相關主題
商品描述
Every AI system needs to interact with humans and AI is affecting nearly every human engagement with digital technology from simple word processors to autonomous vehicles. This book explores these rich human aspects of AI: how AI can help in user experience (UX) design and how effective user interfaces can help AI.
The term artificial intelligence has become inescapable in news and product adverts - some is mere hype, but some is transforming the way we live, work and see ourselves as human beings. To be truly useful, the developers of AI need to understand the people who use their systems. Human-Computer Interaction (HCI) is both an area of academic research that looks at the way humans engage with digital technology, and a design discipline that tries to make digital systems better for people. In both HCI research and practical user experience design, AI is ubiquitous. This book presents guidelines and methods for the design and evaluation of systems with AI at their core including smart environments and intelligent web and mobile applications. It also looks at the way AI can help the behind-the-scenes work of user experience designers and how better user interfaces can help AI developers navigate the complexity of vast and seemingly impenetrable AI models. It includes an examination of explainable AI and discussion of wider societal issues including the dangers of AI bias. The book website includes extensive additional material, including case studies, further reading, slides, videos, interactive demos and a substantial glossary of terms in both AI and HCI.
AI for Human-Computer Interaction offers a concise, accessible and actionable introduction to the interplay between AI and HCI whether you come from a background in one of these or neither. Read it for the joy of understanding this exciting area or to learn specific methods and techniques to use in your own projects.
商品描述(中文翻譯)
每個人工智慧（AI）系統都需要與人類互動，AI 正在影響幾乎每一個人類與數位科技的接觸，從簡單的文字處理器到自動駕駛車輛。本書探討了 AI 的這些豐富人性面向：AI 如何協助用戶體驗（UX）設計，以及有效的用戶介面如何幫助 AI。
「人工智慧」這個術語已經在新聞和產品廣告中無法避免——有些只是炒作，但有些正在改變我們的生活、工作方式以及我們作為人類的自我認知。為了真正有用，AI 的開發者需要了解使用其系統的人類。人機互動（HCI）既是一個學術研究領域，研究人類如何與數位科技互動，也是一個設計學科，旨在使數位系統對人類更友好。在 HCI 研究和實際的用戶體驗設計中，AI 無處不在。本書提供了以 AI 為核心的系統設計和評估的指導方針和方法，包括智慧環境和智能網頁及行動應用程式。它還探討了 AI 如何協助用戶體驗設計師的幕後工作，以及更好的用戶介面如何幫助 AI 開發者應對龐大且似乎難以理解的 AI 模型的複雜性。本書包括對可解釋 AI 的檢視，以及對更廣泛社會問題的討論，包括 AI 偏見的危險。本書網站包含大量附加資料，包括案例研究、進一步閱讀、簡報、視頻、互動演示以及大量的 AI 和 HCI 專有名詞詞彙表。
《AI for Human-Computer Interaction》提供了一個簡明、易懂且可行的介紹，探討 AI 與 HCI 之間的相互作用，無論你來自這些領域中的一個或兩者都可以閱讀。無論是為了理解這個令人興奮的領域的樂趣，還是學習在自己項目中使用的具體方法和技術，都值得一讀。
作者簡介
Alan Dix is Professor Emeritus at Cardiff Metropolitan University and at Swansea University. He is known for his research and textbooks in human-computer interaction, and has often worked at the intersection of HCI and AI including a dot-com startup and the earliest work warning of bias in machine learning.
作者簡介(中文翻譯)
艾倫·迪克斯是卡迪夫都市大學和斯旺西大學的名譽教授。他以在人機互動（HCI）領域的研究和教科書而聞名，並且經常在HCI與人工智慧（AI）交集的領域工作，包括一個網路公司創業和最早警告機器學習偏見的研究。
