Slashdot Mirror


Words That Speak a Thousand Pictures

venolius writes: "The New York Times (free registration required) has an article on TextArc (created by W.Bradford Paley), a site that "aids in the discovery of patterns and and concepts in arbitrary text" (from the detailed overview at TextArc). The site serves an applet that performs the task (texts on which analysis is available include Alice in Wonderland, Hamlet, and thousands of others -made available by Project Gutenberg-). The NYTimes article reports that Paley found that "Dracula", which relies on a strong storyline had a few keywords clustered hotly at the center, and that the metaphoric "Frankenstein" generated a circle of 50 words of modest intensity that faded towards the edges. "Portrait of the Artist as a Young Man" with evenly distributed key words produces tight and round lines and "Alice in Wonderland" produces loopier lines. Check it out! (the applet was tested on better hardware, but I did well enough with 98/IE6/550MHz/64MB)"

36 of 102 comments (clear)

  1. Let's try it on certain newsgroups postings by billmaly · · Score: 3, Funny

    alt.sex.stories.* And see what the results are!! :) What "patterns" might develop? The mind reels!!

  2. Analise this by fabiolrs · · Score: 2, Funny

    "All your base are belong to us"

    "Somebody set up us the bomb"
    Is there any pattern there?

    --
    Fabio - Sumare/Sao Paulo/Brazil/South America/Earth/Solar System/Milky Way/Universe
    http://www.morroida.com.br
  3. Other tools for exploring the Semantic Web... by tessellation · · Score: 4, Interesting

    ...the one we already have, that is:

    map connections between two words, concepts, or famous names

    see a word's rhymes, synonyms, definitions

    and I leave the rest to you.

    1. Re:Other tools for exploring the Semantic Web... by Neon+Spiral+Injector · · Score: 2

      I always liked jwz's DadaDodo

      While it doens't paint pretty pictures, it shows some interesting results when pointed at a month of e-mail composed mostly by me. Given much more than a month or from too many people word use tends to normalize and the results seem very random.

  4. Free reg. by k98sven · · Score: 2, Informative

    As usual, one can change the www.nytimes to
    archive.nytimes to acces the article without registration.

  5. Dept. of Redundancy Department by rwa2 · · Score: 2

    and and it even filters out extraneous conjunctions!

    Brought to you by the Associated Federation of Organizations.

  6. Gutenberg by proxybyproxy · · Score: 5, Interesting

    Once again Project Gutenberg shows its beautiful face. If you haven't heard about it before, then read a Wired feature here. Michael Hart started the project years ago and he wants to digitize anything which is out of copyright. The uses are infinite (think of the blind who can fead texts to tactile printers, for example), which this story also shows.

    Anyway, Hart is a big supporter of sensible copyrights (read the feature) and if you can spare the time, help him by digitizing your favourite book.

    --

    Hurra for Knark!
  7. /. interview with Michael Hart by proxybyproxy · · Score: 2, Informative

    Just remebered this:

    Nupedia and Project Gutenberg Directors Answer - a /. interview with Michael Hart

    --

    Hurra for Knark!
  8. Re:Please... by HiQ · · Score: 2, Funny

    And they have also hidden some subliminal //drink Coca-cola// messages in the texts, so there you go. You have been had!

  9. This is pretty interesting by kvn299 · · Score: 3, Insightful

    Although I only viewed one book, it came up with some interesting results. I'd be curious to know how similar an authors books are to one another... can this distinguish an author's style, or merely individual works.

    I also imagine that a college professor might be interested to run this against term papers!

  10. Just so you know by sielwolf · · Score: 2, Interesting

    The Jargon File is out there and, oddly enough it too looks pretty similar to the others described. I don't know that is speaking highly of the JF or poorly abou the rest of the work out there.

    --
    What is music when you despise all sound?
  11. Re:Please... by phaze3000 · · Score: 2
    Works fine for me (Konqueror, Blackdown JRE 1.31).

    Maybe you're using a crappy browser?

    --
    Blaming GW Bush for the Iraq war is like blaming Ronald McDonald for the poor quality of food.
  12. Re:Please... by Anonymous Coward · · Score: 2, Funny

    chews up cpu

    Heh ... I love you geeks. You spends thousands of dollars and months of your lives overclocking and tweaking to get your CPU running as fast as possible. Then complain when something forces it out of the idle loop.

