Unit:
Speciality Business Administration, Analytics and Information SystemsLibrary of the Faculty of Economics and of the Faculty of Business Administration
Supervisors info:
Λαζάρου Βασίλειος, Επισκέπτης Καθηγητής, Τμήμα Οικονομικών Επιστημών, ΕΚΠΑ
Original Title:
Εξερευνώντας τη σχέση μεταξύ κερδοφορίας και ποιοτικών χαρακτηριστικών των έργων λογισμικού στον ιστό: ανάλυση συσταδοποίησης
Translated title:
Exploring the relationship between profitability and qualitative characterisrics of web development projects: clustering analysis
Summary:
Effort estimation is a critical factor in software development, particularly in web software projects, where customization is prevalent, and data may not be sufficient for prediction models. This study aims to investigate the relationship between project profitability and other qualitative project characteristics. By clustering recently completed web projects of a web development company, the research provides strategic guidance for effective project management and client targeting. The cluster analysis provides valuable information about project quality, relevant not only to the specific company but also to any company in the web software project development field. The findings offer more strategic approaches to increase profitability and can be applied to guide management teams and professionals in project development.
Main subject category:
Technology - Computer science
Keywords:
web-based Project Management, software effort prediction, software project management, effort estimation, cluster analysis
Ρέγκλη_Χριστίνα_Master's_Thesis_Msc_Bisanalytics_2022-23.pdf (2 MB)
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Data_Analysis_Clustering_R_Outcomes.zip
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