Human-Computer Interaction

This book provides a series of gesture and behavior recognition methods based on multimodal datarepresentation. The data modalities include image data and skeleton data, and the modeling methods includetraditional codebook, topological graph, and LSTM architectures. The tasks include single gesture recognitionclassification, single action recognition classification, continuous gesture classification, complex behaviorclassification of human interaction and other tasks of different complexity. This book focuses on the dataprocessing methods of each modality, and the modeling methods for different tasks. We hope the reader canlearn basic gesture and action recognition methods from this book, and develop a model system that suits theirneeds on this basis. This book can be used as a textbook for graduate, postgraduate and PhD students majoring in computerscience, automation, etc. It can also be used as a reference for the reader who is interested in gesturerecognition, human action inter

本書的目的是讓更多人能輕鬆地理解人機交互和用戶體驗理論體系，即使是第一次接觸人機交互與用戶體驗的人們也可以輕鬆掌握其基本理論，並馬上按照書裡介紹的方法付諸實踐。為了達到這些目標，本書會採用以下方式介紹： 結合多樣的數位產品與服務的案例。 筆者第一次出版Human Computer Interaction是2005年的2月份。從那時候起，人機交互領域經歷了巨大的變化。人機交互研究物件從原本的電

This book provides a comprehensive foundation of machine learning. To answer the questions of what to learn, how to learn, what to get from learning, and how to evaluate, as well as what is meant by learning, the book focuses on the fundamental basics of machine learning, its methodology, theory, algorithms, and evaluations, together with some philosophical thinking on comparison between machine learning and human learning for machinery intelligence.The book is organized as follows: Introduction (Chapter 1), Evaluation (Chapter 2), Supervised learning (Chapters 3, 4, and 5), Unsupervised learning (Chapter 6), Representation learning (Chapter 7), Problem decomposition (Chapter 8), Ensemble learning (Chapter 9), Deep learning (Chapter 10), Application (Chapter 11), and Challenges (Chapter 12).The book can be used as a textbook for college, undergraduate, graduate and PhD students majored in computer science, automation, electronic engineering, communication, ect. It can also be used as

人機交互（Human Computer Interaction， HCI）是一門綜合學科，主要研究人與電腦之間的資訊交互理論與方法，涉及到電腦科學、人體工效學、認知心理學、社會學、多媒體技術以及虛擬實境技術等諸多學科。本書針對目前在模型建立方面存在的缺陷與不足，試圖從用戶的主觀操作層面、時間約束層面以及不同的用戶群體層面入手，研究模型的建立、評估以及在實際設備與介面中的應用。

本書主要講述人機交互學(Human-Computer Interaction，簡稱HCI)這一學科在Web界面設計領域中的應用。 正如你所看到的，這是一本文字輕松，而且有很多好玩插圖的……技術理論書籍。 沒錯，技術理論。它將和你討論關于軟件(或網站)的界面與用戶之間的關系——界面是你做的，而使用它的是用戶——所以，別自信滿滿地說自己做得很牛，讓我們聽聽用戶的意見。這本書能告訴你這一套順序大概是