industrial internet of things well we don't have these problems at all ok well let's hope that we can use big data for our benefit and not to surveil us all if one has to thank you for sure thank you. demise affectively left germany's domestic airline markets to loved ones are now the country's cartel authority has analyzed lufthansa's domestic ticket prices and says they've been recently unduly hyped by up to thirty percent of tonnes of blames computer algorithms responding to supply bottle mix the cartel office says left turns a can't hide behind computers and has threatened to open an investigation. all this week we're taking a look at the new silk road china's attempt to revive a one thousand year old trade route and to do that they're investing hundreds of billions of dollars in ports railways and roads and bridges across asia africa and europe today we're looking at the greek port of courageous last year china's state owned shipping in a just ticks from costco spent over two hundred eighty million euros on a majority stake in the port there due to pour another three hundred fifty million int

becomes available to law enforcement there's a natural creep to use that data for law enforcement purposes on the the floor debate on the toll bill i actually put in amendment that would prevent using this data for purposes other than collecting tolls and that amendment was shot down so it is a very real concern that once this data becomes available that it will be used and the location of our movements i think is something that also should require a warrant before the government can figure out where we're going and where we've been blake and steve in that order what other personal information what i'd be horrified to know that the police can get without a warrant. well i think lee this is not here. now blake then steve i think the cell phone tracking case is really interesting the case that you just mentioned because. what your cell phone data companies do is they don't just have data as to where you are many of them retain that data for up to eighteen months and so what the police have been doing is going to these third party providers and saying give us that data they haven't g

so finally, the big issue, of course, is the ability to take data in and convert it into useful information. so we, in our field we call big data as many others and, of course, artificial intelligence. look at the list on the right corner. huge amount of things as you heard, electronic health record, many other information you can collect, huge data with data analytics can begin to provide you information and evidence of what to treat, how to treat a patient and to make new ways of approaching treatment. on the left-hand side is artificial intelligence. they are about to turn that into machine learning, networks that can do a lot of things. so i have to say i don't fully agree with the earlier speaker that it's about repetitive action. artificial intelligence can read radiology, pathology, they can actually outdo the human ability, reducing human error. and i think this will actually greatly transform medicine. so what do i expect? i expect data and technology will greatly change the way we do care, engage patients to be sure -- i agree with jeffrey on that point -- and certainly, health ca

with vendors or adjusting prices or dropping something off the menu, those kinds of things. >> using data this way to revise vendor offers and update products offered, her retail business is what alan calls data driven. lindsey says other shop keepers who simply collect receipts in a drawer, wait until bookkeepers do the math, no matter what kind of business they're in, are getting information too late to use. food costs are not the only numbers she monitors. lindsey also uses bread crumb software to track cash in the register. >> a sign a single register, people make mistakes. if there's a consistent, she works every wednesday, every wednesday we are short, then you know, you tell her. >> alan says this access to data allows owners to make decisions and change plans quickly and effectively. >> the key to data is getting rapid feedback and thinking about action you take. >> data alone is not enough. when this vendor suggested she could save 17 cents a pound on precooked roast beef to replace store cooked supply, she jumped on it and made a big mistake. customers could tell it was commerci

one, use data to show traction. buyers need to know that your product will sell. use data like website visitors, order numbers, and press coverage to show how your product resonates with consumers. two, always have a pitch ready. you never know when you may meet someone who could help you out. keep your phone or tablet stocked with compelling images and charts. and have a fact sheet with all of your specs and contact information ready so that you can send it off at a moment's notice. >>> three, attend trade shows or vendor days. these are great places to meet new buyers. make the most out of them by sending your most knowledgeable and upbeat employees. and if you have a booth, avoid leaving it so there's always someone around to answer a question. four, partner with a broker. sales brokers already have relationships with big buyers and know how to get your products in front of the right people. but they also have reputations to protect. like the buyers, before they partner with you, they're going to want to make sure that your product will sell. five, make sure yo

so at least for the bond conversation, it helps us align data to prioritization. o use this to plan for, for example, a lot of the court resurfacing that you're seeing now, are really done less based on data and life expectancy than either complaint or frankly general manager's observation. and so i think this will give us a tool to engage in better planning. and also make the financial case for the resources that we need. how we -- how we use the tool to communicate city-wide prioritization of different classes of assets is a work in progress, because i don't think we fully understand how the data can be presented in realtime, et cetera. >> and also, that's a very good question. to speak to that and one of the things that we're doing differently this time, is that we're actually hiring full-time staff who will be the custodian of the information. and what i mean by that is that if you came to us and said, toks, how many square feet for asphalt do we have in the park? this is information we can pull up for you and give it to you. this is the type of information tha

