tkinter论文推荐系统
时间: 2023-07-13 18:06:14 浏览: 52
以下是一个基于 Tkinter 的简单论文推荐系统的示例代码,可以供您参考:
```python
import tkinter as tk
from tkinter import scrolledtext
# 定义文章列表
articles = [
"Deep learning for image recognition",
"Natural language processing with neural networks",
"Machine learning for anomaly detection",
"Data mining techniques for pattern recognition",
"Reinforcement learning in robotics",
"Evolutionary algorithms for optimization",
"Big data analytics with Hadoop and Spark",
"Cloud computing for data storage and processing"
]
# 定义推荐函数,根据输入关键词返回匹配文章
def recommend(keyword):
matches = []
for article in articles:
if keyword.lower() in article.lower():
matches.append(article)
return matches
# 定义 GUI 界面
class App:
def __init__(self, master):
self.master = master
master.title("论文推荐系统")
# 添加标签
self.label = tk.Label(master, text="请输入关键词:")
self.label.pack()
# 添加输入框和按钮
self.entry = tk.Entry(master)
self.entry.pack()
self.button = tk.Button(master, text="查找", command=self.search)
self.button.pack()
# 添加滚动文本框
self.text = scrolledtext.ScrolledText(master, width=50, height=10)
self.text.pack()
# 查找按钮的回调函数
def search(self):
keyword = self.entry.get()
matches = recommend(keyword)
if matches:
self.text.delete('1.0', tk.END)
for match in matches:
self.text.insert(tk.END, match + "\n")
else:
self.text.delete('1.0', tk.END)
self.text.insert(tk.END, "没有找到匹配的文章")
# 启动应用程序
root = tk.Tk()
app = App(root)
root.mainloop()
```
该论文推荐系统使用了 Tkinter 的 GUI 组件,包括标签、输入框、按钮和滚动文本框。当用户输入关键词并点击“查找”按钮时,系统会返回所有匹配的文章,并在滚动文本框中显示结果。
注意,该示例代码仅为演示用途,实际情况下您可能需要使用更复杂的算法来实现更准确的推荐。