Yuming Lin

This book provides a comprehensive introduction on opinion analysis for online reviews. It offers the newest research on opinion mining, including theories, algorithms and datasets. A new feature presentation method is highlighted for sentiment classification. Then, a three-phase framework for sentiment classification is proposed, where a set of sentiment classifiers are selected automatically to make predictions. Such predictions are integrated via ensemble learning. Finally, to solve the problem of combination explosion encountered, a greedy algorithm is devised to select the base classifiers.

This book provides a comprehensive introduction on opinion analysis for online reviews. It offers the newest research on opinion mining, including theories, algorithms and datasets. A new feature presentation method is highlighted for sentiment classification. Then, a three-phase framework for sentiment classification is proposed, where a set of sentiment classifiers are selected automatically to make predictions. Such predictions are integrated via ensemble learning. Finally, to solve the problem of combination explosion encountered, a greedy algorithm is devised to select the base classifiers.

Chinese knotting is a beautiful and easy-to-learn technique of interlacing silk cords and other materials in a variety of ways to create decorative ornaments. The art of Chinese knotting has a rich history dating back to prehistoric times. Over the centuries, Chinese knotting has continued to evolve and has been incorporated in fashion, jewellery, accessories, home decoration, contemporary art and other means of expression. Using this ancient technique in new and fresh ways has kept it vital into a new era. Using step-by-step illustrations, this book introduces more than 100 types of Chinese knots. The tutorials will guide you through the creation of various knots and introduce their applications. You will gain an understanding of: * basic knots, such as double-coin knot, cloverleaf knot, endless knot and others* advanced knots that combine several basic knots, such as hydrangea knot, dharma-wheel knot and butterfly knot * practical projects, such as buttons, bookmarks and bracelets, etc. Chinese auspicious culture and its traditional symbols, such as "Blessings in Four Seasons", "Happiness and Longevity" and "Good Things Come in Pairs" * the history and use of Chinese knots.