Posts Tagged ‘Data Mining’

More “Business Intelligence” and less “Business Negligence” for businesses

Thursday, February 18th, 2010

Data Mining when implied smartly and correctly in your day to day business,is named Business Intelligence. According to Mr. Kevin Falconer, GM of local storage and networking distributor, Channel Data,” Most dealers and resellers are awash with valuable data that could make a significant difference to their bottom line, if used correctly.”

Data mining means extracting patterns from existing data. If this extraction process is applied to corporate industry many fruitful results can be seen. If, in a business administration or organisation, one keeps a note of the Sales, Market research, Customer’s requirements and complaints encountered and then mine this data to predict or identify patterns to understand the correct requirements of the customer and further fulfilling them. This will help boost the business and improve customer relationships.

This combination of data ming and business management is becoming cheaper as the computers and large storage disks used in this process are easily available now and at affordable prices. But, this process may also lead to the shifting of focus of providing service from the most profitable (minority) less percentage of customers to less profitable (majority) highly demanding customers. It is therefore vitally important to recognise profitable customers, and the characteristics that define them, Falconer argues. For example, changes in their purchasing behaviour can either present an opportunity to follow the trend, or a threat the company will promptly have to address. Accurate, up-to-date customer information will give sales staff many cross-sell, up-sell, and repeat-sales opportunities, he concludes. Unfortunately, this data is rarely analysed or put to productive use because many small business owners often neglect to apply core marketing principles to attract and retain clients.
As more and more data is mined and converted into knowledge historical patterns will crystalline and trend lines will become evident. Data mining, integrated into modern customer relationship management solutions are already enabling IT reseller businesses to grow the ‘lifetime value’ of their customers and so assume leadership positions in the IT industry – whether their target market is individual end users or corporate clients. Now which strategy will you choose? The good old Business Negligence or the fast developing Business Intelligence. When you have success at your door step.. Why not opening up the door instead of ignoring it?

[IT WEB]

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SAS: Leader in Predictive Analytics

Saturday, February 6th, 2010

SAS is the leader in business analytics software and services, and the largest independent vendor in the business intelligence market.  SAS predictive analytics and data mining solutions were evaluated by Forrester against 53 criteria in three categories through vendor surveys, product demonstration and vendor-reference interviews. SAS earned top overall ranking in all three categories — current offering, strategy and market presence — including perfect scores for functionality, professional services, licensing and cost, direction, and company financials criteria and has been named a leader among nine vendors in The Forrester Wave: Predictive Analytics and Data Mining Solutions, Q1 2010.

Today’s industry generates large volumes of data from all sectors such as  financial, retail,  factory, call centers, and customer products,  and so forth, SAS Analytics lets them realize the value within these growing volumes of data.

[Read more @ SAS]

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Pervasive BI Tool from Information Builders : WebFOCUS RStat 1.2

Tuesday, February 2nd, 2010

Information Builders, which  leads the pervasive business intelligence (BI) systems, announced the release of WebFOCUS RStat 1.2, an integrated modern BI platform that to create predictive applications.

Benefits:

It appeals to a broad group of business analysts and an operational employee because of it significantly reduces the “IT complexity” for non-statistically trained users. It has become a general-purpose data mining and statistical tool. RStat provides greater business benefits by enabling more employees at all levels in an organization to take advantage of a predictive solution and make better decisions. RStat 1.2 dramatically lowers the cost of predictive analytics. By fully integrating RStat with WebFOCUS, customers benefit from significantly lower costs of mining projects simply by providing efficient access to data. Ninety percent of costs in statistical and mining projects are in data access and manipulation — two activities that are easier with BI tools. Additionally, the integration on the reporting server lowers deployment costs by minimizing the need for additional hardware. Instead of having a statistical server and a BI server, RStat 1.2 enables customers to conduct both BI and predictive modeling from a single server. Having this type of integrated environment makes the deployment of a predictive scoring solution much simpler and faster than older statistical systems. Information Builders is providing RStat free for modeling and analysis services as part of its Developer Studio product.

What’s NEW:

The new features provided in this tool are:-

– Survival analysis – included as an additional statistical modeling technique and scoring routine with both COX regression and Kaplan-Mayer.

– Library of scoring routines – expanded to advanced models such as Neural Networks.

– Charting capabilities – expanded with new charts that are relevant for survival analysis.

– Testing – Traditional hypothesis testing methods, such as T and F tests, have also been added.

Website:

www.informationbuilders.com

DOWNLOAD:

http://techsupport.informationbuilders.com/

If you are an existing Information Builders customer and you have a standard Developer Studio (version 7.6.9 or higher) license, click here to download your free copy of WebFOCUS RStat now! Just log in and select Download > My Downloads/Shipments. Registration is required.

About ‘INFORMATION BUILDERS:

Information Builders’ award-winning combination of business intelligence and enterprise integration software has been providing innovative solutions to more than 12,000 customers for the past 30 years. WebFOCUS is the world’s most widely utilized business intelligence platform. It provides the security, scalability, and flexibility needed at every level of global extended enterprises. Its simplicity helps create executive, analytical, and operational applications that reach dozens to millions of users. Information Builders’ iWay Software suite provides state of the art, multi-purpose, pre-built integration components that address all SOA, application, data and information management requirements. Its integration adapters have been adopted by the leading software platform providers. Information Builders also offers solutions in the performance management, business activity monitoring, and enterprise search markets. The company’s comprehensive enterprise product offerings give Information Builders’ customers the ability to grow and innovate according to their needs. Information Builders’ customers include most of the Fortune 100 and U.S. federal government agencies. Headquartered in New York City with 90 offices worldwide, the company employs 1,450 people and has more than 350 business partners. More information is available at informationbuilders.com.

Also Lets listen to Chris Brady of DSC on WebFOCUS:

[webFOCUS]

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Tweet-o-Meter is fun

Tuesday, February 2nd, 2010

Image: http://www.casa.ucl.ac.uk/tom/ [Retrieved Feb 2, 2010]

The new Tweet-o-Meter is used to measure and visualize the amount of tweets sent around different cities. This tool allows us to pull in every 30 km area of any urban area. At the moment, the system can visualize New York, London, Paris, Munich, San Francisco, Barcelona, Oslo, Tokyo, Rome, Moscow and Sydney.

Tweet-o-Meter mines the data for later analysis relating to furthering our understanding of social and temporal dynamics for e-social science within the twitter demographic. The research is undertaken at CASA, university college London as a part of a wider survey tool as part of the NeISS project being coded by Steven gray, in association with urban Tick and Digital Urban.

The Tweet-o-Meter currently in beta mode updates every 10 seconds by displaying the city with highest number of tweets. A wider ranging system is being launched as part of a free data collection service via NeISS in the next couple of months.

It would be really cool to have real time graphs below which show either a daily or an hourly trend of the twitting happening around the world.

Is it true that, “New York is the city that never sleeps!”? Do Londoners send more Tweets than New Yorkians’? Is Oslo a bigger Tweeter than Munich? Is Tokyo as much into Tweets as Barcelona? Has San Francisco calmed down after all that talk about the iPad? Tweet-o-Meter Knows! But when will the Tweet-O-Meter enlighten us on this information? We should eagerly wait and watch.

Click on the link to visualize Tweet-o-Meter:

http://www.casa.ucl.ac.uk/tom/

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