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Algorithm Research & Explore
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App. Res. of Comp. Printed Article
Vol. 39, 2022 No. 2
407-410,431

Address matching based on full-text indexed knowledge graph for hazardous materials transportation

Liu Fei1,2
He Xiangyang2
Zou Zhiyun1
1. School of Civil & Hydraulic Engineering, Huazhong University of Science & Technology, Wuhan 430074, China
2. Ningbo Transport Development Research Center, Ningbo Zhejiang 315042, China
DOI: 10.19734/j.issn.1001-3695.2021.07.0299

Abstract

Address matching is one of the key technologies in the investigation and analysis of origin-destination in hazardous materials transportation. In order to help solving the problem of low accuracy of complex non-standard address matching for hazardous materials road transportation, this paper adopted self-expanding knowledge graph of address data, proposed a self-expanding Chinese word segmentation method and an address matching mechanism based on full-text index. Besides, this paper incorporated a weighted Pinyin full-text search mechanism to improve the matching accuracy for misspelling addresses. The online interface of geographic resolving and semi-supervised matching mechanism made the proposed address matching system a complete one. The matching results of the address data of the electronic waybill for the hazardous materials transportation show a high accuracy and high precision. The accuracy is over 94.6% for random address dataset and 67.5% for difficult-to-parse address dataset, both are much higher than the general matching methods and geographic search methods in terms of the accuracy and precision of address matching.

Publish Information

DOI: 10.19734/j.issn.1001-3695.2021.07.0299
Publish at: Application Research of Computers Printed Article, Vol. 39, 2022 No. 2
Section: Algorithm Research & Explore
Pages: 407-410,431
Serial Number: 1001-3695(2022)02-014-0407-04

Publish History

[2021-10-18] Accepted Paper
[2022-02-05] Printed Article

Cite This Article

刘斐, 贺向阳, 邹志云. 基于全文索引知识图谱的危化品运输地址匹配研究 [J]. 计算机应用研究, 2022, 39 (2): 407-410,431. (Liu Fei, He Xiangyang, Zou Zhiyun. Address matching based on full-text indexed knowledge graph for hazardous materials transportation [J]. Application Research of Computers, 2022, 39 (2): 407-410,431. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.

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