Designing Human-Centric AI Experiences: Applied UX Design for Artificial Intelligence

Kore, Akshay

  • 出版商: Apress
  • 出版日期: 2022-08-13
  • 售價: $2,290
  • 貴賓價: 9.5$2,176
  • 語言: 英文
  • 頁數: 325
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1484280873
  • ISBN-13: 9781484280874
  • 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)

商品描述

User experience (UX) design practices have seen a fundamental shift as more and more software products incorporate machine learning (ML) components and artificial intelligence (AI) algorithms at their core. This book will probe into UX design's role in making technologies inclusive and enabling user collaboration with AI.
AI/ML-based systems have changed the way of traditional UX design. Instead of programming a method to do a specific action, creators of these systems provide data and nurture them to curate outcomes based on inputs. These systems are dynamic and while AI systems change over time, their user experience, in many cases, does not adapt to this dynamic nature.
Applied UX Design for Artificial Intelligence will explore this problem, addressing the challenges and opportunities in UX design for AI/ML systems, look at best practices for designers, managers, and product creators and showcase how individuals from a non-technical background can collaborate effectively with AI and Machine learning teams.
What You'll Learn:
  • Best practices in UX design when building human-centric AI products or features
  • Ability to spot opportunities for applying AI in their organizations
  • Advantages and limitations of AI when building software products
  • Ability to collaborate and communicate effectively with AI/ML tech teams
  • UX design for different modalities (voice, speech, text, etc.)
  • Designing ethical AI systems

Who This Book Is For: The primary audience is UX Designers, researchers, managers, and technologists working with or interested in building human-centered AI/ML products. Little to no technical expertise in the technology is required. Additionally, theis book can help startup founders identify opportunities and build desirable AI products. It could also be relevant for developers interested in building intuitive interfaces for AI-based solutions.

商品描述(中文翻譯)

隨著越來越多的軟體產品在其核心中融入機器學習(ML)組件和人工智慧(AI)算法,使用者體驗(UX)設計實踐已經發生了根本性的變化。本書將探討UX設計在使技術具有包容性並實現使用者與AI的協作中的角色。

基於AI/ML的系統已經改變了傳統UX設計的方式。這些系統的創作者不再編寫特定操作的方法,而是提供數據並培養它們以根據輸入來製作結果。這些系統是動態的,而AI系統隨著時間的推移而改變,它們的使用者體驗在許多情況下並不適應這種動態性質。

《應用於人工智慧的UX設計》將探討這個問題,解決UX設計在AI/ML系統中的挑戰和機會,探討設計師、經理和產品創作者的最佳實踐,並展示非技術背景的個人如何有效地與AI和機器學習團隊合作。

你將學到什麼:
- 在建立以人為中心的AI產品或功能時的UX設計最佳實踐
- 在組織中發現應用AI的機會的能力
- 在建立軟體產品時AI的優勢和限制
- 與AI/ML技術團隊有效合作和溝通的能力
- 不同模式(語音、語音、文本等)的UX設計
- 設計道德的AI系統

本書的目標讀者是UX設計師、研究人員、經理和對建立以人為中心的AI/ML產品感興趣的技術人員。對於技術方面幾乎沒有專業知識的讀者也是適用的。此外,本書還可以幫助初創公司創始人識別機會並建立受歡迎的AI產品。對於有興趣為基於AI的解決方案建立直觀界面的開發人員也具有相關性。

作者簡介

Akshay Kore is a senior product designer working on Human-computer interaction problems. He previously worked with the AI and Research group at Microsoft and currently works with Observe.ai (YC S18) designing AI products and systems. He holds a degree in Interaction Design from IIT Bombay. Akshay regularly contributes to various publications like Hackernoon, The Startup, UX Planet, UX Design magazine on user experience, AI, and voice interfaces. He also frequently speaks at industry conferences, design schools, organizations, and podcasts.

作者簡介(中文翻譯)

Akshay Kore 是一位高級產品設計師,專注於人機互動問題。他曾在微軟的 AI 和研究團隊工作,目前在 Observe.ai (YC S18) 負責設計人工智慧產品和系統。他擁有印度理工學院孟買分校的互動設計學位。Akshay 經常在各種出版物上撰稿,如 Hackernoon、The Startup、UX Planet、UX Design magazine,內容涵蓋使用者體驗、人工智慧和語音界面等領域。他還經常在行業會議、設計學校、組織和播客中演講。