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The First Steps Towards Asimov's Psychohistory?

lawrencekhoo writes "The Chronicle of Higher Education has an interesting article about the Gottman Institute's (a.k.a. the love lab) work on modeling the dynamics of marital conversations. These models are described in John Gottman et. al.'s recent book The Mathematics of Marriage: Dynamic Nonlinear Models (MIT Press). Should be an interesting read for anyone who ever wondered if human interactions could be mathematically modeled."

19 of 293 comments (clear)

  1. The married life by mao+che+minh · · Score: 5, Funny
    "...modeling the dynamics of marital conversations.."

    Most marital conversations I witness involve ditching the kids, how much the man drank with his buddies last night, why the hell is he always looking at her bimbo sister with big boobs, and for what reason did the woman decide that it would be a good idea to pay $100 for that purse.

    1. Re:The married life by infinite9 · · Score: 5, Funny

      Unmarried huh? You almost got it.

      What she says:

      1. How do we ditch the kids?

      2. Why do you pay more attention to your buddies than me?

      3. Why do you pay more attention to that computer than me?

      4. Do you think that woman's attractive?

      5. I can pay $100 for a new purse, but you can't pay $49.95 for a new game (see #3)

      6. You don't care about my feelings.

      7. You're not sensitive to my needs.

      8. Why don't you do something constructive.

      9. Rub my feet.

      10. Do we have to do that again? Why can't we just cuddle?

      What I say:

      1. How do we ditch the kids?

      2. Would you please stop grooming me!

      3. Would you please stop parking in the dead center of the garage!

      4. Would you please stop falling asleep in the dead center of the bed!

      5. Not everything is cooked on 10.

      6. For the last time, here's how to use the tivo.

      --
      Disconnect your television. Do your own research. Draw your own conclusions. They're probably lying. Don't be a sheep.
  2. non-register link by Anonymous Coward · · Score: 5, Informative

    Here.

  3. Finally! by still_sick · · Score: 4, Funny

    "Should be an interesting read for anyone who ever wondered if human interactions could be mathematically modeled."

    Finally, an answer to the question that has kept me awake at night tossing and turning for the past 17 years!

    --
    ...Also, I didn't know Buggalo could fly.
  4. The SIMS by kermyt · · Score: 5, Funny

    Mathmatical modeling of human relationships?
    I thought that was the Sims!

  5. Psychohistory? by Anonymous Coward · · Score: 5, Insightful

    Didn't Asimov's psychohistory require are certain minimum population (like 8 billion or something) before the methods were effective? IIRC knowledge of psychohistory was also supposed to affect the outcome in unpredictable ways.

    Just goes to show how research dollars are being wasted these days. How about asking the couples why they split up. Or better yet, face the truth: Our overpaid, spoiled population has unreastic expectations about marriage and life, and they'll continue to be miserable, materialistics wretches until the day they drop dead while choking on a cheeseburger.

    Fourth Post!

    1. Re:Psychohistory? by gonzo_bozo · · Score: 5, Informative

      Yep. Here's what the master said:

      "Psychohistory dealt not with man, but with man-masses. It was the science of mobs; mobs in their billions. It could forecast reactions to stimuli with something of the accuracy that a lesser science could bring to the forecast of a rebound of a billiard ball. The reaction of one man could be forecast by no known mathematics; the reaction of a billion is something else again."

  6. Time for some Metaphysics by Michael's+a+Jerk! · · Score: 5, Interesting

    Here is An Interesting Essay on Psychohistory, discussing how it could be achieved.

    --

    I'm not Seth.

  7. Psychohistory was terrible science by seldolivaw · · Score: 5, Insightful

    And even Asimov admitted it. The theory was as follows: although individuals and small groups of people are impossible to predict, large groups of people will, statistically, behave in a predictable way to the given conditions. Thus, by modelling the influences on large groups of people, you can predict their reactions, and thus predict the future course of social history.

    This has a lot of intuitive weight. A few weirdos may do unusual things, but the society does seem fairly predictable. However, there's loads of things it doesn't take into account.

    Most important is statistical probability. Even if you base all your decisions on 95% probability results, the probability of you being right every time gets lower as you go along. In fact, after just 14 decisions like that, the probability is less than 50%. In the Foundation saga, Hari Seldon (a favourite of mine, obviously) uses psychohistory to predict events hundreds of years into the future -- which couldn't happen, even with only 1 decision to predict per year. In the books, Asimov resolves this using the Second Foundation, who (secretly) guide the progress of society to make sure everything goes to plan.

    The second is, simply, new ideas. You can base a model of future history on populations and variables if they are known; but with the future there are too many unknowns. What if someone invents a new weapon? Or faster ships, meaning planets get colonised faster than you expected? Or new medicines come out, increasing life expectancies enormously? Or conversely, what if we lose some of the technologies we have now? The kind of prediction in psychohistory only works in a stagnant model.

