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[vc_row][vc_column][dot_custom_title title=”Visual Paradigm Academic Partner Program”][\/dot_custom_title][vc_raw_html]SW5zdGl0dXQlMjBUZWtub2xvZ2klMjBTZXB1bHVoJTIwTm9wZW1iZXIlMjBpcyUyMGFuJTIwJTNDYSUyMGhyZWYlM0QlMjJodHRwcyUzQSUyRiUyRm9ubGluZS52aXN1YWwtcGFyYWRpZ20uY29tJTJGcGFydG5lciUyRmFjYWRlbWljJTJGJTIyJTIwdGFyZ2V0JTNEJTIyX2JsYW5rJTIyJTNFQWNhZGVtaWMlMjBQYXJ0bmVyJTIwb2YlMjBWaXN1YWwlMjBQYXJhZGlnbSUzQyUyRmElM0UlMkMlMjBhbmQlMjBpcyUyMGdyYW50ZWQlMjB0aGUlMjB1c2UlMjBvZiUyMFZpc3VhbCUyMFBhcmFkaWdtJTI3cyUyMG9ubGluZSUyMCUzQ2ElMjBocmVmJTNEJTIyaHR0cHMlM0ElMkYlMkZvbmxpbmUudmlzdWFsLXBhcmFkaWdtLmNvbSUyRmZlYXR1cmVzJTJGdW1sLXRvb2wlMkYlMjIlMjB0YXJnZXQlM0QlMjJfYmxhbmslMjIlM0VVTUwlMjB0b29sJTNDJTJGYSUzRSUyMGFuZCUyMCUzQ2ElMjBocmVmJTNEJTIyaHR0cHMlM0ElMkYlMkZvbmxpbmUudmlzdWFsLXBhcmFkaWdtLmNvbSUyRmZlYXR1cmVzJTJGYnBtbi10b29sJTJGJTIyJTIwdGFyZ2V0JTNEJTIyX2JsYW5rJTIyJTNFQlBNTiUyMGVkaXRvciUzQyUyRmElM0UlMjBmb3IlMjBlZHVjYXRpb25hbCUyMHVzZS4lMEElM0NiciUzRSUwQUFzJTIwYW4lMjAlM0NhJTIwaHJlZiUzRCUyMmh0dHBzJTNBJTJGJTJGb25saW5lLnZpc3VhbC1wYXJhZGlnbS5jb20lMkZwYXJ0bmVyJTJGYWNhZGVtaWMlMkYlMjIlMjB0YXJnZXQlM0QlMjJfYmxhbmslMjIlM0VBY2FkZW1pYyUyMFBhcnRuZXIlM0MlMkZhJTNFJTIwb2YlMjBWaXN1YWwlMjBQYXJhZGlnbSUyQyUyMEluc3RpdHV0JTIwVGVrbm9sb2dpJTIwU2VwdWx1aCUyME5vcGVtYmVyJTIwaXMlMjBpc3N1ZWQlMjBvbmxpbmUlMjBzb2Z0d2FyZSUyMHRvb2xzJTIwZm9yJTIwZWR1Y2F0aW9uYWwlMjB1c2UlMkMlMjB3aGljaCUyMGNvdmVyJTIwJTNDYSUyMGhyZWYlM0QlMjJodHRwcyUzQSUyRiUyRm9ubGluZS52aXN1YWwtcGFyYWRpZ20uY29tJTJGZmVhdHVyZXMlMkZ1bWwtdG9vbCUyRiUyMiUyMHRhcmdldCUzRCUyMl9ibGFuayUyMiUzRVVNTCUzQyUyRmElM0UlMkMlMjAlM0NhJTIwaHJlZiUzRCUyMmh0dHBzJTNBJTJGJTJGb25saW5lLnZpc3VhbC1wYXJhZGlnbS5jb20lMkZmZWF0dXJlcyUyRmJwbW4tdG9vbCUyRiUyMiUyMHRhcmdldCUzRCUyMl9ibGFuayUyMiUzRUJQTU4lM0MlMkZhJTNFJTJDJTIwJTNDYSUyMGhyZWYlM0QlMjJodHRwcyUzQSUyRiUyRm9ubGluZS52aXN1YWwtcGFyYWRpZ20uY29tJTJGZmVhdHVyZXMlMkZhcmNoaW1hdGUtdG9vbCUyRiUyMiUyMHRhcmdldCUzRCUyMl9ibGFuayUyMiUzRUFyY2hpTWF0ZSUzQyUyRmElM0UlMkMlMjAlM0NhJTIwaHJlZiUzRCUyMmh0dHBzJTNBJTJGJTJGb25saW5lLnZpc3VhbC1wYXJhZGlnbS5jb20lMkZmZWF0dXJlcyUyRmFnaWxlLWRldmVsb3BtZW50LXRvb2wlMkYlMjIlMjB0YXJnZXQlM0QlMjJfYmxhbmslMjIlM0VBZ2lsZSUyMHN0b3J5JTIwbWFwcGluZyUzQyUyRmElM0UlMkMlMjBldGMu[\/vc_raw_html][\/vc_column][\/vc_row][vc_row][vc_column][dot_custom_title title=”others availlable collaboration”][\/dot_custom_title][vc_tta_accordion active_section=”1″][vc_tta_section title=”Data on Information Acquisition and Dissemination” tab_id=”1541056702210-3b095c3d-4b42″][vc_column_text]Data acquisition<\/strong><\/p>\n

