An Experimental Framework for Designing Document Structure for Users’ Decision Making: An Empirical Study of Recipes

Rina Kagawa, Masaki Matsubara, Rei Miyata, Takuya Matsuzaki, Yukino Baba, Yoko Yamakata

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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’ 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’s usefulness from the user’s perspective have not been established. This study proposed the experimental framework to identify useful contents of documents by aggregating lay readers’ 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’ usefulness. Our framework contributes to the communication design via documents.

Original languageEnglish
Title of host publicationSustainability and Empowerment in the Context of Digital Libraries - 26th International Conference on Asia-Pacific Digital Libraries, ICADL 2024, Proceedings
EditorsGillian Oliver, Viviane Frings-Hessami, Jia Tina Du, Taro Tezuka
PublisherSpringer Science and Business Media Deutschland GmbH
Pages69-86
Number of pages18
ISBN (Print)9789819608645
DOIs
Publication statusPublished - 2025
Event26th International Conference on Asia-Pacific Digital Libraries, ICADL 2024 - Bandar Sunway, Malaysia
Duration: 4 Dec 20246 Dec 2024

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume15493 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference26th International Conference on Asia-Pacific Digital Libraries, ICADL 2024
Country/TerritoryMalaysia
CityBandar Sunway
Period4/12/246/12/24

Keywords

  • Crowdsourcing
  • Decision-making
  • Document structure

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