Experimentation growth: Evolving trustworthy A/B testing capabilities in online software companies

Author:

Fabijan Aleksander1ORCID,Dmitriev Pavel2,McFarland Colin3,Vermeer Lukas4,Holmström Olsson Helena1ORCID,Bosch Jan5ORCID

Affiliation:

1. Malmö University; Malmö Sweden

2. Outreach.io; Seattle WA USA

3. Skyscanner; Edinburgh Scotland UK

4. BOOKING.COM; Amsterdam Netherlands

5. Chalmers University; Gothenburg Sweden

Publisher

Wiley

Subject

Software

Reference98 articles.

1. Value-based software engineering: reinventing;Boehm;SIGSOFT Softw Eng Notes,2003

2. Online controlled experiments and A/B tests;Kohavi;Encyclopedia Machine Learn Data Mining,2015

3. Olsson HH Bosch J The HYPEX model: from opinions to data-driven software development 2014

4. Ries E the lean startup: how today's entrepreneurs use continuous innovation to create radically successful businesses 2011

5. Rissanen O Munch J Continuous experimentation in the B2B domain: a case study Proceedings-2nd International Workshop on Rapid Continuous Software Engineering, RCoSE 2015 2015 12 18 https://doi.org/10.1109/RCoSE.2015.10

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3. Characterization of continuous experimentation in software engineering: Expressions, models, and strategies;Science of Computer Programming;2023-07

4. A/B Integrations: 7 Lessons Learned from Enabling A/B testing as a Product Feature;2023 IEEE/ACM 45th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP);2023-05

5. Online Controlled Experiments and A/B Tests;Encyclopedia of Machine Learning and Data Science;2023

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