Research on Predictive Analytics and Artificial Intelligence in Software Use Case Forecasting
The application of predictive analytics and artificial intelligence in the field of software use case prediction is deeply discussed.Firstly,the importance of software use case prediction is summarized,and the development background of predictive analytics and artificial intelligence technology and their applications in different industries are analyzed.Secondly,an innovative technological framework,namely intelligent predictive analysis model,is pro-posed,and the construction and implementation process of the framework is described in detail,including key steps such as data collection and processing,model construction,algorithm selection,and performance evaluation and optimization.Then,through simulation experiments,the effectiveness of the intelligent predictive analysis model framework in predicting the frequency of software usage in different user groups is demonstrated.The experimental results show that using the intelligent predictive analysis model framework can effectively improve the accuracy and efficiency of software use case prediction.Finally,the challenges in practical applications and future development directions are discussed,and the application prospect and research value of predictive analytics and artificial intelli-gence in software use case prediction are pointed out.
predictive analyticsartificial intelligencesoftware use case forecasting
NETL
NSTL
万方数据
