PROJECT TITLE :

Text Mining Based on Tax Comments as Big Data Analysis Using SVM and Feature Selection - 2018

ABSTRACT:

The tax provides an important role for the contributions of the economy and development of a rustic. The improvements to the taxation service system continuously done in order to extend the State Budget. One of thought to know the performance of taxation significantly in Indonesia is to grasp the general public opinion as for the item service. Text mining can be used to understand public opinion regarding the tax system. The rapid growth of knowledge in social media initiates this research to use the info source as big data analysis. The dataset used comes from Facebook and Twitter as a supply of information in processing tax comments. The results of opinions in the shape of public sentiment in part of service, web site system, and news will be used as consideration to improve the quality of tax services. During this research, text mining is completed through the phases of text processing, feature selection and classification with Support Vector Machine (SVM). To cut back the matter of the number of attributes on the dataset in classifying text, Feature Selection used the information Gain to select the relevant terms to the tax topic. Testing is used to live the performance level of SVM with Feature Selection from two knowledge sources. Performance measured using the parameters of precision, recall, and F-live.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE : Automatic Keyword and Sentence-Based Text PDF/DOC Summarization for Software Bug Reports ABSTRACT: Text summarization is a method of extracting essential information from papers quickly and efficiently. The proposed
PROJECT TITLE : Automatic Keyword Extraction for Text Summarization A Survey ABSTRACT: Data has been quickly rising in recent years in every sphere, including journalism, social media, banking, education, and so on. Due to the
PROJECT TITLE : News Text Summarization Based on Multi-Feature and Fuzzy Logic ABSTRACT: Because the amount of data on the Internet is growing so quickly, automatic text summarization work has become increasingly important in
PROJECT TITLE : Twitter and Research A Systematic Literature Review Through Text Mining ABSTRACT: Researchers have gathered Twitter data to investigate a variety of subjects. This growing body of knowledge, however, has yet to
PROJECT TITLE : Financial Latent Dirichlet Allocation (FinLDA) Feature Extraction in Text and Data Mining for Financial Time Series Prediction ABSTRACT: Many financial time series predictions based on fundamental analysis have

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry