Conveying Subjectivity of a Lexicon of One Language into Another Using a Bilingual Dictionary and a Link Analysis Algorithm
| Autor: | Yeha Lee, Jungi Kim, Jong-Hyeok Lee, Hun-Young Jung |
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| Rok vydání: | 2009 |
| Předmět: |
Subjectivity
Computer science business.industry media_common.quotation_subject Bilingual dictionary InformationSystems_INFORMATIONSTORAGEANDRETRIEVAL Sentiment analysis Lexicon computer.software_genre ComputingMethodologies_ARTIFICIALINTELLIGENCE Constructed language ComputingMethodologies_PATTERNRECOGNITION ComputingMethodologies_DOCUMENTANDTEXTPROCESSING Quality (business) Artificial intelligence business Generative lexicon computer Algorithm Natural language processing media_common Link analysis |
| Zdroj: | International Journal of Computer Processing of Languages. 22:205-218 |
| ISSN: | 2010-0205 1793-8406 |
| DOI: | 10.1142/s1793840609002044 |
| Popis: | This paper proposes a method that automatically creates a sentiment lexicon in a new language using a sentiment lexicon in a resource–rich language with only a bilingual dictionary. We resolve some of the difficulties in selecting appropriate senses when translating lexicon, and present a framework that sequentially applies an iterative link analysis algorithm to enhance the quality of lexicons of both the source and target languages. The experimental results have empirically shown to improve the sentiment lexicon in the source language as well as create a good quality lexicon in the new language. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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