    Again, you can fix this using the Second Foundation bodge, so the books are believable. But the science itself is just not rational.

    1. Re:Psychohistory was terrible science by Frostalicious · · Score: 4, Insightful

      Most important is statistical probability. Even if you base all your decisions on 95% probability results, the probability of you being right every time gets lower as you go along. In fact, after just 14 decisions like that, the probability is less than 50%.

      You don't have to be right every time to predict trends. If we are flipping a coin, I have only a 50% of predicting the next flip. But I can be quite confident saying that after 200 flips, you are going to get about 100 heads. More repetitions work in my favor, and I can predict more accurately.

      Statistics supports your first statement, it doesn't detract from it.

    2. Re:Psychohistory was terrible science by buyo-kun · · Score: 4, Informative

      Statistics supports your first statement, it doesn't detract from it.

      Actually, I'm pretty sure you're wrong, the thing is, when you're flipping a coin the past results don't effect the future results. In psychohistory, the past effects the future, so if you predict a city falling, and a new city coming into existence and making a war fleet and the city never falls, just by chance, it messes up your results causing your plans to mess up.

    3. Re:Psychohistory was terrible science by abhinavnath · · Score: 4, Insightful

      Psychohistory was intended to be exactly analogous to thermodynamics. Both sciences study particles whose individual behavior cannot be predicted, and both are inherently based on statistical mechanics.

      Now thermodynamics only works because the number of particles in any real-world system is so mindnumbingly large. If we tried to predict the behavior of only (!) a million or a billion particles, you're right, the errors would add up pretty quickly. But by using a sufficiently large sample size, we give the system so many states that deviations from the average become essentially neglible.

      When Asimov conceived of psychohistory, one of the most important characteristics of the science was that the sample size needed to be inconceivably large - quadrillions of people spread over half a million worlds. IIRC, this was in fact one of Hari Seldon's first postulates. (The second was that the people in the system could not be allowed to learn that their actions were predictable.)

      Also consider that psychohistory was not used primarily to predict the actions of the Foundation: the sample size was too small and the Foundationers knew they were being tampered with. Psychohistory was used instead to analyze the future of the Empire in general and the barbarian kingdoms of the periphery in particular.

      As you might have guessed I'm a big fan of the books and all of Asimov's writings. His writing style was not what you would call sublime, but you can't beat his production of great ideas and well-conceived universes.

      --
      My other sig is also a .Porsche
    4. Re:Psychohistory was terrible science by quantaman · · Score: 4, Insightful

      Even if you ignore the declining probability it still doesn't work. The problem is that is works with mob phsycology but forgets that mobs are usually led.

      What would of happened if Hitler was killed in WWI?
      The rise of Nazis easily may not of happened if Hitler wasn't there or if the Nazi's had a leader who was a little more sane they may of won the war.

      What if the Soviet leader didn't yield during the Cuban missle Crisis?
      Maybe nuclear was.

      What if Napolean or Genghis Khan never existed?
      Would their nations still have fought the wars they did? What if Napolean got more sleep band made some better military decisions?

      What if Washington was a nutcase and the US was a third world nation today? (assume Canada didn't conquer them ;)

      Heck what if somebody if Florida knew how to design a ballot and Bush wasn't elected?
      How different would the current world situation be, maybe Iraq wouldn't of been invaded, maybe even 9/11 wouldn't have happened.

      When it comes down to it the path of society is decided by individuals. Sure for things to occur some pre-existing social conditions have to be there (government in complete disorder in Germany and county broke). But a HUGE amount depends on the whims of powerful individuals. I can't see psycohistory working.

      On the other hand some general rules on crowd control and being able to control some powerful people could be very useful.. Conspiracy theory anyone?

      --
      I stole this Sig
  8. From the article... by gusnz · · Score: 4, Funny

    (BTW: a working link)

    scoring each sentence and facial expression on such measures as disgust (-3), affection (+4), whining (-1), and contempt (-4).

    Aargh! They've discovered the Slashcode 3.0 moderation system! Someone stop them before it's too late!

  9. not only that... by Hubert_Shrump · · Score: 5, Funny

    This will kick open the doors for plenty of old-school D&D action!

    Wife attacks! You are wounded in the (rolls die) pride.

    Don drunkenness.

    Roll die for level of drunkenness.

    7

    Your wounds' severity subsides.

    Go out in shop, try to put lawnmower back together.

    Wife follows! She is on the phone with your sister! Sister attacks!

    --
    Keep your packets off my GNU/Girlfriend!
  10. i feel so, so sorry by circletimessquare · · Score: 4, Funny

    for gottman's wife

    --
    intellectual property law is philosophically incoherent. it is your moral duty to ignore it or sabotage it
  11. The Calculus of the Girlfriend by ArmorFiend · · Score: 4, Insightful

    I do apply a semi-algorithmic approach to dealing with my girlfriend. I find it works very well.

