{"title":"选修课作业问题:基于收益管理的方法","authors":"Armagan Ozbilge, Aydin Ulucan, Kazim Baris Atici","doi":"10.1080/03155986.2020.1796064","DOIUrl":null,"url":null,"abstract":"Abstract The current paper aims to provide a novel approach for the assignment of students to elective courses using historical records of course capacities and student demand. With this aim, we establish a link between the course assignment problem and the airline seat allocation modeling of Revenue Management. An analogy is set up relying on the assumption that the students form distinct groups and intend to enroll in the elective courses with limited capacities, which is similar to different classes of customers to purchase tickets for the flights with limited capacities. We illustrate the proposed idea in a real-world case utilizing the historical demand and capacity data of a public university in which the senior students have priority in enrolling. The results of the proposed modeling can serve not only for capacity allocations to the courses but also offers suggestions to evaluate the potential capacity augmentation or reduction decisions.","PeriodicalId":13645,"journal":{"name":"Infor","volume":"24 1","pages":"145 - 168"},"PeriodicalIF":1.1000,"publicationDate":"2020-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Elective course assignment problem: a revenue management based approach\",\"authors\":\"Armagan Ozbilge, Aydin Ulucan, Kazim Baris Atici\",\"doi\":\"10.1080/03155986.2020.1796064\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Abstract The current paper aims to provide a novel approach for the assignment of students to elective courses using historical records of course capacities and student demand. With this aim, we establish a link between the course assignment problem and the airline seat allocation modeling of Revenue Management. An analogy is set up relying on the assumption that the students form distinct groups and intend to enroll in the elective courses with limited capacities, which is similar to different classes of customers to purchase tickets for the flights with limited capacities. We illustrate the proposed idea in a real-world case utilizing the historical demand and capacity data of a public university in which the senior students have priority in enrolling. The results of the proposed modeling can serve not only for capacity allocations to the courses but also offers suggestions to evaluate the potential capacity augmentation or reduction decisions.\",\"PeriodicalId\":13645,\"journal\":{\"name\":\"Infor\",\"volume\":\"24 1\",\"pages\":\"145 - 168\"},\"PeriodicalIF\":1.1000,\"publicationDate\":\"2020-07-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Infor\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://doi.org/10.1080/03155986.2020.1796064\",\"RegionNum\":4,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"COMPUTER SCIENCE, INFORMATION SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Infor","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1080/03155986.2020.1796064","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
Elective course assignment problem: a revenue management based approach
Abstract The current paper aims to provide a novel approach for the assignment of students to elective courses using historical records of course capacities and student demand. With this aim, we establish a link between the course assignment problem and the airline seat allocation modeling of Revenue Management. An analogy is set up relying on the assumption that the students form distinct groups and intend to enroll in the elective courses with limited capacities, which is similar to different classes of customers to purchase tickets for the flights with limited capacities. We illustrate the proposed idea in a real-world case utilizing the historical demand and capacity data of a public university in which the senior students have priority in enrolling. The results of the proposed modeling can serve not only for capacity allocations to the courses but also offers suggestions to evaluate the potential capacity augmentation or reduction decisions.
期刊介绍:
INFOR: Information Systems and Operational Research is published and sponsored by the Canadian Operational Research Society. It provides its readers with papers on a powerful combination of subjects: Information Systems and Operational Research. The importance of combining IS and OR in one journal is that both aim to expand quantitative scientific approaches to management. With this integration, the theory, methodology, and practice of OR and IS are thoroughly examined. INFOR is available in print and online.