{"id":1597,"date":"2024-07-25T18:37:12","date_gmt":"2024-07-25T15:37:12","guid":{"rendered":"https:\/\/www.iem.ihu.gr\/?post_type=course&p=1597"},"modified":"2025-05-28T20:10:09","modified_gmt":"2025-05-28T17:10:09","slug":"55-03","status":"publish","type":"course","link":"https:\/\/www.iem.ihu.gr\/en\/courses\/55-03\/","title":{"rendered":"Decision Support Systems"},"author":5,"template":"","meta":{"_acf_changed":false},"semester":[63],"course_type":[59],"class_list":["post-1597","course","type-course","status-publish","hentry","semester--1-2-5","course_type-optional"],"acf":{"code":"55.03","semester":63,"level":"1","teaching_activities":{"activity_1":{"description":"Theory","weekly_hrs":2,"ects":4},"activity_2":{"description":"Exercises","weekly_hrs":1,"ects":""},"activity_3":{"description":"","weekly_hrs":"","ects":""},"activity_4":{"description":"","weekly_hrs":"","ects":""},"activity_5":{"description":"","weekly_hrs":"","ects":""}},"type":59,"language":"\u0395\u03bb\u03bb\u03b7\u03bd\u03b9\u03ba\u03ac","erasmus":"\u038c\u03c7\u03b9","url":"https:\/\/exams-sm.the.ihu.gr\/enrol\/index.php?id=69","prerequisites":"","instructors":[1961],"coordinator":"","content":"Decision Making and Computerized Support\r\nManagement Support Systems\r\nCharacteristics and Capabilities of DSS;\r\nComponents of DSS;\r\nThe Data Management Subsystem;\r\nThe Model Management Subsystem;\r\nThe User Interface (Dialog) Subsystem;\r\nThe Knowledge-Based Management Subsystem;\r\nDSS Hardware; DSS Classifications\r\nDSS Modeling; Static and Dynamic Models;\r\nCertainty, Uncertainty, and Risk; Influence Diagrams;\r\nDSS Modeling with Spreadsheets; Decision Analysis of a Few Alternatives (Decision Tables and Decision Trees);\r\nMathematical Programming Optimization.\r\nBusiness Intelligence: Data Warehousing, Data Acquisition,\r\nData Mining, Business Analytics, and Visualization\r\nIntroduction to DSS Development; The Traditional System Development Life Cycle; Alternative Development Methodologies; Prototyping:\r\nKnowledge Management\r\nArtificial Intelligence and Expert Systems:\r\nKnowledge Acquisition, Representation, and Reasoning","goals":"Students will demonstrate an understanding of decision taking processes; The course is devoted to introduce decision support systems; show their relationship to other computer-based information systems, demonstrate DSS development approaches, and show students how to utilize DSS capacities to support different types of decisions.","skills":"Search, analysis and synthesis of data and information, using corresponding technologies, Adaptation to new situations, Independent work, Teamwork \u2013 distribution of responsibilities.","teaching_methods":"Lectures, Exercises, Online guidance, Projected Presentations, E-mail communication, Online Synchronous and Asynchronous Teaching Platform (moodle).","students_evaluation":"Assessment Language: Greek\r\nPublic Presentations of group projects (30%)\r\nFinal Written Examinations (70%)\r\nEvaluation criteria:\r\nAbility to analyse and design a decision support system. Apply principles data mining, business analytics and visualization. Understand artificial intelligence applications in decision support.","bib_textbooks":"F. Burstein, C. Holsapple, \u2018Handbook on Decision Support Systems 2\u2019, Springer, 2008.\r\nOperations Management, Stevenson, W.J., 12th Edition. McGraw-Hill Education, 2015.\r\nProduction Systems Engineering, J. Li and S.M. Meerkov, Springer, 2009.\r\nEngineering Design Methods: Strategies for Product Design, 4th Edition, N. Cross, Wiley, 2008.","bib_journals":""},"_links":{"self":[{"href":"https:\/\/www.iem.ihu.gr\/en\/wp-json\/wp\/v2\/course\/1597","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.iem.ihu.gr\/en\/wp-json\/wp\/v2\/course"}],"about":[{"href":"https:\/\/www.iem.ihu.gr\/en\/wp-json\/wp\/v2\/types\/course"}],"author":[{"embeddable":true,"href":"https:\/\/www.iem.ihu.gr\/en\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":12,"href":"https:\/\/www.iem.ihu.gr\/en\/wp-json\/wp\/v2\/course\/1597\/revisions"}],"predecessor-version":[{"id":4184,"href":"https:\/\/www.iem.ihu.gr\/en\/wp-json\/wp\/v2\/course\/1597\/revisions\/4184"}],"acf:post":[{"embeddable":true,"href":"https:\/\/www.iem.ihu.gr\/en\/wp-json\/wp\/v2\/staff\/1961"}],"acf:term":[{"embeddable":true,"taxonomy":"course_type","href":"https:\/\/www.iem.ihu.gr\/en\/wp-json\/wp\/v2\/course_type\/59"},{"embeddable":true,"taxonomy":"semester","href":"https:\/\/www.iem.ihu.gr\/en\/wp-json\/wp\/v2\/semester\/63"}],"wp:attachment":[{"href":"https:\/\/www.iem.ihu.gr\/en\/wp-json\/wp\/v2\/media?parent=1597"}],"wp:term":[{"taxonomy":"semester","embeddable":true,"href":"https:\/\/www.iem.ihu.gr\/en\/wp-json\/wp\/v2\/semester?post=1597"},{"taxonomy":"course_type","embeddable":true,"href":"https:\/\/www.iem.ihu.gr\/en\/wp-json\/wp\/v2\/course_type?post=1597"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}