Life cycle analysis of study projects in “projects cloud” information system

The life cycles of projects implemented by students are studied. The data on the activities on projects are unloaded from the IT-service “Project Cloud”. To study the life cycle of projects, only completed projects were selected, where all tasks were marked as performed. For each project, its life c...

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Bibliographic Details
Main Authors: Kazeeva, M. A., Chepurov, E. G., Medvedeva, M. A., Berg, D. B., Spasov, K. B.
Format: Conference Proceeding
Language:English
Subjects:
Algorithms
Clustering
Life cycle analysis
Life cycles
Schedules
Self organizing maps
Students
Online Access:Get full text
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Summary:The life cycles of projects implemented by students are studied. The data on the activities on projects are unloaded from the IT-service “Project Cloud”. To study the life cycle of projects, only completed projects were selected, where all tasks were marked as performed. For each project, its life cycle was plotted, then these graphs were compared to the standard life cycle schedule, and a generalized graph of the life cycle was constructed. Then, the clustering of projects with the help of the DidactoStudio program was carried out using the k-means algorithm and the Kohonen self-organizing map method. For clustering, we took the following project data: the duration of the project, the number of tasks in the project, the minimum duration of the project tasks, the maximum duration of the project tasks. The results of conducted life cycle analysis made it possible to evaluate the effectiveness of students work on the projects.
ISSN:0094-243X
1551-7616
DOI:10.1063/1.5114208