智慧人機互動

臺北科技大學 115-1 學期課程，課號 365996。

課程大綱

隨著生成式AI與大型語言模型迅速融入設計流程與數位產品開發，互動設計者需具備整合AI技術與人機介面設計的跨域素養。本課程旨在探討人工智慧技術於人機互動設計中的應用，培養學生設計與開發智慧互動系統的核心能力。課程內容涵蓋人機互動及互動設計之基本概念、語意理解與回應機制、以及AI驅動之使用者體驗創新。教學上將透過講述法和工作坊建立基礎觀念，搭配上機實作強化技術操作能力，並以專題導向學習形式，引導學生完成從構思到原型開發之完整設計流程。 As generative AI and large language models (LLMs) reshape design processes, interaction designers must integrate AI technologies with human-computer interface design to enhance the user experience. This course explores the application of AI in human-computer interaction (HCI), focusing on essential skills for developing intelligent interactive systems. Topics include HCI fundamentals, semantic understanding and response mechanisms, and AI-driven innovations in user experience. Lectures build theoretical foundations, hands-on practice strengthens technical skills, and project-based learning guides students from ideation to prototyping.

課程進度

Introduction - Human-AI Interaction Human-Computer Interaction (Input-to-Output) Artificial Intelligence and Its Application Human-AI Dialogue Human Factors in Human-AI Interaction Data-to-Context Interaction with Large Multimodal Models (LMM) Midterm Report and Presentation Interacting with the Virtual Human Heuristic Evaluation for AI Interaction Final Project Proposal Human-AI Co-Creation Human-AI Augmentation Invited talk by guest speaker Final Project Presentation Final Project Demonstration (12/26, Whole Day) Final Project Demonstration (元旦) (12/26, Whole Day) Final Project Demonstration (12/26, Whole Day)

評量方式

Homework 30% Midterm Report and Presentation 20% Final Project Proposal 10% Final Project Presentation 20% Final Project Demonstration 20%

教材

【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】 使用外文原文書：否 自編教材