{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,4]],"date-time":"2025-10-04T08:11:52Z","timestamp":1759565512340,"version":"3.41.2"},"reference-count":20,"publisher":"World Scientific Pub Co Pte Ltd","issue":"03","funder":[{"name":"Henan Province in 2018","award":["2018JPKC-GZ017"],"award-info":[{"award-number":["2018JPKC-GZ017"]}]},{"name":"Henan Polytechnic in 2021","award":["2021J022"],"award-info":[{"award-number":["2021J022"]}]},{"name":"science and technology innovation team of Henan Polytechnic","award":["2020-KJCXTD-02"],"award-info":[{"award-number":["2020-KJCXTD-02"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J. Inter. Net."],"published-print":{"date-parts":[[2022,9]]},"abstract":"<jats:p> This paper proposes a semi-automatic method of geographic information linking based on spatial relationships, entity names, entity categories and other features, combined with semantic and machine learning methods. First, we extracted geographic information from three geographic information sources: Open Street Map, Wikimapia, and Google places. The extracted geographic information is mainly for urban buildings in different regions. Secondly, we analyzed and extracted the characteristics of geographic information data to construct a geographic information ontology, and realized the integration of geographic data through the mapping of geographic information source data and geographic information ontology. Finally, the linking method of fusion classification algorithm support vector machine and K-nearest neighbor method are discussed separately. At the same time, it is compared with the linking method proposed by Samal et al. to comprehensively verify the accuracy of the method proposed in this paper from multiple angles, laying a good foundation for seismic information integration. <\/jats:p>","DOI":"10.1142\/s0219265921450183","type":"journal-article","created":{"date-parts":[[2022,5,9]],"date-time":"2022-05-09T02:01:48Z","timestamp":1652061708000},"source":"Crossref","is-referenced-by-count":8,"title":["Design and Implementation of Earthquake Information Publishing System Based on Mobile Computing and Machine Learning Technology in GIS"],"prefix":"10.1142","volume":"22","author":[{"given":"Hui","family":"Zhai","sequence":"first","affiliation":[{"name":"College of Modern Information Technology, Henan Polytechnic, Zhengzhou 450046, Henan, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yi","family":"Wang","sequence":"additional","affiliation":[{"name":"Anhui Earthquake Agency, Hefei 230031, Anhui, P. R. China"},{"name":"Anhui Mengcheng National Geophysical Observatory, Mengcheng 233500, Anhui, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2022,5,5]]},"reference":[{"doi-asserted-by":"publisher","key":"S0219265921450183BIB001","DOI":"10.1007\/s13753-018-0208-3"},{"key":"S0219265921450183BIB002","first-page":"1","author":"Fujita S.","year":"2021","journal-title":"Information Systems Frontiers (2)"},{"issue":"1","key":"S0219265921450183BIB003","first-page":"1","volume":"88","author":"Ranjan S.","year":"2016","journal-title":"International Journal of Advanced Manufacturing Technology"},{"doi-asserted-by":"publisher","key":"S0219265921450183BIB005","DOI":"10.1109\/TMC.2015.2463287"},{"doi-asserted-by":"publisher","key":"S0219265921450183BIB006","DOI":"10.1109\/ACCESS.2020.3029903"},{"doi-asserted-by":"publisher","key":"S0219265921450183BIB007","DOI":"10.1049\/htl.2017.0007"},{"doi-asserted-by":"publisher","key":"S0219265921450183BIB008","DOI":"10.4236\/jdaip.2018.62002"},{"issue":"7","key":"S0219265921450183BIB009","first-page":"1373","volume":"27","author":"Koren S.","year":"2016","journal-title":"Neural Computation"},{"issue":"3","key":"S0219265921450183BIB010","first-page":"1","volume":"2021","author":"Pradhan B.","year":"2021","journal-title":"Journal of Healthcare Engineering"},{"key":"S0219265921450183BIB011","first-page":"1","author":"Liu D.","year":"2021","journal-title":"Neural Computing and Applications (4)"},{"doi-asserted-by":"publisher","key":"S0219265921450183BIB012","DOI":"10.1007\/s11069-016-2230-3"},{"doi-asserted-by":"publisher","key":"S0219265921450183BIB013","DOI":"10.1016\/j.soildyn.2017.10.001"},{"issue":"2","key":"S0219265921450183BIB014","first-page":"1","volume":"34","author":"Li Y.","year":"2018","journal-title":"World Information on Earthquake Engineering"},{"issue":"2","key":"S0219265921450183BIB015","first-page":"1","volume":"8","author":"Ghalehkhondabi I.","year":"2016","journal-title":"Energy Systems"},{"doi-asserted-by":"publisher","key":"S0219265921450183BIB016","DOI":"10.1007\/s41324-016-0012-3"},{"doi-asserted-by":"publisher","key":"S0219265921450183BIB017","DOI":"10.1109\/TMC.2019.2913386"},{"doi-asserted-by":"publisher","key":"S0219265921450183BIB018","DOI":"10.1109\/COMST.2015.2494502"},{"doi-asserted-by":"publisher","key":"S0219265921450183BIB019","DOI":"10.1016\/j.neucom.2015.02.097"},{"doi-asserted-by":"publisher","key":"S0219265921450183BIB020","DOI":"10.1109\/ACCESS.2020.2966123"},{"issue":"4","key":"S0219265921450183BIB021","first-page":"1","volume":"2019","author":"Park M.","year":"2019","journal-title":"Wireless Communications and Mobile Computing"}],"container-title":["Journal of Interconnection Networks"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0219265921450183","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,26]],"date-time":"2022-05-26T08:15:01Z","timestamp":1653552901000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/10.1142\/S0219265921450183"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,5]]},"references-count":20,"journal-issue":{"issue":"03","published-print":{"date-parts":[[2022,9]]}},"alternative-id":["10.1142\/S0219265921450183"],"URL":"https:\/\/doi.org\/10.1142\/s0219265921450183","relation":{},"ISSN":["0219-2659","1793-6713"],"issn-type":[{"type":"print","value":"0219-2659"},{"type":"electronic","value":"1793-6713"}],"subject":[],"published":{"date-parts":[[2022,5,5]]},"article-number":"2145018"}}