Math Word Problem Solving

Translating the provided Chinese text about math word problems into English, we get: Math word problems are mathematical exercises presented in natural language form, commonly found in textbooks, homework, or exams. They require the solver to extract key information from the narrative and convert it into a mathematical model for solving. The goal of solving math word problems is to enhance the solver's logical thinking ability and capability to create mathematical models for real-world problems, which holds significant educational and practical value. In complex scenarios such as time series analysis, the ability to solve math word problems is particularly important, as it can help accurately understand and predict trends in data changes.