Software Requirements: Advanced Approaches and Techniques

"Software Requirements: Advanced Approaches and Techniques" is a book focused on improving methods for measuring the semantic similarity between words and sentences in software requirements documents. It addresses challenges in understanding and interpreting software requirements accurately, especially when documents contain complex, ambiguous, or vague language. The book proposes techniques to enhance the comparison of words, phrases, and sentences, using methods such as natural language processing (NLP), machine learning, and other computational tools. By optimizing semantic similarity measurement, the book aims to improve communication between stakeholders, ensure clearer requirements, and more efficient software design and implementation. A novel hybrid method proposes by this book combines knowledge-based and corpus-based approaches and considers not only semantic information such as lexical databases, word embeddings, and corpus statistics, but also implicit word order information. It also proposes a framework using a novel hybrid methodology for identifying similarities in software requirements of the same domain to improve reusability and identify the correct requirements.

Autorentext

O Dr. Farooq Ahmad é professor assistente no Departamento de Aplicações Informáticas da Integral University em Lucknow. O Dr. Farooq possui um doutoramento em Aplicações Informáticas pela Integral University e um mestrado em Ciências da Computação pela HBTI, Kanpur. Com mais de 24 anos de experiência em desenvolvimento de software de TI e educação, publicou artigos de investigação em revistas conceituadas.