Advances in AI and machine learning have sparked interest from governments that would like to use these tools for patrolling (巡查) purposefully before hand to prevent crime. However, early efforts at crime prediction have been controversial, because they do not allow for systematic biases (偏见) in police enforcement and its complex relationship with crime and society.
University of Chicago (UC) data and social scientists have developed a new algorithm (算法) that forecasts crime by learning patterns in time and geographic locations from public data on violent and property crimes. It has demonstrated success at predicting future crimes one week in advance with approximately 90% accuracy.
The new tool was tested and validated using historical data from the City of Chicago around two broad categories of reported events: violent crimes and property crimes.
The new model isolates crime by looking at the time and spatial coordinates (坐标) of separate events and detecting patterns to predict future events. It divides the city into spatial sections roughly 1,000 feet across and predicts crime within these areas instead of relying on traditional neighborhood or political boundaries, which are also subject to bias. The model performed just as well with data from seven other US cities.
Ishanu Chattopadhyay, senior author of the study, is careful to note that the tool’s accuracy does not mean that it should be used to direct law enforcement, with police departments using it to flock to neighborhoods ahead of time to stop crime. Instead, it should be added to a toolbox of urban policies and policing strategies to address crime.
“We created a digital twin of urban environments. If you feed it data from what happened in the past, it will tell you what’s going to happen in future. It’s not magical; there are limitations, but we tested it and it works well,” Chattopadhyay said. “Now you can use this as a model tool to see what happens if crime goes up in one area, or there is increased enforcement in another area. If you apply all these different data, you can see how the system evolves in response.”
1. What information would data and social scientists in UC collect?A.Periods of traffic jams. | B.Items of lost and found. |
C.Thefts and robberies on the street. | D.Casualty (伤亡) in traffic accidents. |
A.Confirmed. | B.Modified. | C.Classified. | D.Abandoned. |
A.The advantages and disadvantages of this new tool. |
B.The principles and good performances of this new tool. |
C.Positive feedback from some other experts in this field. |
D.The hard process of Chattopadhyay’s developing this tool. |
A.He does not think it’s accurate enough to put into use. |
B.The limitations are to be removed for a better performance. |
C.The police department can wholly rely on it to prevent criminals. |
D.It can be of help when the authority make policies concerning crimes. |
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【推荐1】What if your smartphone or laptop starts charging as soon as you walk in the door? Scientists have developed a specially-built room that can conduct energy to a variety of electronic devices within it without plugs or batteries.
It’s a custom test room of about 18 cubic meters, built from conductive aluminum(铝) panels with a metal pole running down the middle. When the scientists ran an electric current through the walls and pole following a set pattern, it generated two separate magnetic (磁的) fields: one that fills the center of the room and the other that covers the corners, thus allowing any devices within the space to charge.
By carrying out tests, scientists found their method could deliver 50 watts of power throughout the room. firing up all devices they tested. Without safeguards, running currents through the room's metal walls would typically fill it with two types of waves: electric and magnetic. This presents a problem, because electric fields can produce heat in biological tissues and pose a danger to humans. So the team built capacitors, devices that store electric energy, in the walls. “It limits the safe magnetic fields to the room volume while limiting risky parts to all the components built in the walls.” lead author Takuya Sasatani explains.
The scientists also tested the room’s safety, and the result showed the absorption of energy would remain well below acceptable limits. “We’re not saying this technology is safe under all circumstances—we’re still exploring,” says study co-author Alanson Sample. “But it shows us that there's still much area to explore.”
But applying the technology is still far in the future. It’s just too burdensome to put aluminum sheets all over the walls-that benefit doesn't make sense yet. “We’ve just developed a brand-new technique. Now we have to figure out how to make it practical,” Sample says. Meanwhile, scientists hope to improve the efficiency of power conduction and remove spots that the charge does not reach.
1. What does paragraph 2 mainly talk about?A.What the room looks like. | B.How electric currents are generated. |
C.How the special room works. | D.What the technology was developed for. |
A.Produce electric power. | B.Measure magnetic field. |
C.Stop devices from heating. | D.Protect people from harm. |
A.Optimistic. | B.Cautious. | C.Doubtful. | D.Content. |
A.The cost. | B.The safety. | C.The effectiveness. | D.The material. |
【推荐2】There are many sources of debate on a long road trip, including route selection, the choice of snacks ,and, probably most importantly, what to play on the radio. Finding a way for all parties to listen to their own audio without the need for headphones has been a goal of car makers for decades and scientists may have finally managed it.
A team from the University of Le Mans in France carefully positioned microphones, speakers and filters (过滤器) to create personalised sound zones (PSZs) inside a car, and the small regions are where sound from a set of speakers can be heard clearly. Outside these, it can not be heard.
One barrier which scientists have previously been unable to overcome was the impact of moving one’s seat. They were able to form a PSZ, but unable to move it to follow a person if they moved the seat forwards or backwards.
