Friday, November 22, 2024
Home Blog Page 1126

New technique makes lengthy privacy notices easier to understand by converting them into machine-readable formats

0
New technique makes lengthy privacy notices easier to understand by converting them into machine-readable formats


privacy notice
Credit: Pixabay/CC0 Public Domain

An Aston University researcher has suggested a more human-friendly way of reading websites’ long-winded privacy notices.

A team led by Dr. Vitor Jesus has developed a system of making them quicker and easier to understand by converting them into machine-readable formats. This technique could allow the browser to guide the user through the document with recommendations or highlights of key points.

Providing privacy information is one of the key requirements of the UK General Data Protection Regulation (GDPR) and the UK Data protection Act but trawling through them can be a tedious manual process.

In 2012, The Atlantic magazine estimated it would take 76 days per year to diligently read privacy notices.

Privacy notices let people know what is being done with their data, how it will be kept safe if it’s shared with anyone else and what will happen to it when it’s no longer needed.

However, the documents are written in non-computer, often legal language, so in the paper Feasibility of Structured, Machine-Readable Privacy Notices Dr. Jesus and his team explored the feasibility of representing privacy notices in a machine-readable format.

Dr. Jesus said, “The notices are essential to keep the public informed and data controllers accountable, however they inherit a pragmatism that was designed for different contexts such as software licenses or to meet the—perhaps not always necessary—verbose completeness of a legal contract.

“And there are further challenges concerning updates to notices, another requirement by law, and these are often communicated off-band, e.g., by email if a user account exists.”

Between August and September 2022, the team examined the privacy notices of 50 of the U.K.’s most popular websites, from global organizations such as Google.com to U.K. sites such as john-lewis.com. They covered a number of areas such as online services, news and fashion to be representative.

The researchers manually identified the notices’ apparent structure and noted commonly-themed sections, then designed a JavaScript Object Notation (JSON) schema which allowed them to validate, annotate, and manipulate documents.

After identifying an overall potential structure, they revisited each notice to convert them into a format that was machine readable but didn’t compromise both legal compliance and the rights of individuals.

Although there has been previous work to tackle the same problem, the Aston University team focused primarily on automating the policies rather than data collection and processing.

Dr. Jesus, who is based at the University’s College of Engineering and Physical Sciences said, “Our research paper offers a novel approach to the long-standing problem of the interface of humans and online privacy notices.

“As literature and practice, and even art, for more than a decade have identified, privacy notices are nearly always ignored and “accepted” with little thought, mostly because it is not practical nor user-friendly to depend on reading a long text simply to access, for example, a news website. Nevertheless, privacy notices are a central element in our digital lives, often mandated by law, and with dire, often invisible, consequences.”

The paper was published and won best paper at the International Conference on Behavioural and Social Computing, November 2023, now indexed at IEEE Xplore.

The team are now examining if AI can be used to further speed up the process by providing recommendations to the user, based on past preferences.

More information:
Vitor Jesus et al, Feasibility of Structured, Machine-Readable Privacy Notices, 2023 10th International Conference on Behavioural and Social Computing (BESC) (2024). DOI: 10.1109/BESC59560.2023.10386763

Provided by
Aston University


Citation:
New technique makes lengthy privacy notices easier to understand by converting them into machine-readable formats (2024, June 20)
retrieved 24 June 2024
from https://techxplore.com/news/2024-06-technique-lengthy-privacy-easier-machine.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.





Source link

New fabric makes urban heat islands more bearable

0
New fabric makes urban heat islands more bearable


New fabric makes urban heat islands more bearable
As solar light is visible and the thermal radiation emitting from buildings and pavement in an urban heat island is infrared, the UChicago Pritzker School of Molecular Engineering team had to engineer the fabric to exhibit two different sets of optical properties at the same time. Credit: John Zich / UChicago Pritzker School of Molecular Engineering

This year has already seen massive heat waves around the globe, with cities in Mexico, India, Pakistan and Oman hitting temperatures near or past 50 degrees Celsius (122 degrees Fahrenheit).

As global temperatures and urban populations rise, the world’s cities have become “urban heat islands,” with tight-packed conditions and thermal radiation emitting from pavement and skyscrapers trapping and magnifying these temperatures. With 68% of all people predicted to live in cities by 2050, this is a growing, deadly problem.

