Value of expressions behind the letter capitalization in product reviews

Product reviews from consumers are the source of opinions and expressions about purchased items or services. Thus, it is essential to understand the true meaning behind text reviews. One of the ways is to analyze sentiments, expressions and emotions behind the text. However, there are different styl...

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Main Authors: Pak, Irina *, Teh, Phoey Lee *
Format: Conference or Workshop Item
Language:English
Published: 2018
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Online Access:http://eprints.sunway.edu.my/917/1/Teh%20Phoey%20Lee%20Value%20of%20expression%20behind%20the%20letter%20capitalization%20in%20product%20reviews.pdf
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spelling my.sunway.eprints.9172019-04-30T08:16:25Z http://eprints.sunway.edu.my/917/ Value of expressions behind the letter capitalization in product reviews Pak, Irina * Teh, Phoey Lee * PI Oriental languages and literatures Product reviews from consumers are the source of opinions and expressions about purchased items or services. Thus, it is essential to understand the true meaning behind text reviews. One of the ways is to analyze sentiments, expressions and emotions behind the text. However, there are different styles of writing used in the text. One of widely used in the text is letter capitalization. It is commonly used to strengthen an expression or louder tone within the text. This paper explores the value of expression behind letter capitalization in product reviews. We compared fully capitalized text, text with one capitalized words and text without capitalization through the readers’ perspective by asking them to rate the text based on Likert scale. Furthermore, we tested two samples of text with and without capitalization on 27 available online sentiment tools. Testing was done in order to check how current sentiment tools treat letter capitalization in their sentiment score. Results show that of letter capitalization is able to enforce the different level of expression. If the nature of the review is positive, the capitalization makes it more positive. Similar for the negative reviews, the capitalization tends to increase negativity. 2018-02-08 Conference or Workshop Item PeerReviewed text en http://eprints.sunway.edu.my/917/1/Teh%20Phoey%20Lee%20Value%20of%20expression%20behind%20the%20letter%20capitalization%20in%20product%20reviews.pdf Pak, Irina * and Teh, Phoey Lee * (2018) Value of expressions behind the letter capitalization in product reviews. In: International Conference on Software and Compute Applications, ICSCA 2018, 8-10 February 2018, Kuantan, Malaysia.
institution Sunway University
building Sunway Campus Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Sunway University
content_source Sunway Institutional Repository
url_provider http://eprints.sunway.edu.my/
language English
topic PI Oriental languages and literatures
spellingShingle PI Oriental languages and literatures
Pak, Irina *
Teh, Phoey Lee *
Value of expressions behind the letter capitalization in product reviews
description Product reviews from consumers are the source of opinions and expressions about purchased items or services. Thus, it is essential to understand the true meaning behind text reviews. One of the ways is to analyze sentiments, expressions and emotions behind the text. However, there are different styles of writing used in the text. One of widely used in the text is letter capitalization. It is commonly used to strengthen an expression or louder tone within the text. This paper explores the value of expression behind letter capitalization in product reviews. We compared fully capitalized text, text with one capitalized words and text without capitalization through the readers’ perspective by asking them to rate the text based on Likert scale. Furthermore, we tested two samples of text with and without capitalization on 27 available online sentiment tools. Testing was done in order to check how current sentiment tools treat letter capitalization in their sentiment score. Results show that of letter capitalization is able to enforce the different level of expression. If the nature of the review is positive, the capitalization makes it more positive. Similar for the negative reviews, the capitalization tends to increase negativity.
format Conference or Workshop Item
author Pak, Irina *
Teh, Phoey Lee *
author_facet Pak, Irina *
Teh, Phoey Lee *
author_sort Pak, Irina *
title Value of expressions behind the letter capitalization in product reviews
title_short Value of expressions behind the letter capitalization in product reviews
title_full Value of expressions behind the letter capitalization in product reviews
title_fullStr Value of expressions behind the letter capitalization in product reviews
title_full_unstemmed Value of expressions behind the letter capitalization in product reviews
title_sort value of expressions behind the letter capitalization in product reviews
publishDate 2018
url http://eprints.sunway.edu.my/917/1/Teh%20Phoey%20Lee%20Value%20of%20expression%20behind%20the%20letter%20capitalization%20in%20product%20reviews.pdf
http://eprints.sunway.edu.my/917/
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score 13.211869