The Perception of Emojis for Analyzing App Feedback
Author(s) -
Simon André Scherr,
Svenja Polst,
Lisa Müller,
Konstantin Holl,
Frank Elberzhager
Publication year - 2019
Publication title -
international journal of interactive mobile technologies (ijim)
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.316
H-Index - 16
ISSN - 1865-7923
DOI - 10.3991/ijim.v13i02.8492
Subject(s) - perception , computer science , the internet , product (mathematics) , human–computer interaction , psychology , world wide web , mathematics , geometry , neuroscience
When analyzing textual user feedback, the challenge today is that automation is only possible in a non-satisfactory way due to the limitations of understanding natural language. However, manual evaluation is not possible for products with a large amount of user feedback, as this is neither efficient nor effective. Internet texts are full of emojis. Emojis tell how a user feels about certain aspects of a product. We conducted a survey on the perception of emojis and used the results from 107 participants. The core result is that people perceive emojis in a very homogenous way regarding their sentiments and the emotions they represent This means that emojis give us a tool for analyzing the users’ perspectives on a product by looking at the emojis contained in their feedback.
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