{"id":2895,"date":"2019-01-26T12:47:00","date_gmt":"2019-01-26T05:47:00","guid":{"rendered":"https:\/\/www.its.ac.id\/statistika\/?page_id=2895"},"modified":"2026-06-25T08:49:24","modified_gmt":"2026-06-25T01:49:24","slug":"business-and-industrial-data-analytics","status":"publish","type":"page","link":"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/","title":{"rendered":"BUSINESS AND INDUSTRIAL DATA ANALYTICS"},"content":{"rendered":"<p>[vc_section css=&#8221;.vc_custom_1504163696481{margin-top: 50px !important;}&#8221;][vc_row][vc_column width=&#8221;1\/4&#8243;][dot_custom_title position_text=&#8221;left&#8221; font_style=&#8221;AvenirNextLTPro-DemiCn&#8221; title=&#8221;Laboratories&#8221;][\/dot_custom_title][dot_sidebar_menu select_menu=&#8221;sidebar-laboratorium-en&#8221;][\/vc_column][vc_column width=&#8221;3\/4&#8243;][dot_custom_title position_text=&#8221;center&#8221; font_style=&#8221;AvenirNextLTPro-DemiCn&#8221; title=&#8221;Business and Industrial Data Analytics&#8221;][\/dot_custom_title][vc_column_text]<\/p>\n<h4><span style=\"color: #0000ff\"><strong>Head of Laboratories:\u00a0 <\/strong><\/span><\/h4>\n<ul>\n<li><a href=\"https:\/\/www.its.ac.id\/statistika\/en\/lecturer-and-staff\/list-of-lecturer\/dr-muhammad-ahsan-s-si\/\" target=\"_blank\" rel=\"noopener\">Dr. Muhammad Ahsan, S.Si.<\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #0000ff\"><strong>Members:<\/strong><\/span><\/p>\n<ul>\n<li><a href=\"https:\/\/www.its.ac.id\/statistika\/en\/lecturer-and-staff\/list-of-lecturer\/dr-muhammad-mashuri-m-t\/\" target=\"_blank\" rel=\"noopener\">Prof. Dr. M. Mashuri, MT.<\/a><\/li>\n<li><a href=\"https:\/\/www.its.ac.id\/statistika\/en\/lecturer-and-staff\/list-of-lecturer\/dr-wibawati-s-si-m-si\/\" target=\"_blank\" rel=\"noopener\">Dr. Wibawati, S.Si., M.Si.<\/a><\/li>\n<li><a href=\"https:\/\/www.its.ac.id\/statistika\/en\/lecturer-and-staff\/list-of-lecturer\/diaz-fitra-aksioma-s-si-m-si\/\" target=\"_blank\" rel=\"noopener\">Diaz Fitra Aksioma, S.Si., M.Si.<\/a><\/li>\n<li><a href=\"https:\/\/www.its.ac.id\/statistika\/en\/lecturer-and-staff\/list-of-lecturer\/novri-s\/\" target=\"_blank\" rel=\"noopener\">Novri Suhermi, S.Si., M.Si.<\/a><\/li>\n<li><a href=\"https:\/\/www.its.ac.id\/statistika\/en\/lecturer-and-staff\/list-of-lecturer\/rahmatin-nur-amalia\/\" target=\"_blank\" rel=\"noopener\">Rahmatin Nur Amalia, S.Stat., M.Si.<\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #0000ff\"><strong>Vision:<\/strong><\/span><\/p>\n<p style=\"text-align: justify\">Our vision by the end of 2020 is to build LBIS into an eminent laboratory, national and internationally benchmarked in the field of business and industrial statistics.<\/p>\n<p style=\"text-align: justify\">Our long-term objective is to become a leading laboratory, develops and expands the statistical methods on business and industrial, known for critical thinking and social responsibilities, and as a laboratory that produces outstanding research that has a direct impact on our educational activities and our engagement with business and enterprises.<\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #0000ff\"><strong>Mission:<\/strong><\/span><\/p>\n<p style=\"text-align: justify\">Our mission is to offer an inspiring international learning group to study business and industrial statistics, where both lecturers and students can develop their capacities by conducting high-quality academic research on innovative relevant themes, and by offering research-based teaching that meets the department in line with the international standards. More specifically, we want to build LBIS into a laboratory that<\/p>\n<ol>\n<li>Designing the international standards curriculum of Business and Industrial Statistics.<\/li>\n<li>Developing and introducing the new statistical methods for business and industries.<\/li>\n<li>Collaborating with business and enterprises in researches and in the development of human resources.