In a paper publishedin Science, researchers from the UChicago Pritzker School of Molecular Engineering (PME) detail a new wearable fabric that can help urban residents survive the worst impacts of massive heat caused by global climate change, with applications in clothing, building and car design, and food storage.

In tests under the Arizona sun, the material kept 2.3 degrees Celsius (4.1 degrees Fahrenheit) cooler than the broadband emitter fabric used for outdoor endurance sports and 8.9 degrees Celsius (16 degrees Fahrenheit) cooler than the commercialized silk commonly used for shirts, dresses and other summer clothing.

This, the team hopes, will help many avoid the heat-related hospitalizations and deaths seen in global population centers this year alone.

“We need to reduce carbon emission and make our cities carbon negative or carbon neutral,” PME Asst. Prof. Po-Chun Hsu said. “But meanwhile, people are feeling the impact of these high temperatures.”

New fabric makes urban heat islands more bearable
UChicago Pritzker School of Molecular Engineering Ph.D. candidate Chenxi Sui (left) and Asst. Prof. Po-Chun Hsu show off a sample of a new cooling textile that reflects both direct sunlight and the thermal radiation from pavement and buildings in urban heat islands. Their results, published in Science, show the material keeps 2.3 degrees Celsius (4.1 degrees Fahrenheit) cooler than outdoor endurance sports fabric and 8.9 degrees Celsius (16 degrees Fahrenheit) cooler than commercialized silk. Credit: John Zich / UChicago Pritzker School of Molecular Engineering

‘You have to consider the environment’

Existing cooling fabric for outdoor sports works by reflecting the sun’s light in a diffuse pattern so it doesn’t blind onlookers. But in an urban heat island, the sun is only one source of heat. While the sun bakes from above, thermal radiation emitted from buildings and pavement blast city-dwellers with blistering heat from the sides and below.

This means many materials that perform well in lab tests won’t help city-dwellers in Arizona, Nevada, California, Southeast Asia and China when predicted massive heat waves hit them over the next few weeks.

“People normally focus on the performance or the material design of cooling textiles,” said co-first author Ronghui Wu, a postdoctoral researcher at PME. “To make a textile that has the potential to apply to real life, you have to consider the environment.”

One simple example of considering the environment is that people stand. They are wearing materials designed to reflect direct sunlight, but only their hats, shoulder coverings and the tops of their shoes—about 3% of their clothing—face that direct light. The other 97% of their clothes are being heated by the thermal radiation coming at them from the sides and below, which broadband emitter fabric does not fight.

The sun and sidewalk cook with different heats. Creating one material capable of protecting wearers from both provided a major engineering challenge for the team.

“Solar is visible light, thermal radiation is infrared, so they have different wavelengths. That means you need to have a material that has two optical properties at the same time. That’s very challenging to do,” said co-first author Chenxi Sui, a Ph.D. candidate at PME. “You need to play with material science to engineer and tune the material to give you different resonances at different wavelengths.”

New fabric makes urban heat islands more bearable
Chenxi Sui and Ronghui Wu of the UChicago Pritzker School of Molecular Engineering, co-first authors of a new paper in Science, test their new radiative cooling fabric in Apache Junction, Arizona, in 2023. The team also tested the material in the urban heat islands of Chicago, Illinois. Credit: Chenxi Sui / UChicago Pritzker School of Molecular Engineering

The costs of comfort

Cooling a home too often means warming the planet, with the carbon impact of air conditioning and refrigeration systems contributing to climate change.

“Our civilization actually uses about 10 to 15% of the energy in total just to make ourselves feel comfortable wherever we go,” Hsu said.

The risk from heat is not distributed evenly, however. In the U.S. and Japan, more than 90% of households have an air conditioner, a number that drops to 5% in India and parts of Africa.

The PME team’s new textile, which has received a provisional patent, can help provide a passive cooling system that can supplement and reduce the need for energy- and cost-intensive systems.

The applications go far beyond clothing.

A thicker version of the fabric protected by an invisible layer of polyethylene could be used on the sides of buildings or cars, lowering internal temperatures and reducing the cost and carbon impact of air conditioning. Similarly, the material could be used to transport and store milk and other foods that would otherwise spoil in the heat, cutting refrigeration’s impact.

“You can save a lot of cooling, electricity and energy costs because this is a passive process,” Sui said.

