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Modeling Urban Panic

Schneier is reporting that Arizona State University's Paul Torrens has been developing a computer simulation to model urban panic. "The goal of this project is to develop a reusable and behaviorally founded computer model of pedestrian movement and crowd behavior amid dense urban environments, to serve as a test-bed for experimentation." The simulation tests behaviors from how a crowd flees from a burning car to how a pathogen might be transmitted through a mobile pedestrian over time among others.

105 comments

  1. You need a simulation for this? by Anonymous Coward · · Score: 5, Funny


    The simulation tests behaviors from how a crowd flees from a burning car

    Hmmm... my guess is AWAY from the burning car.

    1. Re:You need a simulation for this? by evanbd · · Score: 4, Interesting

      Of course you do.

      Any time you want to answer the question "What will happen to X in the event of Y?" you either need to try it, or you need a model. Your model ("crowd moves away") probably gives correct results, but not detailed ones. If you want more detailed results, with answers to more detailed questions (How fast? Which direction? How does it change with pedestrian density? How do obstacles matter?) then you need a better model.

      If you want to improve pedestrian traffic, police response, crowd control... This model could be quite helpful.

    2. Re:You need a simulation for this? by trolltalk.com · · Score: 1

      "how a crowd flees from a burning car"

      Crowds don't flee from burning cars any more than they flee from the scene of a burning building - they stand around and gawk. Just look at the traffic jams as rubberneckers slow down to look at a car on fire on the highway, or even just smoke coming out from under the hood.

    3. Re:You need a simulation for this? by phobos13013 · · Score: 5, Insightful

      It could be, but I believe some parameters of the modeling AI need to be changed. Take a look at the massive crowd evacuating through the small aperture. The crowds on the fringe just stand there and pile up while the late-comers in the middle flow right through since the fringes dont move. In a real crowd (even under regular evacuation measures and not one in a "panic") would never go for this! People would constantly be trying to overcome the person not moving in front of them! The fringe individuals would immediately relocate to the center which is dwindling in length.

      I don't think this model takes a lot of human behavior into consideration. One requirement could be that the individuals never stop moving, they will always take the available (open) path towards the exit even if it is not the straight line path which they are lined up in queue for. It also doesn't take into the consideration of a possibility of a trample situation where perhaps a threshold value of energy from a surging crowd overcomes the resistance of the small group of slower moving individuals in front. But of course, this is a great start for a complex computational issue!

      --
      ...and it should be known by now
    4. Re:You need a simulation for this? by mangu · · Score: 2, Funny

      Crowds don't flee from burning cars any more than they flee from the scene of a burning building

      They certainly do, if they are inside.
    5. Re:You need a simulation for this? by thePowerOfGrayskull · · Score: 1


      The simulation tests behaviors from how a crowd flees from a burning car

      Hmmm... my guess is AWAY from the burning car.
      Not even close! The crowd will stand and gawp at the burning car.
    6. Re:You need a simulation for this? by trolltalk.com · · Score: 4, Funny

      Crowds don't flee from burning cars any more than they flee from the scene of a burning building
      They certainly do, if they are inside.

      ... and how the fsck do you get a crowd into a car? Round up a bunch of midgets at the local circus, stuff them in, toss some gasoline on them, and light it? That'll attract a crowd, for sure ...

    7. Re:You need a simulation for this? by Lumpy · · Score: 1

      Exactly, anyone that has ever witnessed a panic like that with a chokepoint that small knows that fights will break out, trampling of people will happen (add in about 6-7 dead children in the chokepoint) etc...

      There is ZERO civility in a panic, humanity regresses to animal instincts quite fast.

      --
      Do not look at laser with remaining good eye.
    8. Re:You need a simulation for this? by totally+bogus+dude · · Score: 0, Offtopic

      In that case, they flee from the perceived danger zone, and then they stop to gawk. Also you normally don't find much of a "crowd" within a single vehicle, unless you're in S.A.

      It's not so certain everyone inside the car would flee, in any case. For example, would Chuck Norris flee? I don't think so. Neither would MacGuyver.

      Natalie Portman probably wouldn't flee either, but that's just because her grits are already so hot she wouldn't notice the heat from the fire. If she actually saw the flames, she'd simply be too petrified to move.

    9. Re:You need a simulation for this? by Adambomb · · Score: 1

      Cmon man, clowns are people too, let them have a few niche simulations for their tricks with volume =)

      beep beep!