  13. Netscape 4.79 on SGI IRIX by green+pizza · · Score: 2

    Works great on my SGI... (250 MHz R10K Octane, 256 MB, Netscape 4.79, Java 1.3.1, IRIX64 6.5.15m).

    Got the latest versions from here:
    http://www.sgi.com/products/evaluation/

    Zipping thru some CS Lewis right now. Very, very cool!

    [snazzy sig here]

  14. Market trends. by Faux_Pseudo · · Score: 3, Interesting

    This is very nice looking.
    Would make a really cool screen saver if it where in c and not java. Any volentears?
    But now I must put on my "think like corp. hat"
    Some publisher goes out and maps all the great books and compairs them with current best sellers. Coralate the patterns and then decide that Fromat X creates the best sellers that people buy. Now they refuse to print any book that does not fit their demo graphic of what they concider to be the next best seller.

    Its only a matter of time befor these kinds of things are used like a DNA test to see weather a book has good "genes" or bad "genes".

    I know it sounds like a conspearicy but I have seen corp.s do stranger things in attempting to repeat past successes. Just look at the movies. We are about to release Star Wars -2 in the name of working on a tried and true formula that started with the release of Jaws II. Did anyone else catch the Special on PBS (frountline i think) that talked about how Jaws was the birth of the end of original movies as we knew it?

  15. Re:Please... by Alien54 · · Score: 2
    yeh, it only works on those systems where you don't have things locked down, and even then it seems broken.

    probably not properly load tested or something.

    well we just took care of that.

    --
    "It is a greater offense to steal men's labor, than their clothes"
  16. Just ran Slashdot through it by Anonymous Coward · · Score: 2, Funny

    There was a dual explosive center around the words "FreeBSD" and "Linux", a tangled network emanating from the phrase "Alan Thicke" and complex sparkling array of connections between the words "Gates", "Microsoft", "monopoly", and "blue screen". There was also a massive weird lumping around the word "Stallman" but it crashed my browser.

  17. Word linkages by Blue23 · · Score: 3, Interesting

    This is exceedingly facinating. I've worked with word associations for computer authoring, mostly Markov chains of various lengths and phrase-structure stuff. While this takes works for human authors and works out from that, there are some very interesting concepts in here which may be useful in the other direction.

    And on top, a wonderful way of displaying it, to catch the eye so the brain has time to engage. 8)

    =Blue(23)

    --
    LITTLE GIRL: But which cookie will you eat FIRST? C. MONSTER: Me think you have misconception of cookie-eating process.
  18. Re:Please... by Beliskner · · Score: 5, Funny
    it sux that something opens a max window over your desktop without asking permission, chews up cpu without asking permission, and then fscks up as soon as you click on it and has to be killed by hand.
    Better to do a complicated slow query on Google using many keywords, hogging all those read-locks, attacking multiple Google linux machines simultaneously as inverted file dictionary lookups are performed, forcing them to swap in pages to look up *your* damn query (15ms DoS attack), and then a machine having to perform a sort algorithm on all those results. As if this wasn't enough, you hog the CPU of the machine that parses this into HTML so that your browser can see it, and then a whole fork() has to be done for you OR you steal a thread out of the Apache thread pool to serve you, clogging the routers because of queued packets because of your cheap ISP, your slow xDSL connection making Google's Apache *wait* for your ACKs, taking memory to hold such a massive TCP sliding window. Selfish selfish you, doing a DoS attack on Google whenever you perform a search.

    Point: Somehow if it uses *your* CPU it's different, but when Google's machines do all the work it's somehow OK. Next you'll be complaining about websites doing a DoS by forcing your browser to use CPU by rendering HTML and your TCP stack having to store a sliding window whenever you view a webpage. This selfish attitude is why all filesharing software must be redesigned to NOT allow anyone to kick uploaders. If you want to kick uploaders then shut down the filesharing App, but then you lose download karma.

