Profile
Gui Liberali is the full Professor of Digital Marketing at Rotterdam School of Management (RSM) of the Erasmus University. He holds a doctorate in marketing and a B.Sc. in computer science. His work has appeared on Marketing Science, Management Science, International Journal of Marketing Research, Sloan Management Review, and European Journal of Operational Research. His research interests include optimal learning, multi-armed bandits, digital experimentation, morphing theory and applications (e.g., website morphing, ad morphing), dynamic programming, machine learning, and product line optimization. Personal webpage: *www.guiliberali.org* For more details on professional experience, education, and latest news please visit my linkedin page at www.linkedin.com/in/gui-liberali/
Publications
Article (14)
Academic (13)
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Liberali, G., Boersma, E., Lingsma, H., Brugts, J., Dippel, D., & Hauser, J. R. (Accepted/In press). Real-time Adaptive Randomization of Clinical Trials. Journal of Clinical Epidemiology, 178, Article 111612. https://doi.org/10.1016/j.jclinepi.2024.111612
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Giesecke , K., Liberali, G., Nazerzadeh , H., Shanthikumar , J. G., & Teo, CP. (2022). Introduction to the Special Section on Data-Driven Prescriptive Analytics. Management Science, 68(3), 1591-1594. https://doi.org/10.1287/mnsc.2021.4296
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Liberali, G., & Ferecatu, A. (2022). Morphing for Consumer Dynamics: Bandits Meet Hidden Markov Models. Marketing Science, 41(4), 341-366. https://doi.org/10.1287/mksc.2021.1346
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Giesecke, K., Liberali, G., Nazerzadeh, H., Shanthikumar, G., & Teo, CP. (2018). Special Issue on Data-Driven Prescriptive Analytics. Management Science, 64(6), 2972-2972. https://doi.org/10.1287/mnsc.2018.3120
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Liberali, G., Muller, E., Rust, RT., & Stremersch, S. (2015). Introduction to the IJRM Special Issue on Marketing and Innovation. International Journal of Research in Marketing, 32(3), 235-237. https://doi.org/10.1016/j.ijresmar.2015.08.001
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Urban, G., Liberali, G., Bordley, R., Macdonald, E., & Hauser, J. (2014). Morphing Banner Advertising. Marketing Science, 33(1), 27-46. https://doi.org/10.1287/mksc.2013.0803
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Hauser, J., Liberali, G., & Urban, G. (2014). Website Morphing 2.0: Technical and Implementation Advances and a Field Experiment. Management Science, 60(6), 1594-1616. https://doi.org/10.1287/mnsc.2014.1961
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Liberali, G., Urban, G., & Hauser, J. (2012). Competitive Information, Trust, Brand Consideration and Sales: Two Field Experiments. International Journal of Research in Marketing, 30(2), 101-113. Article 1. https://doi.org/10.1016/j.ijresmar.2012.07.002
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Liberali, G., Gruca, T., & Nique, W. (2011). Effects of Sensitization and Habituation in Durable Goods Markets. European Journal of Operational Research, 212(2), 398-410. https://doi.org/10.1016/j.ejor.2011.01.038
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Liberali, G. (2011). Comments on Product Line Design Optimization. International Journal of Research in Marketing, 28(1), 28-29. https://doi.org/10.1016/j.ijresmar.2011.01.002
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Hauser, J., Urban, G., Liberali, G., & Braun, M. (2009). Website Morphing. Marketing Science, 28(2), 202-223. https://doi.org/10.1287/mksc.1080.0459
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Hauser, J., Urban, G., Liberali, G., & Braun, M. (2009). Rejoinder Response to Comments on "Website Morphing". Marketing Science, 28(2), 227-228. https://doi.org/10.1287/mksc.1080.0485
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Urban, G., Hauser, J., Liberali, G., Braun, M., & Sultan, F. (2009). Morphing the Web - Building Empathy, Trust, and Sales. MIT Sloan Management Review, 50(4), 53-61.
