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Bringing together a variety of perspectives from internationally renowned researchers, Natural Language Processing and Text Mining not only discusses applications of certain NLP techniques to certain Text Mining tasks, but also the converse, i.e., use of Text Mining to facilitate NLP. It explores a variety of real-world applications of NLP and text-mining algorithms in comprehensive detail, placing emphasis on the description of end-to-end solutions to real problems, and detailing the associated difficulties that must be resolved before the algorithm can be applied and its full benefits realized. In addition, it explores a number of cutting-edge techniques and approaches, as well as novel ways of integrating various technologies. Nevertheless, even readers with only a basic knowledge of data mining or text mining will benefit from the many illustrative examples and solutions.
The wonderful folks that put together the Chalo Hindi Bolo video that our kids have watched literally hundreds of times, have just put out a new DVD. There is such an utter dearth of high quality kids Indian content. I had given up on getting something in Punjabi, but apparently Punjabi is one of the DVD languages. I highly recommend the last video, and I eagerly await the arrival of our new DVD. If you are not located in India, and fret over your kids utter cluelessness on things Indian, I recommend starting the language exposure early, ideally before english. You can get the DVD along with other stuff at: www.hindikids.com.
For the past year I have repeatedly dreamt I was to take a graduate level mathematics exam but on appearing for the exam, I realize I have no idea what the course is about. I wonder why I had never attended a class, and fret over how I could be stuck in this predicament. Each time I experience the dream, I repeatedly chastise myself for not paying more attention ahead of time; I go ahead and take the exam, but the results are ambiguous.
This is one of the best novel's I've read all year. The book is narrated by a 15 year old autistic child, Christopher Boone, who is mathematically brilliant, and processes the world like a piece of software might. The writing reminds me of Faulkner's style while describing Benji from the Sound and the Fury. Haddon really dives into Boone's character and sucks you into his world. I highly recommend this book. Its a very quick read. I finished it in a long morning. I give it 4 stars out of 4. I love experimental writing techniques -- especially one's that tell a strong story well. Here's a snippet from reviewsofbooks.com:Because Christopher understands even less of the world than most 15-year olds, the result is that seeing the effects of emotions, lies, and intrigue of the adult world through his eyes lets them hit even more powerfully. Since he sees all this in his non-judgmental perspective and only how they affect the careful order in his world, the flaws of the adults are heightened by their disregard for the effect they have on Christopher while also being tempered by the fact that his autism has placed incredible stresses on all their lives. Christopher is more than just a different medium for seeing the world. In Mark Haddon's capable hands, he quickly becomes all too real, and while he can be incredibly frustrating, he explains his world in a way that makes perfect sense. When events unfold that threaten his carefully maintained world, his quest to solve the problem is as adventurous and dangerous as any literary character. To Christopher, it's something he just must do.
Its been a busy, chaotic, stressful and in most ways, rather annoying week since we returned from Oaxaca. This week was a stark contrast to the 3 calm, relaxing, and stress free weeks we spent on the beach. I'm starting to understand why so many people in Zipolite have chosen to drop out of their home worlds.
Here's a letter my 5 year old son Nayan wrote (actually my wife took dictation) to his friend from Oaxaca:
The Seattle Times is running an interesting article called Can Biodiesel Compete on Price about Imperium Renewables, a bio-diesel startup. What's interesting to me in the article, are the many references to big $ being invested in the alternative fuels market, both in the form of start up dollars, and big agri-business dollars. It seems gas prices are really starting to have a positive impact. Here's a snippet from the article:
So the other day, I woke up, wandered outside, well we're always outside here, there really is no such thing as inside, but anyway, I wandered across our outside kitchen to our outside bathroom. I should note here, we, in our naivete, assumed since everything is outside, there really is no point in closing doors. Well it turns out, volleyball sized frogs, can´t jump up through the always wide open windows. So to my surprise, in my sleepy and glasses-less morning haze, a big lump on the wall started to wiggle about. I ran back in our room, put on my glasses, and returned. The largest frog I've ever seen was happily lazing in the shower. I ran to get Ameen and the kids so they could come check him out. Along the way, Ameen noticed a nice black scorpion the size of a silver dollar sitting happily in Ananya´s orange bucket she plays in all day. Turns out, after some investigation, the scorpion, while poisonous, can't really kill you, just cause a volleyball sized swelling. And the frog, is a known resident of Las Casitas - perhaps he realizes he´s safer with the Italians since their diet is not as hip to the amphibious hoppers as the native neighbors.
