Knowledge Graphs as a source of trust for LLM-powered enterprise question answering - Leitura de Artigo
J. Sequeda, D. Allemang and B. Jacob, Knowledge Graphs as a source of trust for LLM-powered enterprise question answering, Web Semantics: Science, Services and Agents on the World Wide Web (2025), doi: https://doi.org/10.1016/j.websem.2024.100858. 1. Introduction These question answering systems that enable to chat with your structured data hold tremendous potential for transforming the way self service and data-driven decision making is executed within enterprises. Self service and data-driven decision making in organizations today is largly made through Business Intelligence (BI) and analytics reporting. Data teams gather the original data, integrate the data, build a SQL data warehouse (i.e. star schemas), and create BI dashboards and reports that are then used by business users and analysts to answer specific questions (i.e. metrics, KPIs) and make decisions. The bottleneck of this approach is that business users are only able to answer questions given the views of existing dashboa...