    My personal opinion: Due to heavy-client structure of the majority of machines, this applet uses the correct CPU (yours). Reduced ad revenues means that Internet companies can no longer afford massive server farms unless they require Cydoor installed on all client machines, alternatively they can decrease their equipment costs by delegating processing to client's (suerfers' browser's) CPUs. *nix systems, especially if apps are in a Java sandbox are heavily protected against most attacks, including process DoS attacks via kill -4, kill -9 and a scheduler+VM designed to stand up under heavy loads. Poor Microshaft Win9x people have to do Ctrl-Alt-Del which halts all processes while they look at the sceduler's contents, and it takes 30 seconds of a sucesful DoS for the offending process to be recognised as "unresponsive and kill -9'able" otherwise it is merely "kill -4'able". If you don't want them to use your CPU, then don't visit their website, disable JVM, disable HTML parsing in the browser (this takes CPU), read the raw HTML yourself, disable TCP stack, write packets by hand to minimise CPU usage or even bypass the CPU completely by setting the modem's line inputs yourself with a logic probe, then probe for response using oscilloscope and logic probe. Do PPP-IP-TCP by hand. That won't use your CPU.

    Pop quiz hotshot, this is an Informative flamebait, what mod do you do, what mod do you do?

    --
    A caveman dreams of being us, the incalculable power and riches. We dream of being Q, then what?
  19. TextArc by JJ · · Score: 2

    This is certainly a very interesting tool for summarization and analysis. Viewing it thru an NLP perspective, it converts a text into a purely visual representation. It would be interesting to examine writing from different communication channel dominant authors and check for the pattern differences. It would also be helpful for checking consistency of translations.

    --
    So long and thanks for all the fish . . . !!!
  20. Rosetta Stone by JJ · · Score: 3, Interesting

    TextArc would certainly be a useful tool for analysis of undeciphered languages and texts. Ventris certainly could have used this for Linear B. The only big limitations would be requiring a suitable sized text and having a consistent meaning to that text. As in, the Rosetta stone probably was not a long enough text to analyse this way.

    --
    So long and thanks for all the fish . . . !!!
  21. Could this be useful for source code watermarking? by iotk · · Score: 3, Interesting

    Does anyone besides me think that this kind of technique could provide stronger protection in cases of source code piracy such as GPL violations, theft of codebase, etc.,? By generating visual patterns based on the occurrence of keywords (or even compiled bytecodes) a signature of a codebase could be generated that is still recognizable even after comments have been stripped out or subtle changes introduced. This could be immensely valuable in GPL infringement cases.

  22. Random New York Times Registration Generator by lw54 · · Score: 2

    Here's a link to the Random New York Times Registration Generator. I found this on a previous slashdot comment but do not recall who posted it. Enjoy!!!

  23. Amazing... by dcigary · · Score: 3, Funny

    One of the coolest, and most useless things I've ever seen.

    I like it!

    --
    ...my Karma ran over your Dogma...
  24. Re:Please... by Dephex+Twin · · Score: 2
    Somehow if it uses *your* CPU it's different, but when Google's machines do all the work it's somehow OK.

    I'm fairly certain that Google is inviting people to use their machines. If the original poster was doing something like SETI@home, and got mad because his CPU was bogged down, then yes, that is silly. But as that is not the case, and the behavior of that site was not in line with most (considerate) websites, it is reasonable that the poster would be annoyed.

    I mean, it's like if someone tried to borrow $100 from you, and you got annoyed, and they said "oh, so when banks lend out money it's supposed to be okay, but if I want to borrow money from you, suddenly *that* isn't ok." Darn right it isn't!

    If you say that the person should just not visit the site... well, I guess we can defend any crappy website that throws ettiquite to the wind with that line of thought (not that this site was that bad).

    mark
    --

    If you want to make an apple pie from scratch, you must first create the universe. -- Carl Sagan
  25. Re:You know.. by big.ears · · Score: 3, Interesting

    You are probably thinking of LSA: (Latent Semantic Analysis), which was 'Invented' by former Bell labs researcher (and current U of Colorado psych. prof) Tom Landauer. He uses it to grade his papers, and others probably do as well. It uses the same principle that some search engines (e.g., excite) are based on, and essentially amounts to factor analysis on text. It maps every word in a text into about a 100-dimensional space, based on how often they co-occur in similar contexts. If you feed those factors into a clustering algorithm or and multi-dimensional scaler in order to present it graphically, you probably get something very close to this trick.

  26. Unpossible! by elphkotm · · Score: 2, Funny

    Java is too slow to do such intense computationalizations! They should use something fast, like VBScript!

