Data Mining Guide

Data mining is also known as Knowledge Discovery in Databases (KDD). Data mining is the process of automatically searching large volumes of data for patterns. Data is derived from the word datum, being its plural term. Data comprises of a class of large number of significant statements that are measurements or observations of a variable. Data mining works on the basis of computational techniques from statistics machine learning and pattern recognition.

Data mining is the crucial process that helps companies better comprehend their customers. Data mining can be defined as ‘the nontrivial extraction of implicit, previously unknown, and potentially useful information from data’ and also as ‘the science of extracting useful information from large sets or databases’. Data mining is interpreted differently in different contexts but most often it is used in the context of a business or other organization’s need to acknowledge trends.

Just like mining for gold, data mining navigates through large databases and extracts a wealth of customer data, which is then translated into useful and predictive information. A paradigm instance of data mining is its use in a retail sales department where a store tracks the purchases of a customer who buys ample of cotton trousers. The data mining system will make an association with customer and cotton trousers and might either directly market or sale the cotton trouser to that customer or try to get the customer to buy a vast range of products. Data mining also enables automatic detection of the patterns in a database and guides marketing professionals to a better understanding of the customer psychology.

Data mining software enables users to analyze large databases to provide solutions to business decision problems. Data mining is a technology and not a business solution like statistics. The data mining software uses the information that is stored in a historical database of earlier interactions with the customers and about other aspects such as age, zip code, their feedback etc. Thus the data mining software provides an idea about the customers that would be intrigued by the new product. This enables the marketing manager to choose appropriate customers to target.

Data mining is also linked with privacy concerns particularly regarding the source of the data analyzed. For instance an employer can screen out people with diabetes or heart attack and create ethical and legal issues and elimination of costs of insurance. Besides this data mining is also used in the field of medicine to find combinations of drugs with harmful results.

Data mining should be interpreted to give beneficial results. When the data collected involves individual people, the issues concerning privacy, legality and ethics crop up.

Data mining can bring pinpoint accuracy to dales. Creating big central stores of customer data to be used all through the entire enterprise are becoming quite usual but the data warehouses are of no use if there are no proper applications for accessing and using the data in the companies.

Numerous Fortune 1000 companies all over the world have effectively installed many data mining and campaign management.

Mansi aggarwal recommends that you visit Data mining for more information.

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Advantages of Web Research services

Web Research means research on Work, Education and Business. Web Research is study combined with learning. It is a detailed study of a subject in order to discover information or achieve a new understanding of it.

Web market research is especially effective where an organization has an existing relationship with those being surveyed. Such web-based research can itself form part of a positive and interactive relationship with customers, business associates, and employees. Alternatively, there are a number of successful techniques for targeting non-customers.

How to do effective Web research:

• Use search engines effectively
• Focus your research on quality STM information only
• Find hidden scientific information online
• Locate peer-reviewed, subject-specific directories
• Set up subject-specific alerts that automatically e-mail you the latest news

More Services includes web research such as:

• Web Research and Online Data Entry
• Web mining and listing
• Web research and Red Flag Report creation
• Online research and database creation
• Web search and more

Advantages of Web research are:

• Cost saving
• Generate results very quickly
• Avoids the interruption and disruption, which phone surveys can create
• Allows respondents to complete surveys whenever and wherever it is most convenient for them
• Allows brief information (text, diagrams, photos, video, or podcasts) to be presented mid-survey, if required

The Web function is a huge digital library and serves a broad range of user communities with diverse backgrounds, interests, and usage purposes. Web research can be exciting, especially once you know how to apply the tools and techniques for finding, evaluating, and using information effectively.

Article Source: http://www.prlog.org

Data Extraction How Does It Benefit Businesses?

Data extraction is the process of acquiring data from large volumes of information so that it can be further processed and stored accordingly. Data extraction services are extremely valuable for the research activities of companies and business enterprises. Companies generally have to handle large volumes of information on daily basis which needs to be processed into comprehendible data and stored for further use.

Data is a crucial asset in the business world. Business enterprises have to store vital statistics like client details, customer information, and facts and figures about the competitors and sales figures of the company. All these critical information aids in the formulation of strategic business decisions and marketing strategies.

Data extraction services ensure that you have access to all this information gathered from across the web, databases and online documents.

