Data Mining Techniques in Drug Use: A Comprehensive Analysis

Research 1
Applied Research Methods

Research 2
Contents
Introduction......................................................................................................................................3
Sources.............................................................................................................................................3
Discussion of methods.....................................................................................................................4
Findings...........................................................................................................................................6
Limitations.......................................................................................................................................6
Conclusion.......................................................................................................................................7
References........................................................................................................................................8

Research 3
Abstract
This paper provides a significant knowledge
regarding data mining technique. The whole
description regarding data mining techniques is
provided by the author in an effective manner.
Various papers of different authors are
highlighted in this paper in order to bring
comprehensive understanding regarding the data
mining techniques.
Keywords: Data mining technique, Machine
Learning, techniques, sampling method
Introduction
The techniques of data mining show different
benefits that can help to develop understanding
regarding prolonged drug use. Data mining is the way
of arranging things by huge data sets in order to
recognize patterns and create relationships so that
issues can be resolved by data analysis. Data mining
is referred as an examination on expansive
arrangements of information. It utilizes devices like
association, grouping, division and arrangement for
better control on the data to help the different firms
for competing on lower costs, while improving the
nature of drug discovery and delivery methods [1].
For data mining study, the researcher needs to take
permission from the participants and they even would
require written consent in order to avoid issues
related to legal and ethical towards the research. The
data mining techniques are the completely different
approach for researching particular thing and that is
why the researcher needs voluntary and written
informed consent from the persons to take the
protocol, for which the researcher has to go with the
qualitative method. For data mining techniques, it is
quite necessary to keep the focus on various aspects
such as Decision tree and Artificial Neural Network
in order to handle statistical techniques to look for the
various kinds of drugs, which are being used by
youth generation in their lives. There is another kind
of data mining technique of ANN data processing
system to framework the data and improve the
functioning of biological networks to structure the
features of parallel processing with characterized
memory to take on the surroundings[6].
The main objective of this report is to investigate, by
data mining techniques, the causes why students
utilize drugs. This paper will review the method for
critically analyze the data mining techniques for
which number of methods taken into consideration in
different research papers. This activity will lead the
researcher in a great way of analyzing the ongoing
situation of drug use.
Sources
Data mining is the way of getting information from
huge sets of selected data by the utilization of
algorithms and techniques drawn from the area of
Machine Learning, Statistics and Data Base
Management Systems. An assortment of choice will
be important to build the efficiency of medical
personnel, break down consideration results, and
ceaselessly refine care conveyance procedures to stay
beneficial while holding the line on expenses and
maintaining the quality of care. Investigating the
research paper with the concerned research questions
is quite a difficult task and need outstanding
techniques. The use of Google Scholar, IEEE
explorers, ACM digital library and SAGE journals
are considered to find out various views of the
researcher on a selected topic. To get enough
information about the selected topic, the use of
different keywords are taken into consideration for
the research paper in which these are some of them:
use of data mining technique in drug use, the
importance of data mining in the research and drug
discovery.
Discussion of methods
There are number of research methods to conduct the
research and most of them fail in the group of the
qualitative as well as quantitative approach. There are
number of papers related to the selected topic in
which various authors have used different approach
and methods to analyze the data. Some of them have
taken consideration of interviews in the form of
research methods and some of them have used the
online surveys and questionnaires. The discussion
will be made regarding various methods in which
they used in number of papers and will be analyzing
them critically.
Applied Business Research