      --
      Ice Cream has no bones.
    10. Re:You need a simulation for this? by lazy_playboy · · Score: 1

      humanity _is_ animal instinct ;-)

    11. Re:You need a simulation for this? by NeverVotedBush · · Score: 1

      The fire at the Great White "concert" is a good example. There was a pile of people at the exit - choking it off - and they burned in place.

    12. Re:You need a simulation for this? by VShael · · Score: 1

      Yeah, funny, but truthfully not always.

      I was at a hotel in England a few years ago, which was packed. (Okay, it was the scene of an SF convention....)
      Anyway, around 2am, the fire alarm went off.

      The way the hotel was evacuated in an orderly non-panicked almost casual fashion, was pretty damn impressive.

      Therefore, I think the models need a modifier ( If British then Stiff_Upper_Lip++ )

    13. Re:You need a simulation for this? by sgt_doom · · Score: 1

      Stanley Milgram already did this research years and years ago. It's called FLASH MOBS.....

    14. Re:You need a simulation for this? by Anonymous Coward · · Score: 0

      Anyone see the goverment's use for this?

      The ability to see "what" they can get away with as far as a power trip goes.

    15. Re:You need a simulation for this? by snoddy · · Score: 1

      Hmmm... my guess is you live in a warm country.

  2. Ummmm... by $RANDOMLUSER · · Score: 1

    5) identify, if possible, the tell-tale signs of a peaceful crowd about to metamorphosize into a hellish mob;
    Post a story about Microsoft/Sony/SCO, that sort of thing?
    --
    No folly is more costly than the folly of intolerant idealism. - Winston Churchill
  3. Yes but can it model... by billius · · Score: 5, Interesting

    a zombie attack? And if so, can it compensate for the differences between slow-moving George Romero zombies and fast-moving British zombies?

    1. Re:Yes but can it model... by morgan_greywolf · · Score: 4, Informative

      Apparently, this can. (Linked in TFA)

    2. Re:Yes but can it model... by Amorymeltzer · · Score: 3, Insightful

      I think you might find this interesting, if you haven't seen it before. It's a cool little zombie infection simulation. Not complex, but has some cool ideas, such as having non-panicked people becoming panicked when they see another human who is panicked.

      --
      I live in constant fear of the Coming of the Red Spiders.
    3. Re:Yes but can it model... by Black+Art · · Score: 1

      What about SlashDot Zombies?

      --
      "Trademarks are the heraldry of the new feudalism."
    4. Re:Yes but can it model... by R2.0 · · Score: 1

      Add to that the really-fast-moving "I Am Legend" zombies. Say what you will about the movie; those bastards MOVED.

      --
      "As God is my witness, I thought turkeys could fly." A. Carlson
    5. Re:Yes but can it model... by jollyreaper · · Score: 2, Insightful

      a zombie attack? And if so, can it compensate for the differences between slow-moving George Romero zombies and fast-moving British zombies? And can the system tell the difference between a cult classic and a crass hollywood remake?
      --
      Kwisatz Haderach
      Sell the spice to CHOAM
      This Mahdi took Shaddam's Throne
    6. Re:Yes but can it model... by Anonymous Coward · · Score: 0

      That was my main complaint with the movie, the zombie animation/physics was a bit "unreal".

    7. Re:Yes but can it model... by R2.0 · · Score: 1

      I think the director backed himself into a corner by making the Dark Seekers more animalistic. In "Omega Man", the whole second half of the movie was about Heston interacting with articulate characters. But once Smith meets the zombies in "I Am Legend", there's really nowhere for it to go except violence and explosions. I mean, an extra 5 minutes with the captive zombie coming out of her state and being coherent would have added a whole dimension the directors just flushed down the action movie commode.

      --
      "As God is my witness, I thought turkeys could fly." A. Carlson
    8. Re:Yes but can it model... by BigBlueOx · · Score: 1

      Well, not to trumpet my own horn, but *my* simulation accurately simulated panic crowd dynamics across multiple solution domains.

      My simulation found that standing around waiting for the elite body-armored SWAT/SEAL anti-zombie strike force was the default human response even though the elite body-armored SWAT/SEAL anti-zombie strike force couldn't figure out to shoot the damn things in the head which was the obvious solution even to the chick with the shotgun who acts by looking through her eyebrows all the time.

      This default response has repeatedly instantiated across multiple simulation event cycles.