The French team created a new algorithm (算法) specifically to tackle this issue, which handles the sound waves to create “bright” and “dark” zones in the car. “Loudspeakers are placed in the headrests. and specific filters for each transducer (换能器) are calculated to reproduce a sound signal that maintains. good quality in the zone under consideration and is strongly weakened in other zones.” said Dr Lucas Vindrola, the author of the study. “The key to the technique working properly is having sufficient microphones placed around the car to detect how many people are in the car and where they are sitting. The price to pay is to have control microphones in the passenger section, so that the algorithm can work.”
However, the technique is not yet ready to be commercially rolled out as a luxurious optional extra just yet, as it currently works only for a limited range of frequencies.
1. What was once a challenge for scientists?A.PSZs could hardly be formed. | B.The sound of moving a seat is loud. |
C.They couldn’t create movable PSZs. | D.The seats couldn’t be moved back and forth. |
A.How the impact of moving one’s seat was addressed. |
B.Why enough microphones are placed around the car. |
C.When the algorithm can work well for all passengers. |
D.Where “bright” and “dark” zones are created in the car. |
A.It currently works without limitation. |
B.It has been put into use commercially. |
C.It can function well with enough microphones. |
D.It is costly to detect the position of microphones. |
A.To launch a new debate. | B.To tackle an old problem. |
C.To advertise an algorithm. | D.To introduce a new technology. |
【推荐3】A solar plane on a round-the-world journey has reached the point of no return over the Pacific Ocean after departing Hawaii, and now it’s California or bust.
The plane was cruising over the cold northern Pacific late Thursday at about 6,000 meters with a nearly-full battery as night descended(降临), according to the website that’s recording the journey of Solar Impulse 2.
After some uncertainty about winds, the plane took off from Hawaii and was on course to land in Mountain View, California, in about three days. The crew that helped it take off was clearing out of its Hawaiian hangar (飞机库)and headed for the mainland for the weekend arrival.
At one point the plane was passed by a Hawaiian Airlines jet whose passengers caught a glimpse of the Solar Impulse 2 before the powerful airliner left the slow-moving one behind.
The aircraft landed in Hawaii in July and was forced to stay in the islands after the plane’s battery system sustained heat damage on its trip from Japan.
The aircraft started its journey in March 2015 from Abu Dhabi, the capital of the United Arab Emirates, and made stops in Oman, Myanmar, China and Japan. It’s on the ninth leg of its circumnavigation(环行).
Pilot Bertrand Piccard, who is flying the latest leg of the trip, was confident on Thursday that things would go according to plan.
Piccard and his co-pilot Andre Borschberg were in charge of the mission. The team was delayed in Asia. When first attempting to fly from Nanjing to Hawaii, the crew had to divert to Japan because of unfavorable weather and a damaged wing.
A month later, when weather conditions were right, the plane departed from Nagoya in Japan for Hawaii.
1. What does the underlined phrase “California or bust” mean in the first paragraph?A.Success or failure. | B.Return or California. |
C.Damage or repair. | D.Destination and success. |
A.Hawaiian Air Jet. | B.Andre Borschberg. |
C.Solar Impulse 2. | D.Solar Challenger. |
A.Because the plane’s battery system sustained heat damage on its trip. |
B.Because it was a slow-moving solar plane. |
C.Because the weather was unfavorable and a wing was damaged. |
D.Because both of the pilots have no confidence about the solar plane. |
A.A Solar Plane Trip in Asia |
B.The Round-the-world Trip |
C.Solar Plane Soars(高飞)from Hawaii to California |
D.A Pleasant Solar Plane Trip from Japan to California |
【推荐1】A bargain is something offered at a low and advantageous price. A more recent definition is: a bargain is a dirty trick to force money out of the pockets of silly and innocent people.
The cost of producing a new—for example—toothpaste would make 80 p the proper price for it, so we will market it at £ 1.20. It is not a bad toothpaste, and as people like to try new things it will sell well to start with; but the attraction of novelty soon fades, so sales will fall. When that happens we will reduce the price to £ l. 15. And we will turn it into a bargain by printing 5 p OFF all over it.
Sometimes it is not 5 p OFF but l p OFF. What breathtaking rudeness to advertise l p OFF your soap or washing powder or whatever! Even the poorest old-age pensioner ought to regard this as an insult(侮辱), but he doesn’t. A bargain must not be missed. People say one has to have washing powder(or whatever)and one might as well buy it a penny cheaper.
The real danger starts when unnecessary things become “bargains”. Many people just cannot resist bargains. Provided they think they are getting a bargain they will buy clothes they will never wear or furniture they have no space for. Once I heard of a man who bought an electric saw as a bargain and cut off two of his fingers the next day. But he had no regrets: the saw had been truly cheap.
Quite a few people actually believe that they make money on such bargains. A lady once told me: “I’ve had a lucky day today. I bought a dress for £120, reduced from £400; and I bought a beautiful Persian carpet for £600, reduced from £900.” It will never occur to her that she has actually wasted £720. She feels as though she had made £ 580. She also feels, I am sure, that if she had more time for shopping, she could make a living out of it.
