Research Output per year
Research Output per year
Personal profile
Research Interests
Consumer Preferences, Promotion Targeting, Personalization, Data-Driven Product Design.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Marketing, PhD, Massachusetts Institute of Technology
… → 2019
Economics, MA, the New Economic School
… → 2014
Applied Mathematics and Computer Science, Diploma, Lomonosov Moscow State University
… → 2013
Fingerprint
Dive into the research topics where Artem Timoshenko is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Product Aesthetic Design: A Machine Learning Augmentation
Burnap, A., Hauser, J. R. & Timoshenko, A., Nov 1 2023, In: Marketing Science. 42, 6, p. 1029-1056 28 p.Research output: Contribution to journal › Article › peer-review
Open Access27 Scopus citations -
Product Choice with Large Assortments: A Scalable Deep-Learning Model
Gabel, S. & Timoshenko, A., Mar 2022, In: Management Science. 68, 3, p. 1808-1827 20 p.Research output: Contribution to journal › Article › peer-review
23 Scopus citations -
Efficiently evaluating targeting policies: Improving on champion vs. Challenger experiments
Simester, D., Timoshenko, A. & Zoumpoulis, S. I., Aug 2020, In: Management Science. 66, 8, p. 3412-3424 13 p.Research output: Contribution to journal › Article › peer-review
23 Scopus citations -
Is deep learning a game changer for marketing analytics?
Urban, G., Timoshenko, A., Dhillon, P. & Hauser, J. R., 2020, In: MIT Sloan Management Review. 61, 2, p. 70-76 7 p.Research output: Contribution to journal › Article › peer-review
15 Scopus citations -
Soul and machine (learning)
Proserpio, D., Hauser, J. R., Liu, X., Amano, T., Burnap, A., Guo, T., Lee, D., Lewis, R., Misra, K., Schwarz, E., Timoshenko, A., Xu, L. & Yoganarasimhan, H., Dec 2020, In: Marketing Letters. 31, 4, p. 393-404 12 p.Research output: Contribution to journal › Article › peer-review
17 Scopus citations