Data Science

Showing 1-20 of 27

Travails-1000
Free Article

Big Data’s Travails Don’t Mean It’s Derailed

Executives are growing dismissive of Big Data’s value. Even the best companies can struggle to get good results from their data. But data isn’t getting smaller, it’s getting much, much larger. Corporate executives should look at what’s emerging from universities like MIT, where researchers are beginning to get answers to longstanding big questions in healthcare, public policy and finance.

Veronika Belokhvostova, head of Global Business Analytics at PayPal.

Mining Data at PayPal to Guide Business Strategy

“The kind of people we hire want to know that their work is not gathering dust on some shelf, but has a real impact on the company,” says Veronika Belokhvostova, head of Global Business Analytics at PayPal. And indeed, business analysts there are collaborating with business leaders to answer the “what should we do next?” question.

Image courtesy of Match.com.

Innovating With Analytics

A data and analytics survey conducted by MIT Sloan Management Review in partnership with SAS Institute Inc. found a strong correlation between the value companies say they generate using analytics and the amount of data they use. The creators of the survey identified five levels of analytics sophistication, with those at Level 5 being most sophisticated and innovative. These analytical innovators in Level 5 had several defining traits. This article explores those traits.

Jeanne Ross, director of the MIT Sloan Center for Information Systems Research

Do You Need a Data Dictator?

Some companies have a counting problem when it comes to data. Revenues, customers and leads can be counted the same way by all managers…or not. Director of MIT’s Center for Information System Research discusses the growing interest in data analytics and how one company that was in the red dealt with business unit heads all of whom were reporting profits.

advertisement

Image courtesy of Flickr user KJGarbutt.

Finding Value in the Information Explosion

Today’s companies process more than 60 terabytes of information annually, about 1,000 times more than a decade ago. But how well are companies managing the data and capitalizing on the opportunities it presents?

To answer these questions, seven IT research centers studied data-related activities at 26 corporations and large nonprofit organizations. The research shows that while the IT unit is competent at storing and protecting data, it cannot make decisions that turn data into business value.

robinson-data-storage-500

The Storage and Transfer Challenges of Big Data

A lot of the talk about analytics focuses on its potential to provide huge insights to company managers. But analyst Simon Robinson of 451 Research says that on the more basic level, the global conversation is about big data’s more pedestrian aspects: how do you store it, and how do you transmit it?

Image courtesy of Flickr user graysky.

All Fired Up in Massachusetts: The State’s New Wave of Big Data Companies

The state of Massachusetts is a major U.S. center of big data, says Stephen O’Leary, an M&A advisor with Aeris Partners and executive committee member of the Massachusetts Technology Leadership Council. It’s only poised to get hotter.

advertisement

Image courtesy of the US Army.

Quick Wins Help Avoid Culture Obstacles on the Path to Value

“The biggest predictor of success…has been when there’s a strong business sponsor involved,” says Randy Bean, co-founder of NewVantage Partners. Broad-based organizational support usually follows when the business sees how analytics will improve the top and bottom line.
K. Ananth Krishnan is chief technology officer of Tata Consultancy Services Ltd.

The “Unstructured Information” Most Businesses Miss Out On

Businesses’ ability to process numbers in “well-behaved rows and columns” goes back 40 years, notes K. Ananth Krishnan, chief technology officer of Tata Consultancy Services, one of the largest companies in India. Figuring out how to mine and process the information in text, video, and audio is the new frontier.

Image courtesy of Flickr user **Maurice**.

Putting the ‘Relationship’ Back Into CRM

Many think that the way to capture value through relationship marketing is to focus on the “good” customers and get rid of the “bad” ones. But there is more to best practice relationship management than maximizing revenues on individual customers and minimizing costs to serve. This article provides guidelines for companies that want to improve the value of customer relationships. For most companies, the transition to a relationship-based approach will require a significant shift in practice.

advertisement

Image courtesy of Flickr user Nathan Eal Photography.

Why Companies Have to Trade “Perfect Data” for “Fast Info”

Companies have been trained to think about data all wrong, say Attivio’s Ali Riaz and Sid Probstein. “Analytics don’t have to be based on super-precise data,” they say. “The report doesn’t have to be perfect. It needs to capture the behavior, not the totality of it.”

011-Social-Business-500

E-Procurement

During the e-boom of the 1990s, academics, consultants, executives and investors alike claimed that e-procurement, and its increasingly central role in supply-chain management, would revolutionize how future business-to-business practices would take place: Efficiencies would be improved and procurement costs reduced; the flow of information along the supply chain enhanced; strategic

015-Technology-500

Market Management to Transform the IT Organization

In recent years, there have been calls and prescriptions for business transformation.1 There has also been growing pressure for radical change in how the IT function is organized and managed. Rockart et al. captured the consequences of an agenda for reform in the IT function, and Cross et al.

Showing 1-20 of 27