QOSPF(Quality of Service Open Shortest Path First)based on QoS routing has been recognized as a missing piece in the evolution of QoS-based services in the Internet. Data mining has emerged as a tool for data analysis, discovery of new information, and autonomous decision-making. This paper focuses on routing algorithms and their applications for computing QoS routes in OSPF protocol. The proposed approach is based on a data mining approach using rough set theory, for which the attribute-value system about links of networks is created from network topology. Rough set theory of-fers a knowledge discovery approach to extracting routing-decisions from attribute set. The extracted rules can then be used to select significant routing-attributes and make routing-selections in routers. A case study is conducted to demonstrate that rough set theory is effective in finding the most significant attribute set. It is shown that the algo-rithm based on data mining and rough set offers a promising approach to the attribute-selection problem in internet routing.<\/p>","DOI":"10.4018\/jdwm.2006070103","type":"journal-article","created":{"date-parts":[[2011,2,15]],"date-time":"2011-02-15T18:40:32Z","timestamp":1297795232000},"page":"27-41","source":"Crossref","is-referenced-by-count":0,"title":["Routing Attribute Data Mining Based on Rough Set Theory"],"prefix":"10.4018","volume":"2","author":[{"given":"Yanbing","family":"Liu","sequence":"first","affiliation":[{"name":"UEST of China & Chongqing University of Posts and Telecommunications, China"}]},{"given":"Shixin","family":"Sun","sequence":"additional","affiliation":[{"name":"UEST of China, China"}]},{"given":"Menghao","family":"Wang","sequence":"additional","affiliation":[{"name":"Chongqing University of Posts and Telecommunications, China"}]},{"given":"Hong","family":"Tang","sequence":"additional","affiliation":[{"name":"Chongqing University of Posts and Telecommunications, China"}]}],"member":"2432","container-title":["International Journal of Data Warehousing and Mining"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=1769","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,2]],"date-time":"2022-06-02T03:51:06Z","timestamp":1654141866000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/jdwm.2006070103"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2006,7,1]]},"references-count":0,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2006,7]]}},"URL":"https:\/\/doi.org\/10.4018\/jdwm.2006070103","relation":{},"ISSN":["1548-3924","1548-3932"],"issn-type":[{"value":"1548-3924","type":"print"},{"value":"1548-3932","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006,7,1]]}}}