More information:
Ronghui Wu et al, Spectrally engineered textile for radiative cooling against urban heat islands, Science (2024). DOI: 10.1126/science.adl0653

Citation:
New fabric makes urban heat islands more bearable (2024, June 13)
retrieved 24 June 2024
from https://techxplore.com/news/2024-06-fabric-urban-islands-bearable.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.





Source link

Climate change will increase value of residential rooftop solar panels across US, study finds

0
Climate change will increase value of residential rooftop solar panels across US, study finds


Climate change will increase value of residential rooftop solar panels across US, study shows
Waterfall charts showing the average change in household revenues from solar per unit of installed solar under a moderate climate warming scenario (RCP 4.5). Subplots (a) and (b) show the changes from 2000 in 2050 and 2100, respectively. Purple bars indicate the total change in household revenues. Blue and orange bars isolate the effects of household cooling and solar radiation changes, respectively, on household revenues. Credit: Shi et al. in Nature Climate Change, 2024.

Climate change will increase the future value of residential rooftop solar panels across the United States by up to 19% by the end of the century, according to a new University of Michigan-led study.

The study defines the value of solar, or VOS, as household-level financial benefits from electricity bill savings plus revenues from selling excess electricity to the grid—minus the initial installation costs.

For many U.S. households, increased earnings from residential rooftop solar could total up to hundreds of dollars annually by the end of the century, say the authors of the study, which is scheduled for publication April 19 in the journal Nature Climate Change.

“Given the average 25-year lifespan of a rooftop solar installation, a system built today will nearly experience 2050 weather,” said study senior author Michael Craig, assistant professor of energy systems at the U-M School for Environment and Sustainability and of industrial and operations engineering at U-M’s College of Engineering.

“So, it’s important for households to think of future value when building solar. If households do so, our findings indicate they would see even greater value from solar, and might decide to build more.”

Public awareness of the increased future value of rooftop solar could spur greater adoption of the technology, which in turn could accelerate efforts to decarbonize the power-generation system in the United States and globally, the study shows.

The expected financial gains seen in the study were driven largely by increased demand for residential air-conditioning as the climate warms. The other key factor affecting the value of rooftop photovoltaic systems, the researchers say, is future solar-panel performance in response to climate change.

Craig and colleagues analyzed data from 2,000 households in 17 U.S. cities and estimated air-conditioning demand and solar-panel performance under future climates using a moderate climate-warming scenario called RCP-4.5.

The value of rooftop solar panels increased in nearly all the cities, in both warm and cold locations. Miami saw the largest increase in value, while only Minneapolis saw a decrease in the financial benefits of rooftop solar for households.

“This is the first study to quantify the value of rooftop solar under climate change, and we show that households across the U.S. will realize greater cost savings from rooftop solar under future weather than under historic weather,” said study lead author Mai Shi, a former U-M visiting doctoral student now at Tsinghua University in Beijing.

As home-cooling demands rise, a greater proportion of solar-generated electricity will be used to cool the home, rather than being sold to the electrical grid, benefiting owners of rooftop solar systems, according to the study.

That’s because—in many states—solar energy used to power a home reduces the homeowner’s electric bill by the full retail cost of electricity, while electricity that is sent to the grid is credited at a lower rate.

“Greater cooling demand means more solar power is consumed at the household rather than sent back to the grid,” Craig said. “And it’s generally more valuable for a rooftop photovoltaic owner to consume the power generated by their PV panel, rather than exporting it to the grid.”

Under the moderate RCP-4.5 climate scenario, demand for residential space cooling is expected to increase in all 17 cities studied. Cooling demand will increase by an average of 35% by mid-century and by an average of 64% by the end of the century, across all households in all of the cities, the researchers say.

The other key factor affecting the future value of residential rooftop photovoltaics is solar-panel performance in response to rising air temperatures and changes in cloud cover.

Solar panels work best in cool, sunny weather. As air temperature or cloud cover increase, the amount of electricity generated by a solar panel declines. The study found that future solar-panel performance will vary from place to place across the U.S., depending on weather conditions.

In cities such as Ann Arbor, Austin, Chicago, Dallas, Detroit, Houston, Louisville and Milwaukee, rising air temperatures will decrease solar panel efficiency, but reduced cloud cover will likely increase the amount of sunlight reaching panels, on average. The two factors “are opposing but roughly comparable,” meaning they cancel each other out, the researchers say.

But cities such as Baltimore, Boston, Los Angeles, Minneapolis, New York City and Phoenix are expected to be both warmer and cloudier in response to climate change, which will “significantly decrease” the electrical output of rooftop solar.