Benefits of Data Extraction Services

Data extraction services provided by outsourcing vendors are customized to suit the requirements of the clients. Here are some potential advantages of data extraction services

• It is invaluable in market research activities, surveys and analysis

• It helps in researching about a product and analysis of the same

• It helps to generate better sales leads by acquiring information about key market audiences

• It provides crucial data that helps to track and define product pricing

• It enables to create a duplicate online database

• It helps extract financial data

• It provides important information pertaining to real estate

• It helps track down specific job postings

• It aids in the processing of auction information

Types of Data Extraction Services

Data extraction requires critical information regarding your business to be processed and stored accordingly so that they can be used to facilitate smooth business operations. Data is extracted from multiple sources and stored in a variety of formats like PDF documents, XML, CDs and DVDs etc. There are two main types of data extraction services:

• Database Extraction Crucial data like competitor information, products’ offers and reviews, customer opinion etc. are extracted from various databases and stored as per client specifications. The data that is extracted should be relevant, up-to-date and unique.

• Web Data Extraction Data is extracted from the World Wide Web. The internet provides a vast expanse of information like URLs, text forms, email addresses, pictures, document files etc.

Benefits of Outsourcing Data Extraction Services

Outsourcing data extraction services provide enormous benefits to companies and business enterprises. Not only does it offer extensive time and money savings but also provides excellent quality of services that further enhance the quality of business operations.

• You get the services of skilled and qualified technical staff that have significant experience and expertise of the task. These professionals are proficient in English and thus are able to deliver seamless services.

• Because of their experience and expertise, the professionals can handle large volumes of data in the shortest possible time. As a result, you will have quick turn around time for your business processes.

• Data extraction service providers are located in offshore countries like India charge only a fraction of cost of what it would take to complete the whole process in-house. As a result, you can seek to maximize your profit margins.

• The service providers have access to well-developed infrastructure and redundant systems that ensure uninterrupted data extraction services.

Maneet Puri is the owner of LeXolution IT Services, a reputed IT outsourcing company that provides its clients with a range of Knowledge Process Outsourcing services. Apart from regular data entry works, the firm also provides data extraction, data transcribing and data management services.

Article Source: http://www.articlesnatch.com

Looking for Web Info?

Today’s business people spend between one and five hours of their business day looking for and capturing online information for the purposes of their firms and companies, according to a recent survey conducted upon the request of Ficstar Software, one of the leading developers of web data extraction and collection tools.


While a firm’s online presence may vary, today’s business environment makes it necessary to be constantly aware of what is going on in a given sector, or how target audience changes as new products and services are developed. While some firms still resort to more traditional media for data collection, the Internet is now the undoubted leader in this area.

Given the amount of information that we need to perform our day-to-day activities, and the amount of time we need to do that, the recent appearance of website grabber tools is undoubtedly an efficient solution that saves businesses a lot of the time and resources necessary for manual web data extraction.

Another feature that the survey found makes website grabbers preferred to manual extraction is reliability. Reliability here refers to both the solution itself (it can never get late for work or lose motivation for work), and the quality of web data extraction – when using an automated website grabber, your risk of mistakes is kept down to a minimum.

Given the growing need of website grabbers and the many advantages they offer, players on this market have realized the need of expansion, differentiation, and diversification. For instance, Ficstar Software offers several versions of its key product, the Ficstar Web Grabber, each of which focuses on a different type of web data collection needs.

To name one of these, the Ficstar Contacts Grabber is intended for businesses for which the collection of accurate, complete up-to-date information from the Internet is the key to successfully building membership or informational sites, or executing sales and marketing activities. The Contacts Grabber is a powerful, intuitive tool that allows the quick and easy collection of results from online business directories, member listings, and other web pages that contain contact information.

When compared to manual data collection, Ficstar’s products cost just a fraction of the expenses required for wages; moreover, a website grabber is an investment which pays back extremely quickly, and its use results in enhanced customer satisfaction and more reliable and cost-effective business operation.

web data extraction

Article Source: http://www.articlesbase.com

Boost your Business with the Help of Web Research

Web Research means research on Work, Education and Business. Web Research is study combined with learning. It is a detailed study of a subject in order to discover information or achieve a new understanding of it.

Web market research is especially effective where an organization has an existing relationship with those being surveyed. Such web-based research can itself form part of a positive and interactive relationship with customers, business associates, and employees. Alternatively, there are a number of successful techniques for targeting non-customers.

