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    An Ontological Knowledge-Driven Smart Contract Framework for Implicit Bridge Preservation Decision Making 

    Source: Journal of Construction Engineering and Management:;2025:;Volume ( 151 ):;issue: 004:;page 04025008-1
    Author(s): Chuanni He; Min Liu; Simon M. Hsiang; Nicholas Pierce; Samuel Megahed; Asa Godfrey
    Publisher: American Society of Civil Engineers
    Abstract: The decision-making for bridge preservation constitutes two types of rules: explicit rules, which are based on clear specifications to establish an overall baseline preservation plan, and implicit rules, which are rooted ...
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    Synthesizing Ontology and Graph Neural Network to Unveil the Implicit Rules for US Bridge Preservation Decisions 

    Source: Journal of Management in Engineering:;2024:;Volume ( 040 ):;issue: 003:;page 04024007-1
    Author(s): Chuanni He; Min Liu; Simon M. Hsiang; Nicholas Pierce
    Abstract: Bridges are essential portions of a nation’s infrastructure systems. Although general rules and guidelines are available for bridge preservation activity prediction, due to the intricate interdependencies among bridge ...
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