    Sometimes she tries to step in and run my life. Sometimes she assumes her priorities should override my priorities. When that happens I express what is important to me, and stick to my guns.

    Other times, and frankly more often, I don't have priorities of my own, and I'm happy to let her have her way.

    Still other times, I try to get her to prioritize my concerns above her own. When that happens, she usually tells me to get bent. This is good.

    When there are attempts to control some issue, I try to quantify how important it is to me, and how important it is to her, and let that be my guide. Its important to rely on one's own internal assessment of priority, because of course if you ask her how important something is, its typically infinity. ; )

    God and/or monkeys created each of us to live OUR OWN LIVES. I see many people screw up their lives because they try to live for someone else (or worse yet, something else). This results in lost years and stunted freaky damage. Ya gots to get out there and defend yo turf, man.

  12. Psychohistory by br00tus · · Score: 4, Interesting
    I was reading Paul Krugman (the economist) recently and he talked about how Asimov's idea of psychohistory mesmerized him at a young age, to the point of being a history major - but then he realized if you really wanted to use mathematics to model human behavior, economics was one of the best ways to go. Krugman is a liberal, and praises liberal economic policies. He also has some positive things to say about conservative economicists like Milton Friedman and their ideas. But he calls economic ideas to the right of them (supply siders) kooks, and Marxist economic ideas to the left of him kooky as well. He goes into a lot of detail about why supply side ideas are bad, but very little about Marxist economic ideas. There is a logical coherence to this - supply side ideas have been put into policy at various times since Reagan took office, while Marxist economic ideas are not even that influential in Chinese society any more. I suspect Krugman knows very little about Marxist economic ideas although he bashes Marxist economics all the time. Which is ironic because....psychohistory is Marxism! Or I've always considered it as Asimov's parody of the Marxist idea of historical materialism. In the 21st century, especially in the United States, people don't know the first thing about Marxian ideas, except that the USSR and China embraced them, and that in those countries ownership of capital was in the hands of the government, not the capitalist class. But I guess in New York City's Jewish community in the early 20th century, these kinds of ideas circulated around and I'm sure Asimov was familiar with some of these Marxian concepts.

    Marx was a philosopher, a historian and an economist. As far as this is concerned, it is Marx the historian we are concerned with. Marx had an idea called historical materialism, which was very much like psychohistory - that there is a scientifically identifiable march of history. He saw society as moving through stages - slave states (like the Roman Empire, or the early US), feudalism (like medieval Europe), and capitalism (a new system borne not long before Adam Smith wrote Wealth of Nations). He saw workers moving from being slaves to serfs/peasants to proletariat wage slaves. He saw the next stage as socialism, the workers seizing the means of production and the state for their own use, and then the stage past socialism, communism, where the main dictum would be "from each according to ability, to each according to need", where there would be no nation-states any more and so forth.

    Anyhow, I haven't read The Foundation trilogy for a while but it would be interesting to see what I get different from it now that I know some more about socialism than I did then. For example, when I first watched the movie Spartacus directed by Stanley Kubrick, I though it was a good movie by Kubrick about gladiators with Kirk Douglass and Laurence Olivier. But with a more full perspective, I can see what a radical movie, with radical ideas spoken by characters, that Dalton Trumbo wrote - I think the radicalness of it is missed by a lot of people since they're not waving red flags and so forth, they're just speaking English. Anyway it's interesting.

    As a footnote, I'm aware of Marx's historical materialism but that doesn't mean I necessarily agree with it. Marx's ideas started being put into practice in 1917 - and five years later, Mussolini marched on Rome, the beginnings of fascism in Europe. From the 1930's through 1950's, a lot of leftists - Gramsci, Wilhelm Reich, the Frankfurt school, asked themselves - what happened? Why didn't Marxism work the way we thought it would? This doesn't just mean what was wrong with the Soviet Union, but why didn't Marx predict a fascist movement coming into existence, largely as a counter-force against socialism (sort of similar to the Jesuits and counter-reformation springing into existence not that long after Luther nailed his theses to the Wittenburg church). This is

  13. I will say it only once... by fferreres · · Score: 4, Insightful

    For any conceibable behaveour there is a mathematical way of fitting the behaveour with a certain degree of probability. If something is not pure noise, then there must be some way to formalize it, though language itself or in mathematical notation.

    This works, of course, don't add much value because they never explain how or why things are like that. With physics you don't have to explain the basic laws, they "just are", but with everything else, you better have some explanation of some sort because, in reallity, they are nothing more than constructs based on physical constraints.

    On the other side, it might be funny to see how some people could see these formalizations as expressing more or being more accurate than "plain verb" explanation. "If it's hard to understand then it's real science!!" (wrong!)...

    Just my thoughts so (I am biased yes, I've seen to many quantitative economics to believe equations express more just because the math is hard...they usually don't).

    --
    unfinished: (adj.)