2023 Latest Big Data Graduation Project Topics (117)

1. An identification system for college students' mental health problems based on public anonymous platform data 
2. SOA-based agricultural big data management service platform 
3. Research on Adverse Drug Reaction Monitoring Based on Adversarial Transfer Learning 
4. Public opinion analysis system for social big data 
5. Investment Decision Analysis System Based on Announcement Events 
6. Wuhu Destination Image Perception Platform Based on UGC Social Data Analysis 
7. Wisdom based on spatio-temporal big data and neural network technology 
8. One-stop drug system based on knowledge graph 
9. Research on Motion Intent Recognition Algorithm Based on Deep Learning 
10. Human metal implant detection scheme based on medical magnetic flux big data 
11. QSAR Model Construction Based on Machine Learning for Drug Screening 
12. A BERT-based viral B cell epitope prediction tool 
13. Smart elderly care service platform based on blockchain and big data analysis technology 
14. Intelligent Q&A Visualization Platform Based on Chinese Cultural Knowledge Graph 
15. Precise Prevention and Control of Infectious Diseases and Intelligent Analysis System 
16. Power big data intelligent analysis and processing system 
17. Research on Computational Acceleration of Gene Big Data GWAS Algorithm Based on Heterogeneous Computing 
18. BILSTM-CRF and BIGRU natural language processing model and kill chain matching system based on knowledge graph 
19. Intelligent Early Warning System for Enterprise Negative Events Facing Massive Internet Texts 
20. Application of precise monitoring of river channels for multi-dimensional water pollution time series matrix analysis 
21. Tongue Image Aided Diagnosis Based on Meta-Learning Siamese Network 
22. CXR image pneumonia recognition and lesion localization system based on deep learning 
23. A cross-field paper recommendation system based on international literature big data 
24. Research on Multivariate Yellow River Water Level Time Series Prediction Model Based on ARIMA-CNN-LSTM 
25. Analyzing Talent Recruitment Big Data Based on Hive Data Warehouse and Sklearn Regression 
26. Walnut Pest Recognition System Based on Convolutional Neural Network 
27. Big data emotion recognition system for barrage text based on semi-supervised deep learning 
28. Modeling and Analysis of Situational Characteristics of Aquatic Product Breeding Cycle Based on Unsupervised Learning 
29. Yoyo Knowing Porcelain-a small program for recognizing ceramic types and patterns based on VGG neural network 
30. Drug-drug interaction prediction platform based on multi-view learning 
31. Visual Analysis System of Subway Passenger Flow Prediction and Station Classification Based on LightGBM 
32. Envir-Monitor—a sewage anomaly monitoring system based on multi-algorithm fusion 
33. Real-time Campus Management System Based on Massive Campus Big Data—Taking XXX University as an Example 
34. Smart Elderly Canteen Based on Data Analysis 
35. Nutritious Garden - Nutritional Catering System Based on Multi-model Fusion Recommendation Algorithm 
36. Intelligent detection of network water army based on graph theory and deep learning 
37. Auxiliary Supervision System for Aeronautical Radio Abnormal Signals and Interference Sources 
38. Browser Malicious Extension Monitoring System Based on Multimodal Feature Fusion 
39. Channel big data analysis and physical layer key generation system 
40. Intelligent navigation and recommendation system based on customer shopping trajectory 
41. Stock Assistant Intelligent Decision System Based on Hypergraph Neural Network 
42. Depression analysis and response based on deep learning
43. Research on the development trend of unicorn companies from the perspective of big data 
44. Big Data Mining and Visualization Based on Human Cardiovascular Disease Diagnosis Data 
45. B2C e-commerce big data warehouse platform based on Hadoop 
46. Single-label news corpus text classifier based on multi-module fusion attention mechanism
47. Visual analysis of e-commerce user behavior based on K-means algorithm and RFM model 
48. Spark-based movie recommendation system 
49. University social media emotion monitoring and prediction system based on NLP technology 
50. Big data subway passenger flow analysis solution based on Kunpeng technology 
51. Intelligent digital factory monitoring platform 
52. High performance news recommendation system based on high timeliness data and knowledge distillation 
53. Unsupervised Drug-Target Interaction Prediction Based on Structural Similarity 
54. Looking at the sales analysis system of new energy vehicles from the perspective of big data
55. Establishment and prediction of decision-making model for determining pregnancy outcome based on blastocyst hatching 
56. Analysis and solution to the problem of running out of medical resources based on multi-source infection mining algorithm  
57. Data-driven high school students' admission requirements and voluntary recommendation 