<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #0000ff\"><strong>Value:<\/strong><\/span><\/p>\n<p>The core values on which we build towards realising our vision are:<\/p>\n<ol>\n<li>Excellence \u2013 publish consistently in reputable international journals, excellent teaching, and outstanding students.<\/li>\n<li>Critical &amp; Independent Thinking by conducting research-based teaching<\/li>\n<li>Social Engagement: ethical, environmental, social, and governance issues develops relevant topics.<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><strong><span style=\"color: #0000ff\">Areas of Expertise:<\/span><\/strong><\/p>\n<ul>\n<li>Control Chart<\/li>\n<li>Reliabilty Optimization<\/li>\n<li>Quality by Design &amp; Robust Design<\/li>\n<li>Quality Improvement Method based on Six Sigma Quality (single &amp; multiple-response) by Taguchi, Fuzzy Logic, Wavelet.<\/li>\n<li>Stochastic Model<\/li>\n<li>Structural Equation Modeling (SEM)<\/li>\n<li>Calibration Model<\/li>\n<li>Risk Theory and Financial Engineering<\/li>\n<li>Analytical Hierarchy Process (AHP)<\/li>\n<li>Market Mapping Analysis<\/li>\n<li>Non-Destructive Evaluation<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #0000ff\"><strong>Research Collaboration:<\/strong><\/span><\/p>\n<ul>\n<li>PT. PHILIPS<\/li>\n<li>PT. UBS<\/li>\n<li>PT Pertamina (Customer Satisfaction)<\/li>\n<li>JTV (Loyalty Survey)<\/li>\n<li>Jawa Pos (Electability Survey)<\/li>\n<li>PT. ALSTOM (Research &amp; Training)<\/li>\n<li>PDAM (Research &amp; Training)<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #0000ff\"><strong>Research Roadmap:<\/strong><\/span><\/p>\n<table style=\"width: 944px\" border=\"1\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr>\n<td valign=\"top\" width=\"192\"><strong>Topics<\/strong><\/td>\n<td valign=\"top\" width=\"314\"><strong>&#8230; 2014<\/strong><\/td>\n<td valign=\"top\" width=\"438\"><strong>2015 \u2013 2020<\/strong><\/td>\n<\/tr>\n<tr>\n<td valign=\"top\" width=\"192\"><strong>Development of univariate &amp; multivariate control chart (variable &amp; attribute)<\/strong><\/td>\n<td valign=\"top\" width=\"314\">\n<ul>\n<li>SDCM based control chart<\/li>\n<li>Log linier based control chart<\/li>\n<li>Univariate non-parametric control chart<\/li>\n<li>Multinomial, poisson &amp; mahalanobis distance based attribute multivariate control chart<\/li>\n<\/ul>\n<\/td>\n<td valign=\"top\" width=\"438\">\n<ul>\n<li>Performance evaluation &amp; application of SDCM based control chart<\/li>\n<li>Performance evaluation &amp; application of log-linier based control chart<\/li>\n<li>Chi-squared distance attribute multivariate control chart<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\" width=\"192\"><strong>Univariat &amp; multivariate control chart for non-random observation.<\/strong><\/td>\n<td valign=\"top\" width=\"314\">\n<ul>\n<li>EWMA &amp; MEWMA for non-random obs<\/li>\n<li>EWMA &amp; MEWMA for VAR(p) &amp; VARMA(p) patterned observations<\/li>\n<\/ul>\n<\/td>\n<td valign=\"top\" width=\"438\">\n<ul>\n<li>Performance evaluation &amp; application of EWMA &amp; MEWMA for non-random observations<\/li>\n<li>Performance evaluation &amp; application of EWMA &amp; MEWMA for VAR(p) &amp; VARMA(p) patterned observations<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\" width=\"192\"><strong>Quality by Design<\/strong><\/td>\n<td colspan=\"2\" valign=\"top\" width=\"752\">\n<ul>\n<li>Lost Function &amp; Signal to Noise Ratios (Robust Design)<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\" width=\"192\"><strong>Multirespon Optimization (continue respon data)<\/strong><\/td>\n<td valign=\"top\" width=\"314\">\n<ul>\n<li>Desirability function<\/li>\n<li>Fuzzy logic<\/li>\n<li>Neural Network<\/li>\n<\/ul>\n<\/td>\n<td valign=\"top\" width=\"438\">\n<ul>\n<li>Hybrid Method<\/li>\n<li>Application &amp; comparison<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\" width=\"192\"><strong>Multirespon Optimization (discrete respon data)<\/strong><\/td>\n<td