《人工智能原理认知与应用研究》读书笔记目录一、内容概览................................................31.本书的目的和背景......................................42.人工智能的发展历程与趋势..............................5二、人工智能的基本概念......................................71.人工智能的定义........................................82.人工智能的三个层次....................................93.人工智能的主要研究领域...............................11三、知识表示与推理.........................................121.知识表示的方法.......................................152.推理机制与算法.......................................16四、机器学习...............................................181.机器学习的基本概念...................................192.监督学习.............................................213.无监督学习...........................................224.强化学习.............................................23五、自然语言处理...........................................251.自然语言处理的基本任务...............................262.分词与词性标注.......................................273.句法分析与语义理解...................................284.信息抽取与情感分析...................................29六、计算机视觉.............................................311.计算机视觉的基本问题.................................322.图像分类与识别.......................................333.目标检测与跟踪.......................................354.人脸识别与表情识别...................................36七、机器人学...............................................371.机器人的基本概念.....................................382.机器人的结构与控制...................................393.机器人的感知与交互...................................40八、人工智能的应用.........................................411.人工智能在医疗健康领域的应用.........................422.人工智能在教育领域的应用.............................443.人工智能在交通领域的应用.............................454.人工智能在金融领域的应用.............................46九、人工智能的未来发展.....................................471.人工智能与物联网的融合...............................482.人工智能与量子计算机的结合...........................503.人工智能伦理与法律问题...............................51十、结论...................................................531.本书对人工智能的总结...