Data Mining Essays & Research Papers

Data Mining for Advertising

In the current competitive world, advertising has become an essential strategy for many businesses in winning over market share and gaining a competitive advantage over peers. This has resulted in rapid growth in online advertising, consequently leading to the generation of large data volumes on targeted customers. Data mining applications such as customer behavior analysis, a recommendation system for e-commerce, market trend analysis, and link prediction for social networks have widely been used to foster advertising. Primarily, much of online...

2 Pages 963 Words

Data Mining and How Companies Use It

Data Mining

Databases are everywhere. In the ever-emerging Internet age our daily interactions with databases and cloud storage have increased in ways we can barely imagine and will only continue to increase in the future. With the rise in the collection of raw data, techniques must be developed to sort through and find the usable data. This is where data mining comes in. Although data mining is still a relatively new technique being employed by companies, there is already a lot of...

4 Pages 1702 Words

The Importance of Data Mining in the Medical Field

Data Mining

Antibiotics, antacids, antiarrhythmic and other supplements can cause serious side effects like heart failure, when they are taken with cardiac medications. In some cases, the interacting of the drugs may be unavoidable, but it is the job of the pharmacist and physician to take precautionary measures and monitor the drug-drug interactions. Millions of people, especially elderly people, are prescribed to take more than one prescription drug daily. Often when the drugs are combined, it can either result in illness or...

4 Pages 1851 Words

Data Mining for Software Engineering

Computer Software Data Mining

In computer science, software engineering plays part in the design and analysis of projects for computer and other electronic gadgets. In software development processes, the work is part into particular stages with specific tasks in each, with the aim of improving planning and management. The most usually utilized procedures incorporate waterfall, prototyping, iterative and incremental development, spiral development, RAD, extreme programming and different sorts of agile procedure. While SDLC ‘model’ is a more general term for a category of procedures,...

7 Pages 3150 Words

Data Mining and Its Security

Data Mining Privacy

Data mining is primarily used today by companies with a strong consumer focus – retail, financial, communication and marketing organizations. It enables these companies to determine relationships among ‘internal’ factors, such as price, product positioning or staff skills, and ‘external’ factors, such as economic indicators, competition and customer demographics. And, it enables them to determine the impact on sales, customer satisfaction, and corporate profits. Finally, it enables them to ‘drill down’ into summary information to view detail transactional data. With...

6 Pages 2927 Words

Data Mining Application in Healthcare

Data Mining

The concept of data mining is generally concerned with finding and looking up for relevant information or knowledge previously available in data. Data mining is applied in many fields, one of the hottest fields is healthcare. Since healthcare data is stored in electronic format, the storage of the data will be huge and complex, which make it a fertile environment for data mining usage. The motivation behind information mining, regardless of whether it’s being utilized in social insurance or business,...

4 Pages 2015 Words

Data Mining and Educational Data Mining: Techniques and Tools

Data Mining

Data mining can be referred as the process of mining hidden knowledge from large volumes of raw data previously stored in data bases or as excel sheets. Data mining also enables the organizations to uncover and understand the hidden patterns in vast databases by using their current reporting capabilities, which are then further built to data mining models and applied to predict individual behavior and performance with high accuracy. The methods used are at the juncture of artificial intelligence, machine...

2 Pages 1127 Words

Mining Medical Data: A Comprehensive Study

Data Mining

In the yesteryears, it was highly expensive to store and maintain information. However, due to the progression in the area of information gathering and WWW in the last couple of decades, it is a fact that, vast volumes of information or data are obtainable in electronic format. To store such huge volumes of data or information the database size is enhanced briskly. Such databases comprise of highly valuable information. This information may be very beneficial for decision-making process irrespective of...

3 Pages 1365 Words