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The present invention relates to a method and apparatus for processing entries stored in an electronic database where each entry comprises a succession of data values of correlated variables. The entries are processed in order to provide predictions of future data values of the correlated variables. The invention has particular application to processing data entries that relate to customers of a bank or retail business so as to predict future data values of attributes of the customers. A prior distribution over the parameters of a first of the variables is accessed from the database and data values of the first variable are used to derive a posterior distribution of the parameters of the first variable. A prior distribution over the parameters of a second of the variables is accessed from the database, the second of the variables being correlated with the first. Data values of the second variable are accessed to derive a posterior distribution of the parameters of the second variable. A statistical sampler samples the parameters of each posterior distribution to provide estimates of the parameters of the posterior distributions. Predictive distributions of the first and second variables are computed from the estimates. Predicted data values for the first and second correlated variables are then formulated from the predictive distributions and known values for the variables.

Global Associates is a fast growing data centric BPO Company located at Kolkata, India. Provide IT enabled services.

Our areas of expertise include low-risk, low-cost outsourcing of Data Entry, Online Data Entry, Data Capturing from Web, Business card entry,process database, Database creation, Mortgage Data Entry Outsource, Real Estate Data Entry Outsource, Professional yellow and white pages data entry, Check Processing, Insurance Claim Entry, Insurance Claim Processing, Product Data Entry (eCommerce Solution), Coupons Data Entry, Data Mining, Data Cleansing, Data Conversion, E-Book Conversion, HTML Conversion, Catalog Processing, Adobe PDF Conversion, OCR-Scanning , OCR Clean-up, Image Scanning and Indexing including OCR, ICR, Survey and Image Processing services E-mail appending, Mailing list compilation, Craigslist posting, Internet media extraction. Copy Paste Services, Web Research etc.

Our offshore data entry services are availed by financial, governmental, healthcare, legal, insurance, educational, marketing, retail as well as large corporate agencies.

Global Associates has the potential and ability to undertake any type of small or mass internet data entry. Depending on the varying needs, we are also flexible to provide you with customized internet related data entry, which is our main advantage.

Global Associates has a team of young professionals who are well-versed with the IT technology having 3 to 5 years of experience in BPO and have quick adaptability to new developed technologies and willingness to share our knowledge with our clients is what makes us a very fast growing firm. They follow a standard workflow using standard data entry procedures and proprietary tracking system, with all activities coordinated with the domestic location. Our team has expertise to handle non popular formats or legacy formats also.

The programming and systems personnel have an extensive knowledge of various languages, softwares and systems. Our team also includes a dedicated supervisor for each project and supervisors have extensive knowledge of the workings of a successful data processing operation.

We follow quality control procedures rather than quantity of work irrespective of size and complexity of a project. Data is entered and validated by computer as a part of process. We do validation at field and record level, manual verification of entered data and check data integrity. We do code review for each logical module and follow testing standard of an industry. Our staff and quality control team offer overnight and 24-hour turnaround services with an accuracy of 99.99%.

We are well conversant and facilitated by advanced transfer technologies like CDs, tape, Zip disk, and internet using email, FTP, VPN, and Telnet. We have also employed cutting edge technologies like faster scanners and multi-sensor data processors. Combining this with our professional team of in-house data entry operators and quality controllers, enable us to guarantee quality data entry service to our clients worldwide.

Databases, Program files, documentations should be safe, confidential and need a well-through-out security system. We also follow encryption for confidential data including personal files, corporate information, and confidential records. We have controlling system while distributing data for process. We break down one file into multiple and distribute among operators. Input documents are stored safely, returned or destroyed once work is done.

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who needs to know the exact nature and purpose of every process that should,and should not, be running on their PC.For more information visit http://www.windows-processes.com/.

Automatic data capture in the wave of your business’ future, and there is a wealth of reasons to do it. One of the most important reasons is the effect it has on your bottom line – in the form of saving you money. Here are five ways using data capture systems will keep some of that hard-earned money in your pocket.

