Exploring the relationship between profitability and qualitative characterisrics of web development projects: clustering analysis

Postgraduate Thesis uoadl:3362618 56 Read counter

Unit:
Speciality Business Administration, Analytics and Information Systems
Library of the Faculty of Economics and of the Faculty of Business Administration
Deposit date:
2023-10-25
Year:
2023
Author:
Regkli Christina
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
Languages:
Greek
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
Index:
No
Number of index pages:
0
Contains images:
Yes
Number of references:
22
Number of pages:
110
Ρέγκλη_Χριστίνα_Master's_Thesis_Msc_Bisanalytics_2022-23.pdf (2 MB) Open in new window

 


Data_Analysis_Clustering_R_Outcomes.zip
2 MB
File access is restricted.