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Prominent Feature Extraction for Sentiment Analysis
The objective of this monograph is to improve the performance of the sentiment analysis model by incorporating the semantic, syntactic and common-sense knowledge. This book proposes a novel semantic concept extraction approach that uses dependency relations between words to extract the features from the text. Proposed approach combines the semantic and common-sense knowledge for the better understanding of the text. In addition, the book aims to extract prominent features from the unstructured text by eliminating the noisy, irrelevant and redundant features. Readers will also discover a proposed method for efficient dimensionality reduction to alleviate the data sparseness problem being face...
Negation and Speculation Detection
Negation and speculation detection is an emerging topic that has attracted the attention of many researchers, and there is clearly a lack of relevant textbooks and survey texts. This book aims to define negation and speculation from a natural language processing perspective, to explain the need for processing these phenomena, to summarise existing research on processing negation and speculation, to provide a list of resources and tools, and to speculate about future developments in this research area. An advantage of this book is that it will not only provide an overview of the state of the art in negation and speculation detection, but will also introduce newly developed data sets and scripts. It will be useful for students of natural language processing subjects who are interested in understanding this task in more depth and for researchers with an interest in these phenomena in order to improve performance in other natural language processing tasks.
International Agricultural Development
Other topics include market failures, food insecurity, rural poverty, environmental degradation, income and asset inequality, fiscally sustainable organizations, the changing roles of the public and private sector in research, input delivery systems, marketing and low rates of agricultural growth in much of sub-Saharan Africa.
The Oliver Wight ABCD Checklist for Operational Excellence
A comprehensive guide to assessing operational excellence. Used by thousands of manufacturing firms, this recent edition enables companies to evaluate their performance in areas such as strategic planning, people and team systems, product development, continuous improvement and planning and control.
Social Media Marketing
Social media has quickly become part of the fabric of our daily lives, and as we have flocked to it, so have most companies and organisations from every sector and industry. It is now the place to attract and sustain our attention. But how is it a new marketing activity and how is it similar to previous practice and customer behaviour? Does it require new modes of thinking about human networks and communications or do the existing conceptual models still apply? This book offers a critical evaluation of the theoretical frameworks that can be used to explain and utilise social media, and applies them to fun real-life examples and case studies from a range of industries, companies and countries...
The Asian Economies in the Twentieth Century
Nine papers assess the economic performance of China, India, Indonesia, Japan, South Korea, and Taiwan during the course of the twentieth century. Comparisons between the Asian countries and Australia and the United States are included. By placing each country in a regional and global context, the book advances a view concerning the proper grounds of comparison of countries with very different histories and levels of development. Annotation copyrighted by Book News, Inc., Portland, OR
Biobleaching
The use of bacteria or enzymes or biological agents in the removal of color is termed as biobleaching. The employment of various chemicals in manufacturing processes of paper, clothes, coir, jute pose several harsh effects on the environment. In today's world of increasing awareness on environmental safety, the use of nature's selected agents can serve as a safe alternative promising a better world for the future generations.Research in the field of biobleaching has examined the use of several enzymes produced by bacteria or fungi or biotechnology or microbes themselves or even a cocktail of nature's harvest as microbes and their enzymes to remove color.This book serves to address various aspects of this field including the history, research conducted, various agents used for biobleaching and also present a merit-demerit analysis and scope of the subject. The authors seek to do their part to environmental safety as this book offers a comprehensive account of the use of nature's agents in decolorization, thereby, leaving a world with color for generations ahead.
Enabling Inclusive Cities
This tool kit presents an integrated approach to inclusive urban development and was prepared for ADB staff and their partners to engage in inclusive urban development programming and implementation as an integral component of ADB’s lending programs. It presents methods to gather required information on a particular context and location for inclusive urban development; to decide priorities; and to plan, design, and implement inclusive urban projects. The operational focus is provided by practical guidelines and criteria for inclusive urban development projects and is designed to stimulate innovation in the solution and approaches that define inclusive urban development projects.