In the states there is a lot of talk about all of these freedoms we have. Often it's in the context of freedom to start a business and make a fortune, freedom to own a gun, freedom to undue search and seizure, etc. Whenever I'm in another country with supposedly a lot less freedoms than we have back home, I always find it ironic how free I feel. I think there are so many little freedoms that we don't realize have long since been discarded in the US.
This morning, while preparing breakfast, the innevitable happened. Ananya fell off the rickety stairs to our loft and bit all the way through her lip. Blood was gushing everywhere. Fortunately we were able to quickly stop the bleeding with a diaper (a clean cloth one), and Ananya was anxious to return to her maniacal roaming ways.
Well its a big day in blog-land. It seems Blogger has finally upgraded me to the new Beta. I have no idea if it will work, since everything in this computer is in Spanish, and as everyone may know by now, my Spanish is non existent. Nonetheless, my blind clicking seems to have lead me to a new interface.
Life: After an all night plane ride with stops through Thanksgiving-crowd filled airports, we finally touched down in lovely, inviting, and most importantly -- sunny and warm -- Huatulco airport. We left Seattle in the cold dark of night with snow in the forecast, and arrived here with sweat-on-brow and many layers of clothing to peel off.Many election analysts concluded that Senator Allen was unlikely to close the roughly 7,000 vote margin separating him from Mr. Webb, who has already claimed victory. And the Associated Press, a widely accepted authority for calling elections, agreed on Wednesday with Mr. Webb, declaring Mr. Allen, a Republican, the loser. A Webb victory gives the Democrats control of the Senate, with 51 seats.
A senior Allen adviser who spoke on condition of anonymity said on Wednesday that if the margin did not narrow significantly, Mr. Allen would not challenge the result.
“He has no intention of dragging this out,” the adviser said.
Politics: I remember the crisp November day vividly, it was 1994, I had recently finished graduate school at the University of Wisconsin, and I was driving straight to work in Chicago after a weekend of visiting friends in Madison. It was a long empty highway at 7AM, just me, NPR, and a few meandering cows in the Wisconsin countryside. For a hard core Democrat like myself at the time, the news was truly depressing. Newt Gingrich and his cohorts were giddy after having swept Democrats off the map nearly everywhere. I was shocked and revolted at the thought of Newt and his gang decimating the country.
I remember mountain biking at Tiger Mountain with my wife. It was a warm, sunny, midsummer day -- the day after a crisp rain. We had just started our ride, and uncharacteristically, Ameen said she didn't feel like riding that day. I smiled, nodded, and cruised off into the woods with Maya (our chocolate lab).
It always amazes me how long technology can live after its been created, and the creators have since nearly forgotten about it, and completely moved on.
Art: A few days ago I hung a show at Glow Natural Health Center. I hung about 15 of my recent paintings. Unfortunately, I forgot to take my camera along so I could shoot some photos for you all. Anyway, its always exciting for me to see work hanging in a new place, especially a space with great lighting. What was particularly cool, is my friend Lindsie, who's acupuncture practice is there, ordered this very excellent wire-art-hanging system. It took me less than 45 minutes to hang the whole show, a process that usually takes a couple hours of hammering, wall destruction, and tense hair pulling. Because of these cute little efficient German made hooks that slide up and down picture wire, I was able to quickly adjust height, and hang, in an uncharacteristically calm, Zen-like fashion. I'd buy them for our house if it wasn't for the 100$ per hook price!
Art: Rarely does a painter make it to the front page of a major paper in the US. Today is an exception. The New York Times is running a piece on William Utermohlen documenting his descent into Alzheimers. Its a rather goofy article in some ways - trying to almost linearly equate the resulting images w/ the progression of neurological changes. Nonetheless, the images are interesting. I hope I get a chance to check out the show one day, though I have no trips to NYC planned in the next few weeks. Here's a snippet:The paintings starkly reveal the artist’s descent into dementia, as his world began to tilt, perspectives flattened and details melted away. His wife and his doctors said he seemed aware at times that technical flaws had crept into his work, but he could not figure out how to correct them.