  4. Zombie Apocalypse by agrounds · · Score: 1

    This should make factoring the optimum escape path from the impending zombie apocalypse trivial!

    Does it account for transmission of pathogen by saliva?

    1. Re:Zombie Apocalypse by Anonymous Coward · · Score: 0

      Why don't you try this long established model.
      I remember the zombie infection simulation from years and years ago.
      Pretty slick flash animation, as I recall.

    2. Re:Zombie Apocalypse by Osty · · Score: 1

      Pretty slick flash animation, as I recall.

      You don't recall very well. The simulation was and is still a Java applet, not a Flash animation.

  5. didn't they do this... by notgm · · Score: 5, Funny

    didn't they do model this already in the Grand Theft Auto series?

    step a. pedestrian looks at event.
    step b. pedestrian throws hands in air.
    step c. pedestrian runs away.
    step d. pedestrian gets winded, approximately 1/2 block from event.
    step e. pedestrian forgets event.
    step f. pedestrian walks around aimlessly.
    step g. (sometimes) pedestrian's head explodes, becomes event triggering new step a.

    seemed pretty darn realistic to me.

    1. Re:didn't they do this... by Daimanta · · Score: 1

      Yeah, if you consider head-exploding people with sudden amnesia realistic.

      --
      Knowledge is power. Knowledge shared is power lost.
  6. well by Anonymous Coward · · Score: 0

    its quite simple really, you see first they set up a AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA OMFG RUN!!!!!!!!!!

    Lameness filter encountered. Post aborted!
    Reason: Don't use so many caps. It's like YELLING.

  7. I can answer one of these by Malevolent+Tester · · Score: 4, Insightful

    5) identify, if possible, the tell-tale signs of a peaceful crowd about to metamorphosize into a hellish mob;

    Riot police. I've seen several demonstrations turn violent, and every single time it was preceded by riot police either attacking people (I've seen Metropolitan Police TSG hit a pregnant woman for talking back to them), herding people into an enclosed space and beating those who try and get out or baton charging a peaceful crowd.*

    *This is not to say the police cause all riots, but they're certainly a factor in at least some of them.

    --
    If you haven't made a developer cry, you've wasted a day.
    1. Re:I can answer one of these by flabbergasted · · Score: 2, Interesting

      Ambrose Bierce defined it best in his "Devil's Dictionary"

      riot n. A popular entertainment given to the military by innocent bystanders.

    2. Re:I can answer one of these by StalinsNotDead · · Score: 1

      Hey. The riot police just showed up. I guess that's our cue.

      --
      Thanks to the internet, we can now all die alone together! -SomeWoman
    3. Re:I can answer one of these by Anonymous Coward · · Score: 0

      So you think she should be able to give the police as much abuse as she likes without recourse just because she's pregnant? If she was inciting a crowd to attack the police, hell yeah give her the baton.

  8. Godzilla Model? by saudadelinux · · Score: 3, Funny

    How can you have an urban panic without modeling a big, gray, atomic-breathed monster? Are they gonna CGI him, or Tron in some guy in a suit? :D

    --
    I didn't think the house band in Hell would play this badly.
    1. Re:Godzilla Model? by Anonymous Coward · · Score: 0

      saudadelinux wins this thread IMHO for having the ONLY mention of Godzilla as of the time of this post.

      Seriously, I expected to see a tag saying "godzilla" or "ohnotheregoestokyo". I'm so disappointed.

      Turing word: spurned
      In a sentence: Slashdot has spurned Godzilla.

  9. Why waste money on urban panic research... by John3 · · Score: 2, Funny

    when Hollywood has done several studies on fleeing citizens already?

    --
    "We make our world significant by the courage of our questions and by the depth of our answers." Carl Sagan
    1. Re:Why waste money on urban panic research... by protolith · · Score: 1

      There is actually a better movie on the subject. http://www.imdb.com/title/tt0097889
      Miracle Mile deals with the spread of panic started from a single phone call.

    2. Re:Why waste money on urban panic research... by John3 · · Score: 1

      Forgot about that one. We rented video tapes in my hardware store back when Miracle Mile came out and it was one of the videos we could recommend to customers. We were known for recommending the films that flew under the radar until they hit video...in addition to MM we had a lot of success renting F/X, The Hidden, and House of Games. Too bad that "personal" touch is gone from most video rental locations. A large reason people will use Netflix and VoD is because there is no longer a real person at the video store who can recommend films, interact with customers in a meaningful way.

