Фарсеев Александр Игоревич

Фарсеев Александр Игоревич
PhD, философские науки
профессор (квалификационная категория "профессор практики"), факультет информационных технологий и программирования

Педагогический стаж

Общий стаж:
11 лет

Публикации

28
Статья
2023 год

Yang Q., Tzelepis C., Nikolenko S., Patras I., Farseev A. "Just To See You Smile": SMILEY, a Voice-Guided GUY GAN. 16th ACM International Conference on Web Search and Data Mining, WSDM 2023. 2023. pp. 1196–1199.

Статья
2023 год

Huang A., Yang Q., Nikolenko S., Ongpin M., Gossoudarev I., Duong N.Y., Lepikhin K., Vishnyakov S., Chu-Farseeva Y., Farseev A. SoCraft: Advertiser-level Predictive Scoring for Creative Performance on Meta. 16th ACM International Conference on Web Search and Data Mining, WSDM 2023. 2023. pp. 1132-1135.

Статья
2023 год

Yang Q., Nikolenko S., Farseev A. Against Opacity: Explainable AI and Large Language Models for Effective Digital Advertising. MM'23: Proceedings of the 31st ACM International Conference on Multimedia. 2023. pp. 9299-9305.

Статья
2023 год

Farseev A. Under the Hood of Social Media Advertising: How Do We use AI Responsibly for Advertising Targeting and Creative Evaluation. 16th ACM International Conference on Web Search and Data Mining, WSDM 2023. 2023. pp. 1281-1282.

Статья
2022 год

Yang Q., Huang A., Nikolenko S., Farseev A. Personality-Driven Social Multimedia Content Recommendation. MM'22: Proceedings of the 30th ACM International Conference on Multimedia. 2022. pp. 7290–7299.

Статья
2022 год

Yang Q., Farseev A., Nikolenko S., Filchenkov A. Do we behave differently on Twitter and Facebook: Multi-View Social Network User Personality Profiling for Content Recommendation. Frontiers in Big Data. 2022. Vol. 5. pp. 931206.

Статья
2021 год

Farseev A., Yang Q., Filchenkov A., Lepikhin K., Chu-Farseeva Y., Loo D. SoMin.ai: Personality-Driven Content Generation Platform. 14th ACM International Conference on Web Search and Data Mining, WSDM 2021. 2021. pp. 890-893.

Статья
2021 год

Krylov D., Poliakov S., Khanzhina N., Zabashta A., Filchenkov A., Farseev A. Improving Multimodal Data Labeling with Deep Active Learning for Post Classification in Social Networks. MULL 2021 - Proceedings of the 1st Workshop on Multimedia Understanding with Less Labeling, co-located with ACM MM 2021. 2021. pp. 17-25.

Тезисы
2021 год

CROSS-SOURCE MULTI-VIEW LEARNING FOR PERSONALITY PROFILING

Статья
2021 год

Yang Q., Farseev A., Filchenkov A. Two-Faced Humans on Twitter and Facebook: Harvesting Social Multimedia for Human Personality Profiling. ICDAR 2021 - Proceedings of the 2nd Workshop on Intelligent Cross-Data Analysis and Retrieval. 2021. pp. 39-47.

Статья
2020 год

Yang Q., Farseev A., Filchenkov A. I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance. 35th AAAI Conference on Artificial Intelligence, AAAI 2021. 2020. Vol. 34. pp. 13971-13972.

Статья
2020 год

Yang Q., Farseev A., Filchenkov A. Understanding Economic and Health Factors Impacting the Spread of COVID-19 Disease. medRxiv.org [база препринтов]. 2020. pp. submitted.

Статья
2019 год

Samborskii I., Farseev A., Filchenkov A., Chua T. A Whole New Ball Game: Harvesting Game Data for Player Profiling. 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. 2019. pp. 10025-10026.