valign=\"top\" width=\"314\">\n<ul>\n<li>Taguchi by Desirability function<\/li>\n<li>Taguchi by Fuzzy logic<\/li>\n<li>Taguchi by Neural Network<\/li>\n<\/ul>\n<\/td>\n<td valign=\"top\" width=\"438\">\n<ul>\n<li>Taguchi by Hybrid method<\/li>\n<li>Application &amp; comparison<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\" width=\"192\"><strong>Dynamic Multirespon Optimization<\/strong><\/td>\n<td valign=\"top\" width=\"314\">\n<ul>\n<li>Dynamic Multirespon Optimization<\/li>\n<\/ul>\n<\/td>\n<td valign=\"top\" width=\"438\">\n<ul>\n<li>Dynamic Multirespon Optimization window operating<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\" width=\"192\"><strong>Quasi Optimization for Renewal Process<\/strong><\/td>\n<td valign=\"top\" width=\"314\">\n<ul>\n<li>Semi-markov process<\/li>\n<li>Quasi renewal process<\/li>\n<\/ul>\n<\/td>\n<td valign=\"top\" width=\"438\">\n<ul>\n<li>Semi-markov process preventive maintenance<\/li>\n<li>Quasi Renewal process preventive maintenance<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\" width=\"192\"><strong>Copula Function<\/strong><\/td>\n<td colspan=\"2\" valign=\"top\" width=\"752\">\n<ul>\n<li><strong>Developing copula function<\/strong><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\" width=\"192\"><strong>Ruin Theory<\/strong><\/td>\n<td colspan=\"2\" valign=\"top\" width=\"752\">\n<ul>\n<li>Renewal process, diffusion process &amp; semi-markov process<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\" width=\"192\"><strong>Analytical Hierarchy Process (AHP)<\/strong><\/td>\n<td colspan=\"2\" valign=\"top\" width=\"752\">\n<ul>\n<li>Logistic Least square &amp; robust regression<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\" width=\"192\"><strong>Market Mapping Analysis<\/strong><\/td>\n<td colspan=\"2\" valign=\"top\" width=\"752\">\n<ul>\n<li>Market Potensial Research, Marketing Information System, Market Chain &amp; Decission Support System<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\" width=\"192\"><strong>Non-Destructive Evaluation<\/strong><\/td>\n<td valign=\"top\" width=\"314\"><\/td>\n<td valign=\"top\" width=\"438\">\n<ul>\n<li>Crack Signal Signature<\/li>\n<li>Noise Behavior (Spatial &amp; Temporal Structure)<\/li>\n<li>Local Signal Model, Dimension reduction<\/li>\n<li>Robust Fitting &amp; Simple Studentized<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>[\/vc_column_text][vc_empty_space][dot_custom_title position_text=&#8221;center&#8221; font_style=&#8221;AvenirNextLTPro-DemiCn&#8221; title=&#8221;Research Publications&#8221;][\/dot_custom_title][vc_cta h2=&#8221;&#8221; h4=&#8221;Discover and Explore the Latest Research Publications from Laboratory of Business and Industrial Data Analytics.&#8221; txt_align=&#8221;center&#8221; add_button=&#8221;bottom&#8221; btn_title=&#8221;Click here&#8221; btn_color=&#8221;turquoise&#8221; btn_align=&#8221;center&#8221; btn_link=&#8221;url:https%3A%2F%2Fscholar.its.ac.id%2Fen%2Forganisations%2Flaboratory-of-business-and-industrial-statistics%2Fpublications%2F|title:Research%20of%20BIDA%20Laboratory|target:%20_blank|&#8221;]Explore the latest research topics and scientific publications by Laboratory of Business and Industrial Data Analytics, updated in real time through the ITS Publication Portal below.[\/vc_cta][vc_empty_space][dot_custom_title position_text=&#8221;center&#8221; font_style=&#8221;AvenirNextLTPro-DemiCn&#8221; title=&#8221;Community Services&#8221;][\/dot_custom_title][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_video link=&#8221;https:\/\/www.youtube.com\/watch?v=lGyGLyGyUXU&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_gallery interval=&#8221;3&#8243; images=&#8221;18497&#8243; img_size=&#8221;medium&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][\/vc_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[vc_section css=&#8221;.vc_custom_1504163696481{margin-top: 50px !important;}&#8221;][vc_row][vc_column width=&#8221;1\/4&#8243;][dot_custom_title