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Extreme Temperatures Fuel Online Hate Speech
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Extreme Temperatures Fuel Online Hate Speech

“Detecting hate tweets in more than four billion tweets from U.S. users with our AI-algorithm and combining them with weather data, we found that both the absolute number and the share of hate tweets rise outside a climate comfort zone: People tend to show a more aggressive online behaviour when it’s either too cold or...

ClearBuds: First Wireless Earbuds That Clear Up Calls Using Deep Learning
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ClearBuds: First Wireless Earbuds That Clear Up Calls Using Deep Learning

As meetings shifted online during the COVID-19 lockdown, many people found that chattering roommates, garbage trucks and other loud sounds disrupted important conversations.  This experience inspired three University of Washington researchers, who were roommates during the pandemic, to develop better earbuds. To enhance the speaker’s voice and reduce background noise, “ClearBuds” use a novel microphone...

These Red Flags Can Let You Know When You’re in an Online Echo Chamber
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These Red Flags Can Let You Know When You’re in an Online Echo Chamber

Researchers at UC Santa Cruz have identified specific elements of tone and style in online speech that are linked to hyperpartisan echo chambers. The findings are now published in the journal Discourse & Society.  Online echo chambers are virtual spaces that gather like-minded individuals. Prior research has shown that people are more likely to believe and...

Keeping Web-Browsing Data Safe from Hackers
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Keeping Web-Browsing Data Safe from Hackers

Malicious agents can use machine learning to launch powerful attacks that steal information in ways that are tough to prevent and often even more difficult to study. Attackers can capture data that “leaks” between software programs running on the same computer. They then use machine-learning algorithms to decode those signals, which enables them to obtain...

Older Latinos Redefine Family to Include Friends, Neighbors, Other Community Members
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Older Latinos Redefine Family to Include Friends, Neighbors, Other Community Members

Latinos view the support of friends, neighbors and other community members as so vital to their well-being in later life that they redefine these relationships as family, researchers say in a new study that explored older Latinos’ perspectives on positive aging. This redefinition of social relationships in old age, called “convivir,” which means to coexist,...

Amazon Rainforest Foliage Gases Affect the Earth’s Atmosphere
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Amazon Rainforest Foliage Gases Affect the Earth’s Atmosphere

​Plant-foliage-derived gases drive a previously unknown atmospheric phenomenon over the Amazon rainforest, according to a recent study by researchers at Pacific Northwest National Laboratory (PNNL).   The findings have important applications for atmospheric science and for climate change modeling.  “The tropical Amazon rainforest constitutes the lungs of the Earth, and this study connects natural processes in the forest to...

A Tool for Predicting the Future
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A Tool for Predicting the Future

Whether someone is trying to predict tomorrow’s weather, forecast future stock prices, identify missed opportunities for sales in retail, or estimate a patient’s risk of developing a disease, they will likely need to interpret time-series data, which are a collection of observations recorded over time. Making predictions using time-series data typically requires several data-processing steps...