A Descriptive Framework for Stories of Algorithms
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Date
2019
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
Data-driven stories, widely used in journalism and scientific communication, match well with the recent focus on interpretable machine learning and AI explainability. Current technologies allow authors to break away from narratives that reflect traditional analytical workflows. To support designing such types of stories, we introduce a descriptive framework that helps identifying narrative patterns and other characteristics of algorithm-related stories. We describe the design space within the framework and demonstrate how to apply to an example of an algorithm-centered story, discussing potential future steps.
Description
@inproceedings{10.2312:eurp.20191141,
booktitle = {EuroVis 2019 - Posters},
editor = {Madeiras Pereira, João and Raidou, Renata Georgia},
title = {{A Descriptive Framework for Stories of Algorithms}},
author = {Liem, Johannes and Henkin, Rafael and Wood, Jo and Turkay, Cagatay},
year = {2019},
publisher = {The Eurographics Association},
ISBN = {978-3-03868-088-8},
DOI = {10.2312/eurp.20191141}
}