Publications

Peer-Reviewed Conference Papers

Under Review

Martirosyan, V. & Jahani, E. (2024). “Misinformation Sharing Across Platforms and Its Determinants.” Workshop on Information Systems and Economics (WISE), under review.

Martirosyan, V. & Kamdar, R. (2024). “How Verification Alters Cultural Signals in Employer Reviews.” Workshop on Information Technologies and Systems (WITS), under review.

Working Papers & In Preparation

Collaborative Research

Regli, W., Colelough, B., Murali, B., Martirosyan, V., et al. (2025). “Neuro-Symbolic AI in 2025: A systematic review.” Anticipated submission December 2025 to IEEE Transactions on Neural Networks and Learning Systems.

Martirosyan, V. & Prasad, K. “Assessing the Maryland Business Climate and the Impact of Federal Policy Changes.” In preparation.

Independent Research

Martirosyan, V. “Machine Learning in Information Systems: A Benchmarking Framework.” In preparation.

Martirosyan, V. “Knowledge-Graph–Enhanced Truth Proximity Scoring for Detecting Misinformation and Figurative Narratives.” In preparation.

Research Impact & Themes

My research portfolio spans three key domains:

1. Information Systems & Social Computing: Investigating how information spreads across digital platforms and the role of AI in shaping information ecosystems
2. Machine Learning Applications: Developing frameworks for evaluating and implementing ML solutions in information systems contexts
3. Neuro-Symbolic AI: Exploring the intersection of symbolic reasoning and neural networks for enhanced information processing