Computational Techniques for Text Summarization based on Cognitive Intelligence

The book discusses modern techniques for automatic text summarization, highlighting the use of computational intelligence (CI) methods, including cognitive approaches, to address challenges in the field. It emphasizes the importance of understanding the cognitive basis of summarization and explores its potential applications in text summarization. The book provides practical guidance for students and researchers on efficiently and effectively summarizing text documents, with a focus on computational approaches and research techniques. It includes illustrations and examples from social media and healthcare domains, demonstrating the versatility of text summarization across different domains. The book aims to facilitate the performance of text summarization and encourages further exploration of cognitive intelligence in this area.

Format: Hardback
Length: 216 pages
Publication date: 03 March 2023
Publisher: Taylor & Francis Ltd

The book delves into cutting-edge methodologies employed for automated text summarization, presenting intriguing approaches to tackle well-known challenges in this domain. By leveraging computational intelligence (CI) techniques, including cognitive approaches, it seeks to enhance our understanding of the cognitive foundations of the summarization task. While a comprehensive exploration of the cognitive basis of summarization remains an open research area, the book highlights its potential applications in text summarization for future investigation. In the fast-paced world of research, where time constraints often limit extensive reading, summarized information provides a valuable shortcut to gaining a deeper understanding of the context in a shorter timeframe. This book serves as a valuable resource for students and researchers seeking to efficiently and effectively summarize text documents. The computational approaches and research techniques outlined within provide a comprehensive guide to achieving text summarization with ease. The generated summarized text not only facilitates faster comprehension but also supports readers in quickly grasping the essence of the content or domain. The book is thoughtfully designed with a reasonable amount of illustrations and examples, making it accessible and practical for readers to understand and apply in their own endeavors. Its purpose goes beyond simply explaining what text summarization is; rather, it aims to empower individuals to perform text summarization using a variety of approaches. Furthermore, it offers insights into measures that can be employed to evaluate, determine, and explore the best possibilities for text summarization, enabling the analysis and utilization of this information for specific purposes. The illustrations provided in the book are based on the social media and healthcare domains, showcasing the versatility of text summarization across different domains. The introduction of a new approach for text summarization rooted in cognitive intelligence opens up exciting avenues for further exploration within this field.

Dimension: 229 x 152 (mm)
ISBN-13: 9781032392820