A new framework, DUPGT-CDR, uses gating networks to effectively incorporate both positive and negative feedback in cross-domain recommendation systems, achieving lower prediction errors and improved convergence speed. The framework offers more precise product recommendations and personalized learning resources across various domains.
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New research suggests that ocean turbulence and horizontal stirring will dramatically increase in the Arctic and Southern Oceans due to human-induced Global Warming. The study uses ultra-high-resolution simulations to investigate how mesoscale horizontal stirring (MHS) responds to warming, revealing a pronounced future intensification ...
A cross-sectional study analyzing over 18,000 clinical notes found notable disparities in stigmatizing and positive language documentation across racial and ethnic groups. The study highlights the need for improved documentation practices to reduce stigmatizing language use.
A study published in the Journal of Business and Psychology found that evaluators who feel social pressure to avoid exhibiting prejudice deliver more positive feedback to women, even if it means holding them back from growth opportunities. This 'protective paternalism' can ultimately hinder career advancement.
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A study published in Global Change Biology found that low deep-water oxygen concentrations lead to increased algae growth and further oxygen declines. This positive feedback cycle can result in frequent algal blooms, disrupting lake ecosystems and human health.
A new study suggests that collecting and sharing positive feedback among healthcare workers can increase mutual appreciation and improve the work culture. Researchers analyzed peer-to-peer positive feedback and found that it is a feasible way to foster teamwork, collegiality, and civility.
Researchers found that consumers experience emotional rollercoaster during self-design, with optimism decreasing quickly. Companies can learn from this study to provide attractive starting designs and reduce abandonment rates by providing a 'lock-in' mechanism.
Researchers found that influencing adults' behavior is more effective than changing children's behavior. The PBIS approach helps create an operational culture that supports all children by clarifying behavioral expectations, providing training, and acknowledging success.
Researchers from top universities examined when to send review reminders and found that timing affects both likelihood and quality of reviews. The study suggests companies should adjust their practices to elicit more consumer feedback.
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Researchers from Martin Luther University Halle-Wittenberg found that people with the Impostor Phenomenon devalue their objectively measured performance and attribute positive results to external causes. The study showed no relation between actual intelligence or performance and self-reported degree of Impostor Phenomenon.
A University of California, Berkeley scientist has created a model that predicts the most vulnerable glaciers in the Arctic and Antarctic are thick and fast-moving ones. The new model incorporates the effects of meltwater lubricating their downhill flow, suggesting these glaciers are more sensitive to climate change.
Researchers found that consumers scrutinize social distance in negative reviews to protect their identities and brands. Displaying reviewers' profiles can highlight social distance and consistency, protecting and benefiting identity-relevant brands after negative reviews. This strategy helps managers cultivate strong brand relationships.
For over 13,000 years, humans have thrived in tropical forest environments, transforming the natural landscapes into forest gardens. Ensuring local peoples' rights to their ancestral forest lands is crucial for conserving these sensitive environments and boosting food security.
Research at the Laohu and Hasi Mountains in northeastern Tibet Plateau reveals that base level and lithology significantly affect fluvial landform development. Changes in drainage patterns and canyon formation are driven by variations in local base levels and bedrock lithology, leading to positive feedback loops that shape the landscape.
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A study found a positive feedback mechanism between the East Asian upper-tropospheric westerly jet (EAJ) and land surface temperature, particularly in the Russian Far East. The EAJ's deceleration leads to increased warming, which in turn strengthens the EAJ, creating a self-reinforcing cycle.
A new study from OpenNotes investigators finds that offering patients a mechanism to provide feedback about their notes enhances engagement and improves patient safety. The majority of patients reported understanding the content of their notes and providing valuable feedback, which led to changes in the record or care in 57% of cases.
A recent study by Brigham Young University's Jessica Preece found that women are less likely to respond to recruitment efforts due to biased assumptions about help and support. Meanwhile, adjusting the tone of messages can increase women's political interest and participation. To address these disparities, parties must be cautious of b...
Researchers found that 60% of Amazon sellers using algorithmic pricing have prices higher than the lowest price for a product. The study also revealed that algorithmic pricing leads to significant volatility in prices, with some products changing price over 8 times per day.
Research finds that regular entrepreneurial activity fosters passionate entrepreneurship, with success and freedom of choice playing key roles. The study challenges the idea that passion for entrepreneurship is innate, instead suggesting it can develop over time with experience and accomplishment.
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A de-centralized decision-making model shows how positive feedback during exploration proves useful for making good and quick decisions. The model explains how trends take off, such as the popularity of Beats headphones, and the success of word-of-mouth marketing tactics.
A study found that a small group of consumers who consistently purchase and rave about failing products may actually be 'harbingers of failure.' These customers tend to buy niche items that few others choose. Retailers can use this insight to make better decisions about new products.
A recent study by POSTECH researchers suggests that phytoplankton may amplify Arctic warming under greenhouse conditions, contrary to previous assumptions. The growth of phytoplankton is triggered by the melting of sea ice, leading to a positive feedback loop that warms the ocean surface and amplifies climate change.
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A Kansas State University researcher has found that nobody likes negative feedback, even those trying to learn. Culbertson suggests focusing on constructive feedback, avoiding numerical ratings, and eliminating the 'sandwich' approach. This can help managers improve employee motivation, commitment, and performance.
A recent study published in Emotion journal found that mindful individuals show less neural response to positive feedback compared to their less mindful peers. This suggests that mindful individuals may be less affected by immediate rewards and exhibit improved self-control.
Researchers found that Facebook users' intensity of use is predicted by activity in the nucleus accumbens, a region involved in processing rewards and reputation. The study suggests social media use may be linked to changes in brain function related to reputation and self-image.
A Rutgers University study found that public school teachers provide more positive feedback to minority students than to their white peers, even when the work is of equal merit. This 'positive bias' can hinder intellectual growth and achievement in minority students.
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A study found that experts are more motivated by negative feedback than novices, while novices respond better to positive feedback. This suggests that marketers should target experts with negative feedback to promote motivation and change attitudes.
Researchers discovered that the human eye's horizontal cells boost photoreceptor signals while preserving contrast, allowing for sharper images with less sacrifice of shadow detail. This positive feedback mechanism is found across vertebrates and is thought to be responsible for the eye's ability to detect faint details near edges.
Researchers discovered that the eye's horizontal cells send both negative and positive feedback to photoreceptors, enhancing contrast while preserving faint detail. This new mechanism, distinct from electrical signals, allows the eye to detect small, faint spots near edges.
Research reveals that children aged 8-9 and adults process negative feedback differently than those aged 12-13. Eight-year-olds learn primarily through positive feedback, while twelve-year-olds use it to learn from their mistakes more efficiently. Adults do the same, but with improved efficiency.
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A new study from Northwestern University finds that positive feedback can actually escalate perceived threats to the ego and increase the need to prove a questionable decision was right. Research participants who received praise for skills unrelated to the decision were less likely to recommit to it.
A University of Michigan study reveals that established eBay sellers can earn up to 8% more revenue than new sellers due to their positive reputation. The feedback system on the site effectively rewards reputable sellers and deters buyers from trusting those with low reputations.
Shrubs in Arctic regions promote deeper snowdrifts, warming soil and boosting microbial activity. This leads to increased nutrient availability, promoting rapid shrub growth and expansion.
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Research reveals that positive feedback from law enforcement can distort eyewitness memories, making them more confident and accurate. The study suggests that this distortion can lead to innocent convictions, highlighting the need for supervised lineups and confidence assessments.