| 45350 |
Creator |
9ac1d268bb57f50a76301a873fb56d23 |
| 45350 |
Creator |
ext-a11a6cec25abc0ef89c9e10dd9e88978 |
| 45350 |
Creator |
ext-ab4905c06b7b2c0a100853089baa7143 |
| 45350 |
Creator |
ext-bab8ce54fcc49b0dd115e68787370764 |
| 45350 |
Creator |
ext-e88a99a078712b226da1bdc888d8e372 |
| 45350 |
Date |
2014 |
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Is Part Of |
repository |
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abstract |
One way to implement and evaluate the effectiveness of recommendation systems for
software engineering is to conduct field studies. Field studies are important as they
are the extension of the laboratory experiments into real life situations of organizations
and/or society. They bring greater realism to the phenomenon that is under study.
However, field studies require following a rigorous research approach with many challenges
attached, such as difficulties in implementing the research design, achieving sufficient
control, replication, validity and reliability. In practice, another challenge is
to find organizations who are prepared to be experimented on. In this chapter, we
provide details regarding step-by-step process in the construction and deployment
of recommendation systems for software engineering in the field. We also emphasize
three main challenges (organizational, data, design) encountered during field studies
in both general and specific to software organizations. |
| 45350 |
authorList |
authors |
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editorList |
editors |
| 45350 |
status |
peerReviewed |
| 45350 |
uri |
http://data.open.ac.uk/oro/document/404640 |
| 45350 |
uri |
http://data.open.ac.uk/oro/document/404649 |
| 45350 |
uri |
http://data.open.ac.uk/oro/document/404651 |
| 45350 |
uri |
http://data.open.ac.uk/oro/document/404652 |
| 45350 |
uri |
http://data.open.ac.uk/oro/document/404653 |
| 45350 |
uri |
http://data.open.ac.uk/oro/document/404654 |
| 45350 |
uri |
http://data.open.ac.uk/oro/document/410694 |
| 45350 |
type |
Article |
| 45350 |
type |
BookSection |
| 45350 |
label |
Tosun-Misirli, Ayşe; Bener, Ayşe; Çağlayan, Bora; Çalikli, Gül and Turhan, Burak
(2014). Part II. Evaluation: Field Studies. In: Robillard, Martin P.; Maalej, Walid;
Walker, Robert J. and Zimmerman, Thomas eds. Recommendation Systems in Software
Engineering. Springer, pp. 329–355. |
| 45350 |
label |
Tosun-Misirli, Ayşe; Bener, Ayşe; Çağlayan, Bora; Çalikli, Gül and Turhan, Burak
(2014). Part II. Evaluation: Field Studies. In: Robillard, Martin P.; Maalej, Walid;
Walker, Robert J. and Zimmerman, Thomas eds. Recommendation Systems in Software
Engineering. Springer, pp. 329–355. |
| 45350 |
Publisher |
ext-1c5ddec173ca8cdfba8b274309638579 |
| 45350 |
Title |
Part II. Evaluation: Field Studies |
| 45350 |
in dataset |
oro |