Data-to-music sonification and user engagement
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Published:2023-08-10
Issue:
Volume:6
Page:
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ISSN:2624-909X
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Container-title:Frontiers in Big Data
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language:
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Short-container-title:Front. Big Data
Author:
Middleton Jonathan,Hakulinen Jaakko,Tiitinen Katariina,Hella Juho,Keskinen Tuuli,Huuskonen Pertti,Culver Jeffrey,Linna Juhani,Turunen Markku,Ziat Mounia,Raisamo Roope
Abstract
The process of transforming data into sounds for auditory display provides unique user experiences and new perspectives for analyzing and interpreting data. A research study for data transformation to sounds based on musical elements, called data-to-music sonification, reveals how musical characteristics can serve analytical purposes with enhanced user engagement. An existing user engagement scale has been applied to measure engagement levels in three conditions within melodic, rhythmic, and chordal contexts. This article reports findings from a user engagement study with musical traits and states the benefits and challenges of using musical characteristics in sonifications. The results can guide the design of future sonifications of multivariable data.
Publisher
Frontiers Media SA
Subject
Artificial Intelligence,Information Systems,Computer Science (miscellaneous)
Reference30 articles.
1. Who's sonifying data and how are they doing it? A comparison of ICAD and other venues since 2009;Bearman,2012
2. What makes a rhythm complex? The influence of musical training and accent type on beat perception;Bouwer;PLoS ONE,2018
3. Non-Speech auditory output;Brewster,2009
4. Design guidelines for audio presentation of graphs and tables;Brown,2003
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