1. Labor costs are slashed – By improving overall production efficiency, you will save labor costs. There will be increased quality and less costly errors, which results in a reduction of time and processing costs associated with re-entering of data, costs of re-submitting and other clerical duties.
2. Eliminate paper costs – Paper reduction is substantial when moving to automatic data capture. The copying, faxing, printing, etc. ends up in piles of paper and piles of money better spend somewhere else.
3. Make better decisions – By having real time access to all the vital information you need, the more enabled you are to make wiser decisions for your organization. Better decisions equal better moneymaking ability. Also, by tracking data, you can see what is costing you money unnecessarily.
4. Time is money – Too much time is spent looking for documents. Less time shuffling through paperwork results in more time with customers. Not to mention the time you’ll be saving using paperless document management solutions, you can spend entering new markets and expanding your business.
5. Present a more professional image – By using more sophisticated technology you send a message that your business is at the top of their game. Increasing data integrity, increased turnaround time and having data easily accessible, will allow you to provide better customer service and will give them more confidence in you.

The flexibility data capture gives you is immeasurable. Being able to access and share data anywhere in many ways, offers endless ways to reach your audience and not only save money but make it. Find a solution to saving time, nerves and money with automatic data capture systems.

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So much database types as well as system weared. Where the system have to support execution of work but in other matter will very complicate in the case of reporting system, because possibly one of the problem of datas amount which so much, disagree with used systems. It is of course become dilemma in making of reliable report and data integration which earn to be trusted.

Challenging from qualified management data is a[n critical component concerning business guarantee. In this time many technologies supporting from various aspect of " extract, transform, load and ( ETL) process, is but designed especially for the examination of, authentication, and sweeping for the things assuring qualified data. Technology like that have to can access and refine / tapping data of any source, including former data and data system of non-relational. That have to provide a[n step make an audit of when testing data to ascertain the integrity of and identify all and anomalies of inconsistencies. That Thing have to convert, cleaning, readjusting, and strengthening data is such as needed. Also have to can unite and clean ( data cleansing) in final repository, providing analysis and give report detailedly and summary. Finally, can walk very efficient, timely, costeffective in processing data.

Trust of data which do not consistence, complete ketidak or mistake of data can become " Risk Business" unacceptable. Data quality is a[n vital component as guarantee of[is continuity of company business. Quality of bad data can endanger attainment of efficiency and target of operational system. That Thing also can erod value of business information system, above of him entrust to make decision. based on decision is bad data, can cause monetary loss directly, destroy network, and destroy company credibility. Some companies recognize data as strategic asset, leader of business hold responsibility to ascertain correctness, quality of, and reliability of information.

In a Data Base figuring in more than 20 million data archives, prima facie strength [is] efesiensi shortened process time, delivery of data ( Extract), Transfer of into other form ( Transform) and Inclusion / Import ( Load) – ( ETL Process). The same as sweeping of effective data, conversion, and authentication is important for the success of than equipment of Data Base.

Data of Cleansing is covering some processes as follow:

1. Data Definition

Intake process ( Extract) Data of Database and or from other system, from various format type and data base type like Oracle, AS400, Dbase, Foxpro, SQL, Excel, Text, and others). Data Extract can be conducted by 2 methods:

• Direct Method
Data taken by connect is direct the than Database, with snapshot technique – only read henceforth to process.

• Indirect Method
Data taken indirectly from Database conducted process degradation of Data beforehand to format . txt henceforth to process.

2. Verification and Data Integration

Process Verification Data is process inspection of data per record pursuant to the data type and field of like format of date, ascii, numeric. etc
Target of process the data verification is to ascertain entire/all data to be processed have as according to format of Source got Data of Text / Database..

3. Data Cleansing

Process Data of Cleansing, in this case that is doing standardization in entire/all database to be content than the data base as a whole according to the format form or standard of [is] same, like determination :

• Writing of Block letters / Lower Case
• Writing of title
• Uniforming of Abbreviation word
• Tanda baca (Ex : – _ . , ; and etc)
• Conversion Letter of Romawi (ex: V = 5)
• etc

4. Data Identification

Process identify can be done by using some conditions pursuant to fringe which have been determined. As for obtained result from identifying data earn like.:

• Active Customer number
• Customer Non Active (based on criteria)
• Data Duplication
• Single Data

5. Data Matching

Adjustment process or adaptation of data ( ” Match” or ” Note of Match”) pursuant to some alternatives like :Nama Customer dan Alamat Customer
• Customer Number
• etc

I’m just a simple human being, trying to be different from others. In fact, why should I have been same. For 6 years until now, I am a application developer.

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