“The spatial sense kept slipping, and I think he knew,” Professor Utermohlen said. A psychoanalyst wrote that the paintings depicted sadness, anxiety, resignation and feelings of feebleness and shame.
Dr. Bruce Miller, a neurologist at the University of California, San Francisco, who studies artistic creativity in people with brain diseases, said some patients could still produce powerful work.
“Alzheimer’s affects the right parietal lobe in particular, which is important for visualizing something internally and then putting it onto a canvas,” Dr. Miller said. “The art becomes more abstract, the images are blurrier and vague, more surrealistic. Sometimes there’s use of beautiful, subtle color.”
Art: I recently finished this painting called On the Tractor in Mohalon. Its based on some photos I took last December in Punjab on our farm. My nieces from California and Nayan were running wild on the farm. I was busy giving scooter rides and coaxing the kids into posing for photos I knew I'd painting in the not so distant future. It was a glorious sunny day with bright yellow mustard fields in full bloom. HERE's a mini slide show of the painting with some detail shots.
Book Review: I recently finished Suketu Mehta's fantastic book called Maximum City. I couldn't put the book down for many nights. If you have ever spent time in Bombay, or want to, you must read this book. While Suketu can be pretty dark at times, you have to trudge through to the end to get a little light. Sure Mumbai is a mess, but its also amazingly interesting. I don't think I have ever read such an intimate portrait of a city. Here's a snippet from Seriously Sandeep, a more patient blogger than I:The book is divided into several major sections, each focussing on distinct and unique aspects of Bombay: Shiv Sena, Bollywood, the Mumbai police, the Underworld, Prostitution, and Spirituality. These exist in any big city but what distinguishes them from other cities is their uniqueness found only in Bombay.
I agree. It was fascinating reading about the Bar-Girl scenes. I had no idea this world existed - my many trips to Mumbai typically involve the relatively benign hanging out with relatives, the obligatory trip to Elephantus Island, and some tourist wanderings. For the uninitiated, apparently there are all these dancer bar places, where woman act sort of like Bollywood Geishas (i.e. not prostitutes, but the male idealized image of a young Bollywood sari thrusting heart throb) - they master this art of getting rather sketchy but often wealthy fellows to fall in love with them; the men throw tons of money their way, and if they're lucky, eventually get a continuously challenged pseudo-relationship. Equally intriguing were the Bollywood chapters and the gangster interviews; I found the author's following of the pious Jain family perhaps the most interesting.
On the whole, I give this book 4 out of 4 stars. Extremely well written, very captivating, and very original. If I had to bash anything, it was this very dark overall perspective the author seems to have - I would be concerned if this were your only exposure to India.
For those still reading, here's more from Seriously Sandeep:
Suketu Mehta both confirms certain widely-held myths and shatters certain others. For example, I didn’t know that one of the major contributing factors to Bombay’s urban crowdedness is the result of the misdeeds of a handful of powerful builders–the Rahejas are just one of them–who thwarted a well-thought plan to improve Bombay by expanding housing settlements to the West. Also the fact that several “sharp shooters” of the underworld often change allegiances from this don to that only for cash, and not out of loyalty or conviction. Or the fact that Sanjay Dutt’s character comes across as nothing more than a frightened school boy who likes to identify with the “tough guys” in the hope that they’ll protect him from other tough guys/bullies. Mehta traces this attribute to Dutt’s experiences as a school-going boy who used to routinely get beaten by teachers and bullied by his classmates. Hence his fascination with the dons, his passion for guns, and his obsession with bodybuilding, as the author remarks, Sanjay “was built like a brontosaurus.”