Some people buy in large quantities because it is cheaper. Once a couple bought enough sugar for their lifetime and the lifetime of their children and grandchildren. They thought it a bargain not to be missed. When the sugar arrived they didn’t know where to store it —until they realized that their toilet was a very spacious one. So that was where they piled up their sugar. Not only did their guests feel rather strange whenever they were offered sugar to put into their coffee, but the toilet became extremely sticky.
To offer bargains is a commercial trick to make the poor poorer. When greedy fools fall for this trick, it serves them right.
1. Which word best describes the language style of the passage?A.Polite. | B.Foolish. | C.Humorous. | D.Serious. |
A.Good quality. | B.Low price. | C.Newness. | D.Curiosity. |
A.It’s a gift for poor people. | B.It’s an offense to shoppers. |
C.It’s a bargain worth trying. | D.It’s a real reduction in price. |
A.Bargains are things people don’t really need. | B.Bargains are often real cheap products. |
C.Bargains help people make a living. | D.Bargains play tricks on people. |
【推荐2】The ISS orbits Earth at an average of 250 miles from the surface of Earth and completes 15.5 circles per day, once every 92 minutes. In other words, the astronauts see the sunrise and sunset 16 times every day!
The station is inhabited by astronauts conducting research in various fields, while also using it as an observatory to explore Earth and outer space. It is also intended to be a transportation center for spacecraft that are bound for the Moon, Mars and other interplanetary voyages.
The crew is not only responsible for the scientific experimentation and research being conducted onboard, but also the upkeep and maintenance of the vessel, a vessel that is continuously in motion and exposed to the worst possible elements. Such conditions are significant area of study for researchers.
The most common effect of space is the initial contact — getting used to such an alien environment. Astronauts are often seen to display anxiety or depression as they adjust to the novelty of space, according to post-psychiatric screenings of astronauts. Other causes of stress are the high pressure of work while being under frequent public observation, being away from home and family, and missing important events.
Sleep is another major factor that affects the mood and efficiency of the astronauts. Due to the irregularity in life and the constant rotation (转动) of sunrise and sunset, the circadian rhythm (生理节律) of the astronauts goes completely haywire, resulting in poor quality of sleep. The shuttle itself is noisy, with essential equipment always in operation to sustain the vessel. Half of all the astronauts onboard rely on sleeping pills to get some rest and manage to get an average 2 hours less sleep than when they’re back on Earth. Sleep is so critical for functionality that 50% of all medicines taken by astronauts in orbit is to help them sleep better. Low-Earth Orbit living is a restless endeavor, indeed.
1. Which of the following is most likely to affect the astronauts’ mood?A.Scientific experiments onboard. |
B.Observation of outer space. |
C.Interplanetary voyages. |
D.Exposure to extreme conditions. |
A.Return to normal. | B.Become out of control. |
C.Go unnoticed. | D.Remain unchanged. |
A.Highly-pressured. | B.Trouble-free. |
C.Safe and sound. | D.Quiet and beautiful. |
A.The functions of the ISS. |
B.The missions of the astronauts. |
C.The mental challenges of living in the ISS. |
D.The splendid view of the space. |
【推荐3】School uniforms are becoming more and more popular across the U.S.A. That's no surprise, because they offer many benefits. They immediately remove the powerful social labels from clothing. If all students are dressed in the same way, they will not pay too much attention to their clothing, and some of them will not be laughed at for wearing the "wrong" clothes.
Some people are against the strict rule of school uniforms, but they do not realize that students already accept a kind of rule — wanting to look just like their friends.
As in other places, uniforms remind the wearers of their purposes and duties. For example, when a man or woman puts on a police uniform, he or she becomes the symbol of law and order. The uniform means his or her special duties to the wearer and sends the same message to everyone the wearer meets. People with different jobs wear different uniforms. For students, the school uniform reminds them that their task for the six or seven hours in school is to get education.
Some parents are unhappy about uniforms, saying that school uniforms will affect their children's "creativity." First, as noted above, the clothes students choose to wear do not necessarily express their individuality (个性). They just copy their classmates. Second,while students are in school, their job is to master reading, writing and maths. Mastery of those skills will be good for the students to build up their creativity in every way.
1. In Paragraph 1, the word "benefits" probably means______________.A.tasks | B.messages | C.differences | D.advantages |
A.prevent the wearers from being laughed at |
B.help the wearers keep their duties in mind |
C.are seen as a symbol of power |
D.help to develop students’ creativity |
A.they fail to realize that students have accepted the uniforms |
B.they believe that uniforms will make students less creative |
C.they don't agree that uniforms can remove social labels |
D.they think that school uniforms are too popular |
A.it makes no difference whether to wear school uniforms or not |
B.students’ individuality may not come from school education |
C.students’ creativity is related to the clothes they choose |
D.school uniforms help to create equality among students |