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SNMPTN provides an entry pathway for new students at State Universities, yet accepted participants represent only about 20% of capacity based on quotas. A decision support system is built to assist policymakers by combining TOPSIS for selection and ROC as weighting across criteria. Results from selection tests show the approach can produce cumulative ranking of alternatives according to their criterion values.",{"@graph":69,"@context":123},[70,84,106],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":40,"@type":76,"position":81},"https://docshare.wps.com/document/research-report/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/the-selection-of-snmptn-applicants-using-the-topsis-and-rank-order-centroid-roc-methods-research-article/232782/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/the-selection-of-snmptn-applicants-using-the-topsis-and-rank-order-centroid-roc-methods-research-article/232782.png","ImageObject",300,407,{"name":92,"@type":93},"Mack Lee","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-10-30","2026-09-10",true,{"@type":102,"interactionType":103,"userInteractionCount":105},"InteractionCounter",{"@type":104},"ViewAction",15,{"@type":107,"mainEntity":108},"FAQPage",[109,115,119],{"name":110,"@type":111,"acceptedAnswer":112},"What problem does the document address in SNMPTN admissions?","Question",{"text":113,"@type":114},"It addresses the need to determine eligible SNMPTN applicants at the verification stage when only around 20% of capacity is accepted based on quotas.","Answer",{"name":116,"@type":111,"acceptedAnswer":117},"Which methods are used in the proposed decision support system?",{"text":118,"@type":114},"The system uses TOPSIS for selection and ROC (rank order centroid) as weighting for each criterion.",{"name":120,"@type":111,"acceptedAnswer":121},"What is the main outcome reported from applying TOPSIS and ROC?",{"text":122,"@type":114},"The selection test results show the method can display cumulative ranking results for each alternative based on the criteria values.","https://schema.org",{"og:url":83,"og:type":125,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":127,"canonical":83},"index,follow",{"doc_id":129,"site_id":62},232782,1789073623,{"code":4,"msg":5,"data":132},{"doc_id":129,"user_id":133,"nickname":92,"user_avatar":134,"doc_module":4,"category_id":39,"category_name":40,"doc_title":65,"doc_description":67,"doc_content":135,"file_id":136,"file_url":137,"file_type":138,"file_size":139,"view_count":105,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":140,"language":141,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":142,"faqs":143,"seo_title":144,"seo_description":67,"update_tm":130,"read_time":145,"preview_page_count":4},1236954509970,"https://us-avatar.wpscdn.com/davatar_6f874abed73319feea01a86fa6f0fab8","Research Article Open Access (CC–BY-SA)  \nThe selection of SNMPTN applicants using the TOPSIS and rank order centroid (ROC) methods  \nMuh. Nurtanzis Sutoyo a,1*; Andi Tenri Sumpala Mangkona a,2  \na Universitas Sembilanbelas November Kolaka, Jl. Pemuda No. 339, Kolaka 93517, Indonesia  \n[1](1 mns.usn21@gmail.com)[ mns.usn21@gmail.com](1 mns.usn21@gmail.com); [2](2 foleta.21@gmail.com)[ foleta.21@gmail.com](2 foleta.21@gmail.com)  \n* Corresponding author  \nArticle history: Received August 04, 2021; Revised November 19, 2021; Accepted November 19, 2021; Available online December 07, 2021  \nAbstract  \nOne of the main functions of higher education is to develop personality abilities and shape the character of a dignified nation's civilization. One of the entry pathways for new student admissions at State Universities is the SNMPTN Path. While the number of participants who are accepted by looking at the quota on the SNMPTN line is only 20 percent of the capacity. Decision Support System as a solution that can assist policymakers in determining a decision. In this study, a decision support system was built using the TOPSIS method for selecting and ROC as a weighting for each criterion. Based on the results of the selection test for SNMPTN participants using the TOPSIS and ROC methods as weighting, it proves that it can display the cumulative ranking results of each alternative based on the criteria values owned.  \nKeywords: SNMPTN Applicants; TOPSIS Method; ROC Method  \nIntroduction  \nEducation is a strong foundation needed to achieve the advancement of the nation in the future. Furthermore, it is also vital to face a global competitive era among the nations around the world. Thus, education has been an essential precondition for facing the competitive global era.  \nAccording to the Law of National Education System Number 20th year 2003 that the function and purpose of education are to educate the life of the nation, aims for the development of potential learners in order to become a human being who believes and are cautious to God Almighty, have a noble character, knowledgeable, capable, creative, independent, physically and mentally healthy, and become a democratic and responsible citizen.  \nThe government is obliged to accommodate the needs of every citizen in obtaining educational services in order to improve the intelligence and quality of the nation's life. This has been mandated in the 1945 Constitution, where the government is responsible for educating the nation's life and creating general welfare. Every Indonesian citizen has the same right to obtain an education without discrimination, both from poor economic and high economic status.  \nHigher Education is the level of education after secondary education of SMK/SMA/MA which includes Diploma Programs, Undergraduate Programs (S1), Masters Programs (S2), Doctoral Programs (S3), Professional Programs and Specialist Programs which are conducted based on culture and norms which is Indonesian norms. The functions of Higher Education as stated in the Law of the Republic of Indonesia Number 12 of 2012 Article 4 are as follows [1]:  \n1. Improving capabilities, shaping character and creating a dignified nation's civilization in order to educate the life of the nation.  \n2. Through Tridharma, Higher Education can develop innovative, responsive, creative, skilled, competitive, and cooperative academic activities.  \n3. Develop Science and Technology while still paying attention to and implementing human values.  \nThere are several admissions paths for prospective students at State Universities, including the SNMPTN (Seleksi Nasional Masuk Perguruan Tinggi Negeri), the SNMPTN, and the Independent Path. In admitting prospective students to each university, the following values must be considered. Those are: credible, fair, transparent, efficient, flexible, and accountable. PTN (Perguruan Tinggi Negeri) as education providers after secondary education SMK/SMA/MA accept prospective student","cbCaincCJXyf1KQx","https://ap.wps.com/l/cbCaincCJXyf1KQx","pdf",834793,13,"English","# Introduction\n## Background on higher education and SNMPTN\n## Admission requirements and selection need\n# Decision Support Systems and methods\n## DSS and MADM overview\n## TOPSIS and ROC approach","[{\"question\":\"What problem does the document address in SNMPTN admissions?\",\"answer\":\"It addresses the need to determine eligible SNMPTN applicants at the verification stage when only around 20% of capacity is accepted based on quotas.\"},{\"question\":\"Which methods are used in the proposed decision support system?\",\"answer\":\"The system uses TOPSIS for selection and ROC (rank order centroid) as weighting for each criterion.\"},{\"question\":\"What is the main outcome reported from applying TOPSIS and ROC?\",\"answer\":\"The selection test results show the method can display cumulative ranking results for each alternative based on the criteria values.\"}]","The selection of SNMPTN applicants using the TOPSIS and rank order centroid (ROC) methods - research article | PDF",33]