Affective Sales: Emotionally Designed Smart Dashboard For Multi-model Sales Forecasting

• Author(s):

  Santhosh G | Jai J | Vinod D | Jeyanthi A

• Keywords:

  Sales Forecasting, XGBoost, LSTM, Prophet, Power BI, Dashboard Analytics, AI

• Abstract:

  In Today's Competitive Business Landscape, Relying Solely On Historical Sales Dashboards Is No Longer Sufficient. This Work Presents A Smart Forecasting Dashboard That Combines The Power Of Three Advanced ModelsXGBoost, Prophet, And LSTMto Predict Future Sales With High Accuracy. The System Leverages Cleaned And Structured Data, Evaluates Model Performance Using Standard Metrics (MAE, RMSE, R²), And Visualizes Outputs Through An Emotionally Engaging Power BI Interface. By Blending AI, Data Visualization, And Affective Design, The Dashboard Transforms Static Sales Data Into Actionable Business Intelligence, Offering A Compelling Solution For Real-world Forecasting And Decision Support.

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Other Details

• Paper id:

  IJSARTV11I5103703

• Published in:

  Volume: 11 Issue: 5 May 2025

• Publication Date:

  2025-05-29

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