Data Mining Explained

Overview

Data mining is the crucial process of extracting implicit and possibly useful information from data. It uses analytical and visualization techniques to explore and present information in a format which is easily understandable by humans.

Data mining is widely used in a variety of profiling practices, such as fraud detection, marketing research, surveys and scientific discovery.

In this article I will briefly explain some of the fundamentals and its applications in the real world.

Herein I will not discuss related processes of any sorts, including Data Extraction and Data Structuring.

The Effort

Data Mining has found its application in various fields such as financial institutions, health-care & bio-informatics, business intelligence, social networks data research and many more.

Businesses use it to understand consumer behavior, analyze buying patterns of clients and expand its marketing efforts. Banks and financial institutions use it to detect credit card frauds by recognizing the patterns involved in fake transactions.

The Knack

There is definitely a knack to Data Mining, as there is with any other field of web research activities. That is why it is referred as a craft rather than a science. A craft is the skilled practicing of an occupation.

One point I would like to make here is that data mining solutions offers an analytical perspective into the performance of a company depending on the historical data but one need to consider unknown external events and deceitful activities. On the flip side it is more critical especially for Regulatory bodies to forecast such activities in advance and take necessary measures to prevent such events in future.

In Closing

There are many important niches of Web Data Research that this article has not covered. But I hope that this article will provide you a stage to drill down further into this subject, if you want to do so!

Should you have any queries, please feel free to mail me. I would be pleased to answer each of your queries in detail.

Source: http://ezinearticles.com/?Data-Mining-Explained&id=4341782

Boost Up Your Business With Scanning Services

To manage Record, you have to do various task. It involves identifying, classifying, storing, circulating and disposing of documents. The process of record management becomes time consuming and costly. Through computer and other latest technological equipment, it becomes easier and less expensive.

When the Records are in bigger size and consume more time and money, it is wise decision to hire some scanning services. There are various scanning services are available in the market. I mention some of them in bellow mention list:

o Document Scanning - Document scanning services converts important data into electronic format. This will help any business to access any document easily and quickly. Document scanning give feature of data portability. It also minimizes data storage space as well as improves data efficiency.

o Paper Scanning - Paper Scanning Services can make your life easy by having all you papers available at you finger tips. In business there are various paper require for day-to-day transactions and it is very difficult to maintain huge amount of paper records. Very rare time it is available at appropriate time. Paper scanning services is very impressive way to decrease the stress of paper management from the head.

o Periodicals Scanning - Periodicals are having vital data and not always handy or understandable. They are without doubt damageable and consume much space for storage. Periodicals scanning will provide electronic format, easy access and safe storage.

o Photo Scanning - Any small thing can make photo defective. Climate change also can damage the photo. So the managing photo is very difficult task. You can manage photo easily by scanning and converting it into the electronic format.

o Drawing Scanning - Drawing scanning services can support wide variety of drawing such as, Blueprint, Survey Plans, Topological maps, Mechanical drawings and other. This type of drawing needs more storage space. With the help of drawing scanning services you can get all your data in small amount of space.

o Microfiche Scanning - It is very important peace of document that stores huge amount of information. To read this document any one needs a microfiche reader. Using microfiche scanning service you will find the document readable without having machine to read the document.

o Film Scanning - Digitalization will help the business to move ahead from others. For film scanning you needs more professional and experienced people.

o Medical Record Scanning - Compared to paper medical records, electronic format will ease your processing time. Scanning medical records consist of the patients' symptoms, clinical findings, diagnosis, and treatment details. Some times, this type of document will be misplaced and you meet with huge loss. Scanning of medical record will give you fast and easy access to the document.

o Aperture Card Scanning - There are two type of aperture card; 35mm aperture cards and 16mm aperture cards. This type of card is mainly used to have important data in record. But to read this type of card you must need the machine. Outsourcing of aperture card scanning services will help you to save on aperture card reader.

o Microfilm Scanning - It is near to microfiche scanning where data is very important but hard to read. So microfilm scanning will help you to have electronic format on hand with feature of easy readability.

These are the some of the scanning services which can be utilized by business to improve their standard in this competitive market.

Ethan Allen is online marketer for Scanning Indexing. Scanning Indexing is a company providing all types of scanning services as well as indexing service. They follow 4S model to deliver services. They provide Speedy, Secure and Superiority scanning services at huge Savings.

Source:http://ezinearticles.com/?Boost-Up-Your-Business-With-Scanning-Services&id=2248179

Scan to PDF and OCR Resource Directory

One of the coolest things you can do with Adobe Acrobat is scan paper documents into PDF files; not only can you save digital copies of important files (and then secure them as PDF files), you can run OCR (Optical Character Recognition) in Adobe Acrobat to convert those scanned documents into usable text. This allows you to copy content, search for specific words or phrases, even edit the text on what was once a printed page. Digitizing your documents can help you keep your desk paper-free, as well as give you options for using those papers that you never had before.

The scanning functionality is so awesome that we get a lot of questions from Acrobat users about how best to use it, so we’ve decided that it’s time to put together a directory to help you get answers to all your scanning and OCR questions. Here’s our comprehensive list of resources to help you become a scanning pro with Acrobat.

Please note: These resources cover scanning and OCR functionality in Acrobat X and Acrobat XI; the information will be relevant to you no matter which version you’re using.

Basic document scanning:

•     How to scan documents (infographic): Basic step-by-step instructions for scanning a file to PDF.
•     Scan a paper document to PDF (video tutorial): A 90-second video that walks you through Acrobat’s scan settings.
•     Taking the guesswork out of scanning to PDF (article): This long-form tutorial tells you how to get your scanner to play nice with Acrobat, which presets to use for your scan, and how to get the best OCR results with Acrobat.

OCR and text recognition:

    How to create a searchable text document from a scanned page (video tutorial): Once you’ve scanned a document, you need to make the text usable. This video shows you how.

    How to find and correct OCR errors (video tutorial): After running OCR, find and correct any mistakes in the document to makes sure all the text is accurate.

Editing, optimizing, and using scanned content:

•     How to edit text in a scanned PDF - Acrobat X (video tutorial): Use Acrobat X to recognize text in a scanned image, then make changes to that text. Also includes some tips for getting the best OCR results.
•     How to optimize a scanned PDF (video tutorial): This video walks you through the steps to improve the appearance of a scanned document (even remove stains on the page!).
•     Export scanned content to Word or Excel (video tutorial): You can scan a document and export the content to Word or Excel to keep working on that content. This video will give you a few tips on how to export easily and accurately.

On-demand seminar (25-minute video). This is a long-form video seminar covering OCR and scanning to PDF using Acrobat X. The video includes: Ian Campbell on taking your correspondence totally paperless by scanning to PDF; David Mankin on how to use OCR in Acrobat X; an interview with our very own Ali Hanyaloglu on OCR basics; and Dave Merchant with scanning updates in Acrobat.

Source:http://blogs.adobe.com/acrobat/scan-to-pdf-and-ocr-resource-directory/