data Insights and Comprehensions in Industrial Healthcare: An Overview	6
A Scientific Research Information System via Intelligent Blockchain Technology for the Applications in University Management	6
The Impact of Context Awareness and Ubiquity on Mobile Government Service Adoption	6
A Systematic Review of Virtual Reality-Based Education Research Using Latent Dirichlet Allocation: Focus on Topic Modeling Technique	6
Web Page Ranking Using Web Mining Techniques: A Comprehensive Survey	6
Construction of Rural Cultural Service System Based on Mobile Information System	6
Research on Feature Fusion Speech Emotion Recognition Technology for Smart Teaching	6
Framework of the Smart Finance and Accounting Management Model under the Artificial Intelligence Perspective	6
LEO Satellite Channel Allocation Scheme Based on Reinforcement Learning	6
An Action Recognition Technology for Badminton Players Using Deep Learning	6
Smart Contract-Based Cross-Domain Authentication and Key Agreement System for Heterogeneous Wireless Networks	6
Role of 5G and Artificial Intelligence for Research and Transformation of English Situational Teaching in Higher Studies	6