Linked-data based domain-specific sentiment lexicons

Vulcu, Gabriela and Lario Monje, Raúl and Muñoz, Mario and Buitelaar, Paul and Iglesias Fernandez, Carlos Angel (2014). Linked-data based domain-specific sentiment lexicons. In: "3rd Workshop on Linked Data in Linguistics (LDL 2014): Multilingual Knowledge Resources and Natural Language Processing", 27/05/2014, Reykjavik, Iceland. pp. 76-80.

Description

Title: Linked-data based domain-specific sentiment lexicons
Author/s:
  • Vulcu, Gabriela
  • Lario Monje, Raúl
  • Muñoz, Mario
  • Buitelaar, Paul
  • Iglesias Fernandez, Carlos Angel
Item Type: Presentation at Congress or Conference (Article)
Event Title: 3rd Workshop on Linked Data in Linguistics (LDL 2014): Multilingual Knowledge Resources and Natural Language Processing
Event Dates: 27/05/2014
Event Location: Reykjavik, Iceland
Title of Book: 3rd Workshop on Linked Data in Linguistics (LDL 2014): Multilingual Knowledge Resources and Natural Language Processing
Date: 2014
Subjects:
Freetext Keywords: Domain specific lexicon, sentiment analysis
Faculty: E.T.S.I. Telecomunicación (UPM)
Department: Ingeniería de Sistemas Telemáticos [hasta 2014]
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

In this paper we present a dataset componsed of domain-specific sentiment lexicons in six languages for two domains. We used existing collections of reviews from Trip Advisor, Amazon, the Stanford Network Analysis Project and the OpinRank Review Dataset. We use an RDF model based on the lemon and Marl formats to represent the lexicons. We describe the methodology that we applied to generate the domain-specific lexicons and we provide access information to our datasets.

Funding Projects

TypeCodeAcronymLeaderTitle
FP7296277EUROSENTIMENTPARADIGMA TECNOLOGICO SLLanguage Resource Pool for Sentiment Analysis in European Languages

More information

Item ID: 37186
DC Identifier: http://oa.upm.es/37186/
OAI Identifier: oai:oa.upm.es:37186
Deposited by: Memoria Investigacion
Deposited on: 01 Aug 2015 11:48
Last Modified: 06 Jun 2016 11:48
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