      Boy, did I just digress. I'll pull my karma bonus so I don't get modded "off topic".

      --
      "We make our world significant by the courage of our questions and by the depth of our answers." Carl Sagan
  10. Yes but... by grub · · Score: 3, Funny


    ... can it predict how a crowd in Times Square will flee from the goatse guy being displayed on the jumbotron?

    --
    Trolling is a art,
  11. Why simulate it? by rucs_hack · · Score: 3, Funny

    All you have to do is knock out the west coast's WoW access on a saturday and wait.

    1. Re:Why simulate it? by Quiet_Desperation · · Score: 1

      Can WoW players even find their front door anymore, much less start a riot?

      It'll be the slowest moving riot in history, and easily defeated by water cannons loaded with Mountain Dew.

      I tried to fit Cheese Doodles into the joke somewhere, but I failed. I am unworthy.

    2. Re:Why simulate it? by TheRaven64 · · Score: 1

      Can WoW players even find their front door anymore Find it? Yes. Fit through it? Maybe not.
      --
      I am TheRaven on Soylent News
  12. no modeling required by Anonymous Coward · · Score: 0

    Governement already knows: don't tell them and they won't panic until it becomes really obvious. Until that time, the roads are yours.

  13. You beat me to it by CrazyJim1 · · Score: 1

    Did Rockstar make State of Emergency before or after GTA3?

    1. Re:You beat me to it by Applekid · · Score: 1

      Definitely after. The implementation of crowd motion in that game was derived from a more general brownian motion algorithm. The individuals in the crowd didn't really interact with the setting as much as they swirled around in it.

      --
      More Twoson than Cupertino
  14. Could have saved research $ by Lucas123 · · Score: 0, Flamebait

    by just studying a soccer match.

  15. Real Life Zombie Problem by MBCook · · Score: 1

    Wow. First, Shawn of the Dead was on this weekend. Then this story comes on. It's good they are building a more advanced way of modeling this, the previous way was rather simple.

    Not my program, I found it years ago. There is a port of the 3D version on my site that I updated to run on OS X.

    --
    Comment forecast: Bits of genius surrounded by a sea of mediocrity.
  16. Hell Mall? by Avatar8 · · Score: 1

    4) design a mall which can compel customers to shop to the point of bankruptcy, to walk obliviously for miles and miles and miles, endlessly to the point of physical exhaustion and even death;
    For the love of humanity, DO NOT let Neiman Marcus get hold of this information! They're already quite advanced on the bankruptcy part.
  17. Links to the Rendered Videos by phobos13013 · · Score: 5, Interesting

    Much more interesting than the Schneir description of the actual site in question. Here they have fully rendered videos from multiple vantages of the studies amongst other research topics of the professor.

    --
    ...and it should be known by now
  18. Psychohistory here we come! by GeekZilla · · Score: 2, Insightful

    I welcome our new Second Foundation overlords!

    Hey! Get that Mule out of here!

    --
    Veritas patesco per quaestio questio. Truth is revealed through questions.
  19. Significant problem... by RingDev · · Score: 2, Insightful

    The demo they show of the modeler shows scenarios where the subjects want to get to some place. That's neat and all, but in a panic, people aren't trying to get TO some place, they are trying to get AWAY from some place.

    -Rick

    --
    "Most people in the U.S. wouldn't know they live in a tyrannical state if it walked up and grabbed their junk." - MyFirs
    1. Re:Significant problem... by Splab · · Score: 1

      Wrong. You can easily have a panic where people are trying to get to a place. Think of a stadium, something happens (fire, explosion) people are trying to get TO an exit before they try to get away from the stadium.

      Panic is just people acting stupid in a stressed situation.

    2. Re:Significant problem... by RingDev · · Score: 1

      I disagree. This model works really well for orderly, even rushed orderly egress. Those same patterns are actually visible if you are in a vantage point to see them. For instance, I used to go to rock concerts at an indoor stadium in Madison, WI called the Colosseum (I think it's now the 'Alliant Energy Center' or some non-sense). The floor was open admission, so there would be hundreds, if not thousands of people all in the one area. There were two main exits from the floor, both 20' wide tunnels that lead out to the lower ring. Both of these tunnels were choke points, almost identical to those shown in the software's demo. And the "panic" mode of the software showed exactly what would happen at the end of a concert. Not that there was any panic at the end of the concert. There was just a strong desire to get out of the Colosseum and off to the parking lot.