position_text=&#8221;left&#8221; font_style=&#8221;AvenirNextLTPro-DemiCn&#8221; title=&#8221;Laboratories&#8221;][\/dot_custom_title][dot_sidebar_menu select_menu=&#8221;sidebar-laboratorium-en&#8221;][\/vc_column][vc_column width=&#8221;3\/4&#8243;][dot_custom_title position_text=&#8221;center&#8221; font_style=&#8221;AvenirNextLTPro-DemiCn&#8221; title=&#8221;Business and Industrial Data Analytics&#8221;][\/dot_custom_title][vc_column_text] Head of Laboratories:\u00a0 Dr. Muhammad Ahsan, S.Si. &nbsp; Members: Prof. Dr. M. Mashuri, MT. Dr. Wibawati, S.Si., M.Si. Diaz Fitra Aksioma, S.Si., M.Si. Novri Suhermi, S.Si., M.Si. Rahmatin Nur Amalia, S.Stat., M.Si. &nbsp; Vision: Our vision by the [&hellip;]<\/p>\n","protected":false},"author":131,"featured_media":0,"parent":2823,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"templates\/page-its.php","meta":{"_joinchat":[],"footnotes":""},"class_list":["post-2895","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>BUSINESS AND INDUSTRIAL DATA ANALYTICS - Departemen Statistika<\/title>\n<meta name=\"description\" content=\"Pages Departemen Statistika FSAD ITS\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"BUSINESS AND INDUSTRIAL DATA ANALYTICS - Departemen Statistika\" \/>\n<meta property=\"og:description\" content=\"Pages Departemen Statistika FSAD ITS\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/\" \/>\n<meta property=\"og:site_name\" content=\"Departemen Statistika\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-25T01:49:24+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.its.ac.id\/statistika\/wp-content\/uploads\/sites\/43\/2018\/03\/logo-statistika.png\" \/>\n\t<meta property=\"og:image:width\" content=\"4019\" \/>\n\t<meta property=\"og:image:height\" content=\"4189\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@its_statistics\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/\",\"url\":\"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/\",\"name\":\"BUSINESS AND INDUSTRIAL DATA ANALYTICS - Departemen Statistika\",\"isPartOf\":{\"@id\":\"https:\/\/www.its.ac.id\/statistika\/#website\"},\"datePublished\":\"2019-01-26T05:47:00+00:00\",\"dateModified\":\"2026-06-25T01:49:24+00:00\",\"description\":\"Pages Departemen Statistika FSAD ITS\",\"breadcrumb\":{\"@id\":\"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.its.ac.id\/statistika\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Facilites\",\"item\":\"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Laboratories\",\"item\":\"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"BUSINESS AND INDUSTRIAL DATA ANALYTICS\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.its.ac.id\/statistika\/#website\",\"url\":\"https:\/\/www.its.ac.id\/statistika\/\",\"name\":\"Departemen Statistika\",\"description\":\"Department of Statistics ITS\",\"publisher\":{\"@id\":\"https:\/\/www.its.ac.id\/statistika\/#organization\"},\"alternateName\":\"Department of Statistics ITS\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.its.ac.id\/statistika\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.its.ac.id\/statistika\/#organization\",\"name\":\"Departemen Statistika\",\"alternateName\":\"Department of Statistics ITS\",\"url\":\"https:\/\/www.its.ac.id\/statistika\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.its.ac.id\/statistika\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.its.ac.id\/statistika\/wp-content\/uploads\/sites\/43\/2018\/03\/logo-statistika.png\",\"contentUrl\":\"https:\/\/www.its.ac.id\/statistika\/wp-content\/uploads\/sites\/43\/2018\/03\/logo-statistika.png\",\"width\":4019,\"height\":4189,\"caption\":\"Departemen Statistika\"},\"image\":{\"@id\":\"https:\/\/www.its.ac.id\/statistika\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/its_statistics\",\"https:\/\/www.instagram.com\/its_statistics\/\",\"https:\/\/www.youtube.com\/@DepartemenStatistikaITS\",\"https:\/\/www.tiktok.com\/@its_statistics\",\"http:\/\/www.youtube.com\/@DepartemenStatistikaITS\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"BUSINESS