D2K2022

D2K2022, short for Data to Knowledge 2022, is a conference and competition dedicated to advancing data-driven approaches to knowledge creation and management. Conceived as part of the D2K initiative, the event gathers researchers, engineers, and practitioners to exchange methods for turning heterogeneous data into structured, actionable knowledge. The 2022 edition featured a mix of peer-reviewed papers, keynote talks, tutorials, and open demonstrations, with emphasis on reproducibility and practical impact.

Topics typically covered at D2K2022 include data integration and quality, scalable data pipelines, information extraction, knowledge graphs, reasoning and inference, interpretability, evaluation benchmarks, and governance of data-driven knowledge systems. Sessions are organized into tracks that may include research papers, industrial case studies, and live demonstrations, along with poster and demo showcases and optional hands-on tutorials. The proceedings commonly release papers and datasets or tools associated with the event, contributing to community resources.

The event is typically organized by a coalition of universities, research labs, and industry sponsors under the banner of the Data to Knowledge Initiative, with participants from global academia and corporate labs. D2K2022 aims to foster collaboration across AI, natural language processing, semantic technologies, and enterprise analytics, and to advance standards for evaluating data-to-knowledge pipelines. It is part of a broader ecosystem of data science and AI conferences that emphasize practical, reproducible research.