AI Approaches for Designing and Evaluating Interactive Intelligent Systems: Selected and Revised Papers from Rochi 2022
暫譯: 設計與評估互動智慧系統的AI方法:2022年Rochi會議選定與修訂論文
Kolski, Christophe, Mihăescu, Marian Cristian, Rebedea, Traian
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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、建構和評估互動與智能系統(Interactive and Intelligent Systems, IIS)對人工智慧(Artificial Intelligence, AI)技術的進展產生了深遠的影響,這主要得益於深度學習(Deep Learning, DL)和自然語言處理(Natural Language Processing, NLP)領域的進步。本書以結構化的方式呈現了IIS與DL/NLP之間互動的幾個實用案例,包括認知助手、自適應導航系統、虛擬實境、攻擊性評論和網路霸凌檢測、3D建模以及駕駛行為檢測。AI與人機互動(Human-Computer Interaction, HCI)的融合已被證明能促進IIS的發展,這在當今的應用中,幾乎在任何層面上都積極整合了AI技術。
本書的主要目標是提供一個實用的參考,包含一系列豐富的方法和應用,這些內容由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互動會議(International Conference on Human-Computer Interaction, RoCHI)中選擇和修訂的論文組成。本書針對有IIS和AI(主要是DL和NLP)經驗的研究人員和實務工作者,旨在幫助他們研究成功開發的工作流程和應用,這些內容可能對他們解決特定情境中的問題有所幫助。
儘管本書巧妙地整合了來自各個領域的概念,但每一章都可以被視為一個獨立的主題,包含其研究問題、提出的方法、實驗結果和討論。