AND INDUSTRIAL DATA ANALYTICS - Departemen Statistika","description":"Pages Departemen Statistika FSAD ITS","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/","og_locale":"en_US","og_type":"article","og_title":"BUSINESS AND INDUSTRIAL DATA ANALYTICS - Departemen Statistika","og_description":"Pages Departemen Statistika FSAD ITS","og_url":"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/","og_site_name":"Departemen Statistika","article_modified_time":"2026-06-25T01:49:24+00:00","og_image":[{"width":4019,"height":4189,"url":"https:\/\/www.its.ac.id\/statistika\/wp-content\/uploads\/sites\/43\/2018\/03\/logo-statistika.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_site":"@its_statistics","twitter_misc":{"Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/","url":"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/","name":"BUSINESS AND INDUSTRIAL DATA ANALYTICS - Departemen Statistika","isPartOf":{"@id":"https:\/\/www.its.ac.id\/statistika\/#website"},"datePublished":"2019-01-26T05:47:00+00:00","dateModified":"2026-06-25T01:49:24+00:00","description":"Pages Departemen Statistika FSAD ITS","breadcrumb":{"@id":"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/business-and-industrial-data-analytics\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.its.ac.id\/statistika\/"},{"@type":"ListItem","position":2,"name":"Facilites","item":"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/"},{"@type":"ListItem","position":3,"name":"Laboratories","item":"https:\/\/www.its.ac.id\/statistika\/en\/facilities\/laboratories\/"},{"@type":"ListItem","position":4,"name":"BUSINESS AND INDUSTRIAL DATA ANALYTICS"}]},{"@type":"WebSite","@id":"https:\/\/www.its.ac.id\/statistika\/#website","url":"https:\/\/www.its.ac.id\/statistika\/","name":"Departemen Statistika","description":"Department of Statistics ITS","publisher":{"@id":"https:\/\/www.its.ac.id\/statistika\/#organization"},"alternateName":"Department of Statistics ITS","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.its.ac.id\/statistika\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.its.ac.id\/statistika\/#organization","name":"Departemen Statistika","alternateName":"Department of Statistics ITS","url":"https:\/\/www.its.ac.id\/statistika\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.its.ac.id\/statistika\/#\/schema\/logo\/image\/","url":"https:\/\/www.its.ac.id\/statistika\/wp-content\/uploads\/sites\/43\/2018\/03\/logo-statistika.png","contentUrl":"https:\/\/www.its.ac.id\/statistika\/wp-content\/uploads\/sites\/43\/2018\/03\/logo-statistika.png","width":4019,"height":4189,"caption":"Departemen Statistika"},"image":{"@id":"https:\/\/www.its.ac.id\/statistika\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/its_statistics","https:\/\/www.instagram.com\/its_statistics\/","https:\/\/www.youtube.com\/@DepartemenStatistikaITS","https:\/\/www.tiktok.com\/@its_statistics","http:\/\/www.youtube.com\/@DepartemenStatistikaITS"]}]}},"_links":{"self":[{"href":"https:\/\/www.its.ac.id\/statistika\/wp-json\/wp\/v2\/pages\/2895","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.its.ac.id\/statistika\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.its.ac.id\/statistika\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.its.ac.id\/statistika\/wp-json\/wp\/v2\/users\/131"}],"replies":[{"embeddable":true,"href":"https:\/\/www.its.ac.id\/statistika\/wp-json\/wp\/v2\/comments?post=2895"}],"version-history":[{"count":25,"href":"https:\/\/www.its.ac.id\/statistika\/wp-json\/wp\/v2\/pages\/2895\/revisions"}],"predecessor-version":[{"id":18498,"href":"https:\/\/www.its.ac.id\/statistika\/wp-json\/wp\/v2\/pages\/2895\/revisions\/18498"}],"up":[{"embeddable":true,"href":"https:\/\/www.its.ac.id\/statistika\/wp-json\/wp\/v2\/pages\/2823"}],"wp:attachment":[{"href":"https:\/\/www.its.ac.id\/statistika\/wp-json\/wp\/v2\/media?parent=2895"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}