How to do effective Web research:

• Use search engines effectively
• Focus your research on quality STM information only
• Find hidden scientific information online
• Locate peer-reviewed, subject-specific directories
• Set up subject-specific alerts that automatically e-mail you the latest news

If you own a business and require consultation on some aspect, we have experts and guides who can provide you the best advice in Internet and online marketing strategies. Besides research on business trends, strategies, and products, we also offer web research on a variety of subjects such as:

• Web Research and Online Data Entry
• Web mining and listing
• Web research and Red Flag Report creation
• Online research and database creation
• Web search and more

Advantages of Web research are:

• Cost saving
• Generate results very quickly
• Avoids the interruption and disruption, which phone surveys can create
• Allows respondents to complete surveys whenever and wherever it is most convenient for them
• Allows brief information ( text, diagrams, photos, video, or podcasts ) to be presented mid-survey, if required

The Web function is a huge digital library and serves a broad range of user communities with diverse backgrounds, interests, and usage purposes. Web research can be exciting, especially once you know how to apply the tools and techniques for finding, evaluating, and using information effectively.

Source: http://www.i-newswire.com

Controversy Surrounds Web Research Service

Academic research website Researchbitch.com is getting praised by students for its easy of use and functionality and attacked by middle agers due to its name. The site's logo is of a femal dog fetching homeworking but allusions to the "correct" use of a seemingly offensive word only stir up the passions of the site's critics even further.

'I've been getting calls several times a day informing me that I am a mysogynistic old man who has no shame," says Michael Lissack the Director of the Learner's Library parent company of the website. 'But, I have not met a student yet who did not make use of the same word (b*tch) to describe an unpleasant or tedious research assignment."

In response to critics Researchbitch.cm unveiled version 2.0 of its site on October 8. Navigation components have been improved and there are plans to optionally make the searches of users sharable.

Researchbitch.com is the only search engine on the Interent which allows users to input queris of up to 10,000 words in length. Search results are drawn from a database of more thna 500,000 academic journal articles. The search technology is patent pending. Students can submit notes, outlines, or even drafts of their papers and the researchbitch.com search engine supplies them with links to high quality research materials and quotations with which to fill out their work.

"Some professors complain it is a form or cheating, " Lissack said, "but sicne when is mindless drudge work a useful part of the assignment? We do the drudge work and free up time for the student to think, read, and write."

Researchbitch.com is on the web at http://researchbitch.com and on Facebook at http://apps.facebook.com/doresearchforme/

Michael Lissack can be reached at http://lissack.com or at lissack@lissack.com

Source: http://www.sanepr.com

Research is Only as Good as How You Use It

Any worthwhile company is going to know that they need to do a lot of research if they want to stay around for long. When it comes to the products you make, improving the products that you currently have, the commercial printing you focus on with your advertising, and the areas that you concentrate your marketing, you need to know what people think.

The whole point of your business is going to be to appeal to people to come and shop with you over the competition. If you don’t know what those very people think than how are you supposed to be able to know how to best pique their interest?

Research will be done, but the question becomes how do you interpret this research? There is no perfect form of research that will give you the best amount of information. If you’re using online polls than you’re going to have a limited amount of details you’ll be able to acquire.

If you choose a more informative path like focus groups or other forms of face-to-face interviews, you have to deal with the fact that many people won’t be giving you the most honest information. People don’t always know what they want, and that means they can’t honestly tell you what it is that they’re looking for.

Sometimes I have to see something before I’ll realize that it was what I had been looking for. This applies to most people in life I’d imagine, which means I can’t tell a company what style of commercial printing will best appeal to me or what product I’m looking for.

I might be aware that a certain product needs improving but I might not know how to improve it, so how am I supposed to give a suggestion about it?

This means you have to be able to appropriately interpret the data that you collect if you want to make any good use out of it. Try to read between the lines in order to figure out what it really is that people are looking for. Try to ask yourself if you were in their position what you would think of your products coupled with the information you have from your research.

It isn’t always easy figuring out what all of the data means. Sometimes people are going to have conflicting viewpoints and you’ll end up with hardly any really useful information, but even then, you might realize that the real solution is that people aren’t happy with the way things are and want to try something new.

Only you are going to really be able to tell how all of the information you have will impact your business, and what the best path will be. You just need to remember that you’re input is important as well, and all of the data is yours to figure out.