    --

    <Amanda`> I just went out to the parking lot in my bathrobe to exchange warez CDs.
  27. Another Software Patent, I See by tom's+a-cold · · Score: 2, Interesting

    Notice the "patent pending" notice on the site.

    While this is a delightful little entertainment, and quite fun to play with (though a bit of a hog while it's running, not to mention my difficulty in getting it to run in Mozilla on Win32), semantic networks have been around forever. Let's hope the patent application is meant to keep things like this in the public domain, rather than fencing in yet another area of the commons.

    --
    Get your teeth into a small slice: the cake of liberty
  28. W.Bradford Paley Bio by NiftyNews · · Score: 2

    Current tally from W.Bradford Paley's Bio:
    Semi-interesting javascripts - 1
    Dates with real women in the last 6 months - 0

  29. Java... 'nuff said by lamour · · Score: 2, Insightful
    the behavior of that site was not in line with most (considerate) websites, it is reasonable that the poster would be annoyed.

    How???? He had to go to the site and then go to the prefs in his browser to turn on Java and then click on the link that said it was going to analyze the entire text of some long book and make pretty pictures out of it...in Java. (and if he didn't have to turn on Java, then he's probably due for some more disappointment in the future) What alternative does the site have to make their research available to others? Should they have just put up this note?

    We are doing some cool research, and we've
    developed this really cool tool that we'd
    love to let you play with, but we're worried
    that some individuals may have unreasonable
    expectations of how powerful their machines
    are and we don't want to burst their bubbles,
    so instead, we'll just keep it to ourselves.

    that's just silly. I mean, the system recommendation contains the following:

    • 600 Mhz Pentium III or faster
    • 256 Mb of RAM
    • A fast internet connection
    • No other memory-intensive programs running
    • Netscape 6.2 (the most recent) browser (RECOMMENDED for fastest Java)


    Sounds like a good enough warning to me that if you're using a 486 with 32MB of RAM over a dialup, that, perhaps, you don't want to try running it.

    IMHO,
    Michael
  30. Re:Dark grey text on black background? by Cederic · · Score: 2


    erm. it's intentional that words fade away the longer it is since they were last used.

    least, that's how i interpreted it.

    The actual story (which appears along the bottom) is nicely highlighted as it goes along. If you can't read it, check your monitor contrast settings.

    personally i think it was interesting, and would (as someone else mentioned) make a classy screen-saver. But I can't actually see a decent use for it.

    ~Cederic

  31. The Bible by Amoeba+Protozoa · · Score: 2

    Just for fun, I loaded the Old and New Testaments into the thing just to see if there could be any interesting and or humorous relations in the text. One thing that I thought was mighty interesting was the fact that "God" was smack dab in the center of everything.

    Clicking on "God" linked to damn near everything. My screen lit up yellow like the sun. Well, I guess that's one book that knows its topic!

    Unforunately, the text is so large that it really didn't render very beautifully. It was really jumbled. It might be time to crank up to super-res...

    -AP

  32. TextArc analysis of Slashdot postings: by TrevorB · · Score: 2

    beowulf
    /--------\
    |first post|
    \--------/
    grits

  33. Re:Please... by Dephex+Twin · · Score: 2

    Actually, I was more annoyed at it being full screen (I think it is reasonable to expect a warning of "this will take over your screen", which may have been the fault of the person who posted the story or whatever for linking right to it).

    And then I was more arguing the principle of the matter in terms of doing unexpected things, which many other sites do. The post I was replying to suggested that if you are making their computer do things, don't complain if they do things to your computer. And I was pointing out how it's different.

    I wasn't trying to say that this site here was actually so terrible, because it wasn't that bad.

    mark

    --

    If you want to make an apple pie from scratch, you must first create the universe. -- Carl Sagan
  34. Re:Please... by toriver · · Score: 2

    I thought people with browsers with sucky Java VMs would do the smart thing and disable Java?

    Ran fine in JRE 1.4 on my Opera 6.01 at least, though I kinda failed to see the point of it.

  35. Re:Please... by WBPaley · · Score: 2, Informative

    Hi people,

    Thanks for all the discussion!
    Here are some notes from the perpetrator (Brad)...

    >by morhoj on Tuesday April 16, @07:29AM (#3349188)
    >Don't ever do that to my browser again...

