基于区块链技术的智能合约自动分类系统设计
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摘要
针对目前采用的智能合约自动分类系统存在的分类时效性较差、准确性较低等问题,设计了一种融合区块链技术的智能合约自动分类系统,根据系统的六层架构,完成对智能合约自动分类系统的硬件设计;规范化处理词条项在智能合约中的权值,采用特征提取方法滤除智能合约中表现力差的合约词条,筛选出合约中具有代表性的特征词条,计算智能合约的相似度;根据智能合约的内容自动辨别智能合约类型,完成智能合约自动分类系统的软、硬件设计。实验测试结果表明,所设计的智能合约自动分类系统可以快速、准确的实现对智能合约自动分类。
Aiming at the problems of poor timeliness and low accuracy of the intelligent automatic classification system currently adopted, a smart contract automatic classification system based on blockchain technology is designed. According to the six-layer architecture of the system, the intelligent intelligence is completed. The hardware design of the contract automatic classification system; normalizes the weight of the term in the smart contract, uses the feature extraction method to filter out the contract terms with poor performance in the smart contract, and selects the representative feature terms in the contract. Calculate the similarity of smart contracts; automatically identify smart contract types based on the content of smart contracts, and complete the software and hardware design of the intelligent contract automatic classification system. The experimental test results show that the designed intelligent contract automatic classification system can quickly and accurately realize the automatic classification of intelligent contracts.
Aiming at the problems of poor timeliness and low accuracy of the intelligent automatic classification system currently adopted, a smart contract automatic classification system based on blockchain technology is designed. According to the six-layer architecture of the system, the intelligent intelligence is completed. The hardware design of the contract automatic classification system; normalizes the weight of the term in the smart contract, uses the feature extraction method to filter out the contract terms with poor performance in the smart contract, and selects the representative feature terms in the contract. Calculate the similarity of smart contracts; automatically identify smart contract types based on the content of smart contracts, and complete the software and hardware design of the intelligent contract automatic classification system. The experimental test results show that the designed intelligent contract automatic classification system can quickly and accurately realize the automatic classification of intelligent contracts.
引文
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[2]李彬,卢超,曹望璋,等.基于区块链技术的自动需求响应系统应用初探[J].中国电机工程学报,2017,37(13):3691-3702.
[3]祝烈煌,高峰,沈蒙,等.区块链隐私保护研究综述[J].计算机研究与发展,2017,54(10):2170-2186.
[4]叶小榕,邵晴,肖蓉.基于区块链基于区块链、智能合约和物联网的供应链原型系统[J].科技导报,2017,35(23):62-69.
[5]周致成,李立新,郭松,等.基于区块链技术的生物特征和口令双因子跨域认证方案[J].计算机应用,2018,38(6):1620-1627.
[6]黄步添,刘琦,何钦铭,等.基于语义嵌入模型与交易信息的智能合约自动分类系统[J].自动化学报,2017,43(9):1532-1543.
[7]甄圣超,高远,李玉康,等.基于PLC控制RFID识别的图书分类系统[J].制造业自动化,2016,38(6):153-156.
[8]李村合,唐磊.基于欠采样支持向量机不平衡的网页分类系统[J].计算机系统应用,2017,26(4):230-235.
[9]郭艳,王立荣,韩燕.金融市场中的区块链技术:场景应用与价值展望[J].技术经济,2017,36(7):110-116.
[10]施泉生,刘坤,温蜜.基于区块链技术的跨省发电权交易模型[J].电力建设,2017,38(9):15-23.