@inproceedings{d5825548171643af8e5b244a01287df8,
title = "An Experimental Framework for Designing Document Structure for Users{\textquoteright} Decision Making: An Empirical Study of Recipes",
abstract = "Textual documents need to be of good quality to ensure effective asynchronous communication in remote areas. However, defining a preferred document structure (content and arrangement) for improving lay readers{\textquoteright} decision-making is challenging. First, the types of useful content for various readers cannot be determined simply by gathering expert knowledge. Second, methodologies to evaluate the document{\textquoteright}s usefulness from the user{\textquoteright}s perspective have not been established. This study proposed the experimental framework to identify useful contents of documents by aggregating lay readers{\textquoteright} insights. This study used 220 online recipes as research subjects and recruited 1,340 amateur cooks as lay readers. The proposed framework identified six useful contents of recipes. Multi-level modeling then showed that among the six identified contents, suitable ingredients or notes arranged with a subheading at the end of each cooking step significantly increased recipes{\textquoteright} usefulness. Our framework contributes to the communication design via documents.",
keywords = "Crowdsourcing, Decision-making, Document structure",
author = "Rina Kagawa and Masaki Matsubara and Rei Miyata and Takuya Matsuzaki and Yukino Baba and Yoko Yamakata",
note = "Publisher Copyright: {\textcopyright} The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.; 26th International Conference on Asia-Pacific Digital Libraries, ICADL 2024 ; Conference date: 04-12-2024 Through 06-12-2024",
year = "2025",
doi = "10.1007/978-981-96-0865-2\_6",
language = "English",
isbn = "9789819608645",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "69--86",
editor = "Gillian Oliver and Viviane Frings-Hessami and Du, \{Jia Tina\} and Taro Tezuka",
booktitle = "Sustainability and Empowerment in the Context of Digital Libraries - 26th International Conference on Asia-Pacific Digital Libraries, ICADL 2024, Proceedings",
}