Posts Tagged ‘user models’

There’s a Graph for That!

Tuesday, December 3rd, 2013

According to Murthy Nukala, “any marketer who doesn’t have a graph within the next twelve months will be at a permanent competitive disadvantage.” That’s a pretty ominous warning, particularly when most marketers have no idea what a graph is, let alone how to use it.

coloured-lines

Graphs are a useful way to represent relationships between things. And the World Wide Web is called a Web for a reason: it is a huge network composed of pieces of content and links among them. So it isn’t surprising that graphs are being used everywhere in IT these days to represent particular kinds of relationships among types of content living on the Web.

Since every kind of relationship among things on the Web seems to have its own graph, it can get a little confusing keeping them all straight. That also makes it hard to determine which of those many graphs could be important to you and your business.

You might find it all befuddling enough to develop graphophobia and just ignore them all. That would be a shame, because leveraging these mysterious graphs could truly revolutionize your business.
Here I’ll connect some of the dots and help you understand what graphs are and why they are important. (more…)

User Modeling for Personalized Content Services

Tuesday, August 27th, 2013

usermodel

Developers have long created software that customers use directly. But now, we’re creating solutions that incorporate internal representations of end-users and adapt to individual needs.

In this post, we’re going to introduce you to the most important component in your solution stack, the user model, explain why it’s so important, and show you how to incorporate user modeling into your solution.

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The Myth Behind Big Data and Privacy

Tuesday, June 11th, 2013

We know what personalization means and the compromises it imposes on our individual privacy.

Or do we?

This is perhaps the most insidious myth among the technorati: In order for people to benefit from advanced and personalized technologies, they need to compromise their individual privacy.

This idea is remarkably pervasive and damaging, driving both consumers and businesses away from the opportunities of personalization and next-generation information services.

In this post, I’m going to introduce you to the myth and the underlying villain, Big Data. I’m also going to argue that innovation is a much better path forward than evil, or doing nothing at all.
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How to Train Your Personalization Dragons

Wednesday, May 1st, 2013

I love this post by Joshua Fruhlinger, Please don’t personalize me. I know who I am. It captures a sentiment that many of us share (1) (2) (3). Joshua provides a wonderfully non-technical and simple summary:

I know who I am. I don’t need Facebook or Google or Microsoft or Apple or anyone else to collect data and tell me what I’m interested in. I’m pretty sure I know what I like and don’t like.

It’s a great point: Not only are big data approaches to personalization privacy-invading and offensive, they don’t work very well!

dragons-1There are much more direct and transparent ways to approach the opportunity of personalization. A system that allows you to be the master of your interests is self-empowering.
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