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- W2185999034 abstract "This work is part of a project that aims to develop an analytics based architecture and methodologies to support the design and implementation of collaborative timetabling systems in higher education. As part of the larger project, this contribution will report on methodologies and algorithms that are being developed to enable the exhaustive identification of combinations of courses that students take from the offered class schedule and combinations of interest that are frequently not possible due to schedule conflicts. This article discusses the architectural components that identify the course offerings that limit the enrollment options for students based on data on schedules and enrollments from recent previous terms. An aspect that has not been considered in detail in the higher education timetabling literature, relates to the inefficiencies embedded in the constraints that are specified and passed to optimization algorithms. A common approach to timetabling in higher education is to take the requirements and constrains as a given, and then to use optimization algorithms to search for optimal solutions that meet those requirements and constraints. The problem is that optimization algorithms are neither designed nor intended to identify and solve inefficiencies embedded in constraints passed to them. With the previous ideas in mind, the goal of this work is to help scheduling authorities gain a better understanding of enrollment patterns, identify the schedule offerings that frequently limit the enrollment options for students, and determine the sections that need to be offered that are free of schedule conflicts. The ideas proposed in this work do not require a detailed knowledge about the programs offered at the institution and provide information on courses that are good candidates for section offerings that should be free of schedule conflicts. This information would be intended to help scheduling authorities to produce" @default.
- W2185999034 created "2016-06-24" @default.
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- W2185999034 date "2014-01-01" @default.
- W2185999034 modified "2023-09-27" @default.
- W2185999034 title "Timetabling in Higher Education: Considering the Combinations of Classes Taken by Students" @default.
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