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Books in the Foundations and Trends (R) in Information Retrieval series

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  • - Techniques for Targeting Relevant Ads
    by Kushal Varma Dave
    £75.99

    Focuses predominantly on the problems and solutions proposed in traditional areas while also looking briefly at the emerging areas. To facilitate future research, a discussion of available resources, a list of public benchmark datasets and a discussion on future research directions are provided in the concluding sections.

  • by Christopher Olston
    £70.99

    Offers a survey of the science and practice of web crawling. This survey outlines the fundamental challenges and describes state-of-the-art models and solutions. It also highlights avenues for future work.

  • - A Survey and New Perspectives
    by Yongfeng Zhang
    £74.99

    Provides a comprehensive review of explainable recommendation research. The authors first highlight the position of explainable recommendation in recommender system research by categorizing recommendation problems into the 5W. They then conduct a comprehensive survey of explainable recommendation.

  • - Question Answering, Task-oriented Dialogues and Social Chatbots
    by Jianfeng Gao
    £87.99

    Offers the first survey of neural approaches to conversational AI that targets Natural Language Processing and Information Retrieval audiences. The book provides a csurvey of the neural approaches to conversational AI that have been developed, covering QA, task-oriented and social bots with a unified view of optimal decision making.

  • by Dorota Glowacka
    £84.49

    Provides an overview of bandit algorithms inspired by various aspects of Information Retrieval (IR), such as click models, online ranker evaluation, personalization or the cold-start problem. Using a survey style, each chapter focuses on a specific IR problem and explains how it was addressed with various bandit approaches.

  • - The Early Years
    by Donna Harman
    £84.49

    In this concise history of the early years of information retrieval, Donna Harman, one of the pioneers of the field, provides the reader with a plethora of insights into the important work that led us to where we are today. Written in a chronological order, this book lays out how each contribution built on what went before.

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