Archive for the Tag 'crowdsourcing'

Preparing for the Unknown

Point: You may not be able to predict the future, but you can prepare for it by tracking early trends and staying open to disruptions.EMCONmagazineWebAtTwenty

Story: What will the web look like in 20 years? Stuart Miniman of the Office of the CTO at EMC Corporation asked me to contribute my thoughts on this, as part of EMC’s ON magazine celebration of the web’s 20th anniversary.

My predictions for 2030? I know that I don’t know, but I do follow some heuristics that are helpful regardless of which future materializes.

“You can’t predict the future,” said Google’s Eric Schmidt back in 1993 when he was president of Sun Technology Enterprises (a subsidiary of Sun Microsystems). “But you can estimate it.  Your estimations are based on understanding the model of technology.”  Schmidt’s mental model of technology involves looking at underlying drivers and expecting innovation from anywhere. “Don’t think your company is the best and will be the first to come with an innovation in your area.  That attitude will lead you to become blindsided.”

With that in mind, here are two trends I’ll be watching closely for emerging innovations:
* Geo-Spatial Data and Semantic Smarts

Consider these facts by Jeff Jonas, IBM Distinguished Engineer and Chief Scientist, Entity Analytic Solutions, IBM Software Group:

Mobile devices in America are generating something like 600 billion geo-spatially tagged transactions per day. Every call, text message, email and data transfer handled by your mobile device creates a transaction with your space-time coordinate, whether you have GPS or not. Every few minutes, it sends a heartbeat, creating a transaction whether you are using the phone or not.

The implications? Companies can use data analytics to learn unprecedented amounts of information on their customers (how far they travel, locations where they hang out, the people they hang out with). It may sound like big brother, but some consumers are already turning this into a big game and social lifestyle with the help of companies like Foursquare, Loopt, Brightkite, etc. There’ll be opportunities for companies to use this data combined with web-based data to serve their customers better.

With every device and service gathering more and more data and becoming more connected, systems will begin to “understand” the meaning of the data to give people what they want.  I don’t know if real AI will ever happen, but with all the available data, social tools, and clever people building clever companies, it seems that devices are going to act like they know the meaning behind the data and and take or suggestion actions to help you. For example, if your cellphone knows your calendar’s next appointment, your location, and gets the Tweets about the traffic jam on the highway, it can alert you to leave a little earlier or alert whomever you’re meeting that you’ll be late.

* Social/Distributed Decision-Making

Knowledge-intensive tasks such new product and service development will be aided by enterprise-wide collaboration systems with built-in voting, reputation systems, and predictive markets.  These concepts were envisioned by MIT Prof. Thomas W. Malone before the Web as we know it even existed. His publications, such as Computers, Networks and the Corporation, describe the organizational changes that networked computers would bring.

Tom Malone now heads the Center for Collective Intelligence at MIT. The center’s basic research question is:  How can people and computers be connected so that—collectively—they act more intelligently than any individuals, groups, or computers have ever done before?

I think one of the most powerful uses of the web in the future is for crowdsourcing and open innovation to tackle some of the world’s biggest problems.  Take, for example, that Innocentive just announced a GlobalGiveback Innovation Challenge Set to help solve some of the world’s water problems through open innovation. Other crowdsourcing platforms like ideas4all.com are enabling entrepreneurs to suggest product, service and business ideas to win funding.  The web will enable collaboration on a global scale that will let us marshal our creative energies to tackle global issues.

What do you think?

And, yes, whatever the future brings, there’ll be an app for that.

Action

  • Look for things that are becoming ubiquitous but aren’t being used as much as they could be.
  • Avoid self-centered attitudes about the future. Just because you don’t want to be tracked doesn’t mean others don’t want to be tracked or that someone won’t create a fun and rewarding reason to change your mind about tracking.
  • Look for chocolate+peanut-butter combinations like geo-spatial data + semantics.
  • Test out some crowdsourcing platforms (ideas4all.com is public and ongoing) to get a feel for how they work. Consider how you could apply them.

Sources:

EMC’s ON magazine: The Web at Twenty

Jeff Jonas: Your Movements Speak for Themselves

Eric Schmidt at the University of Colorado-Boulder, February 9, 1993

9 Comments »How-to, open innovation, Social Media

Measuring the Intangible

Point: Use publicly-available photos to shed light on tourist delightLos ojos del mundo (the world's eyes) by MIT senseable city lab

Story: Barcelona invested heavily to revamp the city to attract tourists for the Olympics and beyond. What places did tourists visit? What did they see and like? What did they tell their friends about? The city can measure tourism dollars, but the intangible experience of pleasure is harder to measure.

The Los Ojos Del Mundo (The World’s Eyes) project helps provide some answers. The project looks at the publicly-available photos on Flickr that people post of Spain. Using data mining and visualization techniques, team members from MIT’s SENSEable city lab plotted photos onto a map of Spain. The concentration of photos shows which places tourists deem most photoworthy and want to share with their friends.

Action: Consider what data is publicly available on your product, brand, or city. Flickr, Twitter and blogs are all rich sources of user-generated photos, opinions or reviews. Analyze which features or aspects of your product are displayed or mentioned. This data helps reveal how customers portray, experience or feel about your product.

For more information: See Los ojos del mundo (the world’s eyes) for full information on the project as well as additional photos, courtesy of http://senseable.mit.edu/worldseyes/press.html
Girardin, F., Calabrese, F., Dal Fiore, F., Ratti, C., and Blat, J. (2008). Digital footprinting: Uncovering tourists with user-generated content. IEEE Pervasive Computing, 7(4):36-43.
Girardin, F., Dal Fiore, F., Ratti, C., and Blat, J. (2008). Leveraging explicitly disclosed location information to understand tourist dynamics: A case study. Journal of Location-Based Services, 2, 1, 41-54.
For more on creative design and the field of information visualization: Information Aesthetics

6 Comments »Customers, How-to, Innovation, Metrics

Crowdsourcing the Sky

Point: Enlist hobbyists for mutual benefit3330710574_779de39b34_m1

Story: Every night, hundreds of amateur astronomers photograph the night sky. Some have joined the Astronometry group on Flickr to upload and share their photos with others. The Astronometry.net project created an algorithm that helps identify the celestial objects in the photo. Hobbyists who submit their photos get a clear identification of what they photographed. In turn, the automated astronometry project adds to its storehouse of knowledge of planets, galaxies and other space phenomena. Currently, the project is calculating the path that comet Holmes took through the sky.
This project shows that the average person can still make a contribution to astronomical science, without having high-powered equipment. “There’s a large number of excellent amateur setups out there, and they discover supernovae and minor planets regularly,” said project team member Christopher Stumm of Microsoft in an interview, “We believe that if the information generated by the amateur astronomer community is harnessed, we could build an open-source sky survey much faster.”

Action: Find a group of enthusiasts in your field of interest. Use social media tools they likely already use (like Flickr). Give them a benefit to participate in your project – it could be a direct benefit (like identification their photo) and or a broader benefit, like satisfaction of participating in the advancement of science.

For more information, see: Found in Space

Lulin Composite photo by Richie Jarvisuk

Lulin Composite photo by Richie Jarvis - UK

1 Comment »How-to, Innovation, Opportunity

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