Beyond the List: A Framework for the Design of Next-Generation MEDLINE Search Tools

Despite the critical importance of biomedical databases like MEDLINE, users are often hampered by search tools with stagnant designs that fail to support complex exploratory tasks. To address this limitation, we synthesized research from visual analytics and related fields to propose a new design framework for non-traditional search interfaces. This framework was built upon seven core principle: visualization, interaction, machine learning, ontology, triaging, progressive disclosure, and evolutionary design. For each principle, we detail its rationale and demonstrate how its integration can transcend the limitations of conventional search tools. We contend that by leveraging this framework, designers can create more powerful and effective search tools that empower users to navigate complex information landscapes.

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Data
Published
2025-10-21
DOI
https://doi.org/10.3390/data10100167
Primary Topic
Semantic Web and Ontologies
Type
article
Field-Weighted Citation Impact
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article

Beyond the List: A Framework for the Design of Next-Generation MEDLINE Search Tools

Kamran Sedig, Mostafa Milani, Vladimir Zhurov
Data
Semantic Web and Ontologies
article

Beyond the List: A Framework for the Design of Next-Generation MEDLINE Search Tools

Kamran Sedig, Mostafa Milani, Vladimir Zhurov
article en

Abstract

Despite the critical importance of biomedical databases like MEDLINE, users are often hampered by search tools with stagnant designs that fail to support complex exploratory tasks. To address this limitation, we synthesized research from visual analytics and related fields to propose a new design framework for non-traditional search interfaces. This framework was built upon seven core principle: visualization, interaction, machine learning, ontology, triaging, progressive disclosure, and evolutionary design. For each principle, we detail its rationale and demonstrate how its integration can transcend the limitations of conventional search tools. We contend that by leveraging this framework, designers can create more powerful and effective search tools that empower users to navigate complex information landscapes.

DataVol. 10(10)
Western University (CA)
Openalex Percentile: Top 84%
Semantic Web and Ontologies
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Beyond the List: A Framework for the Design of Next-Generation MEDLINE Search Tools — Kamran Sedig, Mostafa Milani, et al. · Data (2025) | TGRS Research Map | TGRS