His soujourn with Ajay Lal (most names are changed in the book) a high-ranking cop makes for interesting reading. I however, found it hard to believe when Ajay Lal says he has not touched a single paisa as bribe. Blame it on my cynicism or plain mistrust. Yet, it is believable on several counts: Ajay Lal was prominent in unearthing the D-hand in the Bombay serial blasts, and instrumental in solving sensational crimes. His humiliation at the hands of his own department–transfers, inquires, etc–is the price he pays for his honesty. Mehta also exposes the murky details of “criminals in uniform” aka cops who went on a shooting spree, killing even innocent people merely on unfounded grounds of suspicion, shakes you. Overall, the picture you get is that the efficiency of Bombay cops is top class given the severe constraints under which they are forced to work. The author has titled this section as Second best to Scotland Yard, but the characters in this section say it is far superior to Scotland Yard. It is definitely believable.
Search, Tech - We just made public a demonstration book search site. You can have a look at: books.infact.com. I'd love to get any feedback from you all. Here's a blurb from our FAQ:
Life: There's an opening night celebration for the upcoming Seattle South Asian Film Festival. If its even half as good as the fundraiser we went to, it'll be a blast. More info including the ability to buy tickets is available at Ticket Window Online. Here's an excerpted blurb:
Book Review: I recently finished a fantastic novel by Douglas Coupland called Hey Nostradamus. On the whole, I give this 4 stars. Its extremely well written. The novel's structure, writing technique, tone, perspective, etc. are innovative, yet well done. I need to read more Coupland given the critic consensus indicates this is not one of his great books. For my Vancouver, BC readers, the setting on the North Shore reads familiar and adds an engaging intimacy to the reading experience.Coupland displays some serious storytelling skill in this novel. It's told in four sections, reads for the most part like lightning, and covers a wide range of human emotions with genuine empathy and more than few laughs. Getting those laughs is a pretty big deal because the kind of horror Coupland uses as the inception of his novel is all-too-real and all-too-tragic. 'Hey Nostradamus!' begins in 1988 with a Columbine-style high-school massacre. That's the un-smooth stone dropped in the choppy lake of a typical suburban community.
Coupland follows four victims of the massacre, each at an increasing distance from the event itself. The horror is described first-hand by one of the deceased victims, Cheryl Anway. She's writing in the immediate aftermath from a very vague afterlife, addressing her thoughts to God. Coupland then jumps eleven years into the future to 1999, telling the story of Jason, who was secretly married to Cheryl shortly before the killings. Rootless, cast adrift, Jason has never really left Cheryl or the murders far behind. Coupland skips forward again, to 2002, to tell the story of Heather, who has tried to love Jason but is having a hard time of it. He finishes the story in 2003 with Reg, Jason's strictly religious father. Along the way faiths and lives are shattered and rebuilt, or simply dissolved into the next hesitant steps in a world that refuses to offer a helpful user's manual.
Keep that manual in mind. Coupland takes us on this tragic journey with perfectly pitched prose. He's funny when he wants to make the reader laugh and poignant when he wants to make the reader weep. Fortunately, he finds more room for laughter than for crying. For those who might find events of this nature too upsetting, his "post-crime" orientation is an excellent approach. While not playing down the horror, he doesn't focus on it. This is not the story of killers and cops. It's the story of victims and survivors, inherently positive though tinged with great tragedy. He manages the delicate and rather amazing feat of keeping the ugliness and tear-jerking aspects of the story off-screen rather handily. He's not quite dispassionate. It's more of a wry focus on the nitty-gritty of living ever after. Happiness is optional, but it's not an easy option to attain.
Life, Bike: We spent this lovely sunny weekend camped out in my friend Timothy's tree house up in Bellingham. The kids had a blast being up high in the cedar tree. We also had a hoot splashing around in Camp Cody's new pond. Our friend made a cool filter system by taking some Home Depot PVC tubing and routing water through some rain barrels filled with gradually increasing sizes of rock. The water stays amazingly clean with no chlorine or chemicals whatsoever. I also had a blast riding up at Galbraith. This used to be my regular ride when I was living up in Bellingham. Wow, has it ever been upgraded for the "new" mountain biking. The climb is burlier than I remember - perhaps my city slack ways are the culprit, but the top now has tons of tricks and free ride planked and jumpy fun. I was a bit bummed I didn't bring any armor and had to "settle" for some tight perfect single track.