The data currently around us is heterogeneous, both in terms of structure (structured and unstructured), location (distributed or centralized), from various sources \/ resources (example: data from websites, text messages \/ SMS, etc.) , and volume (example: massive data or big data).<\/p>\n

Processing Paradigm<\/strong><\/p>\n

Along with the development of data sources and volumes, a variety of technologies have been developed to process the data. Each of these technologies is an implementation of a different paradigm regarding data, and is manifested in innovation in data processing and processing techniques.<\/p>\n

Information Dissemination<\/strong><\/p>\n

The process and method of processing data becomes more valuable information[\/vc_column_text][\/vc_tta_section][vc_tta_section title=”Data Engineering and Business Intelligence” tab_id=”1541056702225-9e502974-c6f7″][vc_column_text]RDIB aims to become a center for research related to the use of data that supports the analysis of businesses and organizations to be transformed into meaningful information and knowledge so that it is useful in decision making. The scientific fields covered include:
\n\u2022 Computerized Decision Support: Decision Support System, System Modeling and Analysis.
\n\u2022 Data Management: Database and Database Management System (DBMS); Extraction, Transformation, and Load (ETL) System; Data Warehouse (DW), real-time DW, and Data Mart.
\n\u2022 Business Analytic: Optimizations; Data \/ Web \/ Text Mining; Web Analytic; Forecasting
\n\u2022 Knowledge Management: Knowledge Management System, Expert Locating System, Ontology.
\n\u2022 Intelligent Systems: Expert System, Artificial Neural Network, Fuzzy Logic, Genetic Algorithm, Intelligent Agent, Automated Decision System.[\/vc_column_text][\/vc_tta_section][vc_tta_section title=”Information System Management” tab_id=”1541056896010-ec5cb58b-abf5″][vc_column_text]The research design contains strategic issues that are the focus of the MSI lab research which are a manifestation of the research roadmap. The strategic issues of the MSI lab research in 2016 – 2025 are divided into:<\/p>\n

IT as a Strategy tool<\/p>\n

E-Government Application (egov)
\nManagement & Change of IT Projects
\nInformation System Development
\nIT Process Maturity
\nIT Service Development<\/p>\n

IT Process Quality Assurance
\nIT Risk Management
\nIT Productivity Paradox, IT Business Value[\/vc_column_text][\/vc_tta_section][vc_tta_section title=”Technology Infrastructure” tab_id=”1541056957914-36039100-ea82″][vc_column_text]the strategic issue which is the basis and focus of the laboratory research on System Infrastructure and Information Technology, Department of Information Systems, Faculty of Information Technology (FTIF) in 2015-2020 is related to research with the following topics:<\/p>\n

Information Technology Infrastructure (Focusing on the Middle Layer Down from the OSI Layer)
\nEnergy
\nMilitary defense<\/p>\n

Transportation and Logistics
\nEfficiency through Monitoring Electricity Consumption
\nIncreasing Utilization of Marine Potential through Technology Development in the Field of Maritime Affairs
\nSoftware Architecture Design: Resilent Information Systems[\/vc_column_text][\/vc_tta_section][vc_tta_section title=”Enterprise System” tab_id=”1541057008944-c64f00c9-a060″][vc_column_text]The scientific fields covered include:<\/p>\n

Enterprise Systems:<\/strong> Customer Relations Management, Supply Chain Management, Corporate Resource Planning
\nBusiness Process Management:<\/strong> Process Mining, Workflow
\nBusiness Process Analysis and Modeling:<\/strong> System Analysis and Modeling, Business Intelligence, Analytical Business, Geographic Information Systems<\/p>\n

Data and Knowledge Management:<\/strong> Data Warehousing, OLAP, Database[\/vc_column_text][\/vc_tta_section][\/vc_tta_accordion][\/vc_column][\/vc_row][vc_row][vc_column][\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"

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Departemen Studi Pembangunan<\/title>\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\/sp\/en\/reseach-and-collaboration\/collaboration\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Collaboration - Departemen Studi Pembangunan\" \/>\n<meta property=\"og:description\" content=\"[vc_row][vc_column][dot_custom_title title=”Visual Paradigm Academic Partner Program”][\/dot_custom_title][vc_raw_html]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[\/vc_raw_html][\/vc_column][\/vc_row][vc_row][vc_column][dot_custom_title title=”others availlable collaboration”][\/dot_custom_title][vc_tta_accordion active_section=”1″][vc_tta_section title=”Data on Information Acquisition and Dissemination” tab_id=”1541056702210-3b095c3d-4b42″][vc_column_text]Data acquisition The data currently around us is heterogeneous, both in terms of structure (structured and unstructured), location (distributed or centralized), from various sources \/ resources (example: data from websites, text messages \/ SMS, etc.) , and volume (example: […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.its.ac.id\/sp\/en\/reseach-and-collaboration\/collaboration\/\" \/>\n<meta property=\"og:site_name\" content=\"Departemen Studi Pembangunan\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.its.ac.id\/sp\/wp-content\/uploads\/sites\/49\/2018\/10\/INV3978-1024x683.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"683\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.its.ac.id\/sp\/en\/reseach-and-collaboration\/collaboration\/\",\"url\":\"https:\/\/www.its.ac.id\/sp\/en\/reseach-and-collaboration\/collaboration\/\",\"name\":\"Collaboration - 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