Aleksandr Farseev

34 papers A* 11A 4B 1Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Against Opacity: Explainable AI and Large Language Models for Effective Digital Advertising.
CoRR
Qi Yang, Marlo Ongpin, Sergey I. Nikolenko, Alfred Huang, Aleksandr Farseev
2025 J jnl
Fusing Predictive and Large Language Models for Actionable Recommendations in Creative Marketing.
ACM Trans. Inf. Syst.
Qi Yang, Aleksandr Farseev, Marlo Ongpin, Alfred Huang, Yu-Yi Chu-Farseeva, Da-Min You, Kirill Lepikhin, Sergey I. Nikolenko
2025 A* conf
MindFuse: Towards GenAI Explainability in Marketing Strategy Co-Creation.
ACM Multimedia
Aleksandr Farseev, Marlo Ongpin, Qi Yang, Ilia Gossoudarev, Yu-Yi Chu-Farseeva, Sergey I. Nikolenko
2025 J jnl
MindFuse: Towards GenAI Explainability in Marketing Strategy Co-Creation.
CoRR
Aleksandr Farseev, Marlo Ongpin, Qi Yang, Ilia Gossoudarev, Yu-Yi Chu-Farseeva, Sergey I. Nikolenko
2025 — conf
SOEX: Explainable AI for Competitor Communications Analytics.
WWW (Companion Volume)
Aleksandr Farseev, Sergey I. Nikolenko, Qi Yang, Kirill Lepikhin, Da-Min You, Yu-Yi Chu-Farseeva, Ilia Gossoudarev, Marlo Ongpin
2025 A* conf
SOMIN: An Explainable AI and LLM Platform for Real-Time, Data-Driven Digital Marketing Strategy.
ACM Multimedia
Aleksandr Farseev
2025 A* conf
Will AI Make Agencies Obsolete? Rethinking the Future of Advertising.
ACM Multimedia
Aleksandr Farseev
2024 J jnl
SOMONITOR: Explainable Marketing Data Processing and Analysis with Large Language Models.
CoRR
Qi Yang, Sergey I. Nikolenko, Marlo Ongpin, Ilia Gossoudarev, Yu-Yi Chu-Farseeva, Aleksandr Farseev
2023 A conf
"Just To See You Smile": SMILEY, a Voice-Guided GUY GAN.
WSDM
Qi Yang, Christos Tzelepis, Sergey I. Nikolenko, Ioannis Patras, Aleksandr Farseev
2023 A* conf
Against Opacity: Explainable AI and Large Language Models for Effective Digital Advertising.
ACM Multimedia
Qi Yang, Marlo Ongpin, Sergey I. Nikolenko, Alfred Huang, Aleksandr Farseev
2023 A conf
SoCraft: Advertiser-level Predictive Scoring for Creative Performance on Meta.
WSDM
Alfred Huang, Qi Yang, Sergey I. Nikolenko, Marlo Ongpin, Ilia Gossoudarev, Ngoc Yen Duong, Kirill Lepikhin, Sergey Vishnyakov, Yu-Yi Chu-Farseeva, Aleksandr Farseev
2023 A conf
Under the Hood of Social Media Advertising: How Do We use AI Responsibly for Advertising Targeting and Creative Evaluation.
WSDM
Aleksandr Farseev
2022 J jnl
Do we behave differently on Twitter and Facebook: Multi-view social network user personality profiling for content recommendation.
Frontiers Big Data
Qi Yang, Aleksandr Farseev, Sergey I. Nikolenko, Andrey Filchenkov
2022 A* conf
Personality-Driven Social Multimedia Content Recommendation.
ACM Multimedia
Qi Yang, Sergey I. Nikolenko, Alfred Huang, Aleksandr Farseev
2022 J jnl
Personality-Driven Social Multimedia Content Recommendation.
CoRR
Qi Yang, Sergey I. Nikolenko, Alfred Huang, Aleksandr Farseev
2021 — conf
Improving Multimodal Data Labeling with Deep Active Learning for Post Classification in Social Networks.
