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Davide Avella

Davide Avella

Graduated masterful in “Business and Public Communication” at the University of Salerno, he is earning a master in "Big Data and Social Mining" at the University of Pisa.

Read Through The Lines In Reviews With Sentiment Analysis

Davide Avella,

Did you know that out of the five senses at our disposal, hearing is the only one which can switch on and off at will? We can't choose not to see or not to taste, but we are perfectly unable to listen. Or rather, we can hear without necessarily listening. And this is where we draw our conclusion: if hearing indicates a passive process, listening requires attention and cognitive effort.

The effort involved in listening to their customers is one of the things that distinguish successful businesses from those that aren't. In a world where line between online and offline are blurred, the retail sector also finds new spaces and channels to reach consumers and develop new ways to shop: e-commerce portals, social media and more.

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On Your Customers' Tracks: Retail In-Store Tracking

Davide Avella,

Wayne Enterprises has always been involved with cutting edge technology. Even more, it allows them to be unconventional; just think of the Batmobile. It's a hybrid between a car and a tank. And then, there's also the other gadgets Batman uses in his missions.

The Batmobile is just one of the many weapons available to the Dark Knight to fight the bad guys across Gotham City. And just as the film came out in 2008, GPS also started to gain popularity and came in service of justice.

While the Joker was out playing his sadistic games, Batman tracks him through the cell phones of various people to build a dense network of links on the map. Basically, he was able to monitor any suspicious activity happening in Gotham City.

The fact that smartphones are powerful monitoring tools is clear to everyone. What may be unclear is that the ability to monitor a person's comings and goings can be a very interesting source of information not only for Batman and (or villains) but also for retail managers.

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Technologies Used For Data Mining: Sentiment Analysis

Davide Avella,

There are so many searches on Google, and they are quite diverse. Recently, the list of the popular queries made on the popular search engine was published and the results were really quite surprising.

You can try guessing what could be on the top ten but most likely, the results will be far from your expectation. Questions like "What are the official languages of the Netherlands?" probably won't be within the top 100.

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Minimize Damaged Goods by Adopting Business Intelligence in the Supply Chain

Davide Avella,

Throughout the United States, even in Springfield, it's impossible not to spot at least one convenience store. In the city of the Simpsons, it's called "Jet Market" and it's managed by Apu Nahasapeemapetilon. He's the unfortunate and frequent victim of regular robberies by some of the worst characters of the famous animated series.

Among the many problems that Apu's business is experiencing, there's one that happens more frequently than others. Stacked on his shelves are dozens and dozens of expired products. To "solve" the problem he either corrects the date to extend its life by a few more days or he puts them under special offers. The ultimate goal is to trick the most gullible, such Homer Simpson, into buying them.

However, the strategy does not bring great benefits. Homer is not the only inhabitant of Springfield after all, and as expected the shop lands in hot water.

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Using Sentiment Analysis in Retail Improve Product Perception

Davide Avella,

It's staggering: 450,000 tweets, 3.5 million Google searches, 16 million text messages, 150 million emails - this is just a small part of what happens every 60 seconds on the Internet.

Despite these huge numbers, they're just a small portion of all the words that flood the net! Text, in general, has always played an essential role in communication. Now that customer interaction has shifted from the shop counter to the virtual shelves of e-commerce sites, the explosion of text data translates into several opportunities for retail as well as new challenges for analysts and communication experts.

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How Can You Use Business Intelligence For Retail?

Davide Avella,

"It only took a few years for Big Data from being confined solely to business strategies. Now, it affects everyone's lives, transforming every process! The world of traditional retailing has given way to a new way of selling that has devoured and reworked all the previous models. A Business Intelligence strategy in retail is no longer an innovative choice, but a real need for those who want to market themselves. "

Believe it or not, this excerpt has been taken entirely from an article that will be published in the future, guaranteed, by 2020. The past of a future blog is our present. This will happen for sure; to some, earlier than others, but only for those who can ride the wave of the new and inevitable revolution.

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What-If Analysis in Business Intelligence

Davide Avella,

What-if analysis is definitely an important tool for making business decisions. It's also frequently heard of in the world of music, most recently, What If by Coldplay.

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What is OLAP Cube: Unboxing Business Intelligence

Davide Avella,

Frustration, anger, a deep-seated desire to throw it away - these are just some of the feelings you might encounter when you're reminded of a Rubik's cube. 

Nonetheless, interest in solving Rubik's cubes resulted in many guides and tutorials. Human nature, and its boundless drive for conquest, I suppose. It's impressive when you think that a Rubik's cube can have 43,252,003,274,489,856,000 combinations and yet only one correct solution. This is why solving them aren't just interesting for humans but also robots. 

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War, Data and Storage: The Art of Business Intelligence

Davide Avella,

Historians may not collectively agree, but if we looked through the personal belongings of Napoleon, Mao Zedong or the General MacArthur, we may find a little book written centuries ago in China: "The Art of War" by the Chinese general and philosopher Sun Tzu. It's a book that has marked the military strategy in Europe and worldwide.

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Data Visualization: Secret of Getting Business Reports in Seconds

Davide Avella,
Resources are always limited, especially time. Saving time and costs through hours or days is important to any organization.
 
Organizations rely on traditional reporting from spreadsheets, different platforms, tables, and PowerPoint presentations. These are the tools that you will find in an inefficient and cumbersome reporting system.
 
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