Article directory
0 Introduction
Seniors collect and share the latest graduation topics for software engineering majors, which are of moderate difficulty and are suitable for graduation projects for your reference.
Topics compiled by senior students are as follows:
- relatively easy
- Workload meets standard
- The topic is novel
1 How to choose a topic
Recently, many juniors and juniors have asked their seniors about topic selection, so today I will teach you how to choose a graduation project topic!
The topic selection of graduation project is particularly important. Choosing a good topic is the first step to finally complete the graduation project.
Because the selection of the topic is inseparable from the subsequent design and implementation, if the topic you choose is something you cannot implement, and it cannot be modified after the topic is finalized, this will undoubtedly cause you a lot of trouble.
Let me introduce myself first. I am a graduate student in HIT. I have met many junior and senior interns. I will help them analyze the difficulty of topic selection and help them choose topics based on their own knowledge.
Generally speaking, a website system, such as some management systems based on the SSM framework, is easier and easier. But this year, it is difficult for this kind of front-end and back-end systems (collectively referred to as XXX management systems) to pass the graduation defense, because the basic work is broken, and more schools require that algorithms must be included in the design questions.
2 Latest Software Engineering Graduation Topics
Design and implementation of hotspot recommendation personalized news system based on SSM
Design and implementation of shared bicycle recognition system based on convolutional neural network
Design and implementation of automatic image classification system based on deep learning
Design and implementation of real-time news push platform based on VUE framework
Design and implementation of spam text message identification system based on convolutional neural network
Design and implementation of spam text message identification system based on convolutional neural network
Design and implementation of stock prediction system based on genetic algorithm
Design and implementation of Weibo public opinion system developed based on SSM
Design and implementation of human resources management system based on SSM
Development and design of human behavior recognition system based on convolutional neural network
Design and implementation of library management system based on collaborative filtering algorithm
Design and implementation of parking lot management system based on BP neural network
Design and implementation of rapid fire identification system based on YOLOV5
Design and implementation of image art style transfer system based on CNN algorithm
Design and implementation of backend management system for enterprise education platform developed based on React framework
Design and implementation of automatic song generation system based on machine learning
Design and implementation of graduate recruitment information and rental data system based on linear regression
Design and implementation of online job detection and archiving management system based on convolutional neural network
Design and implementation of text error correction system based on neural network model
Design and implementation of driving behavior recognition and management system based on deep learning
Design and implementation of garbage classification system based on convolutional neural network model
Design and implementation of multi-label news classification system based on CNN
Design and implementation of automatic coding system for identifying picture numbers based on convolutional general network
Design and implementation of livestock farm management system based on BP neural network
Design and implementation of face orientation system based on BP neural network
Research and implementation of human body key point recognition system based on convolutional neural network
Design and implementation of similar image recognition system based on deep learning
Design and implementation of email management system based on convolutional neural network
Design and implementation of fruit recognition and classification based on convolutional neural network model
Design and implementation of catering service management system based on machine learning
Design and implementation of license plate recognition parking management system based on convolutional neural network algorithm
Parking lot license plate recognition system based on Bp neural network
Application of content-based food recommendation system in Qingdao Institute of Technology
Design and implementation of campus help system based on SSM framework
Campus food recommendation system based on K-means algorithm
Design and implementation of vaccine reservation website based on Java
Design and implementation of a healthy diet customization system for hospital patients based on collaborative filtering algorithm
Application of image review system based on deep learning on Weibo
Design and implementation of personalized book recommendation system based on collaborative filtering
Design and implementation of student internship management system based on SSM framework
Design and implementation of visual data analysis platform based on DBSCAN algorithm
Web-based farm leasing and agricultural product sales management system
Application design of RL human-computer game based on convolutional neural network
Research and implementation of Beijing tourist attraction route optimization system based on ant colony algorithm
Design and implementation of web-based electronic product sales system
Design and implementation of rental information sharing system based on SSM+LayUI
Design and implementation of Weibo hot topic recommendation system based on historical behavior
Design and implementation of parking lot management system based on convolutional neural network
Design and implementation of campus intelligent garbage classification and recycling system based on WeChat applet
Design and implementation of Beijing’s housing price prediction system based on machine learning
Design and implementation of second-hand book trading system based on Javaweb
Design and implementation of blog system platform based on Django framework
Design and implementation of tire warehouse cargo management system based on K-means algorithm
Design and implementation of China epidemic analysis based on Tableua
Design and implementation of a multi-functional visual accounting system based on database applications