      Compare that to say, a fire in a night club. People are not going to politely wait at the sides of the choke points for the central traffic to slide through. The are going to be crushing their way through.

      Imagine a choke point and a long hallway. In one scenario, tell the subjects that everyone who is out of the building in 5 minutes (the amount of time expected to get 75% of the people out) will get $100 and let the people go. You'll probably see something very close to what this engine displays. In another scenario, tell the subjects that everyone who is still in the building in 5 minutes will be shot. You will see something vastly different. Heck, you'll likely have MORE people still inside the building in the 2nd scenario.

      In short, I think the software would work beautifully at modeling the exit strategy of high population density areas with choke points under most normal situations. But I think it falls well short of modeling the true chaos of "panic".

      -Rick

      --
      "Most people in the U.S. wouldn't know they live in a tyrannical state if it walked up and grabbed their junk." - MyFirs
    3. Re:Significant problem... by LrdDimwit · · Score: 1

      Remember the (admittedly not very many) times when extremely steep sales at some stores have prompted mass rushes? I would expect yes, far more often it is the other way around, but depending on how you define "mass panic", they have indeed occurred when people are trying to get to, and not from, a place. And if you're operating a chain, I would think this new model might be useful to avoid riots in your parking lots.

  20. I ran simulations like this all the time... by hoppo · · Score: 1

    Back when I played Grand Theft Auto, I'd blow up a car in a crowd of people then watch them scatter. The ones who caught fire were my favorites. True story!

    1. Re:I ran simulations like this all the time... by listen_to_blogs · · Score: 0

      Interesting point! They just made it more boring, put in a lot of math, got all pedagogical and got coverage in slashdot for doing it ;) listen_to_slashdot

  21. Been there done that by JustNiz · · Score: 4, Interesting

    My CS AI prof at University of Reading had done this about 15 years ago, following the tube train fire at Kings Cross, London.
    He created a model of the station and passengers, programmed only about 6 simple rules into the movenent of each passenger, and found that the model pretty accurately recreated where they found the actual bodies in the station.

    1. Re:Been there done that by Prof.Phreak · · Score: 1

      Wasn't there some darpa grants going around 2003 or so about doing these sorts of sims for major cities, figuring out where bottlenecks would happen in case of say a dirty bomb in the middle of the city, etc. this isn't exactly "new".

      --

      "If anything can go wrong, it will." - Murphy

  22. Have they seen the Zombie Simulator? by CensorshipDonkey · · Score: 1

    There's already a zombie simulator. Save some research dollars and use that!

  23. Number 4 is funnier by spun · · Score: 5, Funny

    4) design a mall which can compel customers to shop to the point of bankruptcy, to walk obliviously for miles and miles and miles, endlessly to the point of physical exhaustion and even death; Now that's what I call science! Now, if only we could design a website that compelled people to browse, even to the point of losing their jobs, reading obliviously to their need to shower, posting endlessly to the point of mental confusion and even complete retardation... Oh, wait...
    --
    - None can love freedom heartily, but good men; the rest love not freedom, but license. -- John Milton
    1. Re:Number 4 is funnier by Anonymous Coward · · Score: 0

      Digg?

  24. Agent USA 1984 by Sporkinum · · Score: 1

    There was a fun Atari game called Agent USA that did this way back in 1984.
    Czech it out! http://classicgaming.gamespy.com/View.php?view=GameMuseum.Detail&id=33

    --
    "He's lost in a 'floyd hole"
  25. Actual link by zimage · · Score: 2, Informative

    The included link is for a blog that links to a blog which links to the actual website: http://www.geosimulation.org/crowds/

  26. Okay, so by 2012 I should have a gaming platform by blair1q · · Score: 3, Funny

    with a CPU, a GPU, a PPU, a P'PU, a SAPU, a DIADRPU[TM], a TBNPU, and a CULCAOPU

    * Central Processing Unit
    * Graphics Processing Unit
    * Physics Processing Unit
    * Panic Processing Unit
    * Sexual Arousal Processing Unit
    * DRM Infringement Attempt Detection and Reporting Processing Unit(R)
    * Terabit Network Processing Unit
    * Computer Upgrade Loan Consolidation Assistance Offer Processing Unit

  27. Actual link by zimage · · Score: 3, Informative

    The link in the summary doesn't link to Dr. Torrens' actual research, but a blog about it. Here's the research's website: http://www.geosimulation.org/crowds/

  28. But can it do combinations? by mtraskos35826 · · Score: 2, Funny

    So will it be able to simulate a anthrax covered minivan with seven free Wii systems in the trunk? Seems impossibly complex to me.

