用语义链接网络实现跨境物流状态可追溯,存证上链更高效。
A Semantic Link Network Model for Supporting Traceability of Logistics on Blockchain
- 基于语义链接网络建模物流过程,每条链接代表双方间的运输行为。
- 通过链上状态映射与路径捷径算法,查询效率提升至对数级别。
- 适合需要跨组织可信追踪的跨境物流系统使用。
物流状态追溯依赖高效存储与检索运输状态及物品位置。但跨国组织间共享状态与位置受限,难以部署集中式数据库。本文提出一种基于语义链接网络(Semantic Link Network)的区块链数据模型,将物流过程表示为参与方之间的语义链接,每个链接代表一次物流运输。设计状态表示模型,通过链接状态推导物品位置;建立语义链接到区块链交易的映射,将链接模式与状态发布于链上。为提升链上路径查询效率,设计路径捷径构建算法,使物流路径查询可在对数步内完成。引入奖励-惩罚机制,激励参与者确认链接状态。分析与仿真表明,该模型在不可篡改的区块链上具有灵活性、有效性与高效率,适用于跨境物流可追溯系统。
原文摘要 · Abstract (English)
The ability of tracing states of logistic transportations requires an efficient storage and retrieval of the state of logistic transportations and locations of logistic objects. However, the restriction of sharing states and locations of logistic objects across organizations from different countries makes it hard to deploy a centralized database for implementing the traceability in a cross-border logistic system. This paper proposes a semantic data model on Blockchain to represent a logistic process based on the Semantic Link Network model where each semantic link represents a logistic transportation of a logistic object between two parties. A state representation model is designed to represent the states of a logistic transportation with semantic links. It enables the locations of logistic objects to be derived from the link states. A mapping from the semantic links to the blockchain transactions is designed to enable schema of semantic links and states of semantic links to be published in blockchain transactions. To improve the efficiency of tracing a path of semantic links on blockchain platform, an algorithm is designed to build shortcuts along the path of semantic links to enable a query on the path of a logistic object to reach the target in logarithmic steps on the blockchain platform. A reward-penalty policy is designed to allow participants to confirm the state of links on blockchain. Analysis and simulation demonstrate the flexibility, effectiveness and the efficiency of Semantic Link Network on immutable blockchain for implementing logistic traceability.
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