Chinese cuisine recommendation system based on SparkStreaming+ALS
Design and implementation of Qingdao hotel recommendation system based on collaborative filtering algorithm
Design and implementation of image style fusion system based on neural network
Epidemic prevention and control mask wearing detection system based on deep learning
Design and implementation of fingerprint and face recognition punch-in system based on matlab
Design and implementation of network teaching management system based on spring boot framework
Design and implementation of pet shop management system based on CNN algorithm
Design and implementation of vehicle violation management system based on CNN algorithm
Design and implementation of fuzzy image sharpening system based on deep learning
Design and implementation of personal blog login system based on face recognition
Design and implementation of supermarket product management system based on association rule algorithm
Design and implementation of movie platform based on collaborative filtering algorithm
Design and implementation of pharmacy management system based on Apriori algorithm
Implementation and design of attendance management system based on OpenCV
Design and implementation of online learning system based on Springboot
Design and implementation of botanical garden tour guide system based on machine learning
Design and implementation of question and answer system based on BERT technology
Design and implementation of logistics park congestion prediction system based on spark
Design and implementation of online shopping mall based on collaborative filtering algorithm
Design and implementation of campus access control system based on opencv
Public opinion analysis and visualization based on clustering algorithm
Design and implementation of course resource management system based on K nearest neighbor algorithm
Design and implementation of outpatient drug recommendation system based on Apriori algorithm
Design and implementation of student classroom management system based on deep learning
Design and implementation of recruitment system based on collaborative filtering algorithm
Design and implementation of news recommendation system based on text multi-label classification algorithm
Design and implementation of driver monitoring system based on CNN algorithm
Design and implementation of pneumonia type identification system based on TensorFlow
Design and implementation of news search engine based on python
Design and implementation of music platform system based on collaborative filtering algorithm
Design and implementation of Weibo event analysis and visualization system based on data mining
Design and implementation of hospital revenue forecasting system based on regression analysis algorithm
Design and implementation of office clock-in system based on opencv
Design and implementation of car recommendation system based on SpringBoot
Design and implementation of college student dating system based on SSM+VUE+ElementUI
Design and implementation of disease type identification system based on TensorFlow
Design and implementation of employment analysis system based on Sklearn algorithm
Design and implementation of air pollutant data analysis system based on Spring Cloud
Design and implementation of intelligent dormitory allocation system based on greedy algorithm
Design and implementation of the new crown vaccine supervision system based on SSM
Design and implementation of precipitation early warning system based on Python
Design and implementation of weather prediction system based on linear regression algorithm
Application of smart safety monitoring, early warning and prevention system based on cloud computing in chemical factories
Design and implementation of e-sports event prediction system based on decision tree algorithm
Design and implementation of new coronavirus epidemic data analysis system based on Spring Boot
Design and implementation of housing analysis system based on React framework
Design and implementation of shopping mall epidemic prevention and control management system based on K-means algorithm
Design and implementation of motor vehicle driver facial expression analysis system based on convolutional neural network
Design and implementation of digital library management system based on cluster analysis algorithm
Design and implementation of fiscal revenue forecasting system based on linear regression algorithm
Design and implementation of news text data analysis system based on KNN algorithm
Design and implementation of electricity consumption analysis and prediction system based on Python
Design and implementation of sign language image recognition system based on Opencv2+Opencvse
Design and implementation of enterprise entity recognition based on deep learning
Design and implementation of smart medical management system based on PFID
Design and implementation of intelligent body scoring system based on Android
Design and implementation of freshmen admission ranking system based on equidistant sampling algorithm
Design and implementation of news release system based on MVC framework
Design and implementation of interactive system for travel enthusiasts based on SpringMVC framework
Design and implementation of theropod dinosaur identification and distribution and evolution system based on deep learning
Design and implementation of Android software for blind people’s travel based on deep learning
Design and implementation of a university scientific research capability analysis system based on discrete Hopefiled neural network algorithm
Design and implementation of hospital revenue information forecasting system based on Python
Design and implementation of university forum management system based on Django
Design and implementation of dessert recommendation system based on Chinian Dessert Network
System design and implementation of mask detection and classification based on machine learning
Design and implementation of part-time job recommendation system for college students based on Qingdao Institute of Technology
Design and implementation of resident doctor workstation management system based on big data
Design and implementation of personalized hairstyle matching system based on neural network
3D multi-character fighting game development based on Unreal 4 engine
Design and implementation of vegetable recognition system based on neural network
Design and implementation of men's casual clothing matching system based on hybrid algorithm
Design and implementation of bank card number identification system based on deep learning