    They should remember that sometimes it's cheaper to do experiments in real life.

  29. There's more than movement, too by blueZ3 · · Score: 4, Interesting

    Those people on the outside are pressing against the folks in the middle and people at the back are pressing forward. The nice stream shown doesn't appear to account for this, especially as none of the sims are crushed, trampled, or otherwise flattened in the mad rush to the door.

    IRL, people on the outsides frantically push their way toward the exit, creating pressure on those in the center that frequently results in a crush of bodies that this model doesn't seem to model very well. If you've ever been in a situation where the crowd pressure to pass through a bottleneck is so strong that you can't move backward, hold still, or even effectively resist the rush, you know what I'm talking about.

    This model seems to be a "in a perfect world, where the panicked crowd moves cooperatively and generally in an orderly fashion towards the exits" kind of model. It's hard to see how that's very useful in the context suggested (panic response).

    --
    Interested in a Flash-based MAME front end? Visit mame.danzbb.com
  30. My xbox 360 already does this by Anonymous Coward · · Score: 0

    Dead Rising. I figure if I only buy a 360 and 2 games (halo 3 and dead rising) Microsoft is still in the hole right?

  31. Also known as... by frank_adrian314159 · · Score: 1

    ... the "where do we put the guys with tasers" problem.

    --
    That is all.
  32. Is this really newsworthy? by Xest · · Score: 1

    I was under the impression that urban panic is already well documented for many different scenarios, and I can't see how modelling it in a computer/mathematical simulation is in any way groundbreaking. It seems like the type of project you might set undergraduate students to do as a run of the mill exercise not something particularly groundbreaking and newsworthy.

    Is there something about this particular approach that makes it groundbreaking?

    1. Re:Is this really newsworthy? by Prof.Phreak · · Score: 2, Interesting

      One use is finding bottlenecks in new construction or city planning. if a dirty bomb blows up in the middle of the city, what will cripple evacuation?

      It's not something that can be done once and that's it. It's something where every new construction/change needs to be modeled. Even new technology (like cell phones) can change the crowd behavior.

      --

      "If anything can go wrong, it will." - Murphy

  33. Direct link by Dan100 · · Score: 4, Informative

    to the research. Even better, the ASU press release went out seven months ago.

  34. I'll show you panic ... by fahrbot-bot · · Score: 1

    ... shutdown /. for a few days. What the hell would I do all day - work? I'm getting creeped out just thinking about it.

    --
    It must have been something you assimilated. . . .
  35. Stock Market Panics by Anonymous Coward · · Score: 0

    I wonder if this could used to model stock market panics and profit?

  36. Just come to Boston by SuperBanana · · Score: 1

    Schneier is reporting that Arizona State University's Paul Torrens has been developing a computer simulation to model urban panic.

    Just come to Boston when it snows heavily mid-day on a workday. Last time it snowed:

    • Employers/employees freaked out, and people started going home around 1PM
    • Plows couldn't get around because of the traffic, so snow started to build up.
    • Collisions started happening because of the snow depth, people are fucking morons and can't drive in the snow, have shitty tires. Even more people got stuck.
    • Traffic got even more fucked up.
    • Plows got completely stuck, so the snow kept getting deeper
    • Stuck in traffic, people started to run out of gas or abandoned their cars, further clogging the roads.

    The city pointed the finger at the state, while the state calmly said "we didn't have any problems except in Boston, hmmmmmmm, wonder why THAT could be?" I knew people that tried to get from Cambridge to West Roxbury and it took them NINE HOURS. Everyone who could take the subway or the green line routes that weren't blocked by traffic had zero problems.

    Despite this, they still want to put a Biosafety Level 4 (ebola etc) lab smack in the middle of south boston; BU has been ramming it down our throats because their researchers are too damn lazy to drive out into the woods to do their potential-doomsday shit.

  37. Houston Rita evacuation by orgelspieler · · Score: 1
    The first thing I thought of when I saw this was how nice it would have been to have in 2005 (see item #3 in the article). Somehow, nobody predicted that telling the people of Galveston that there was a storm headed their way and they should evacuate would cause mass hysteria and evacuation of just about all of Harris County (as far as 80 miles from the coast). As many of you remember, the results were terrible. More people died on the road than by the hurricane itself.

