Computational Analysis of Storylines - Making Sense of Events (Hardcover)

Event structures are central in Linguistics and Artificial Intelligence research: people can easily refer to changes in the world, identify their participants, distinguish relevant information, and have expectations of what can happen next. Part of this process is based on mechanisms similar to narratives, which are at the heart of information sharing. But it remains difficult to automatically detect events or automatically construct stories from such event representations. This book explores how to handle today's massive news streams and provides multidimensional, multimodal, and distributed approaches, like automated deep learning, to capture events and narrative structures involved in a 'story'. This overview of the current state-of-the-art on event extraction, temporal and casual relations, and storyline extraction aims to establish a new multidisciplinary research community with a common terminology and research agenda. Graduate students and researchers in natural language processing, computational linguistics, and media studies will benefit from this book.

General

Imprint:	Cambridge UniversityPress
Country of origin:	United Kingdom
Series:	Studies in Natural Language Processing
Release date:	November 2021
Editors:	Tommaso Caselli • Eduard Hovy • Martha Palmer • Piek Vossen
Dimensions:	233 x 156 x 18mm (L x W x T)
Format:	Hardcover
Pages:	274
ISBN-13:	978-1-108-49057-3
Categories:	Books > Language & Literature > Language & linguistics > Computational linguistics Books > Reference & Interdisciplinary > Communication studies > Media studies Books > Computing & IT > Social & legal aspects of computing > Human-computer interaction Books > Humanities > Philosophy > Topics in philosophy > Social & political philosophy Books > Business & Economics > Industry & industrial studies > Media, information & communication industries > Press & journalism Books > Computing & IT > Computer programming > Programming languages > General Books > Computing & IT > Applications of computing > Artificial intelligence > Natural language & machine translation Books > Language & Literature > Literature: texts > Essays, journals, letters & other prose works > From 1900 > Reportage & collected journalism Books > Philosophy > Topics in philosophy > Social & political philosophy
LSN:	1-108-49057-3
Barcode:	9781108490573

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