Название: Information Retrieval: Advanced Topics and TechniquesАвтор: Omar Alonso, Ricardo Baeza-Yates
Издательство: ACM Books
Год: 2025
Страниц: 838
Язык: английский
Формат: pdf (true), epub
Размер: 41.0 MB
In the last decade, Deep Learning and word embeddings have made significant impacts on information retrieval (IR) by adding techniques based in neural networks and language models. At the same time, certain search modalities such as neural IR and conversational search have become more popular. This book, written by international academic and industry experts, brings the field up to date with detailed discussions of these new approaches and techniques. The book is organized in three sections: Foundations, Adaptations and Concerns, and Verticals. Under Foundations, we address topics that form the basic structure of any modern IR system, including recommender systems. These new techniques are developed to augment indexing, retrieval, and ranking. Neural IR, recommender systems, evaluation, query-driven functionality, and knowledge graphs are covered in this section.
