Construction of a Portuguese Opinion Lexicon from multiple resources

نویسندگان

  • Marlo Souza
  • Renata Vieira
  • Débora Busetti
  • Rove Luiza de Oliveira Chishman
  • Isa Mara da Rosa Alves
چکیده

Opinion Lexicons are linguistic resources annotated with semantic orientation of terms (positive and negative) and are important for opinion mining tasks. In the literature we see a variety of proposals for the construction of opinion lexicons using different linguistic resources and techniques. In this work, we propose and evaluate the integration of such linguistic resources to create a single lexicon for the Portuguese language.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

An Evaluation of the Brazilian Portuguese LIWC Dictionary for Sentiment Analysis

This work presents an evaluation of the Brazilian Portuguese LIWC dictionary for Sentiment Analysis. This evaluation is conducted by comparison against two other sentiment resources for Portuguese language: Opinion Lexicon and SentiLex. We conducted an intrinsic and an extrinsic evaluations and show how LIWC dictionary could be used in sentiment analysis projects.

متن کامل

Some Language Resources and Tools for Computational Processing of Portuguese at INESC

In the last few years automatic processing tools and studies based on corpora have became of a great importance for the community. The possibility of evaluating and developing such tools and studies depends on the availability of language resources. For the Portuguese language in its several national varieties these resources are not enough to meet the community needs. In this paper some valuab...

متن کامل

Improving Opinion Retrieval Based on Query-Specific Sentiment Lexicon

Lexicon-based approaches have been widely used for opinion retrieval due to their simplicity. However, no previous work has focused on the domain-dependency problem in opinion lexicon construction. This paper proposes simple feedback-style learning for query-specific opinion lexicon using the set of top-retrieved documents in response to a query. The proposed learning starts from the initial do...

متن کامل

Towards Building Annotated Resources for Analyzing Opinions and Argumentation in News Editorials

This paper describes an annotation scheme for argumentation in opinionated texts such as newspaper editorials, developed from a corpus of approximately 500 English texts from Nepali and international newspaper sources. We present the results of analysis and evaluation of the corpus annotation – currently, the inter-annotator agreement kappa value being 0.80 which indicates substantial agreement...

متن کامل

A Supervised Method for Constructing Sentiment Lexicon in Persian Language

Due to the increasing growth of digital content on the internet and social media, sentiment analysis problem is one of the emerging fields. This problem deals with information extraction and knowledge discovery from textual data using natural language processing has attracted the attention of many researchers. Construction of sentiment lexicon as a valuable language resource is a one of the imp...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011