it is very unclear about how facebook were used and you can guarantee they are monotizing the data >> response to that, is the data that's a big concern and how facebook may use it to advertise to adults? >> well, first of all, adverti e advertising to adults is a fair game if they decide to do that the point is it is not about adults it is about kids as i said, this is training wheel for social media and messaging. millions of kids are on facebook and instagram and snap chat and lying of their age and there is a study showing that parents permitting kids to lie about their age to go on social media. now, they can do it legitimately and parental control and my friends from common sense pointed out, it is not so much of the safety issue. to make a service. >> when i heard this larry, it sounded like a playground for pedophiles who are eager to get in there are uconn vinyou convinced or h seen enough details that you are sure that children will be safe for people pretending to be what they are not i see for example in the video that we have been watching that there are avatars. why coul

outside facebook's social network and the merging of this data into uses facebook accounts we're not convinced the users have given their effective consent to facebook's data tracking and merging of data into their facebook account. well it also comes as facebook's been accused of being overly intrusive after introducing new facial recognition software that can recognize a person's face even if they haven't been tagged in a picture now it's worth noting this investigation is ongoing here in germany by the competition watchdog they say they are looking into how data is obtained but they're more looking into the fact that facebook seems to sit by and what should observe our lives and interests and then gets information that way for facebook's part they say that the the federal cartel office have misrepresented them by saying that they dominate the social media remit here in germany as far as facebook a concerned there are alternatives that and if there wasn't alternatives only then would they be dominating it's put across but what we are seeing and what we h

so i've given you a couple of examples, real world use of big data. how about an example that's out of this world, literally? so we're also using big data to overcome both the challenges and achieve the opportunities in outer space. so think back almost 50 years ago. apollo, we sent astronaut toss the moon -- astronauts to the moon. the apollo guidance computer had 64 kill bites of memory. it operated at a blistering 43kilohertz. so when we or send astronauts out into deep space on orion in the future, that spacecraft generates two terabytes -- i won't exaggerate -- two terabytes of data every hour: so that's like ten million times the data rate, the telemetry data rate of apollo. so our next flight is going to be unmanned, but soon after that we're going to send astronaut toss the moon and, ultimately, to mars. the rate and the speed at which we're going to be able to do that, how soon that happens is going to depend extensively on our ability to use big data to monitor trajectory, speed, altitude, things like tank pressures, battery voltages. so we'v

we have to think of some other things that will help us collect data and give everyone a chance to be interviewed enough to get a representative sample. another way to answer that is that we will be around in our industry as long as we are useful. if we can't hit the mark, time and time again, candidates will look for something else. mr. roe: to add on briefly -- analytics can tell you for example, instead of 6% in iowa, it can give you more specifics. without polling to understand what moves them, there is an agreement and there is movement. are you against the abuse of of opioids but does that move you to vote with someone who agrees. the door to door is another avenue. it is two bucks to knock a door these days. use all the to avenues. when crews found the data scoring and surveys, you found upset aboutere this firework issue. you were able to connect with people. and their anger over this issue. red light cameras. in the des moines, iowa area. people hated those. if you can find an issue people agree with specifically, it is a special moment in politics. we were going to talk abou

as to the use of that data they but they will use it for their own commercial gains between advertising recommending friends that we might get in touch with or some or some such a game we wouldn't think of that is terribly impactful but we lose track i work in this field and i i couldn't tell you where who and how my data is being used and that's that's slightly frightening i've got to say the words to of course fake news to what extent is algorithm machine learning how are they involved in the spread of fake news which is you know come to dominate the headlines over the past couple of years and there's been a lot of people saying well this is all down to computers managing to spread the misinformation who is to blame for that. ultimately people want to spread fake news for particular purposes whether that's too for advertising or whether it's to try and destabilize nations. is almost the same computers and i are used in two areas the first area comes back to the question you posed earlier which is if we only had a certain amount of money to spend where and how would we spend it most wi

plantead's suggestion to use the data to show the backlog of complaints. when we began this work, there were complaints stretching back to 2014 and now we're on the cusp of 2018 and now we don't have things pending from two months ago or two years ago and so that's very powerful evidence to show the resources that the city has committed to us and mayor lee was instrumental in that. when cuts were being asked for across the board, you know, he didn't mandate that we had to go along with those cuts. and i think that's part of his legacy, is the support for the commission and i would like to explore ways in the upcoming couple of months to see whether or not that support can be institutionalized in some legislative fashion that would help to preserve the independence and integrity and resources to do the work. >> commissioner keane: you made a very important point about mayor lee. ever since we started to emphasize it to him, he's been responsive to that. now we have a new day and everything starts from zero in san francisco when you get a shake-up like this.