Design and implementation of intelligent health management assistant based on Android
Design and implementation of vehicle deployment system based on JD Logistics
Design and implementation of Qingdao road congestion early warning system based on WeChat applet
Design and implementation of fire early warning system based on image recognition
Design and implementation of voice recognition takeaway ordering system based on Meituan Selection
Design and implementation of red wine recommendation system based on Torres Fine Wine Industry
Design and implementation of facial sign-in system based on machine learning
Design and implementation of warehouse management system based on Hadoop
Design and implementation of diet matching system based on mint nutritionist
Design and implementation of air quality prediction system based on deep learning
Design and implementation of educational information recommendation system based on Qingdao News Network
Design and implementation of NBA team winning rate prediction system based on machine learning
Design and implementation of sports goods mall system imitating YouPeNet
Design and implementation of enterprise employee health management system based on AP clustering algorithm
Design and implementation of film and television creation forum system based on Douban Movies
Design and implementation of campus access control detection system based on computer vision
Design and implementation of electrical appliance recommendation system based on Gome Mall
Design and implementation of earthquake disaster big data capture system based on JAVA
Design and implementation of WeChat applet for intelligent food recommendation and ordering based on handheld Yanhe
Design and implementation of driver fatigue driving detection system based on machine learning
Design and implementation of competition information management system based on Spring Boot
Design and implementation of classroom attendance system based on WeChat applet
Design and implementation of driver fatigue detection and early warning system based on neural network
Design and implementation of intelligent class scheduling system based on springboot
Design and implementation of car rental platform based on SSM framework
Design and implementation of clothing shopping website system based on JAVA Web
Design and implementation of approval business flow and form system based on Jiaozhou Urban Construction OA system
Design and implementation of water quality management prediction system based on deep learning
Design and implementation of Weibo public opinion monitoring system based on Python
Design and implementation of graduation project management system based on Spring Boot
Design and implementation of new crown vaccination management system based on SSM framework
Design and implementation of garbage classification guidance system based on WeChat applet
Design and implementation of restaurant ordering system based on WeChat applet
Design and implementation of elderly care service management system based on Spring Boot
Design and implementation of a college entrance examination application recommendation system based on collaborative filtering algorithm
Retake course information management system based on springboot
Design and implementation of news review emotional tendency analysis system based on LSTM
Design and implementation of supermarket management system based on Java
Design and implementation of the number of people identification system in school study rooms based on yolov3 algorithm
Design and implementation of elective course selection system based on collaborative filtering algorithm
Design and implementation of restaurant recommendation system based on collaborative filtering
Design and implementation of smart office system based on Spring Cloud
Design and implementation of Qingdao Institute of Technology dormitory repair reporting and tracking system based on WeChat applet
Design and implementation of test question management and test paper generation system for online examinations
Design and implementation of online examination room management and proctoring system based on Java Web
Design and implementation of nucleic acid detection information management system based on SpringBoot
Design and implementation of Qingdao Institute of Technology student employment information management system based on SpringBoot
Design and development of library seat reservation management system based on WeChat applet
Design and implementation of driving test online learning and testing system based on WeChat applet
Design and implementation of advertising effect analysis system based on K-means algorithm
Design and implementation of video fake face recognition system based on Face Recognition and SVM
Design and implementation of cosmetics recommendation system based on deep learning
Design and implementation of facial expression recognition system based on convolutional neural network
Design and implementation of second-hand housing price analysis and prediction system in Qingdao based on linear regression
Design and implementation of deep learning scientific literature recommendation system based on collaborative filtering algorithm
Design and implementation of a system for predicting the amount of steam generated by a boiler based on a multiple linear regression model
Design and implementation of o2o housekeeping management system based on Android
Design and implementation of domestic and foreign new crown epidemic prediction systems based on LSTM neural network algorithm
Design and implementation of pest target detection system based on paddlepaddle algorithm
Design and implementation of bus query system based on Dijkstra algorithm
Design and implementation of animal intelligent recognition system based on principal component analysis method
Design and implementation of book information data analysis system of China Book Network based on multiple linear regression model
Design and implementation of character breakthrough game based on Unity2D engine
Design and implementation of Shuya window decoration applet for customer information analysis based on KNN algorithm
Design and implementation of forest resources disaster prevention management system based on deep learning algorithm
Research on study situation analysis and review strategies of postgraduate entrance examination points based on Apriori algorithm
Design and implementation of stock prediction and future leading stock analysis system based on KNN algorithm
Design and implementation of rainfall prediction system in Qingdao based on exponential smoothing algorithm