    With proper modeling of urban panic, the authorities would have known the trade-offs a little better, and they could have prepared a little better. Maybe they would have known to block the on-ramps north of town. Of course, models are only as good as the data they're based on, and there's not much data to base some of their objectives on. Nevertheless, it will be interesting to see what policymakers can do with the information.

  38. Recursive weblogs? by tarogue · · Score: 1

    The summary links to a weblog [http://www.schneier.com/blog/archives/2008/01/modeling_urban.html] which itself links to a weblog [http://pruned.blogspot.com/2007/06/modeling-urban-panic.html] which finally links to the article [http://www.geosimulation.org/crowds/]

    Sheesh.

    --
    Life sucks, but death doesn't put out at all. -- Thomas J. Kopp
  39. Pain gun by Requiem18th · · Score: 1

    Am I the only one who thinks they are researching this just to figure out the best spots to install
    these babies.

    --
    But... the future refused to change.
  40. Certianly interesting... by Gat0r30y · · Score: 3, Interesting

    I wonder how this model can compensate for cultural differences. I was recently in China, where outside of major cities (Shanghai, Beijing) closer to the country (even in very large cities) there is no concept of waiting in line. It takes some getting used to, even after a month of acclimatizing I couldn't help but try to form a line, like i'm the one westerner who's going to show the 4 million people of Wuxi China how to wait in a line. How would crowds with that sort of cultural leaning move vs. say a very polite crowd where everyone tries to let other people go in front? How might these factors get paramaterized?

    On another note the mall designed to get people to shop to death is about the scariest thing Ive ever heard of. After hearing of that I'm pretty sure this will end up being used for evil.

    --
    Prediction: The real iPhone killer is going to be sex robots from Japan. Think about it.
    1. Re:Certianly interesting... by jknapka · · Score: 1

      On another note the mall designed to get people to shop to death is about the scariest thing Ive ever heard of.

      Meh. It's already a solved problem.

  41. oh!!!! by ohzero · · Score: 1

    you're supposed to run AWAY from the burning car. This model is clearly not based in the projects.

    --
    -- http://www.criticalassets.com
  42. Using the Sims game data for this by slaingod · · Score: 1

    I think it would be pretty cool to use say the Sims video game data and these visualization techniques to explore different phenomena in a virtual world.

    --
    http://blog.slaingod.com
  43. What about a dynamic environments... by moncho · · Score: 5, Interesting

    This completely reminded me of the opening of the London Millennium Bridge in London (crossing the Thames) were the bridge (nicknamed the Wobbly bridge) began to sway due to a few pedestrians who, by happenstance, inadvertently stepped in the same direction at the same time, causing a slight sway which on the rebound caused a few more people to step into the same direction, causing further swaying, increasing the effect w/ every oscillation. This effect is known as Synchronous Lateral Excitation. The funny thing is that each step, even several in synchrony, have negligible effects on bridge stress models... it was that this particular sway happened in such a way that forced more pedestrians on the bridge to step INTO the direction of the sway, continuing until most everyone on the bridge (up to 2,000 pedestrians) were contributing energy to the sway. The aforementioned is an instance of an unexpected design flaw due to inadequate modeling, and one can always come up w/ such instances, but these are meant to be learned and avoided... not repeated.

  44. And don't forget number 6 by conlaw · · Score: 1, Funny

    determine how various urban typologies, such as plazas, parks, major arterial streets and banlieues, can be reconfigured in situ into a neutralizing force when crowds do become riotous

    According to Wikipedia (http://en.wikipedia.org/wiki/Banlieue), "les banlieues" can be translated as suburbs, brothels or housing projects. It might be a good idea to find out which of these is being tested -- it's likely to make a big difference in how they can be reconfigured.

  45. Old news! by Anonymous Coward · · Score: 0

    Bah! This has already been done, and THIS verson HAS Zombies: http://kevan.org/proce55ing/zombies/

  46. I have the funny feeling ... by ScrewMaster · · Score: 1

    that their work will be subject to some experimental validation shortly. Let's hope we all survive the test.

    --
    The higher the technology, the sharper that two-edged sword.
  47. Boring by Quiet_Desperation · · Score: 1

    Let me know when they get to the real world testing.

  48. Psssh. I can do that. by Bluesman · · Score: 1

    HOLY SHIT, THAT TAXI IS GOING TO RUN ME OVER!!!!!!!!!

