{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T15:40:15Z","timestamp":1780674015613,"version":"3.54.1"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643684444","type":"print"},{"value":"9781643684451","type":"electronic"}],"license":[{"start":{"date-parts":[[2023,11,30]],"date-time":"2023-11-30T00:00:00Z","timestamp":1701302400000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,11,30]]},"abstract":"<jats:p>The current unstructured multi-source data fusion has insufficient application of data attributes, which leads to unsatisfactory data fusion results. To this end, an unstructured multi-source data fusion method based on knowledge graph is proposed. Building a data tracking model to integrate unstructured multi-source datasets. Processing unstructured multi-source datasets. Associating data based on knowledge graphs. Alignment and complementary processing of data attributes to correlate unstructured multi-source data attribute fusion. The experiments show that the average fusion of the method reaches 0.92152. The fusion of unstructured multi-source data is substantially improved and has high practical application value.<\/jats:p>","DOI":"10.3233\/faia230869","type":"book-chapter","created":{"date-parts":[[2023,12,1]],"date-time":"2023-12-01T15:55:34Z","timestamp":1701446134000},"source":"Crossref","is-referenced-by-count":1,"title":["Knowledge Graph-Based Approach to Unstructured Multi-Source Data Fusion"],"prefix":"10.3233","author":[{"given":"Zhengxiong","family":"Mao","sequence":"first","affiliation":[{"name":"Information center of Yunnan Power Grid Co., Ltd, Kunming 650011, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tao","family":"Chuan","sequence":"additional","affiliation":[{"name":"Information center of Yunnan Power Grid Co., Ltd, Kunming 650011, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jing","family":"Zhou","sequence":"additional","affiliation":[{"name":"Information center of Yunnan Power Grid Co., Ltd, Kunming 650011, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wenwei","family":"Su","sequence":"additional","affiliation":[{"name":"Information center of Yunnan Power Grid Co., Ltd, Kunming 650011, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yingjun","family":"He","sequence":"additional","affiliation":[{"name":"Information center of Yunnan Power Grid Co., Ltd, Kunming 650011, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Donghui","family":"Mei","sequence":"additional","affiliation":[{"name":"Information center of Yunnan Power Grid Co., Ltd, Kunming 650011, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chenglin","family":"Li","sequence":"additional","affiliation":[{"name":"Information center of Yunnan Power Grid Co., Ltd, Kunming 650011, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Advances in Artificial Intelligence, Big Data and Algorithms"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA230869","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,1]],"date-time":"2023-12-01T15:55:43Z","timestamp":1701446143000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA230869"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,30]]},"ISBN":["9781643684444","9781643684451"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia230869","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,11,30]]}}}