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http://elar.urfu.ru/handle/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://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 |
Files in This Item:
File | Description | Size | Format | |
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RuSSIR_2012_05.pdf | 240,47 kB | Adobe PDF | View/Open |
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