    There you go. Didn't even need a complicated simulation.

    --
    If moderation could change anything, it would be illegal.
  49. heh heh... I'm going to say "members"... by Quiet_Desperation · · Score: 1

    Actually, you want to optimize your zombie horde with a mixture of fast and slow moving members. That way you get successive waves of brain eating obsession that no actor or sex starved teenager can ever hope to withstand.

  50. Pathogens? Away? by stimpleton · · Score: 1

    In using the pathogens possibility, one presumes people know the existance of pathogens and thus flee.

    In absence of that knowledge, of use would be a model based on a car not exploding, but being in some "lucky dip" prize at a dealership. People would converge tightly. Then disperse.

    Much like I saw one time at a LAN party when someone put down a pile of pr0n CD's.

    --

    In post Patriot Act America, the library books scan you.
  51. Looks like they were beaten to the punch by Fortunato_NC · · Score: 1

    These computer scientists have already developed a simulation of Urban Terror. Perhaps these two useful projects can share data, or even possibly merge!

    --
    Blogging Weight Loss, Distance Education, and more at verlin.com
  52. yay for SimCity destruction! by michaeljpastor · · Score: 1

    This will be so important to my SimCity urban destruction scenarios. Those little animations of running and screaming people are just so unconvincing!

  53. What a terrible job of linking by SmokeSerpent · · Score: 1

    Why did we get linked to a blog that links to another blog that finally links to the source material?

    --
    All kings is mostly rapscallions. -Mark Twain, The Adventures of Huckleberry Finn
  54. Re: not made in Japan then by Ox0065 · · Score: 1

    Clearly wasn't writen by someone in Tokyo then... (^-^)

    It's a shame the results aren't credible. If you could demonstrate that a basement carpark in a big assed shopping centre only needed a fire isolated stair every 60m rather than every 40m then that could save millions. Oh wait they did (under particular conditions).

    Anyway, These things have been around for a while. The main thing is that they've needed someone with a phD in computational fluid dynamics to drive them on a box that costs a wee bit too.

    --
    thx e
  55. Developing models while ignoring reality by CarpetShark · · Score: 1

    Any time you want to answer the question "What will happen to X in the event of Y?" you either need to try it, or you need a model.


    Of course, if there happens to be a country at war... say, I dunno... Iraq... where events like burning cars in populated areas happen regularly, we could always just pay attention ;)
  56. So glad! by Jumphard · · Score: 1

    Even though this research may not do me any good personally if I were in a panicking crowd situation... I'm glad it's being done. I am definitely fearful of being in large frenzied crowds. Perhaps it's being fueled by certain apocalyptic movies like 28 Days Later, I am Legend, or War of the Worlds. The image of thousands of other people with their own agenda to survive jam packed beside me is a horrible, horrible thing.

  57. All they ever need to know... by Elbowgeek · · Score: 1

    ...about urban panic can be divined from watching Godzilla movies whilst passing the ol' bong.

    In fact, that's what inspired the idea for this study: They were sitting around at a party doing just that, when the weed touched off one of those deeeep, meaningful conversations about the screaming masses in Tokyo that went on for a few hours. Then they wrote it up and called it a study.

    --
    Who is this delectable creature with an insatiable love of the dead?
  58. Similar to MouseHaus by six11 · · Score: 1

    This reminds me of MouseHaus, a collaborative pedestrian simulation environment. Here's a video -- the pedestrian simulation stuff is about 2/3 into it. http://code.arc.cmu.edu/lab/html/video59.html

    It was done by collaborators of my advisor.

  59. Flows like a fluid by Thelasko · · Score: 1

    I remember a documentary that said that a crowd of people is considered to flow like a fluid and the basic rules of fluid mechanics apply. The people in the documentary were designing new soccer stadiums with "diffusers" in them to slow the flow of people so no one will be trampled during a soccer riot. This research appears to take a little more psychological approach. However, it is not something totally new.

    --
    One of our competitors trademarked the term "hypothesis". From now on, we will call them "boneheaded ideas".
  60. Chappelle's Theory by Anonymous Coward · · Score: 0

    Don't forget to take into account that many white people will actually approach the danger
    to inquire, "now what the heck is going on over here" instead of using common sense and
    running like the rest of folks.

  61. "burning car" by O'Nazareth · · Score: 1

    The simulation tests behaviors from how a crowd flees from a burning car
    This simulation is called "France".