Kaye Z. Marks is an avid writer and follower of developments in the commercial printing industry and how these improvements can benefit small to medium-scale businesses.


Source: ArticleTrader.com

Growing Popularity Of Web Grabbers

The name ‘web grabber’ stands for a now commonly known web data extraction tool whose purpose is to facilitate the process of data extraction and collection and thus to alleviate much of the effort and resources required for the daily operation of most businesses.


The need of website grabbers emerged as companies began to be more and more dependent on web-based information, such as contacts, exchange rates, price indexes, etc. As the amount of web info to be found and collected grew immensely, some firms were faced with the need of investing substantial amounts for hiring staff to take care of these activities. Doing the process manually was very time-consuming, and, needless to say, the lack of human errors was not guaranteed.


It is therefore not surprising that more and more businesses opt for website grabbers. Web data extraction technologies enable organizations to quickly and easily get the information they need. The solutions ensure optimized efficiency, improved quality, and maximum affordability.


As demand for webgrabbers grows, companies are beginning to offer more varied data extraction and collection solutions. For instance, Ficstar Software, which is one of the leaders on the web grabber development market, has recently developed a special Contacts Grabber to better satisfy the special needs of some of its customers.


Businesses often need contact information to build membership or informational sites, or to execute marketing or sales activities. Ficstar Web Grabber Contacts is a powerful, intuitive tool that enables customers to quickly and easily collect results from online business directories, member listings, and other web pages that contain important contact information. It allows the dynamic retrieval of vital data such as names, job titles, phone and fax numbers, mailing addresses, e-mail addresses, website URLs, and more, from virtually anywhere on the web.


This new powerful solution allows businesses to rapidly identify members of their target audience, and collect their contact information, gather contact details for use in promotional efforts or campaigns, locate professionals like lawyers, accountants, physicians, etc.


Web grabber solutions have managed to meet most of the data collection needs of today’s companies. They certainly do have a future – and indeed a very bright one. They will probably expand and cover other business aspects to help meet the growing demand of companies, the rising dependency on web data, and awareness of the reliability of data extraction software solutions.

Web data extraction


Article Source: http://www.articledashboard.com

Statistical Data Collection Methods - Making Sense of the Mine Field

When use correctly, statistical data can be used to improve an array of areas from efficiency, to lead time, and profit. But in order to make improvements you need to know how the data has been collected initially. This article is about Statistical data collection methods.There are four main Statistical data collection methods:

  • Census
  • Sample survey
  • Experiment
  • Observational study

Each of these methods has it's own set of advantages and drawbacks, that's why one must be aware of all their characteristics to be able to choose the right method according to the individual situation. Here is a brief definition of each method:

  • Census - A census is a case study that acquires data from every population member. For the majority of cases, a census is not practical, due to the large amount of time and cost required to conduct it.
  • Sample Survey - A sample survey is a case study that obtains data only from a subset of the entire population, not every member, as oppose to Census, so it's much more practical and efficient to carry out, but the results might not be that accurate. For best results using this method it may be appropriate sub-categorize your target group and take a sample set from each sub-category. A basic example would be different ethnic groups.
  • Experiment - The experiment is a controlled study in which researchers try to understand the cause-and-effect relationships, how one thing affects another.
  • Observational study - Observational studies also try to discover the cause and effect relations, but unlike experiments, they are not able to control how subjects are assigned to groups.

As it was already pointed out, every method has its own pros and cons, so one must be able to know and make a decision regarding which method should be applied in a given situation. There are three factors that should affect this decision and they are - resources, generalizability, causal inference.

If resources are the main factor, then obviously with such a large population, a sample survey has an advantage over census. If the sample survey is well designed, then it can definitely provide results that are really close to the actual figures (high level of accuracy), and it will be done in a quicker and cheaper manner, requiring less man power than a census.

Generalizability stands for applying findings from a sample study to a larger population. Generalizability requires random selection. In case the participants in a study are randomly selected from a larger population, it is appropriate to generalize study results to the larger population, otherwise it might provide accurate results.

Statistical data collection methods are essential for sustainable economics, social and environmental development. We are living in the 'Information Age' where certain data sets are growing in size and complexity, reaching massive proportions, that's why such data collection methods are so important.

For some great reviews on all types of software, check out Data Collection Software where you will find advice on all programs from Inventory Stock Control Software, to BPCS Data Collection.

