Deep Learning in Mining Business Intelligence

Business Intelligence (BI) describes how people, businesses, and organizations get the most out of their data through various methods and procedures. BI technologies and tremendous amounts of data are conducted in a competitive business market for identifying new opportunities with long-term stability. Deep neural networks (DNN), which promise to exceed traditional machine learning models in prediction performance, are transforming the field. During our study, we discovered a paucity of studies on deep learning (DL) in BI. DL techniques may be applied in BI, and this article aims to offer an overview of various techniques. We also tried to identify the challenges of DL to be used in BI. Based on insights, it is essential to conduct suitable data management technology for the structured, semistructured, and unstructured data derived from the market. DL in mining BI can open the issues to extract the most significant value from massive amounts of data, processing power, and algorithms.