{"id":163,"date":"2012-01-01T10:00:57","date_gmt":"2012-01-01T10:00:57","guid":{"rendered":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/?p=163"},"modified":"2022-02-20T00:57:14","modified_gmt":"2022-02-20T00:57:14","slug":"linking-behavioral-patterns-to-personal-attributes-through-data-re-mining","status":"publish","type":"post","link":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/linking-behavioral-patterns-to-personal-attributes-through-data-re-mining\/","title":{"rendered":"Linking Behavioral Patterns to Personal Attributes through Data Re-Mining"},"content":{"rendered":"<p>A fundamental challenge in behavioral informatics is the development of methodologies and systems that can achieve its goals and tasks, including behavior pattern analysis. This study presents such a methodology, that can be converted into a decision support system, by the appropriate integration of existing tools for association mining and graph visualization. The methodology enables the linking of behavioral patterns to personal attributes, through the re-mining of colored association graphs that represent item associations. The methodology is described and mathematically formalized and is demonstrated in a case study related with the retail industry.<\/p>\n<p><strong>Ertek, G., Demiriz, A., \u00c7akmak, F. (2012) \u201cLinking Behavioral Patterns to Personal Attributes through Data Re-Mining\u201d in Behavior Computing: Modeling, Analysis, Mining, and Decision. Eds: Longbing Cao, Philip S. Yu. Springer.<\/strong><\/p>\n<p><em>Note: This is the final draft version of this paper. Please cite this paper (or this final draft) as above. <\/em><\/p>\n<p><em>Download<\/em><br \/>\n<a href=\"https:\/\/ertekprojects.com\/ftp\/papers\/2012\/ertek_et_al_Starbucks_Book_Chapter_LNCS.pdf\">Linking Behavioral Patterns to Personal Attributes through Data Re-Mining<\/a><\/p>\n<p>Dr. G\u00fcrdal Ertek recommends the following related books:<\/p>\n<ul>\n<li><a href=\"http:\/\/amzn.to\/2DidrE4\"><em>Behavior Computing: Modeling, Analysis, Mining and Decision 2012th Edition<\/em><\/a><\/li>\n<li><a href=\"http:\/\/amzn.to\/2DqiG8O\"><em>Analyzing Social Media Networks with NodeXL: Insights from a Connected World 1st Edition<\/em><\/a><\/li>\n<li><a href=\"http:\/\/amzn.to\/2DiBh2s\"><em>The Craft of Information Visualization: Readings and Reflections (Interactive Technologies) 1st Edition<\/em><\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A fundamental challenge in behavioral informatics is the development of methodologies and systems that can achieve its goals and tasks, including behavior pattern analysis. This study presents such a methodology, that can be converted into a decision support system, by the appropriate integration of existing tools for association mining and graph visualization. The methodology enables [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":56,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-163","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/posts\/163","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/comments?post=163"}],"version-history":[{"count":0,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/posts\/163\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/media\/56"}],"wp:attachment":[{"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/media?parent=163"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/categories?post=163"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/tags?post=163"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}