Even so, increased cooling demand in all 17 cities will likely outweigh changes in panel electrical output, resulting in financial gains for owners of rooftop solar in nearly every case, according to the study. Minneapolis, where limited future increases in cooling demand will combine with decreased electrical output from rooftop solar panels, is an exception.

While future financial gains from rooftop solar will be reaped mainly by households that can afford to install panels, various programs are in place to increase accessibility, so that more people share in the anticipated benefits, Craig says.

For example, there are programs that defray the costs of solar, opening it up to lower-income individuals. Governments can also install rooftop solar on public buildings, such as subsidized housing, to cover the capital costs while providing solar benefits to tenants. And community solar programs can benefit entire communities, including households that lack the means or ability to access rooftop solar themselves.

In addition to Craig and Shi, the other author of the paper is Xi Lu of Tsinghua University.

More information:
Climate change will impact the value and optimal adoption of residential rooftop solar. Nature Climate Change (2024). DOI: 10.1038/s41558-024-01978-4

Citation:
Climate change will increase value of residential rooftop solar panels across US, study finds (2024, April 19)
retrieved 24 June 2024
from https://techxplore.com/news/2024-04-climate-residential-rooftop-solar-panels.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.





Source link

EU accuses Apple of breaking bloc’s digital rules

0
EU accuses Apple of breaking bloc's digital rules


Apple and the EU are at loggerheads over the landmark Digital Markets Act, which the iPhone maker has criticised
Apple and the EU are at loggerheads over the landmark Digital Markets Act, which the iPhone maker has criticised.

Apple risks billions of euros in fines after the European Union on Monday accused the iPhone maker of violating the bloc’s landmark digital rules by hindering competition on its App Store.

The European Commission informed Apple in a “preliminary view” that the “App Store rules… prevent app developers from freely steering consumers to alternative channels for offers and content”.

The finding opens a new front in the increasingly bitter fight between the US tech giant and Brussels over the EU’s new Digital Markets Act (DMA), and may force changes to the way the App Store operates in the bloc.

On Friday, Apple said it would delay rolling out recently announced AI features in Europe because of “regulatory uncertainties” linked to the DMA.

The sweeping law seeks to rein in the world’s biggest tech firms, including Apple, by forcing them to open up to competition in the 27-country EU.

But for Apple, the new rules are a significant challenge to its walled garden and it has openly accused the DMA of creating greater privacy and security risks for users.

This is the first time the commission has leveled a formal accusation against a tech firm under the new rules, after opening the first DMA probes into Apple, Google and Meta in March.

Apple said Monday that it has made “a number of changes” to comply with the rules in response to feedback from developers and the EU regulator over the past months, and would “continue to listen and engage with the European Commission.”

Apple can now access the commission’s investigation file and reply to the findings. If Apple falls in line with EU rules, it can avoid a fine and Brussels believes it will give European users easier access to cheaper offers.

If the commission’s view is confirmed, it would adopt a “non-compliance decision” by late March 2025—opening the way to fines.

Under the new law, the commission has the power to impose fines of up to 10 percent of a company’s total global turnover. This can rise to up to 20 percent for repeat offenders.

Apple also faces daily penalties of up to five percent of its average daily worldwide turnover if found to be non-compliant.

Apple’s total revenue in the year to September 2023 stood at $383 billion (358 billion euros).

The EU also has the right to break up companies, but only as a last resort.

‘Ending a saga’

The App Store has been at the center of a long-running dispute with the EU, even before the DMA entered into force this year.

The commission in March hit Apple with a 1.8-billion-euro fine after reaching similar conclusions in a probe launched in 2020 following a complaint from Swedish music streaming giant Spotify.

Apple is appealing the fine.

“Without prejudice to Apple’s right of defense, we are determined to use the clear and effective DMA toolbox to swiftly bring to an end a saga which has already lasted for way too many years,” said the EU’s top tech enforcer, Thierry Breton.

The firm is also under investigation over whether it allows users to easily uninstall apps on its iOS operating system, and the design of the web browser choice screen.

The DMA forces the biggest digital companies to offer choice screens for web browsers and search engines to give users more options.

The EU’s competition commissioner, Margrethe Vestager, defended the law during an event in Amsterdam on Monday. “The DMA is not excessive in its ask.”

She also admitted she found it “surprising” that the big companies did not “take compliance as a badge of honor”.

