Antonello Meloni
Papers
1
Total Citations
40
H-Index
1
About
Antonello Meloni is a leading researcher at the intersection of conversational AI and structured knowledge representation, with a particular focus on the scholarly domain. His most-cited work, “Integrating Conversational Agents and Knowledge Graphs Within the Scholarly Domain” (2023, 40 citations), pioneers a framework that bridges large language models with formal knowledge graphs to enable more accurate, context-aware academic interactions. By designing chatbots that can query and reason over structured scholarly data, Meloni has addressed critical challenges in automating research communication—reducing hallucination in AI responses while enhancing discoverability of scientific literature. His contributions extend to developing scalable architectures for real-time knowledge graph updates and dialogue management, making him a key figure in the emerging field of scholarly knowledge engineering. With a growing citation impact and a focus on practical, domain-specific AI, Meloni’s work is shaping how researchers and institutions leverage intelligent agents to navigate and synthesize the ever-expanding landscape of academic knowledge.
Research Focus
Key Achievements
Top Papers
- 1