on these android devices you can get over the air radio without using data cap for less battery life so there is a lot of consumer protection and efficiency in public safety that will one day be considered a must to you the story of my friend gary shapiro who runs the consumer electronics association he was never for this until he was caught in the sonoma california fires and wrote a marvelous piece about his experience when they lost electricity and power and everything went down, lights, tv, cell phones did not work and he said i just wish i got power but i have no signal i wish it had the fm chip to find out where to go to be safe or be rescued and how to get out of here. he ended up going to his car radio to turn it on to find out what was happening with this calamity in the california valley. so he became a convert to the public safety value to have the fm chip. we hope apple sees that as a value one day and add that to the value of their product. >> should that be a mandate? >> essentially ever since the individual mandate of healthcare that is a tough word on capitol hill. i a

using the same data. we use a neuron no word to figure out ok i wish shopkeeper. behaves like how much does this one cost sixty dollars. when i get on board when they spare how francs for your own part of the good i well so even though the training sets were too extreme shopkeeper behaviors were oblivious able to make a choice in between those two this. time of the idea is pretty old probably about fifteen years old and is held together by duct tape with. the looks a little clunky but i think that's part of its charm actually and i think it's more relatable even than you know slick white flashy you know modern robot but really the thing that makes really really unique is that was one of the first communication robots so besides looks what are some differences between nobody in america of course can't move her legs that's one thing also her software is much more advanced like we showed you the intention based behaviors he doesn't have anything like that right now. the use of robots in manufacturing is growing according to the international federation of robotics on

. >>> apple is teaming up with stanford university to study irregular heartbeats using data from apple watches. now, it launched the apple heart study act to collect the data. the apple detect irregular heartbeats using the sensor in the watch and then send a notification to the person wearing it. the study will be used to detect and analyze irregular heartbeats. >>> time is 4:55. facebook is expanding to fremont. according to the san jose mercury news, facebook is leasing two office buildings in the arden would neighborhood. one building is 100,000 square feet. the other is 90,000 square feet. which means an estimated 950 employees could work at those fremont locations. as of a month ago, facebook employees 21,000 people all over the world. >>> firefighters in marin county will deliver bicycles to people in the north bay who lost their homes in the october wildfires. in an online post, firefighters say they will be in san jose picking up new bikes donated by san jose based turning wheels for kids. the firefighters deliver 900 bikes to kids and adults in santa rosa earlier this month.

i have given you a couple of examples, real-world use of big data. have an example that's out of this world, literally. we are also using big data to overcome both the challenges and achieve the opportunities in outer space. think back almost 50 years ago we send astronauts to the moon. the apollo guidance computer had 64 kilobytes of memory. it operated at a blistering 43 kilohertz. when we send astronauts into deep space, now that spacecraft generates 200 share otwo terabytes, i don't want to exaggerate, two terabytes of data every hour. that's 10 million times the data rate of apollo. our next flight will be on land, but soon after that we will send astronauts to the moon and ultimately to mars. how soon that happens will do depend extensively on our ability to use big data, speed, altitude, we've created what we call mark five insight. what mark five allows us to do, first of all it totally streamlines our ability to analyze this huge amount of data on the ground, but more important, in real time, on the mission, now we can compare all of the data

on this trip, the researchers didn't encounter any large clouds, but they did collect some useful datatheir analysis will take years -- years in which temperatures will continue to climb. kim: many of the things we associate with svalbard are changing. and to that extent, it is detrimental to the svalbard we know. reporter: the mild weather is certainly detrimental to dog sledding. people in lonyearbyen worry that one day the dogs here will no longer pull sleds, but carts all year round. michelle: while norway is considered a leader in climate change policy, poland is actively opposing measures to combat global warming. the government is reluctant to give up its reliance on coal, and environmentalists are now scrambling to save a vast ancient forest there. considered the last remaining primeval forest in europe, it dates back thousands of years and is home to 12,000 species. but if state-sponsored logging continues at its current rate, activists warn the woodland will be irrevocably damaged. reporter: on patrol in a primeval forest in poland. two environmental activists are inspecting