Targeting Apple’s new core

On Monday, the commission also opened a parallel investigation into Apple over changes already made to comply with the DMA by allowing third-party app stores.

Brussels said it will look at whether the core technology fee—a new fee structure for third-party store developers—complies with the law.

It will also investigate the steps a user has to take to download an alternative app store and whether this is in line with the DMA.

The commission separately announced it had closed an antitrust case opened in 2020 against Apple and its App Store terms, since there is now a probe under the DMA.

Apple is not the only tech titan in the EU’s sights.

Google parent Alphabet, Amazon, Meta, Microsoft and TikTok owner ByteDance must also comply with the DMA. Online travel giant Booking.com will need to later this year.

© 2024 AFP

Citation:
EU accuses Apple of breaking bloc’s digital rules (2024, June 24)
retrieved 24 June 2024
from https://techxplore.com/news/2024-06-eu-apple-app-breaches-bloc.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.





Source link

Engineers create GPS-like smart pills with AI

0
Engineers create GPS-like smart pills with AI


From wearables to swallowables: USC Engineering researchers create GPS-like smart pills with AI
From Wearables to Swallowables: USC Engineering Researchers Create GPS-like Smart Pills with AI. Credit: Khan Lab at USC Viterbi School of Engineering

Imagine finding your location without GPS. Now apply this to tracking an item in the body. This has been the challenge with tracking “smart” pills—pills equipped with smart sensors–once swallowed. At the USC Viterbi School of Engineering, innovations in wearable electronics and AI have led to the development of ingestible sensors that not only detect stomach gases but also provide real-time location tracking.

Developed by the Khan Lab, these capsules are tailored to identify gases associated with gastritis and gastric cancers. The research, to be published in Cell Reports Physical Science, shows how these smart pills have been accurately monitored through a newly designed wearable system. This breakthrough represents a significant step forward in ingestible technology, which Yasser Khan, an Assistant Professor of Electrical and Computer Engineering at USC, believes could someday serve as a “Fitbit for the gut” and for early disease detection.

While wearables with sensors hold a lot of promise to track body functions, the ability to track ingestible devices within the body has been limited. However, with innovations in materials, the miniaturization of electronics, as well as new protocols developed by Khan, researchers have demonstrated the ability to track the location of devices specifically in the GI tract.

Khan’s team with the USC Institute for Technology and Medical Systems Innovation (ITEMS) at the Michelson Center for Convergent Biosciences, placed a wearable coil that generates a magnetic field on a t-shirt. This field, coupled with a trained neural network, allows his team to locate the capsule within the body. According to Ansa Abdigazy, lead author of the work and a Ph.D. student in the Khan Lab, this has not been demonstrated with a wearable before.

The second innovation within this device is the newly created “sensing” material. Capsules are outfitted not just with electronics for tracking location but with “optical sensing membrane that is selective to gases.” This membrane is comprised of materials whose electrons change their behavior within the presence of ammonia gas.

Ammonia—is a component of H pylori—gut bacteria that, when elevated, could be a signal of peptic ulcer, gastric cancer, or irritable bowel syndrome. Thus, says Khan, “The presence of this gas is a proxy and can be used as an early disease detection mechanism.”

The USC team has tested this ingestible device in many different environments including liquid environments and simulating a bovine intestine. “The ingestible system with the wearable coil is both compact and practical, offering a clear path for application in human health,” says Khan. The device is currently patent pending and the next step is to test these wearables with swine models.

Beyond the use of this device for early detection of peptic ulcers, gastritis, and gastric cancers, there is potential to monitor brain health. How? Because of the brain-gut axis. Neurotransmitters reside in the gut and “how they’re upregulated and downregulated have a correlation to neurodegenerative diseases,” says Khan.

This focus on the brain is the ultimate goal of Khan’s research. He is interested in developing non-invasive ways to detect neurotransmitters related to Parkinson’s and Alzheimer’s.

More information:
Angsagan Abdigazy et al, 3D gas mapping in the gut with AI-enabled ingestible and wearable electronics, Cell Reports Physical Science (2024). DOI: 10.1016/j.xcrp.2024.101990

Citation:
From wearables to swallowables: Engineers create GPS-like smart pills with AI (2024, June 14)
retrieved 24 June 2024
from https://techxplore.com/news/2024-06-wearables-swallowables-gps-smart-pills.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.





Source link