Category Archives: behavioral targeting

Can Companies Can Learn Your Secrets?

Description:  “If we wanted to figure out if a customer is pregnant, even if she didn’t want us to know, can you do that? ”

Source: nytimes.com

Date: Feb 16, 2012

the-incredible-story-of-how-target-exposed-a-teen-girls-pregnancy

As the marketers explained to Pole — and as Pole later explained to me, back when we were still speaking and before Target told him to stop — new parents are a retailer’s holy grail. Most shoppers don’t buy everything they need at one store. Instead, they buy groceries at the grocery store and toys at the toy store, and they visit Target only when they need certain items they associate with Target — cleaning supplies, say, or new socks or a six-month supply of toilet paper. But Target sells everything from milk to stuffed animals to lawn furniture to electronics, so one of the company’s primary goals is convincing customers that the only store they need is Target. But it’s a tough message to get across, even with the most ingenious ad campaigns, because once consumers’ shopping habits are ingrained, it’s incredibly difficult to change them.  READ REST OF STORY 

 Questions for discussion:

  1.  Are there any ethical dilemmas to using big data in consumer services?
  2. What other commercial applications can you see for organizations in using big data?
  3. What skill would you need to be able to use Big Data in an organization that you work for

Your Secrets Companies Can Learn

Description:  “If we wanted to figure out if a customer is pregnant, even if she didn’t want us to know, can you do that? ”

Source: nytimes.com

Date: Feb 16, 2012

the-incredible-story-of-how-target-exposed-a-teen-girls-pregnancy

As the marketers explained to Pole — and as Pole later explained to me, back when we were still speaking and before Target told him to stop — new parents are a retailer’s holy grail. Most shoppers don’t buy everything they need at one store. Instead, they buy groceries at the grocery store and toys at the toy store, and they visit Target only when they need certain items they associate with Target — cleaning supplies, say, or new socks or a six-month supply of toilet paper. But Target sells everything from milk to stuffed animals to lawn furniture to electronics, so one of the company’s primary goals is convincing customers that the only store they need is Target. But it’s a tough message to get across, even with the most ingenious ad campaigns, because once consumers’ shopping habits are ingrained, it’s incredibly difficult to change them.  READ REST OF STORY 

 Questions for discussion:

  1.  Are there any ethical dilemmas to using big data in consumer services?
  2. What other commercial applications can you see for organizations in using big data?
  3. What skill would you need to be able to use Big Data in an organization that you work for?

Can Companies Learn Your Secrets

Description:  “If we wanted to figure out if a customer is pregnant, even if she didn’t want us to know, can you do that? ”

Source: nytimes.com

Date: Feb 16, 2012

the-incredible-story-of-how-target-exposed-a-teen-girls-pregnancy

As the marketers explained to Pole — and as Pole later explained to me, back when we were still speaking and before Target told him to stop — new parents are a retailer’s holy grail. Most shoppers don’t buy everything they need at one store. Instead, they buy groceries at the grocery store and toys at the toy store, and they visit Target only when they need certain items they associate with Target — cleaning supplies, say, or new socks or a six-month supply of toilet paper. But Target sells everything from milk to stuffed animals to lawn furniture to electronics, so one of the company’s primary goals is convincing customers that the only store they need is Target. But it’s a tough message to get across, even with the most ingenious ad campaigns, because once consumers’ shopping habits are ingrained, it’s incredibly difficult to change themREAD REST OF STORY 

 Questions for discussion:

  1.  Are there any ethical dilemmas to using big data in consumer services?
  2. What other commercial applications can you see for organizations in using big data?
  3. What skill would you need to be able to use Big Data in an organization that you work for?

Listen to Pandora, and It Listens Back

Description:  After years of customizing playlists to individual listeners by analyzing components of the songs they like, then playing them tracks with similar traits, the company has started data-mining users’ musical tastes for clues about the kinds of ads most likely to engage them.

Source: NYTimes.com

Date: Jan 4, 2014

online-music-services-compared2

A few services, like Pandora, Amazon and Netflix, were early in developing algorithms to recommend products based on an individual customer’s preferences or those of people with similar profiles. Now, some companies are trying to differentiate themselves by using their proprietary data sets to make deeper inferences about individuals and try to influence their behavior.

This online ad customization technique is known as behavioral targeting, but Pandora adds a music layer. Pandora has collected song preference and other details about more than 200 million registered users, and those people have expressed their song likes and dislikes by pressing the site’s thumbs-up and thumbs-down buttons more than 35 billion times. Because Pandora needs to understand the type of device a listener is using in order to deliver songs in a playable format, its system also knows whether people are tuning in from their cars, from iPhones or Android phones or from desktops.

So it seems only logical for the company to start seeking correlations between users’ listening habits and the kinds of ads they might be most receptive to.  READ REST OF STORY 

Questions for discussion:

1. Do you feel companies that are trying to differentiate themselves by using their proprietary data sets to make deeper inferences about individuals and try to influence their behavior is ethical? Why or Why not?

2.  If you were a company that had access to this type of data, how would you price this type of asset in the marketplace?  Who are your potential customers ?

Algorithms        iPhones or Android