APPLICATION OF DATA MINING AS AN INNOVATION TOOL FOR STRATEGIC SALES DECISIONS IN A FASHION ACCESSORIES COMPANY
Data Mining; strategic actions; sales.
The advent of Big Data has catalyzed a fundamental shift in companies, demanding enhancement in their ability to harness data. This evolution is crucial for gaining valuable insights about customers and effectively utilizing analysis in strategic decision-making. From the information obtained through innovative tools like Data Mining, which performs the data mining process, companies will formulate strategic actions, directing efforts towards achieving predetermined goals and objectives. The aim of this work is to develop a Data Mining application process as an innovation tool for strategic decisions in sales within a fashion accessories company. A literature review followed by a case study in a fashion accessories company will be conducted. The study will involve data mining using the company's sales database, including phases of data collection, selection, processing, and transformation. It is expected that the results obtained will enable the analysis of collected information and the formulation of strategic directions and actions to boost sales in the company.