实施商业智能以确定活动评估(以印度尼西亚证券交易所为例)

A. Fajri, Ardiles Sinaga
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引用次数: 3

摘要

本研究旨在探讨如何评价在IDX中开展的活动。通过构建系统“商业智能实现对活动的确定评估”。其中在本研究中还使用了朴素贝叶斯算法在数据分类过程中所做的活动。本软件的开发方法是通过对图书馆的研究,数据收集,系统设计,系统实现,测试系统和分析。本软件开发使用的工具是Pentaho, PostgreSQL(作为数据处理工具),Microsoft Excel(作为创建培训数据的工具),XAMPP(作为Web服务器工具),本软件开发使用的编码是PHP CodeIgniter框架(作为后端),Highcharts(作为仪表板视图)和DataTables(作为表视图)。在本研究中,作者构建了一个软件,有望帮助发展局(RPE)在IDX中开展评价活动。本研究的分析使用预算化数据和活动类别中的变量作为比较,以确定活动状况。该研究还使用了IDX在2018年的活动数据来实施一个内置系统。本研究结果表明,该活动的预算和类别的实现强烈影响将被评估或不被评估的活动。根据培训数据集中所列预算的价值,还可能对每个IDX代表处的活动进行评价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of Business Intelligence to Determine Evaluation of Activities (Case Study Indonesia Stock Exchange)
This study aims to examine how to evaluate the activities undertaken in IDX. By building the system "business intelligence implementation to determine the evaluation of activities ". Where in this study also used the algorithm Naive Bayes in the process of data classification activities that have been done. The approach to the development of this software is through the study of libraries, data collection, system design, system implementation, Test systems and analysis. The tools used in the development of this software are Pentaho, PostgreSQL (as a data processing tool), Microsoft Excel (as a tool for creating training data), XAMPP (as a Web server tool) and the encoding used in this software development is the PHP CodeIgniter framework (as the backend), Highcharts (as Dashboard views) and DataTables (as table views). In this study, authors build software that is expected to help the Directorate of Development (RPE) in conducting evaluation activities in IDX. The analysis of the study uses variables from budgetrealization data and activity categories as comparators to figure out the activity status. The study also used IDX activity data in 2018 to implement a built-in system. The results of this study show that the realization of the budget and category of this activity strongly affects the activities that will be evaluated or not evaluated. Activities in each of the IDX representative offices are also potentially to be evaluated, depending on the value of the budget specified in the training data set.
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