58. Intelligent Traffic Monitoring System Based on Trajectory Prediction and Hotspot Mining 
59. A zero-watermark-based neural network model copyright protection terminal behavior analysis system
60. POP-Government Public Opinion Regional Multivariate Analysis System Based on Big Data Tourist Destination Impression Analysis 
61. Trajectory Analysis of Radar and Ship AIS Targets Based on Deep Learning 
62. Intelligent recognition system of fire video surveillance based on deep learning 
63. Traditional Chinese Medicine Knowledge Graph System Based on Graph Convolutional Neural Network 
64. Abnormal recognition of online commodities based on deep learning 
65. Brain tumor recognition and classification algorithm based on improved AlexNet model under big data 
66. Ancient tea all over the world: China's ancient tea tree big data platform 
67. Microblog Hot Topic Evolution Analysis System Based on Deep Learning 
68. Project intelligent review system based on data intelligent processing technology 
69. Target molecular observation system based on human-computer interaction 
70. Real-time multi-scale traffic sign rapid recognition system for unmanned driving 
71. Enterprise information security alert system based on big data technology 
72. Weibo public opinion analysis platform based on big data 
73. Distributed real-time traffic analysis platform based on multi-model fusion 
74. Intelligent recommendation system for location selection of catering entrepreneurial stores based on big data 
75. Research on visual analysis method for high-dimensional time-series air pollution data 
76. "Digital Intelligence Twin" Agricultural Precision Planting Solution 
77. Analysis of user's non-renewal behavior upon expiration (based on Internet online education companies) 
78. Cloud service platform for precise management and control of shrimp farming based on microservices and artificial intelligence 
79. A comprehensive platform for the construction and application of Chinese second language learners' speech corpus for artificial intelligence innovation 
80. Construction and application of stroke risk prediction model based on random forest algorithm 
81. Build a knowledge map based on BERT to realize intelligent guidance 
82. Bank product seckill system based on distributed microservices 
83. Analysis of multi-disease detection system of X-ray chest film based on SAR-CNN 
84. Restoration and Intelligent Segmentation Detection System 
85. Big data analysis and mining based on shared bicycles 
86. sumformer: short text classification model based on network big data text 
87. Marine biometric identification system based on deep learning 
88. Data management and data intelligence solutions for the unified platform of electronic medical records 
89. Gene-assisted disease prediction based on machine learning 
90. Campus big data electricity safety intelligent monitoring system snack stack 
91. Movie Recommendation System Based on Graph Neural Network 
92. Application of ARIMA Time Series Analysis Model in Agricultural Production Guidance 
93. Intelligent Prediction and Analysis of Data Nodes in Digital Twin Grid 
94. Realization of Stock Price Prediction System Based on Stock Bar Sentiment Analysis——A Research Strategy Based on Investor Sentiment Classification 
95. Privacy protection under data sharing 
96. Data-driven intelligent modeling and simulation of bicycle movement 
97. Public opinion analysis system for social networking sites based on Spark Mlib and integrated learning 
98. Weibo public opinion analysis platform based on big data 
99. Big data deep mining and diagnosis and treatment plan recommendation system for intensive care unit 
100. Lip recognition system based on self-distilled SEResformer 
101. Comparison of keyword extraction and machine learning models based on NLTK&TF-IDF
102. Construction and application of crop disease control model based on big data 
103. Smart transportation, helping road safety construction - based on YOLOv5-CNN model 
104. Large truck right turn illegal behavior detection 
105. The leader of the whole process intelligent psychological assessment 
106. Enterprise employment survey and big data analysis platform 
107. Research on the Path of Reform and Innovation of Ecological Protection Compensation Mechanism——Based on Multi-perspective Text Mining 
108. Research and Implementation of Data Cloud Disk Based on Big Data Framework Hadoop 
109. Prediction of short-term passenger flow of buses based on ARIMA-LSTM combination model 
110. Big data application design of selenium-enriched tea public opinion 
111. Library Big Data Platform Based on Admission & Borrowing Information 
112. Farmland anomaly information extraction system based on improved neural network and hyperspectral data
113. Optimal Analysis of Urban Bus Network Routes 
114. ELK-based monitoring of abnormal commodities (price, sales) on the online retail platform 
115. Eye medical diagnosis assistant system based on big data 
116. Diabetes analysis and intelligent detection based on big data