Статья
2019 год

Samborskii I., Filchenkov A., Korneev G., Farseev A. Person, Organization, or Personage: Towards User Account Type Prediction in Microblogs. Communications in Computer and Information Science. 2019. Vol. 947. pp. 111-122.

Статья
2018 год

Farseev A., Lepikhin K., Schwartz Н., Ang E., Powar K. SoMin.ai: Social Multimedia Influencer Discovery Marketplace. MM 2018 - Proceedings of the 26th ACM Multimedia Conference. 2018. pp. 1234-1236.

Статья
2018 год

Farseev A., Buraya K., Filchenkov A. Multi-View Personality Profiling Based on Longitudinal Data. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2018. Vol. 11018. pp. 15-27.

Статья
2018 год

Farseev A., Chua T. Tweet can be Fit: Integrating Data from Wearable Sensors and Multiple Social Networks for Wellness Profile Learning. ACM Transactions on Information Systems. 2018. Vol. 35. No. 4. pp. 42.

Статья
2017 год

Farseev A.I., Chua T. TweetFit: Fusing Multiple Social Media and Sensor Data for Wellness Profile Learning. 31st AAAI Conference on Artificial Intelligence, AAAI 2017. 2017. pp. 95-101.

Статья
2017 год

Buraya K., Farseev A., Filchenkov A., Chua T. Towards user personality profiling from multiple social networks. 31st AAAI Conference on Artificial Intelligence, AAAI 2017. 2017. pp. 4909-4910.

Статья
2017 год

Nie L., Zhang L., Wang M., Hong R.C., Farseev A.I., Chua T. Learning User Attributes via Mobile Social Multimedia Analytics. ACM Transactions on Intelligent Systems and Technology. 2017. Vol. 8. No. 3. pp. 1-36.

Статья
2017 год

Farseev A., Samborskii I., Filchenkov A., Chua T. Cross-domain recommendation via clustering on multi-layer graphs. SIGIR 2017 Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. 2017. pp. 195-204.

Статья
2017 год

Chowdhury A.K., Farseev A.I., Chakraborty P.R., Tjondronegoro D., Chandran V. Automatic classification of physical exercises from wearable sensors using small dataset from non-laboratory settings. 2017 IEEE Life Sciences Conference, LSC 2017. 2017. pp. 1-4.

Статья
2016 год

Samborskii I., Farseev A., Mohammad A., Chua T. 360° User Profiling: Past, Future, and Applications. ACM SIGWEB Newsletter. 2016. Vol. Summer. pp. 4.

Статья
2016 год

Farseev A., Samborskii I., Chua T. BBridge: A big data platform for social multimedia analytics. MM 2016 - Proceedings of the 24th ACM Multimedia Conference. 2016. pp. 759-761.

Статья
2016 год

Samborskii I., Filchenkov A., Korneev G., Farseev A.I. Person, Organization, or Personage: Towards User Account Type Prediction in Microblogs. Proceedings of First New Zealand Text Mining Workshop (TMNZ 2016). 2016.

Статья
2015 год

Farseev A.I., Kotkov D., Semenov A., Veijalainen J., Chua T. Cross-Social Network Collaborative Recommendation. WebSci 2015 - Proceedings of the 2015 ACM Web Science Conference. 2015. pp. 38.

Статья
2015 год

Farseev A.I., Nie L., Mohammad A., Chua T. Harvesting multiple sources for user profile learning: a Big data study.. ICMR 2015 - Proceedings of the 2015 ACM International Conference on Multimedia Retrieval. 2015. pp. 1-8.

Статья
2014 год

Фарсеев А.И., Жуков Н.Н., Государев И.Б., Заричняк Ю.П. Разработка кросплатформенной рекомендательной системы на основе извлечения данных из социальных сетей. Компьютерные инструменты в образовании. 2014. № 6. С. 28-38.

Повышение квалификации

Курсы повышения квалификации на базе НИУ ИТМО
2018 год
Сопровождение учебного процесса в информационной системе Университета ИТМО

Российская Федерация, Санкт-Петербург