人工智能应用技术基础教程
定价：￥49.00
作者： 付祥
出版时间：2026-02
出版社：电子工业出版社
- 电子工业出版社
- 9787121522437
- 1-1
- 16开
- 2026-02
- 317
- 工学
- 计算机类
- 计算机科学与技术
- 本科 高职
内容简介
本书分10章，第1～2章构建人工智能技术原理与生成式人工智能发展脉络的知识底座和伦理守护能力；第3～8章聚焦七大工作场景展开AIGC实践，涵盖文本生成、思维导图、数据统计、演示文稿、跨媒介创作（AI绘画、视频、音频、数字人）、人工智能辅助编程等模块化任务，每章均配备了真实的产业案例与操作指引，第9章介绍人工智能的未来趋势，第10章特别设计了本地部署AIGC大模型的进阶内容，培养学生技术自主可控意识与私有化部署能力。本书主要面向职业教育非计算机专业的学生，既可以作为人工智能通识课程的教学用书，也可以作为广大人工智能技术使用爱好者的入门参考书。
目录
第 1 章 人工智能技术 ···················································································· 1
1.1 人工智能技术概述 ··············································································· 1
1.2 人工智能的发展历程 ············································································ 4
1.3 人工智能核心技术原理 ········································································· 8
1.3.1 机器学习 ···················································································· 8
1.3.2 深度学习 ·················································································· 10
1.3.3 技术局限性 ··············································································· 11
1.4 人工智能技术的应用场景 ···································································· 12
1.5 人工智能技术的发展趋势 ···································································· 14
课后习题 ································································································ 17
第 2 章 生成式人工智能技术 ·········································································· 19
2.1 生成式人工智能技术的发展和历史 ························································ 19
2.1.1 生成式人工智能的起源与发展脉络 ················································· 19
2.1.2 生成式人工智能的关键技术 ·························································· 20
2.1.3 生成式人工智能的应用领域 ·························································· 21
2.1.4 生成式人工智能面临的挑战与展望 ················································· 22
2.2 国内主流 AIGC 平台 ·········································································· 22
2.2.1 AI 搜索领域 ·············································································· 23
2.2.2 聊天对话领域 ············································································ 25
2.2.3 长文本处理领域 ········································································· 26
2.2.4 演示文稿生成领域 ······································································ 27
2.2.5 图片生成领域 ············································································ 29 2
.2.6 音乐生成领域 ············································································ 31
2.2.7 视频生成领域 ············································································ 33
2.2.8 数字人生成领域 ········································································· 35
2.2.9 思维导图生成领域 ······································································ 37
2.2.10 AI 辅助编程领域 ······································································· 39
2.3 生成式人工智能真伪辨析 ···································································· 40
2.3.1 时效问题 ·················································································· 41
2.3.2 真实性问题 ··············································································· 42
2.3.3 逻辑陷阱问题 ············································································ 44
2.4 我国的人工智能生成内容标识管理办法 ·················································· 45
课后习题 ································································································ 46
第 3 章 文字工作 AIGC 创作 ········································································· 48
3.1 大语言模型和文本生成 ······································································· 48
3.1.1 大语言模型的定义与架构 ····························································· 49
3.1.2 文本生成的内容类型 ··································································· 49
3.1.3 文本生成的机制与过程 ································································ 49
3.1.4 文本生成的质量与挑战 ································································ 50
3.2 高效对话和交流（AI 提示词） ····························································· 50
3.2.1 提示词的定义与作用 ··································································· 51
3.2.2 提示
1.1 人工智能技术概述 ··············································································· 1
1.2 人工智能的发展历程 ············································································ 4
1.3 人工智能核心技术原理 ········································································· 8
1.3.1 机器学习 ···················································································· 8
1.3.2 深度学习 ·················································································· 10
1.3.3 技术局限性 ··············································································· 11
1.4 人工智能技术的应用场景 ···································································· 12
1.5 人工智能技术的发展趋势 ···································································· 14
课后习题 ································································································ 17
第 2 章 生成式人工智能技术 ·········································································· 19
2.1 生成式人工智能技术的发展和历史 ························································ 19
2.1.1 生成式人工智能的起源与发展脉络 ················································· 19
2.1.2 生成式人工智能的关键技术 ·························································· 20
2.1.3 生成式人工智能的应用领域 ·························································· 21
2.1.4 生成式人工智能面临的挑战与展望 ················································· 22
2.2 国内主流 AIGC 平台 ·········································································· 22
2.2.1 AI 搜索领域 ·············································································· 23
2.2.2 聊天对话领域 ············································································ 25
2.2.3 长文本处理领域 ········································································· 26
2.2.4 演示文稿生成领域 ······································································ 27
2.2.5 图片生成领域 ············································································ 29 2
.2.6 音乐生成领域 ············································································ 31
2.2.7 视频生成领域 ············································································ 33
2.2.8 数字人生成领域 ········································································· 35
2.2.9 思维导图生成领域 ······································································ 37
2.2.10 AI 辅助编程领域 ······································································· 39
2.3 生成式人工智能真伪辨析 ···································································· 40
2.3.1 时效问题 ·················································································· 41
2.3.2 真实性问题 ··············································································· 42
2.3.3 逻辑陷阱问题 ············································································ 44
2.4 我国的人工智能生成内容标识管理办法 ·················································· 45
课后习题 ································································································ 46
第 3 章 文字工作 AIGC 创作 ········································································· 48
3.1 大语言模型和文本生成 ······································································· 48
3.1.1 大语言模型的定义与架构 ····························································· 49
3.1.2 文本生成的内容类型 ··································································· 49
3.1.3 文本生成的机制与过程 ································································ 49
3.1.4 文本生成的质量与挑战 ································································ 50
3.2 高效对话和交流（AI 提示词） ····························································· 50
3.2.1 提示词的定义与作用 ··································································· 51
3.2.2 提示
