Real Time Business Analytics for Buying or Selling Transaction on Commodity Warehouse Receipt System

2nd International Conference on Applied Marine Science and Fisheries Technology 2017

地球科学;农业科学

Djatna, Taufik^1 ; Teniwut, Wellem A.^2 ; Hairiyah, Nina^3 ; Marimin^1

Department of Agroindustrial Technology, Faculty of Agricultural Technology, Bogor Agricultural, Indonesia^1

Fisheries Agribusiness Study Program, Tual State Fisheries Polytechnic, Langgur, Indonesia^2

Agro-Industrial Technology Study Program, Tanah Laut State Polytechnic, South Kalimantan, Indonesia^3

关键词: Commodity prices;    Forecasting models;    Integrated systems;    Market tendencies;    Prospective buyers;    Real-time business;    Selling process;    Warehouse receipts;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/89/1/012019/pdf
DOI  :  10.1088/1755-1315/89/1/012019

学科分类：农业科学（综合）

来源: IOP

【 摘 要 】

The requirement for smooth information such as buying and selling is essential for commodity warehouse receipt system such as dried seaweed and their stakeholders to transact for an operational transaction. Transactions of buying or selling a commodity warehouse receipt system are a risky process due to the fluctuations in dynamic commodity prices. An integrated system to determine the condition of the real time was needed to make a decision-making transaction by the owner or prospective buyer. The primary motivation of this study is to propose computational methods to trace market tendency for either buying or selling processes. The empirical results reveal that feature selection gain ratio and k-NN outperforms other forecasting models, implying that the proposed approach is a promising alternative to the stock market tendency of warehouse receipt document exploration with accurate level rate is 95.03%.