Innovative document summarization techniques: revolutionizing knowledge understanding / Alessandro Fiori

Includes index.

Chapter1. Classification of sentence ranking methods for multi-document summarization / Sean Sovine, Hyoil Han -- Chapter2. Multi-document summarization by extended graph text representation and importance refinement / Uri Mirchev, Mark Last -- Chapter3. Efficient summarization with polytopes / Marina Litvak, Natalia Vanetik -- Chapter4. Interactive summaries by multi-pole information extraction for the archaeological domain / Angela Locoro, Massimo Ancona -- Chapter5. Evaluation metrics for the summarization task / Paulo Cesar Fernandes de Oliveira -- Chapter6. Social network integration in document summarization / Atefeh Farzindar -- Chapter7. Approaches to large-scale user opinion summarization for the web / William Darling -- Chapter8. Novel text summarization techniques for contextual advertising / Giuliano Armano, Alessandro Giuliani -- Chapter9. Newsum: "n-gram graph"-based summarization in the real world / George Giannakopoulos, George Kiomourtzis, Vangelis Karkaletsis -- Chapter10. New formats and interfaces for multi-document news summarization and its evaluation / Bettina Berendt, Mark Last, Ilija Subasic, Mathias Verbeke -- Chapter11. Multilingual summarization approaches / Kamal Sarkar -- Chapter12. Aspects of multilingual news summarisation / Josef Steinberger, Ralf Steinberger, Hristo Tanev, Vanni Zavarella, Marco Turchi -- Chapter13. Language independent summarization approaches / Firas Hmida .

This book evaluates some of the existing approaches to information retrieval and summarization of digital documents, as well as highlighting current research and future developments.