{"id":838,"date":"2020-12-08T15:50:22","date_gmt":"2020-12-08T08:50:22","guid":{"rendered":"http:\/\/international.binus.ac.id\/information-system\/?p=838"},"modified":"2020-12-08T15:51:09","modified_gmt":"2020-12-08T08:51:09","slug":"ms1","status":"publish","type":"post","link":"https:\/\/international.binus.ac.id\/information-system\/2020\/12\/08\/ms1\/","title":{"rendered":"Process Mining with Applications to Automotive Industry"},"content":{"rendered":"<p class=\"mb-0\"><span data-authors=\"\"><span class=\"nowrap\">Michael Siek<sup>1<\/sup><\/span> and <span class=\"nowrap\">Ryan Malik Gunadharma Mukti<sup>1<\/sup><\/span><\/span><\/p>\n<p class=\"small\"><span class=\"wd-jnl-art-copyright\">Published under licence by IOP Publishing Ltd<\/span><br \/>\n<span class=\"wd-jnl-art-breadcrumb-title article-toolbar-anchor\"><a href=\"https:\/\/iopscience.iop.org\/journal\/1757-899X\">IOP Conference Series: Materials Science and Engineering<\/a><\/span>, <span class=\"wd-jnl-art-breadcrumb-vol nowrap\"><a href=\"https:\/\/iopscience.iop.org\/volume\/1757-899X\/924\">Volume 924<\/a><\/span>, <span class=\"wd-jnl-art-breadcrumb-issue\"><a href=\"https:\/\/iopscience.iop.org\/issue\/1757-899X\/924\/1\">International Conference on Advanced Materials and Technology 8-9 October 2019, Bogor, Indonesia<\/a><\/span><\/p>\n<div class=\"btn-multi-block mb-1\"><a class=\"btn btn-large btn-primary content-download btn-full-w-mobile wd-jnl-art-pdf-button-main dupe-buttons\" title=\"Process Mining with Applications to Automotive Industry\" href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1757-899X\/924\/1\/012033\/pdf\" target=\"_blank\" rel=\"noopener noreferrer\"><span class=\"offscreen-hidden\">Download <\/span>Article PDF<\/a><\/div>\n<h2 id=\"artAbst\" class=\"collapse-blocked\">Abstract<\/h2>\n<div class=\"article-text wd-jnl-art-abstract cf\">\n<p>Process mining as a modeling and analysis tool can be used to improve the business performance by looking at the actual business processes. This paper presents the applications of process mining in automotive industry. Using event log data with timestamps, process mining algorithms, like inductive miner and fuzzy miner were able to automatically generate car manufacturing processes, automatically checking the conformance between the actual processes and the predefined standard ones, and identify and solve any bottlenecks and issues in the car manufacturing processes. A number of car manufacturing issues were considered in this research, such as process delays, stagnant workflow, mismanagement, faulty production and labor insufficiency. The modeling and statistical results show promising leverage of process mining in automotive industry that can lead to the autonomous car manufacturing with abilities for real-time process auditing and reengineering.<\/p>\n<p>https:\/\/iopscience.iop.org\/article\/10.1088\/1757-899X\/924\/1\/012033\/meta<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Michael Siek1 and Ryan Malik Gunadharma Mukti1 Published under licence by IOP Publishing Ltd IOP Conference Series: Materials Science and Engineering, Volume 924, International Conference on Advanced Materials and Technology 8-9 October 2019, Bogor, Indonesia Download Article PDF Abstract Process mining as a modeling and analysis tool can be used to improve the business performance [&hellip;]<\/p>\n","protected":false},"author":20,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15],"tags":[],"class_list":["post-838","post","type-post","status-publish","format-standard","hentry","category-achievements"],"_links":{"self":[{"href":"https:\/\/international.binus.ac.id\/information-system\/wp-json\/wp\/v2\/posts\/838"}],"collection":[{"href":"https:\/\/international.binus.ac.id\/information-system\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/international.binus.ac.id\/information-system\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/international.binus.ac.id\/information-system\/wp-json\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/international.binus.ac.id\/information-system\/wp-json\/wp\/v2\/comments?post=838"}],"version-history":[{"count":2,"href":"https:\/\/international.binus.ac.id\/information-system\/wp-json\/wp\/v2\/posts\/838\/revisions"}],"predecessor-version":[{"id":840,"href":"https:\/\/international.binus.ac.id\/information-system\/wp-json\/wp\/v2\/posts\/838\/revisions\/840"}],"wp:attachment":[{"href":"https:\/\/international.binus.ac.id\/information-system\/wp-json\/wp\/v2\/media?parent=838"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/international.binus.ac.id\/information-system\/wp-json\/wp\/v2\/categories?post=838"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/international.binus.ac.id\/information-system\/wp-json\/wp\/v2\/tags?post=838"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}