{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T15:03:22Z","timestamp":1768316602182,"version":"3.49.0"},"reference-count":22,"publisher":"Wiley","issue":"6","license":[{"start":{"date-parts":[[2018,9,11]],"date-time":"2018-09-11T00:00:00Z","timestamp":1536624000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Statistical Analysis"],"published-print":{"date-parts":[[2018,12]]},"abstract":"<jats:p>Interestingness measures provide information about association rules. The value of an interestingness measure is often interpreted relative to the overall range of the interestingness measure. However, properties of individual association rules can further restrict what value an interestingness measure can achieve. These additional constraints are not typically taken into account in analysis, potentially misleading the investigator. Considering the value of an interestingness measure relative to this further constrained range provides greater insight than the original range alone and can even alter researchers' impressions of the data. Standardizing interestingness measures takes these additional restrictions into account, resulting in values that provide a relative measure of the attainable values. We explore the impacts of standardizing interestingness measures on real and simulated data.<\/jats:p>","DOI":"10.1002\/sam.11394","type":"journal-article","created":{"date-parts":[[2018,9,11]],"date-time":"2018-09-11T13:46:44Z","timestamp":1536673604000},"page":"282-295","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["Standardizing interestingness measures for association rules"],"prefix":"10.1002","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4210-5751","authenticated-orcid":false,"given":"Mateen R.","family":"Shaikh","sequence":"first","affiliation":[{"name":"Department of Mathematics and Statistics Thompson Rivers University  Kamloops Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paul D.","family":"McNicholas","sequence":"additional","affiliation":[{"name":"Department of Mathematics and Statistics McMaster University  Hamilton Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M. Luiza","family":"Antonie","sequence":"additional","affiliation":[{"name":"School of Computer Science University of Guelph  Guelph Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas Brendan","family":"Murphy","sequence":"additional","affiliation":[{"name":"School of Mathematics and Statistics University College Dublin  Ireland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2018,9,11]]},"reference":[{"key":"e_1_2_9_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/170035.170072"},{"key":"e_1_2_9_3_1","first-page":"487","volume-title":"20th Int. Conf. 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