    Valuable feedback; perhaps more gracefully put by

    >by Paradise Pete on Tuesday April 16, @09:34AM (#3349613)
    >I think his complaint was that it did it unexpectedly.

    I have put in a warning about the screen takeover; Others say there are ample warnings about the research & speed issues, so I left that alone. I agree that /.should link to Alice.html and
    Hamlet.html and Thousands.html, where the warnings are, rather than directly to the page that opens the applets. Can this be changed now, so others don't have morhoj's problem?

    ---

    >by reo_kingu on Tuesday April 16, @07:33AM (#3349201)
    >is this really new? I think maybe some of my teachers having
    >been using this thing to grade papers.

    Don't know if it's new, but I haven't seen it before.

    >by big.ears on Tuesday April 16, @10:41AM (#3350110)
    >...factor analysis on text. It maps every word in a text into about a
    >100-dimensional space, based on how often they co-occur in similar
    >contexts. If you feed those factors into a clustering algorithm or and
    >multi-dimensional scaler in order to present it graphically, you probably
    >get something very close to this trick.

    Flattering, but I was trying to come up with something easier to write and explain. This trick uses arithmetic (each word is drawn at its average position) not math. Net pull of a bunch of rubberbands is easier to explain _and_ conceptualize for a lot of my audience.

    ---

    >by proxybyproxy on Tuesday April 16, @07:56AM (#3349250)
    >Once again Project Gutenberg shows its beautiful face. ...

    Hear, here! Inspiring and generous work.

    ---

    >Just ran Slashdot through it (Score:2, Funny)
    >by Anonymous Coward on Tuesday April 16, @08:43AM (#3349375)

    ;)

    ---

    >by TheCrunch on Tuesday April 16, @09:28AM (#3349577)
    >(User #179188 Info | http://www.slippersandpipe.co.uk/) But a word
    >of warning to anyone else running Win98 on a P133 with 64MB RAM.
    >This thing nuts your machine. I can't get it off my desktop. I'm gonna
    >have to reboot again.. arg.

    Sorry... That warning's now on the intro pages to each applet

    ---

    >The Emperor Is Naked! (Score:1, Informative)
    >by robbway on Tuesday April 16, @09:47AM (#3349706)
    >I have to say it: I see no value in this. The mathematical algorithms do
    >more to shape the images than the words themselves. My opinion is
    >that this is rather unartistic, uninspiring, and doesn't reveal anything
    >about language at all.

    A damning observation, if it were true. I also have little respect for artsy code that doesn't express the variability in the data. In fact, the only "algorithm" here is the averaging, so any variation _must_ come from the language. They initially look similar, but so do leaves to people who don't get into the country a lot. For some people developing a feel for how different texts reveal themselves here might be worth the time. But I expect that will take more than a few minutes.

    As to unartistic--I'll weigh your opinion with Larry at the Whitney, Bruce at Columbia, Matt at the Times, Sara at Banff, and a few dozen others as I decide whether it's art. (I made it as an ndex/concordance).

    I agree that it doesn't say anything about language, but leaves don't say anything about biology. _You_ gotta provide the intelligence.

    Actually, it was built to tap into the human brain's pre-attentive processing abilities. (Oh no, do I need to provide a warning now that it'll take over your brain as well as your desktop? ;) You can actually read many more words than you are consciously aware of as your eye scans text. I hoped that as your eye jumps from word to word
    in a TextArc it wasn't jumping randomly, but to the next most "important" word, where "importance" is some function of brightness (frequency), position (distribution), and recency of concept activation,
    or level of interest (in your own head). It seems to work especially well in the 32" x 20" printed versions. Different people read different things.

    ---

    >Wishing I could see an example... (Score:1)
    >by BobTheJanitor on Tuesday April 16, @10:33AM (#3350032)

    Some screen shots are on the site, lower right button. (Guess I should make it more prominent.) http://textarc.org/Stills.html

    ---

    >Dark grey text on black background? (Score:1)
    >by an_mo on Tuesday April 16, @11:20AM (#3350462)
    >If textarc.org [textarc.org] continues to publish their stuff
    >with dark grey text on a black bacground they're not
    >reacing for the masses.

    Oops. Fixed, I think. (Do you?)