User Experience + Artificial Intelligence: Assessing the Qualities of Ai-Infused Systems
暫譯: 用戶體驗與人工智慧:評估融合人工智慧系統的品質

Spallazzo, Davide, Sciannamé, Martina, Ceconello, Mauro

  • 出版商: Springer
  • 出版日期: 2025-01-19
  • 售價: $2,200
  • 貴賓價: 9.5$2,090
  • 語言: 英文
  • 頁數: 105
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031775201
  • ISBN-13: 9783031775208
  • 相關分類: 人工智慧使用者經驗 UX
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This open access book addresses the thriving trend of embedding artificial intelligence (AI) and machine learning (ML) capabilities in products and services reaching the lay public, focusing on the user experience (UX) they prompt from a designerly perspective. It offers a UX evaluation method designed explicitly for AI-infused systems to answer one of the core problems affecting the relationship and interactions people have with such artefacts. The work investigates how people perceive and make sense of systems integrating AI capabilities, trying to understand how their meaning and significance can affect the experience of such products and what design challenges may arise. Given the fundamental premise that current UX methods cannot address AI-infused artefacts, it introduces the results of Meet-AI, a research project exploring specific ways to tackle these problems. The book then presents a comprehensive analysis of current UX methods, and a literature review focused on detecting possible gaps and the most suitable qualities to describe AI-infused systems, and summarizes the findings from all previous investigations into a UX evaluation scale: AIXE (AI user eXperience Evaluation). The book also portrays how the tool has been validated and expanded to become a more comprehensive method. It further describes how the scale has been applied to a comparative study of domestic smart speakers, and introduces a reversed interpretation of the outcomes, framing them as heuristics to inform the early phases of the design process and paving the way for future experimentations in the meta-design dimension.

商品描述(中文翻譯)

這本開放存取的書籍探討了將人工智慧(AI)和機器學習(ML)能力嵌入產品和服務的蓬勃趨勢,並專注於從設計的角度所引發的使用者體驗(UX)。它提供了一種專門為AI融入系統設計的UX評估方法,以解決影響人們與這些人工製品之間關係和互動的核心問題。這項研究調查了人們如何感知和理解整合AI能力的系統,試圖了解其意義和重要性如何影響這些產品的體驗,以及可能出現的設計挑戰。基於當前UX方法無法應對AI融入的人工製品這一基本前提,書中介紹了Meet-AI的研究成果,這是一個探索解決這些問題的具體方法的研究項目。接著,書中對當前的UX方法進行了全面分析,並進行了文獻回顧,專注於檢測可能的缺口以及描述AI融入系統的最合適特質,並將所有先前研究的發現總結為一個UX評估量表:AIXE(AI使用者體驗評估)。書中還描述了該工具如何被驗證和擴展,以成為一種更全面的方法。它進一步說明了該量表如何應用於對國內智慧音箱的比較研究,並介紹了對結果的反向詮釋,將其框架化為啟發式方法,以指導設計過程的早期階段,並為未來在元設計維度上的實驗鋪平道路。