MULL @ ACM Multimedia
Dmitry Krylov, Semen Poliakov, Natalia Khanzhina, Alexey Zabashta, Andrey Filchenkov, Aleksandr Farseev
2021 A conf
SoMin.ai: Personality-Driven Content Generation Platform.
WSDM
Aleksandr Farseev, Qi Yang, Andrey Filchenkov, Kirill Lepikhin, Yu-Yi Chu-Farseeva, Daron-Benjamin Loo
2021 — conf
Two-Faced Humans on Twitter and Facebook: Harvesting Social Multimedia for Human Personality Profiling.
ICDAR@ICMR
Qi Yang, Aleksandr Farseev, Andrey Filchenkov
2021 J jnl
Two-Faced Humans on Twitter and Facebook: Harvesting Social Multimedia for Human Personality Profiling.
CoRR
Qi Yang, Aleksandr Farseev, Andrey Filchenkov
2020 J jnl
I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance.
CoRR
Qi Yang, Aleksandr Farseev, Andrey Filchenkov
2020 J jnl
SoMin.ai: Personality-Driven Content Generation Platform.
CoRR
Aleksandr Farseev, Qi Yang, Andrey Filchenkov, Kirill Lepikhin, Yu-Yi Chu-Farseeva, Daron-Benjamin Loo
2019 A* conf
A Whole New Ball Game: Harvesting Game Data for Player Profiling.
AAAI
Ivan Samborskii, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua
2018 — conf
Multi-view Personality Profiling Based on Longitudinal Data.
CLEF
Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov
2018 — conf
Person, Organization, or Personage: Towards User Account Type Prediction in Microblogs.
EGOSE
Ivan Samborskii, Andrey Filchenkov, Georgiy Korneev, Aleksandr Farseev
2018 A* conf
SoMin.ai: Social Multimedia Influencer Discovery Marketplace.
ACM Multimedia
Aleksandr Farseev, Kirill Lepikhin, Hendrik Schwartz, Eu Khoon Ang, Kenny Powar
2017 A* conf
Cross-Domain Recommendation via Clustering on Multi-Layer Graphs.
SIGIR
Aleksandr Farseev, Ivan Samborskii, Andrey Filchenkov, Tat-Seng Chua
2017 J jnl
Learning User Attributes via Mobile Social Multimedia Analytics.
ACM Trans. Intell. Syst. Technol.
Liqiang Nie, Luming Zhang, Meng Wang, Richang Hong, Aleksandr Farseev, Tat-Seng Chua
2017 A* conf
Towards User Personality Profiling from Multiple Social Networks.
AAAI
Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua
2017 J jnl
Tweet Can Be Fit: Integrating Data from Wearable Sensors and Multiple Social Networks for Wellness Profile Learning.
ACM Trans. Inf. Syst.
Aleksandr Farseev, Tat-Seng Chua
2017 A* conf
TweetFit: Fusing Multiple Social Media and Sensor Data for Wellness Profile Learning.
AAAI
Aleksandr Farseev, Tat-Seng Chua
2016 J jnl
"360° user profiling: past, future, and applications" by Aleksandr Farseev, Mohammad Akbari, Ivan Samborskii and Tat-Seng Chua with Martin Vesely as coordinator.
SIGWEB Newsl.
Aleksandr Farseev, Mohammad Akbari, Ivan Samborskii, Tat-Seng Chua
2016 A* conf
bBridge: A Big Data Platform for Social Multimedia Analytics.
ACM Multimedia
Aleksandr Farseev, Ivan Samborskii, Tat-Seng Chua
2015 — conf
Cross-Social Network Collaborative Recommendation.
WebSci
Aleksandr Farseev, Denis Kotkov, Alexander Semenov, Jari Veijalainen, Tat-Seng Chua
2015 B conf
Harvesting Multiple Sources for User Profile Learning: a Big Data Study.
ICMR
Aleksandr Farseev, Liqiang Nie, Mohammad Akbari, Tat-Seng Chua