Data-Product Catalogues: Envisioning with Knowledge-aware Natural Language Processing
Yutong Qu, Jian Yu Yang, Wei Emma Zhang, Weitong Chen, Hong Qing Yu · 2024
With the prompt growth of digital data, a newly evolving economy has shown its development trend in today’s data-driven world, which is known as the data economy. Stimulating this data economy and seizing benefits from it remains an open question. This paper delves into feasible breakthroughs prompting this emerging data economy in supplying data catalogue services for data products. Accordingly, the opportunities and potential for the application of natural language processing technology in data catalogues are envisaged, corresponding to challenges posed by various types of data assets. By exploring the state-of-the-art natural language processing fields, this paper introduces the latest advancements in knowledge-aware natural language processing for contributing to data catalogues.