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Authors: Jonas Helming ; Holger Arndt ; Zardosht Hodaie ; Maximilian Koegel and Nitesh Narayan

Affiliation: Technische Universität München, Germany

ISBN: 978-989-8425-21-8

Keyword(s): Machine Learning, Task Assignment, Bug Report, UNICASE, Unified Model, UJP.

Related Ontology Subjects/Areas/Topics: Agile Methodologies ; Cross-Feeding between Data and Software Engineering ; Model-Driven Engineering ; Service-Oriented Software Engineering and Management ; Software Engineering ; Software Engineering Methods and Techniques ; Software Process Improvement ; Software Project Management

Abstract: Many software development projects maintain repositories managing work items such as bug reports or tasks. In open-source projects, these repositories are accessible for end-users or clients, allowing them to enter new work items. These artifacts have to be further triaged. The most important step is the initial assignment of a work item to a responsible developer. As a consequence, a number of approaches exist to semi-automatically assign bug reports, e.g. using methods from machine learning. We compare different approaches to assign new work items to developers mining textual content as well as structural information. Furthermore we propose a novel model-based approach, which also considers relations from work items to the system specification for the assignment. The approaches are applied to different types of work items, including bug reports and tasks. To evaluate our approaches we mine the model repository of three different projects. We also included history data to determine how well they work in different states. (More)

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Paper citation in several formats:
Helming J.; Arndt H.; Hodaie Z.; Koegel M.; Narayan N. and (2010). SEMI-AUTOMATIC ASSIGNMENT OF WORK ITEMS.In Proceedings of the Fifth International Conference on Evaluation of Novel Approaches to Software Engineering - Volume 1: ENASE, ISBN 978-989-8425-21-8, pages 149-158. DOI: 10.5220/0003000901490158

@conference{enase10,
author={Jonas Helming and Holger Arndt and Zardosht Hodaie and Maximilian Koegel and Nitesh Narayan},
title={SEMI-AUTOMATIC ASSIGNMENT OF WORK ITEMS},
booktitle={Proceedings of the Fifth International Conference on Evaluation of Novel Approaches to Software Engineering - Volume 1: ENASE,},
year={2010},
pages={149-158},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003000901490158},
isbn={978-989-8425-21-8},
}

TY - CONF

JO - Proceedings of the Fifth International Conference on Evaluation of Novel Approaches to Software Engineering - Volume 1: ENASE,
TI - SEMI-AUTOMATIC ASSIGNMENT OF WORK ITEMS
SN - 978-989-8425-21-8
AU - Helming, J.
AU - Arndt, H.
AU - Hodaie, Z.
AU - Koegel, M.
AU - Narayan, N.
PY - 2010
SP - 149
EP - 158
DO - 10.5220/0003000901490158

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