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National Repository of Grey Literature

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Using Explicit Semantic Analysis to Link in Multi-Lingual Document Collections Žilka, Lukáš ; Otrusina, Lubomír (referee) ; Smrž, Pavel (advisor) Udržování prolinkování dokumentů v ryhle rostoucích kolekcích je problematické. To je dále zvětšeno vícejazyčností těchto kolekcí. Navrhujeme použít Explicitní Sémantickou Analýzu k identifikaci relevantních dokumentů a linků napříč jazyky, bez použití strojového překladu. Navrhli jsme a implementovali několik přistupů v prototypu linkovacího systému. Evaluace byla provedena na Čínské, České, Anglické a Španělské Wikipedii. Diskutujeme evaluační metodologii pro linkovací systémy, a hodnotíme souhlasnost mezi odkazy v různých jazykoých verzích Wikipedie. Hodnotíme vlastnosti Explicitní Sémantické Analýzy důležité pro její praktické použití. Detailed record

Using Explicit Semantic Analysis to Link in Multi-Lingual Document Collections Žilka, Lukáš ; Otrusina, Lubomír (referee) ; Smrž, Pavel (advisor) Udržování prolinkování dokumentů v ryhle rostoucích kolekcích je problematické. To je dále zvětšeno vícejazyčností těchto kolekcí. Navrhujeme použít Explicitní Sémantickou Analýzu k identifikaci relevantních dokumentů a linků napříč jazyky, bez použití strojového překladu. Navrhli jsme a implementovali několik přistupů v prototypu linkovacího systému. Evaluace byla provedena na Čínské, České, Anglické a Španělské Wikipedii. Diskutujeme evaluační metodologii pro linkovací systémy, a hodnotíme souhlasnost mezi odkazy v různých jazykoých verzích Wikipedie. Hodnotíme vlastnosti Explicitní Sémantické Analýzy důležité pro její praktické použití. Detailed record

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