Professional (1)
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Liberali, G. (2014). Morphing advertising to improve online campaign success. RSM Discovery - Management Knowledge, 20(4), 12-14. http://hdl.handle.net/1765/77381
Chapter (1)
Professional (1)
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Liberali, G. B., Hauser, J. R., & Urban, G. L. (2017). Morphing theory and applications. In International Series in Operations Research and Management Science (pp. 531-562). Springer New York. https://doi.org/10.1007/978-3-319-56941-3_18
Comment/Letter to the editor (1)
Popular (1)
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Urban, G. L., Hauser, J. R., Liberali, G., Braun, M., & Sultan, F. (2009). Morph the Web to build empathy, trust and sales. MIT Sloan Management Review, 50(4), 53-61.
Inaugural speech (1)
Popular (1)
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Liberali, G. (2018). Learning with a purpose: the balancing acts of machine learning and individuals in the digital society. Erasmus Research Institute of Management (ERIM). ERIM Inaugural Address Series Research in Management http://hdl.handle.net/1765/107428
Activities
Additional positions (2)
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RSM BVStart date approval: 25 Jan 2024End date approval: 24 Jan 2027Place: ROTTERDAMDescription: MBA
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Hyper Morphing TechnologiesStart date approval: 19 Mar 2024End date approval: 18 Mar 2027Place: ROTTERDAMDescription: N/A
Additional activities (2)
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Management Science (Journal)Gui Liberali (Editor)01 Apr 2018
Activity: Editorial work (Academic)
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International Journal of Research in Marketing (Journal)Gui Liberali (Editor)24 Feb 2014
Activity: Editorial work (Academic)
Courses
Learning from big data
- Study year: 2024/2025, 2023/2024, 2022/2023, 2021/2022
- Code: B3MIN1039
- Level: Bachelor, Bachelor 3, Bachelor 3
Reinforcement Learning
- Study year: 2024/2025
- Code: TIC10204
- Level: Master
Reinforcement Learning
- Study year: 2024/2025
- Code: TIF20204
- Level: Master
Past courses
Current Topics in Marketing Research
- Study year: 2023/2024, 2020/2021, 2019/2020
- Code: BERMASC040
- ECTS: 5 Level: PhD
Reinforcement Learning
- Study year: 2023/2024, 2022/2023
- Code: EBDS22218
- Level: Master
IM Research clinic
- Study year: 2022/2023
- Code: BM-IM-RC
- Level: Master
Using Business Analytics and Machine Learning for New Products
- Study year: 2021/2022, 2020/2021, 2019/2020, 2018/2019, 2017/2018, 2016/2017, 2015/2016
- Code: BM-IM04CC
- Level: Master
BDS-Thesis
- Study year: 2020/2021
- Code: EBDS-THESIS
Innovation Management
- Study year: 2020/2021
- Code: BM-IM09CC
- ECTS: 8 Level: Master
Learning from big data
- Study year: 2020/2021, 2019/2020, 2018/2019, 2017/2018, 2016/2017, 2015/2016
- Code: BKBMIN039
- Level: Bachelor, Bachelor 3, Bachelor 3
Unsupervised Machine Learning & Reinforcement Learning
- Study year: 2020/2021
- Code: EBDS20103
- Level: Master
Unsupervised Machine Learning & Reinforcement Learning
- Study year: 2020/2021
- Code: EBDS20103-F
- Level: Master
Advanced Marketing Decision Models
- Study year: 2019/2020
- Code: BERMASC044
- ECTS: 4 Level: Master
Advanced Mathematics
- Study year: 2019/2020
- Code: TI1821
- ECTS: 4 Level: Master
IM Research clinic
- Study year: 2019/2020, 2018/2019
- Code: BM-IMRC
- Level: Master
Unsupervised & Reinforcement Machine Learning
- Study year: 2019/2020
- Code: TI192
- ECTS: 3 Level: Master
Unsupervised Machine Learning & Reinforcement Learning
- Study year: 2019/2020
- Code: TI199
- ECTS: 4 Level: Master
Advanced Marketing Decision Models
- Study year: 2016/2017
- Code: BERMASC041
- ECTS: 7 Level: Master
Featured in the media
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Nieuwe hoogleraar digital marketing
Gui Liberali hasbeen appointed as a professor of digital marketing with an inaugural speech entitled 'Learning with a purpose: The balancing acts of machine learning and individuals in the digital society'. …
Saturday, 30 June 2018