Design and implementation of software installation recommendation system based on collaborative filtering algorithm
Design and implementation of traffic sign recognition system based on CNN deep learning network
Design and implementation of Zhanqi game based on unity
Design and implementation of taxi meter system based on regression forest
Design and implementation of supermarket automatic marketing system based on collaborative filtering algorithm
Design and implementation of homestay price analysis system based on K-Means algorithm
Design and implementation of a fair points system for teachers’ professional titles based on PCA algorithm
Design and implementation of a side-scrolling plot-oriented puzzle game based on the Unity engine
Design and implementation of intelligent price prediction system for various agricultural products based on ANN algorithm
Design and implementation of real-time big data monitoring platform for stores based on machine learning
Design and implementation of AI face cartoonization system based on tensorflow algorithm
Design and implementation of pet product recommendation system based on collaborative filtering algorithm
Design and implementation of personalized learning material recommendation system based on combined recommendation technology
Design and implementation of rural community management and information service system based on microservices framework
Design and implementation of hospital triage management system based on Spring technology
Design and implementation of automobile maintenance customer service system based on customer value analysis
Design and development of stray animal rescue platform based on Spring framework
Design and implementation of e-commerce user behavior analysis system based on Hadoop
Design and implementation of face recognition classroom roll call system based on OpenCV
Design and implementation of vehicle-mounted road monitoring system based on YOLO
Design and implementation of apartment access control property management system based on neural network
Design and implementation of online examination system under epidemic prevention and control
Design and implementation of crop yield prediction and analysis system based on historical data and Prophet
Design and implementation of enterprise order operation platform under the background of big data
Design and implementation of campus canteen ordering system based on Spring Boot
Design and implementation of library management system based on intelligent search engine
Design and implementation of intelligent office system based on Spring Boot framework
Design and implementation of corn pest identification and management system based on OpenCV
Design and implementation of parking lot charging management system based on deep learning technology
Design and implementation of ticket management system based on Flask framework
Design and implementation of enterprise employee attendance management system based on face recognition
Design and implementation of internship and employment management system for fresh graduates under the background of big data
Design and implementation of cloud classroom education system based on personalized recommendation
Design and implementation of intelligent garbage identification and classification system based on Android mobile terminal
Design and implementation of air quality analysis platform based on Prophet
Design and implementation of a personalized resume job recommendation system
Design and implementation of air ticket price prediction system based on big data linear regression algorithm
Design and implementation of medical service system from the perspective of smart medical care
Design and implementation of campus second-hand items trading platform based on JSP and Servlet
Design and implementation of B2C model mall system based on microservice architecture
Design and implementation of mobile phone package recommendation system based on personalized needs
Design and implementation of campus news recommendation system based on collaborative filtering algorithm
Design and implementation of agricultural big data pig farm management system based on VUE framework
Design and implementation of recommendation system for Dewu e-commerce platform based on collaborative filtering algorithm
Design and implementation of garbage classification system based on deep transfer learning
Design and implementation of online fresh food supermarket shopping management system based on Django
Design and implementation of smart speaker recommendation system based on Apriori algorithm
Design and implementation of flower recognition system based on convolutional neural network
Design and implementation of mobile learning platform based on WeChat applet
Design and implementation of news retrieval system based on python
Research and implementation of cardiac arrhythmia pattern classification algorithm based on deep neural network
Design and implementation of 5A-level scenic spot tourism website based on collaborative filtering algorithm
Crayfish price collection monitoring and management system based on java
Design and implementation of badminton club management system based on Web-based B/S architecture
Design and implementation of hospital information management system based on B/S architecture
Design and implementation of gesture recognition control system based on TensorFlow
Design and implementation of food traceability system based on jsp
Design and implementation of real-time update system for COVID-19 vaccination based on SpringBoot
Mall system based on flask
Design and implementation of cat cafe system based on springboot
Design and implementation of travel agency management system based on JAVA
Design and implementation of automatic grading system based on deep learning
Design and implementation of emergency call watch real-time monitoring system based on deep learning intelligence
Design and implementation of enterprise document information management system based on Spring technology
Design and implementation of an intelligent early warning model for the spread of the new coronavirus epidemic based on deep learning
Research and implementation of real-time medical data mining system based on Spark
Design and implementation of intelligent diagnosis system based on uni-app framework
Design and implementation of national hydropower generation forecasting system based on Prophet algorithm
Design and implementation of smart traffic real-time monitoring system based on Spark
Examples of senior development works:
Epidemic business prevention and control system
Movie review data analysis and visualization system
