• DocumentCode
    1600594
  • Title

    Receiptlog applied to forecast of personal consumption

  • Author

    Takeuchi, Toshiki ; Narumi, Takuji ; Nishimura, Kunihiro ; Tanikawa, Tomohiro ; Hirose, Michitaka

  • Author_Institution
    Grad. Sch. of Interdiscipl. Inf. Studies, Univ. of Tokyo, Tokyo, Japan
  • fYear
    2010
  • Firstpage
    79
  • Lastpage
    83
  • Abstract
    A purpose of this research is to improve a user´s balance of income and expenditure by forecasting and presenting future consumption from past purchase information. First, we recorded various purchase information by scanning a large number of receipts and applying them to OCR (Optical Character Recognition). We named this system “Receiptlog”. From data of Receiptlog, we found out cycles of time and dependence of place in users´ consumption behavior. Using these features, we forecasted amount and possibility of future consumption. Next, we developed an application for iPhone, “Expenditure Forecast”, that presented future information to users like a weather forecast. We evaluated this system and found out that presentation of forecast had effects on users´ consumption behavior.
  • Keywords
    consumer behaviour; data visualisation; forecasting theory; optical character recognition; expenditure forecast; future consumption; optical character recognition; past purchase information; personal consumption forecasting; receiptlog; users consumption behavior; Data visualization; Equations; Optical character recognition software; Servers; Weather forecasting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Virtual Systems and Multimedia (VSMM), 2010 16th International Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4244-9027-1
  • Electronic_ISBN
    978-1-4244-9026-4
  • Type

    conf

  • DOI
    10.1109/VSMM.2010.5665961
  • Filename
    5665961