Zoe Kotti

I’m a Data Scientist with extensive experience in AI applications in software engineering and recommender systems. I was previously a Research Engineer at Delivery Hero working on machine-learning-based recommender systems and their performance analytics.

I’m also a PhD Candidate and Associate Researcher at the Business Analytics Laboratory, established at the Department of Management Science and Technology, Athens University of Economics and Business, Greece. My doctorate has been granted a scholarship award from the Hellenic Foundation for Research and Innovation.

My research interests include machine learning, recommender systems, and software engineering.

Selected publications

arXiv ’24

Improving Sequential Recommendations with LLMs

Artun Boz, Wouter Zorgdrager, Zoe Kotti, Jesse Harte, Panos Louridas, Dietmar Jannach, and Marios Fragkoulis

arXiv, Feb 2024

Bib PDF

@article{BZKH24,
  title = {Improving Sequential Recommendations with LLMs},
  author = {Boz, Artun and Zorgdrager, Wouter and Kotti, Zoe and Harte, Jesse and Louridas, Panos and Jannach, Dietmar and Fragkoulis, Marios},
  journal = {arXiv},
  year = {2024},
  month = feb,
  eprint = {2402.01339},
  archiveprefix = {arXiv},
  primaryclass = {cs.IR},
}

TSE ’23

Impact of Software Engineering Research in Practice: A Patent and Author Survey Analysis

Zoe Kotti, Georgios Gousios, and Diomidis Spinellis

IEEE Transactions on Software Engineering, Apr 2023

Bib PDF

@article{KGS23,
  author = {Kotti, Zoe and Gousios, Georgios and Spinellis, Diomidis},
  title = {Impact of Software Engineering Research in Practice: {A} Patent and Author Survey Analysis},
  journal = {IEEE Transactions on Software Engineering},
  issn = {0098-5589},
  doi = {10.1109/TSE.2022.320821},
  month = apr,
  year = {2023},
  volume = {49},
  number = {4},
  pages = {2020--2038},
  publisher = {IEEE},
}

CSUR ’23

Machine Learning for Software Engineering: A Tertiary Study

Zoe Kotti, Rafaila Galanopoulou, and Diomidis Spinellis

ACM Computing Surveys, Mar 2023

Bib PDF

@article{KGS23b,
  author = {Kotti, Zoe and Galanopoulou, Rafaila and Spinellis, Diomidis},
  title = {Machine Learning for Software Engineering: {A} Tertiary Study},
  journal = {ACM Computing Surveys},
  issn = {0360-0300},
  doi = {10.1145/3572905},
  month = mar,
  year = {2023},
  volume = {55},
  number = {12},
  pages = {1--39},
  articleno = {256},
  numpages = {39},
  publisher = {ACM},
}