Andy Skumanich

According to our database, Andy Skumanich authored at least 12 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Fine-Tuning or In-Context Learning? Understanding Their Trade-offs in Misinformation Detection.

Han Kyul Kim, Shriniwas Nayak, Andy Skumanich

Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, 2026

2025

Imminent Dangers of Misinformation in Social Media Generated from Unmoderated LLMs.

Han Kyul Kim, Andy Skumanich

Proceedings of the IEEE International Conference on Data Mining, 2025

Whose Line is it Anyway? Linguistic Attribution of Misinformation from Mainstream and Fringe LLMs.

Han Kyul Kim, Ankur Garg, Hansea Kim, Eunjeong Joo, Andy Skumanich

Proceedings of the IEEE International Conference on Big Data, 2025

Toward a Capture-Track-Respond Framework: A Survey of Data-Driven Methods for Countering LLM-Generated Misinformation.

Han Kyul Kim, Andy Skumanich

Proceedings of the 2025 AAAI Spring Symposium Series, 2025

2024

Modes of Analyzing Disinformation Narratives With AI/ML/Text Mining to Assist in Mitigating the Weaponization of Social Media.

Andy Skumanich, Han Kyul Kim

CoRR, 2024

Time Series Analysis of Key Societal Events as Reflected in Complex Social Media Data Streams.

Andy Skumanich, Han Kyul Kim

CoRR, 2024

Methods for Addressing the Societal Challenges of Malicious Narratives in Social Media Using AI/ML Analysis: a Case Study of Hate Speech.

Andy Skumanich, Han Kyul Kim

Proceedings of the IEEE International Conference on Big Data, 2024

Active Learning for Practical Misinformation Classification in Social Media: a Case Study on COVID-19.

Han Kyul Kim, Andy Skumanich

Proceedings of the IEEE International Conference on Big Data, 2024

Modes of Tracking Mal-Info in Social Media with AI/ML Tools to Help Mitigate Harmful GenAI for Improved Societal Well Being.

Andy Skumanich, Han Kyul Kim

Proceedings of the AAAI 2024 Spring Symposium Series, 2024

2023

Addressing socially destructive disinformation on the web with advanced AI tools: Russia as a case study.

Florian Barbaro, Andy Skumanich

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Leveraging Social Media Analysis for Effective Water Management.

Khalid K. Osman, Florian Barbaro, Andy Skumanich

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2023

On the Importance to Study Fringe Social Networks and Their Impending Use of GenAI to Promote Mal-Info: Gab as a Case Study.

Florian Barbaro, Andy Skumanich

Proceedings of the 3rd Workshop on Adverse Impacts and Collateral Effects of Artificial Intelligence Technologies (AiOfAi 2023) co-located with 32nd International Conference on Artificial Intelligence (IJCAI 2023), 2023