Igor Zakhlebin

Ph.D. Student

Northwestern University



     

I am a Ph.D. student in Technology and Social Behavior, a joint program in Computer Science and Communications. Under supervision of Ágnes Horvát, I study how social signals collected from crowds of people can be used for evaluation of cultural works. To answer this question, I perform large-scale data analyses and build computational tools to support them. My methods of choice are network analysis, machine learning, and computational modeling.

News

Jul ’18 : Presented a poster at IC2S2 about temporality of citations in science, art, and technology.

Jun ’18 : Together with Yian Yin and Kyosuke Tanaka won a mini-grant from SICSS to research package ecosystems. 🎉

Mar ’18 : Presented a poster at CompleNet about aggregation of centrality indices.

Jan ’18 : Reviewing for IC2S2 and SocInfo this year.

Dec ’17 : Presented our paper about citation networks and success at Complex Networks in beautiful Lyon. 🇫🇷

Projects

New papers

Network signatures of success: Emulating expert and crowd assessment in science, art, and technology
Zakhlebin I. and Horvát E-Á. • Complex Networks 2017
pdf data cite


@incollection{zakhlebin2018network,
  address = {Cham},
  title = {Network Signatures of Success: {{Emulating}} Expert and Crowd Assessment in Science, Art, and Technology},
  volume = {689},
  isbn = {978-3-319-72149-1 978-3-319-72150-7},
  shorttitle = {Network {{Signatures}} of {{Success}}},
  booktitle = {Complex {{Networks}} \& {{Their Applications VI}}},
  publisher = {{Springer International Publishing}},
  author = {Zakhlebin, Igor and Horv\'at, Em{\H o}ke-\'Agnes},
  editor = {Cherifi, Chantal and Cherifi, Hocine and Karsai, M\'arton and Musolesi, Mirco},
  year = {2018},
  pages = {437-449},
  doi = {10.1007/978-3-319-72150-7_36}
}

Junet: a Julia package for network research
Zakhlebin I. • ICWSM 2017
pdf code video cite


@inproceedings{zakhlebin2017junet,
  address = {Montreal, Canada},
  title = {Junet: {{A Julia}} Package for Network Research},
  booktitle = {Proceedings of the {{Eleventh International AAAI Conference}} on {{Web}} and {{Social Media}} ({{ICWSM}} 2017)},
  publisher = {{AAAI}},
  author = {Zakhlebin, Igor},
  month = may,
  year = {2017},
  pages = {731--732}
}

Presentations

IC2S2’18 • Evanston, IL

CompleNet’18 • Boston, MA

Complex Networks’17 • Lyon, France

JuliaCon’17 • Berkeley, CA

© 2018 Igor Zakhlebin   CC BY-NC 4.0