Library Automation and Digital Archive
LONTAR
Fakultas Ilmu Komputer
Universitas Indonesia

Pencarian Sederhana

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Call Number SEM-363
Collection Type Indeks Artikel prosiding/Sem
Title Co-reference resolution for the indonesian language using association rules. ( hal. 117-125 )
Author Indra Budi, Stephane Bressan, Nasrullah;
Publisher The Eight international conference on information integration and web-based applications & services (iiWAS2006)
Subject Co-reference resolution, association rules, pronoun, entity equivalence.
Location
Lokasi : Perpustakaan Fakultas Ilmu Komputer
Nomor Panggil ID Koleksi Status
SEM-363 TERSEDIA
Tidak ada review pada koleksi ini: 47723
In this paper, we proposed a co-reference resolution method for texts in the indonesian language. The objective of co-reference resolution is to identify equivalence between entities as well as between pronouns and entities that were recognized in a named entity recognition phase. We propose a method that uses association rules. The method combines several features, such as pronoun and name classes, string similarity and position in the text, into a vector of attributes. Applied to a corpus of newspaper articles in the indonesian language, the method yields an F-Measure of 84.12%. We compare the result to one of state-of-the-art matchine learning method for co-reference resolution, decision tree, and the result is comparable. Keywords: Co-reference resolution, association rules, pronoun, entity equivalence.