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We implement two steps of data clustering for the Internet of things; the first step is the spatial location of adjacent fuzzy clustering, and the second step is the sampling time fuzzy clustering. Equivalent classes can be obtained through the two steps. In this way we can make the data with layout characteristics to be classified into different equivalent classes, so that the specific location information of the data can be obscured, the layout characteristics of tags are eliminated, and ultimately anonymization protection would be achieved. The experimental results show that the proposed algorithm can greatly improve the efficiency of protection of the data in the interaction with others in the incompletely open manner, without reducing the quality of anonymization and enhancing the information loss. The anonymization data set generated by this method has better data availability, and this algorithm can effectively improve the security of data exchange.<\/jats:p>","DOI":"10.1155\/2017\/2970673","type":"journal-article","created":{"date-parts":[[2017,6,8]],"date-time":"2017-06-08T21:02:24Z","timestamp":1496955744000},"page":"1-10","source":"Crossref","is-referenced-by-count":13,"title":["The Anonymization Protection Algorithm Based on Fuzzy Clustering for the Ego of Data in the Internet of Things"],"prefix":"10.1155","volume":"2017","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6387-785X","authenticated-orcid":true,"given":"Mingshan","family":"Xie","sequence":"first","affiliation":[{"name":"State Key Laboratory of Marine Resource Utilization in South China Sea, Haikou 570228, China"},{"name":"College of Information Science & Technology, Hainan University, Haikou 570228, China"},{"name":"College of Network, Haikou College of Economics, Haikou 571127, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5709-703X","authenticated-orcid":true,"given":"Mengxing","family":"Huang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Marine Resource Utilization in South China Sea, Haikou 570228, China"},{"name":"College of Information Science & Technology, Hainan University, Haikou 570228, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2506-5981","authenticated-orcid":true,"given":"Yong","family":"Bai","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Marine Resource Utilization in South China Sea, Haikou 570228, China"},{"name":"College of Information Science & Technology, Hainan University, Haikou 570228, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhuhua","family":"Hu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Marine Resource Utilization in South China Sea, Haikou 570228, China"},{"name":"College of Information Science & Technology, Hainan University, Haikou 570228, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488502001648"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1145\/1217299.1217302"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1007\/s10844-008-0075-2"},{"issue":"17","key":"9","first-page":"1","volume":"2014","year":"2014","journal-title":"Journal of Electrical and Computer Engineering"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/7093642"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1126\/science.aaa4961"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-015-2990-1"},{"issue":"4","key":"10","first-page":"30","volume":"6","year":"2010","journal-title":"Chinese society of computer communication"},{"key":"15","first-page":"6","volume":"12","year":"2013","journal-title":"Information Technology"},{"issue":"2","key":"8","first-page":"241","volume":"18","year":"2010","journal-title":"Turkish Journal of Electrical Engineering & Computer Sciences"},{"issue":"538","key":"6","first-page":"606","volume":"52","year":"2015","journal-title":"Procedia Computer Science"}],"container-title":["Journal of Electrical and Computer Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2017\/2970673.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2017\/2970673.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2017\/2970673.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,17]],"date-time":"2020-05-17T23:56:00Z","timestamp":1589759760000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/jece\/2017\/2970673\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"references-count":11,"alternative-id":["2970673","2970673"],"URL":"https:\/\/doi.org\/10.1155\/2017\/2970673","relation":{},"ISSN":["2090-0147","2090-0155"],"issn-type":[{"type":"print","value":"2090-0147"},{"type":"electronic","value":"2090-0155"}],"subject":[],"published":{"date-parts":[[2017]]}}}