Collective Intelligence as a process of aggregation

Collective artThe most referenced concept of “Collective Intelligence” is the one of the MIT Center of Collective Intelligence (CCI): “Groups of individuals acting collectively in ways that seem intelligent”. I already said that it seems to me a weak definition because it is too vague and because it has a limited operative value.

I understand the reasons of the CCI to define a conceptual framework as flexible as possible, especially considering that it is indeed an emerging area of ​​study and it is intended to highlight the inter-disciplinary nature of this field. But even so, I think that trying to fit all the possible definitions in a politically correct one leads to a decaffeinated definition, whose main weakness is that it is not useful to discern.

A good concept is not one that tries to adapt to all existing perspectives, but the one that helps to understand the limits of the identity of something, that is to say, what do we leave inside and outside of the subject we try to define. In fact, often the most effective way to test the reliability of a concept is to see how much it helps to leave things out, that is, it serves to discern.

In my last post I proposed an alternative definition of “collective intelligence” with which I feel more comfortable: “Capacity of a group of individuals to collaboratively optimize the decisions that affect them as a group“, but I said that I would continue sharpening the concept until finding one that convinced to me at all.

I’m working on it, so after testing my previous definition in new situations, I noticed that it is incomplete, it needs something else; and at the same time it may be too restrictive in some aspect.

Regarding the first point, I state that a distinctive property of Collective Intelligence is the “emergency”, i.e., it must occur an effect of “aggregation” of information to emerge a “collective” result or behavior that is new, different from the mere sum of the individual opinions.

In short, what we call “collective intelligence” is essentially a process of “aggregation” (including synthesis, to be more exact) that allows the result to be the “group’s point of view” rather than a loose collection of personal perspectives.

A group that really works as a group, that is, that activates aggregation mechanisms to combine the individual contributions and it translates them in a common decision, it is indicating a certain degree of “collective intelligence”. It can be better or worse depending on the quality of these interactions and the effectiveness/efficiency of its aggregation mechanisms. Conversely, if the group expresses itself to a problem as a dispersed collection of points of views, without coherence and uniqueness in its ability to decide, then we would be talking about something different.

In my opinion, the property of “emergency” (i.e. something new is generated at group level) is so critical as a tool of discernment, that I want to correct my previous definition to propose this one:

Collective Intelligence:

Capacity of a group of individuals to collaboratively optimize the decisions that impact them as a collective, through aggregation mechanisms that generate a behavior distinct from the mere sum of its parts.

The second doubt concerns whether the adverb “collaboratively” may be too restrictive. This is a dilemma that generates enough discrepancy, which has been postponed pragmatically in order to understand the IC of the most flexible way to fit it all visions.

The question that I attempt to respond is this: Can we improve o amplify the “collective intelligence” by means of processes in which the participants are not conscious to be interacting to each other? Or simply put: Can we conceive the Collective Intelligence without collaboration?

I know that this dilemma is complex, so I leave it for the following post 🙂

Note: Read this post in Spanish (Lee este post en Español


  1. I really wish there were more arlteics like this on the web.

  2. Fantastic Stuff, still I would have to declare that given the abundance of views this has had it will be worth meditating about trying to develop the spelling and the english! Produced a pretty good read though, skillful stuff.

  3. I would totally buy one in my size too! Or better yet, matching ones for me and my daughter! Ahh, how cute would that be?! Have you thought about maybe opening an Etsy shop? (Well.. obviously not two days before you have a baby! But keep it in mind for later maybe..)Your work looks so professional! Unfortunately, every knitting attempt I go for ends disastrously. So I’ve given up for good. I’ve resorted to admiring other people’s work from far, far away. Sending tons of well wishes your way!

  4. Deadly accurate answer. You’ve hit the bullseye!

  5. It is always easiest to think of culture in terms of consumption, but you’re right that there’s more to it. Culture is about an entire environment that affects you, and that you affect.On the other hand, all the critics of globalization seem to view culture from the consumption perspective–if we can just keep out Baywatch, we’ll be able to preserve our precious culture.Now I hate Baywatch as much as the next guy, but if David Hasslehoff is capable of toppling your civilization, maybe it deserves to be toppled.

  6. I've been obsessed with the Mask of Gonda for so long but it's proven quite difficult to track down in the States. The smaller version is just as beautiful! Thanks for introducing me to Lapponia.Big fan, keep posting!

  7. Larisa – that quote totally describes my son – so thanks and I will remind him. Thanks for the reminder as well that it only takes one teacher – true words. I think we’ll print up the quote and put it up on the refrigerator along with the one “I would rather die than drink from the cup of mediocrity!” thanks so much for reading.

  8. You actually can edit the page slug during the edit process. Once a draft is saved (either manual or automatic), you can edit the page slug. It is located between the page title and the body. You don’t have to publish.

  9. Hello, please could you answer me 2 questions about the ModBook…?1. If there are problems with bluetooth, does it mean, that it is impossible to use bluetooth Apple mouse with ModBook? (Sometimes I would like to use mouse instead of pen)2. If there are no Shift key, how it is possible to – for example draw the cyrcle in Illustrator? Is there some possibility to do this (without external keyboard)? I hope so… I can imagine to work without any other keys, but Shift, Alt and Command are necessary.Thank you a lot for the answer…

  10. Business Cooperation – Buy Your Web site Traffic

    How to make more money with your web site ?

    Media Advertising Platform runs the #2 largest contextual ads program globally and can generate a great deal of revenue for your website.

    You will get high converting ad design options, the ad units look like navigation menus, so it will result in a very high Click Through Rate.

    You’re also permitted to place ads in sticky or fixed sidebar zones.This is a HUGE benefit. You cannot place Adsense ads in a floating/fixed/sticky sidebar zone.

    Go here to sign up (reward 10% revenue for first 3 months) :

    {Thank you|Thanks|Thanks a lot,
    Valery Wakenight

    IMPORTANT: Remember to ask your customer service representative to help you {optimize|improve} ads,their ad design will dramatically increased {revenue|income|earnings}!!

    *Unsubscribe*: Reply “NO”

  11. Pingback: 해외축구중계

  12. This is Quicken’s best phone number, the real-time current wait on hold and tools for skipping right through those phone lines to get right to a Quicken agent. Visit Here:

  13. Pingback: 우리카지노 사이트

  14. Pingback: 루비카지노

  15. Pingback: porn fast fuck

Leave a Reply

Your email address will not be published. Required fields are marked *