AI Approaches for Designing and Evaluating Interactive Intelligent Systems: Selected and Revised Papers from Rochi 2022

Kolski, Christophe, Mihăescu, Marian Cristian, Rebedea, Traian

  • 出版商: Springer
  • 出版日期: 2024-04-10
  • 售價: $7,800
  • 貴賓價: 9.5$7,410
  • 語言: 英文
  • 頁數: 203
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031539567
  • ISBN-13: 9783031539565
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

商品描述

Designing, building, and evaluating Interactive and Intelligent Systems (IIS) has highly impacted the progress of Artificial Intelligence (AI) techniques due to advancements in the fields of Deep Learning (DL) and Natural Language Processing (NLP). This book presents in a structured way several practical use cases of the interplay between IIS and DL/NLP, from cognitive assistants, adaptive navigation systems, virtual reality, offensive comment and cyberbullying detection, 3D modelling, and driving behaviour detection. The convergence of AI and Human-Computer Interaction (HCI) has been proven to foster the IIS development that nowadays represents the most used context by actively integrating AI techniques in merely any layer of modern applications.

The main goal of this book is to provide a practical reference with a rich set of approaches and applications consisting of selected and revised papers from the International Conference on Human-Computer Interaction (RoCHI) 2022 that was held on 6-7 October 2022 at the University of Craiova, Romania. The book addresses researchers and practitioners with experience in IIS and AI (mainly DL and NLP) who want to study successfully developed workflows and applications that may be useful in their attempts to tackle issues from their contexts.

Although the book nicely integrates concepts from various areas, each chapter may be considered a standalone topic with its research issue, proposed approach, experimental results, and discussions.

商品描述(中文翻譯)

設計、建構和評估互動和智能系統(IIS)對於人工智能(AI)技術的進展產生了極大的影響,這是由於深度學習(DL)和自然語言處理(NLP)領域的進步。本書以結構化的方式呈現了IIS與DL/NLP之間的多個實際應用案例,包括認知助手、自適應導航系統、虛擬現實、冒犯評論和網絡欺凌檢測、3D建模和駕駛行為檢測。人工智能和人機交互(HCI)的融合已被證明能促進IIS的發展,現在已成為現代應用程序中幾乎任何層面積極整合AI技術的最常用情境。

本書的主要目標是提供一個實用的參考資料,其中包含了從2022年10月6日至7日在羅馬尼亞克拉約瓦大學舉行的國際人機交互會議(RoCHI)2022中選擇和修訂的論文,這些論文涉及IIS和AI(主要是DL和NLP)方面的經驗豐富的研究人員和從業人員,他們希望研究成功開發的工作流程和應用,這些應用可能對他們解決自身情境中的問題有用。

儘管本書很好地整合了各個領域的概念,但每一章都可以被視為一個獨立的主題,包括其研究問題、提出的方法、實驗結果和討論。