Please use this identifier to cite or link to this item: http://hdl.handle.net/10995/4560
Title: One model to rule them all: unified classification model for geotagging websites
Authors: Volkov, Alexey
Serdyukov, Pavel
Maslov, Michael
Issue Date: 2012
Citation: Volkov A. One model to rule them all: unified classification model for geotagging websites / A. Volkov, P. Serdyukov, M. Maslov // VI Russian Summer School in Information Retrieval, August 6–10, 2012. Proceedings of the Sixth Russian Young Scientists Conference in Information Retrieval / B. Sokolov, P. Braslavski (Eds.). — Yaroslavl, 2012. — P. 45-57.
Abstract: The paper presents a novel approach to finding regional scopes (geotagging) of websites. It relies on a single binary classification model per region type to perform the multi-label classification and uses a variety of different features that have not been yet used together for machine-learning based regional classification of websites. The evaluation demonstrates the advantage of our one model per region type method versus the traditional one model per region approach.
Keywords: ИНФОРМАТИКА
ИНФОРМАЦИОННЫЙ ПОИСК В ИНТЕРНЕТЕ
ПОИСК ИНФОРМАЦИИ В ИНТЕРНЕТЕ
КОНФЕРЕНЦИИ
GEOTAGGING
CLASSIFICATION MODELS
ENTITIES
MACHINE LEARNING
URI: http://hdl.handle.net/10995/4560
https://elar.urfu.ru/handle/10995/4560
Conference name: VI Российская летняя школа по информационному поиску (RuSSIR’2012)
VI Russian Summer School in Information Retrieval (RuSSIR’2012)
Conference date: 6.08.2012–10.08.2012
ISBN: 978-5-8397-0888-4
Origin: RuSSIR 2012
Appears in Collections:Информационный поиск

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