Artificial Intelligence for Human Computer Interaction: A Modern Approach
暫譯: 人機互動的人工智慧:現代方法
Li, Yang, Hilliges, Otmar
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商品描述
This edited book explores the many interesting questions that lie at the intersection between AI and HCI. It covers a comprehensive set of perspectives, methods and projects that present the challenges and opportunities that modern AI methods bring to HCI researchers and practitioners. The chapters take a clear departure from traditional HCI methods and leverage data-driven and deep learning methods to tackle HCI problems that were previously challenging or impossible to address.
It starts with addressing classic HCI topics, including human behaviour modeling and input, and then dedicates a section to data and tools, two technical pillars of modern AI methods. These chapters exemplify how state-of-the-art deep learning methods infuse new directions and allow researchers to tackle long standing and newly emerging HCI problems alike. Artificial Intelligence for Human Computer Interaction: A Modern Approach concludes with a section on Specific Domains which covers a set of emerging HCI areas where modern AI methods start to show real impact, such as personalized medical, design, and UI automation.商品描述(中文翻譯)
這本編輯書籍探討了人工智慧(AI)與人機互動(HCI)交集處的許多有趣問題。它涵蓋了一系列全面的觀點、方法和專案,展示了現代 AI 方法對 HCI 研究者和從業者所帶來的挑戰與機會。各章節明確地脫離了傳統 HCI 方法,利用數據驅動和深度學習方法來解決過去難以或不可能處理的 HCI 問題。
書籍首先探討經典的 HCI 主題,包括人類行為建模和輸入,然後專門 dedicates 一個部分來討論數據和工具,這是現代 AI 方法的兩個技術支柱。這些章節示範了最先進的深度學習方法如何注入新的方向,使研究者能夠同時解決長期存在和新興的 HCI 問題。《人工智慧與人機互動:現代方法》最後以一個關於特定領域的部分作結,涵蓋了一系列新興的 HCI 領域,在這些領域中,現代 AI 方法開始顯示出真正的影響,例如個性化醫療、設計和 UI 自動化。