Article Source: http://EzineArticles.com

Make Database Management Easier With Outsourcing to India

If you want excellent website database design with usage of newly invented technology in your budget, then consider website project outsourcing

to India. Just having a database is not enough, it is important to make it accessible to your customers and clients on the internet. For that, data integration is the sure shot solution to integrate data with the existing site content. This concept is being used by increasing number of web users where they alter the database using a web browser giving freedom to insert, delete or edit the existing information.

These sites are popularly known as ‘web applications’, they serve as linking factor between fully developed software program and static HTML website. Complications can be made simpler by outsourcing to India. You can avail the facility to hire a programmer who would work exclusively for your project on part-time or full-time basis. A nominal fee is charged which can give more ROI in future.

Website database design has many options available in the market that can give you direct access to data that is in operational system. It would facilitate in designing the web database that needs to be passed to the users. As entire world is becoming wireless for better communication, World Wide Web is also not left behind. If a website has many web pages with some or the other information on it, the process of data integration becomes essential in order to manage the pool of database effectively.

Having a well-framed database design can yield fruitful results for your website, the customers get to contact with your company directly. Also if they wish to search for your product/services, track orders, company information, etc can be easily done. Thus giving better access to information.

Database integration can connect the website content with database content. Deletion, modification and addition of records in database are termed as content management system. Above all it makes office workings simpler and enhances your website value. If you want to store content in the database, go for website design outsourcing, it can be retrieved back by professionals whenever needed. It can include text, images, page color constraints and so on.

For retail based websites product inventory is important, it falls under database development project. Products/services information can be stored in database and be viewed by the user with a click of the mouse.

Best Web Outsourcing Company is a Hire professional web designer and developer in India to design database with different database application like MS SQL Server, My SQL and MS Access. . Hire a programmer for e-commerce website application development.

Article Source: http://www.articlesbase.com

Alibaba.com selects Knowlesys Web Data Mining System

SHENZHEN, CHINA - Aug 5, 2008 Knowlesys today announced that alibaba.com has chosen Knowlesys, a web data collection firm, as their web data mining system provider. They will be providing data mining for the marketing department, collecting various types of listings including products, companies, and advertisements. Knowlesys employs a specific crawling system that offers extraction of unstructured web data into a structured database, thus allowing clients to more easily create spreadsheets and graphs of the desired information. The benefits are obvious. In this age of abundant information at our fingertips nobody has time enough to sift through the billions of web pages available for the information they need. Why not hire someone else to do it? Better yet, why not hire someone else with an automated program to do it?

Let’s take a brief look at what a web crawler is. A web crawler, also known as a web spider or web robot, is a package of code sent out by data collection agencies like Knowlesys designed to browse the web in a systematic manner, accessing pages or types of pages as specified by the user. They can be used for a great number of functions, including but not limited to data collection (they can look up specific fields like e-mail addresses and phone numbers, and types of data like text or video files), web site maintenance (by accessing and viewing links and images, and fixing broken ones), and are used by search engines to access, index, and rank pages as search results.

What does Knowlesys have that their competition doesn’t? They’ve got the KWDMS, the Knowlesys Web Data Mining System. This software was developed over file years, and is one of the most powerful web information extraction systems available today. It boasts a stratified structure, a loosely coupled module design, and is comprised of multiple subsystems. If that jargon didn’t make any sense to you, just trust us when we say that it packs a punch.

The Knowlesys Web Data Mining System is capable of extracting data from several different types of websites. It can extract field data from semi-structured and non-structured sites, but also picks up information like e-mails and profile information as it goes. It logs multimedia files, text, URLs, and much more. It then compiles this information to a database to be used however the client desires, be it for marketing, research, or personal use.

Knowlesys is a leading provider of Web Data Integration solutions based in ShenZhen, China. Available in both on-premise and on-demand packages, Knowlesys Web Data Extraction products can help the user extract, aggregate, transform and syndicate unstructured data on the web from multiple web sources, including sites with complex JavaScript and AJAX. Using Knowlesys’ software and services, The time on data collection can be reduced to days or hours rather than months or weeks. Knowlesys customers include small businesses and large corporate customers in the fortune 1000 for example the world’s leading business-to-business (B2B) e-commerce companies

Danielle is a solution expert on marketing intelligence at knowlesys.com.

Source: ArticleTrader.com