NewSum-Reference-Cited by-同舟云学术

NewSum

Published:2014 Issue: Volume: Page:205-230
ISSN:2327-1981
Container-title:Advances in Data Mining and Database Management
language:
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Author:

Giannakopoulos George¹,Kiomourtzis George²,Karkaletsis Vangelis³

Affiliation:

1. NCSR “Demokritos”, Greece & SciFY Not-for-Profit Company, Greece

2. SciFY Not-for-Profit Company, Greece & NCSR “Demokritos”, Greece

3. NCSR “Demokritos”, Greece

Abstract

This chapter describes a real, multi-document, multilingual news summarization application, named NewSum, the research problems behind it, as well as the novel methods proposed and tested to solve these problems. The system uses the representation of n-gram graphs in a novel manner to perform sentence selection and redundancy removal for the summaries and faces problems related to topic and subtopic detection (via clustering) and multi-lingual applicability, which are caused by the nature of the real-world news summarization sources.

Publisher

IGI Global

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5. Sentence Fusion for Multidocument News Summarization

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