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Scenario-oriented data interoperability: maximising the connection between data and users in collaboration environments

delete2024-12-28
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PRE
AI
B
Beibei Pang
J
Juanqiong Gou *
L
Luís M. Camarinha-Matos
J
Justin Zuopeng Zhang
张磊 (Lei Zhang)
DOI:10.1080/17517575.2024.2445604delete
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摘要

摘要

En 中文
In large-scale collaborative environments, data interoperability faces challenges due to varying data standards, differences in time and space, and rising demands for data services. Traditional methods focus on integrating resources but often miss the need for interoperability between users and data. This research introduces a new approach to data interoperability, which emphasises scenario-based strategies. We use topic analysis and context fusion to handle industry-specific terminology, making it easier for users to understand cross-speciality data. Our approach includes a concept-extended metamodel to address business logic differences and connect data with user scenarios. We tested our model in a railway company and found it effective and useful based on survey feedback.
Keyword:
Data interoperability
user scenario
terminology
knowledge graph
business semantic
collaboration environment

期刊

Enterprise Information Systems 封面图
Enterprise Information Systems
IF:
3.9
论文数:
2.8K
被引数:
1.8K

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State University System of Florida 封面图
State University System of Florida
学者数:
12.7W
论文数: 10.9W
被引数: 130
B
Beijing Jiaotong University
学者数:
2.2W
论文数: 1.7W
被引数: 1.2W
U
Universidade Nova de Lisboa
学者数:
1.3W
论文数: 1.1W
被引数: 1.5W
B
Beijing Union University
学者数:
1.1K
论文数: 893
被引数: 927
U
University of North Florida
学者数:
923
论文数: 811
被引数: 1.4K
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