execution-oriented approach, so with autonomous vehicles it is important to launch, collect data, and use data product better. forave a lot of respect didi. they have a big incentive to make it work because they will lose more money if they don't replace the driver. same with uber. i am actually a little bit contrarian in believing that shared-economy companies have a good shot, because they are the ones who most desperately need to get autonomous driving to work to fix their profit and loss problems. aily: you are an investor in bike sharing player. other bike sharing players have disappeared. do you see these businesses going under and investor cash disappearing? >> shared bicycle is a winner take all market. consolidation has happened. there is one player left. they can kill each other or merge. we think we have the right product, so we hopefully it will be merged. emily: are they considering a merger? kai-fu: not that i am aware of, but on people's minds. emily: it is something you would like to see? we-fu: as investors come up would like to facilitate the fastest road to prosperity, and w

on this trip, the researchers didn't encounter any large clouds, but they did collect some useful datatheir analysis will take years -- years in which temperatures will continue to climb. kim: many of the things we associate with svalbard are changing. and to that extent, it is detrimental to the svalbard we know. reporter: the mild weather is certainly detrimental to dog sledding. people in lonyearbyen worry that one day the dogs here will no longer pull sleds, but carts all year round. michelle: while norway is considered a leader in climate change policy, poland is actively opposing measures to combat global warming. e government is reluctant to give up its reliance on coal, and environmentalists are now scrambling to save a vast ancient forest there. considered the last remaining primeval forest in europe, it dates back thousands of years and is home to 12,000 species. but if state-sponsored logging continues at its current rate, activists warn the woodland will be irrevocably damaged. reporter: on patrol in a primeval forest in poland. two environmental activists are inspecting th

giant facebook is accused of abusing its monopoly in germany and of inappropriate collection of uses data. also of live uprooted urges security services to create a safe barrier against foreign interference in russia ahead of the presidential elections next year.

data changes. this was last updated this year, taylor, right? and we are using census data and we're using cal enviroscreen data that does get updated from time to time. and so the parks that are in our equity zones and they slip out, it's not stagnant, it's an evolving document. but you can see some of the metrics that we have and for example, it covers approximately 20% of our population, but 40% of our parks by number but only 15% of the acreage. okay? which means that we have a lot of smaller parks in some of our equity zones. to the good, 53% of all of our capital investment is going into equity zone parks and facilities. more than double the size of the equity zone, which means that our capital planning and some of the work that you all are asking us to do is truly targeted on parks that from a data perspective fall within our equity zones. within our equity zones is where you're going to also see some of the highest rates of public safety challenges, about 59% of all san francisco park incidents that are recorded and then happen within 500 feet of a are a

and algorithm uses the data to create a digital double it can communicate emotions like a real human being used in facial expressions. the biggest challenge is making the avatars a pan natural rather than a still have machines. to meet this challenge the algorithm is fed countless examples of facial expressions so how to real people express themselves when they're interested ashamed gleeful or jealous. it's hard to distinguish the copy from the original and essence aside the space twin is created. we definitely want to create virtual faces that are realistic enough that we can have an emotional connection to them because we think that a lot of the applications that we want to use virtual characters and. virtual teacher virtual colleagues that you will train with for some sort of task if it's going to simulate the human experience and the effectiveness of working with other people it needs to be able to evoke some of the same emotional and empathic connections. eventually people created in the bar tree can do more than any hollywood action hero and they're programmed in such a way that

data around the internet as fast as possible. they explained that most websites actually aren't just based out of one location, like curacao. instead, they use network of data centers and servers spread around the world, allowing them to communicate quickly with potential customers. >> we sort of had the implicit understanding that they were where they said they were, but you're saying it actually is coming from servers sitting in different places geographically. >> if you're a provider or content provider of any means, whether it's gambling or otherwise, you want that to perform well. so you'll tend to see these providers go to get closer to where their actual... >> closer to the consumer? >> to the consumer. >> if you're accessing a website, part of it may exist in a data center in new york, part of it may exist in somebody's corporate data center, in an office in columbus or st. louis. >> if you know where to look, you can start... >> bogdanich: you know where to look? >> we know where to look, and we know how to look. >> narrator: they can track websites' different locations using internet data and a technique called trace routing. we as