Using AI to Improve Public Safety | Rutgers University-Camden

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<div class="f--field f--link"> <a class="button " href="/news/categories/faculty-highlights" > Faculty Highlights </a> </div> <div class="f--field f--link"> <a class="button " href="/news/categories/research-highlights" > Research Highlights </a> </div> <div class="f--field f--link"> <a class="button " href="/news/categories/student-success" > Student Success </a> </div> </div> </div> </div> </div> </section> <section class="cc--component-container cc--hero-headline-over-image" > <div class="c--component c--hero-headline-over-image" > <div class="article-hero-wrapper"> <div class="text-container"> <div class="f--field f--category"> <a href="/news/categories/research-highlights">Research Highlights</a> </div> <div class="f--field f--page-title"> <h1>Can AI Improve Public Safety?</h1> </div> </div> <div class="article-hero-wrapper-image background-image" style="background-image: url(data:image/gif;base64,R0lGODlhAQABAIAAAMLCwgAAACH5BAAAAAAALAAAAAABAAEAAAICRAEAOw==)"> <div class="f--image--hidden"> <div class="f--field f--image"> <img srcset="/sites/default/files/styles/16x9_full_default_1x/public/image/Sheikh-Rabiul-Islam-1920x1080.jpg?h=c525381e&itok=m146hCHi 499w, /sites/default/files/styles/16x9_full_default_1_5x/public/image/Sheikh-Rabiul-Islam-1920x1080.jpg?h=c525381e&itok=9L0Djlm4 749w, /sites/default/files/styles/16x9_full_500_1x/public/image/Sheikh-Rabiul-Islam-1920x1080.jpg?h=c525381e&itok=BD071F1B 767w, /sites/default/files/styles/16x9_full_default_2x/public/image/Sheikh-Rabiul-Islam-1920x1080.jpg?h=c525381e&itok=TF9Y4CzF 998w, /sites/default/files/styles/16x9_full_768_1x/public/image/Sheikh-Rabiul-Islam-1920x1080.jpg?h=c525381e&itok=ZN-YYKAK 1024w, /sites/default/files/styles/16x9_full_500_1_5x/public/image/Sheikh-Rabiul-Islam-1920x1080.jpg?h=c525381e&itok=QYiNxspJ 1151w, /sites/default/files/styles/16x9_full_1024_1x/public/image/Sheikh-Rabiul-Islam-1920x1080.jpg?h=c525381e&itok=aYk0MVNF 1440w, /sites/default/files/styles/16x9_full_500_2x/public/image/Sheikh-Rabiul-Islam-1920x1080.jpg?h=c525381e&itok=VBPPXKIE 1534w, /sites/default/files/styles/16x9_full_768_1_5x/public/image/Sheikh-Rabiul-Islam-1920x1080.jpg?h=c525381e&itok=M2hS8_ff 1536w, /sites/default/files/styles/16x9_full_768_2x/public/image/Sheikh-Rabiul-Islam-1920x1080.jpg?h=c525381e&itok=g-LnNqnv 2048w, /sites/default/files/styles/16x9_full_1024_1_5x/public/image/Sheikh-Rabiul-Islam-1920x1080.jpg?h=c525381e&itok=TLMMmWMi 2160w, /sites/default/files/styles/16x9_full_1024_2x/public/image/Sheikh-Rabiul-Islam-1920x1080.jpg?h=c525381e&itok=ywiYCWe- 2880w" sizes="100vw" src="/sites/default/files/styles/16x9_full_default_1x/public/image/Sheikh-Rabiul-Islam-1920x1080.jpg?h=c525381e&itok=m146hCHi" alt="Sheikh Rabiul Islam" title="" typeof="foaf:Image" /> </div> </div> </div> </div> <div class="caption-credit"> <div class="inner-wrapper"> <div class="f--field f--description"> Sheikh Rabiul Islam, assistant professor of computer science </div> <div class="f--field f--credit-download-button"> <div class="download-section"> </div> </div> </div> </div> </div> </section> </div> <div class="content-main"> <section class="cc--component-container cc--article-sidebar" aria-label="Article Sidebar" > <div class="c--component c--article-sidebar" > <div class="article-sidebar-wrapper"> <div class="full-name-wrapper"> <div class="f--field f--text"> <p class='label'><strong>By</strong></p> </div> <div class="f--field f--text"> <p class='full-name'>Caroline Brobeil</p> </div> </div> <div class="date-wrapper"> <div class="f--field f--text"> <p class='label'><strong>Date</strong></p> </div> <div class="f--field f--text"> <p class='date'>March 14, 2024</p> </div> </div> <div class="cc--component-container cc--social-share" > <div class="c--component c--social-share" > <div class="f--field f--button"> <div class="f--button-wrapper"> <button type="button" class="button" aria-label="Share"> Share <svg class="share-icon" 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<p><span><span><span><span><span><span><span><span><span><span>Technology has long provided the ability to evaluate and understand large amounts of data, but recent advances in artificial intelligence (AI) have made the process faster and more powerful, with potential applications multiplying exponentially. </span></span></span></span></span></span></span></span></span></span></p> <figure class="align-left"><div> <img srcset="/sites/default/files/styles/max_width_embed_default_1x/public/image/Sheikh-Rabiul-Islam-1080x1350.jpg?itok=SXal-zLx 419w, /sites/default/files/styles/max_width_embed_default_1_5x/public/image/Sheikh-Rabiul-Islam-1080x1350.jpg?itok=07jgB-HO 629w, /sites/default/files/styles/max_width_embed_500_1x/public/image/Sheikh-Rabiul-Islam-1080x1350.jpg?itok=OfX6mKxy 644w, /sites/default/files/styles/max_width_embed_768_1x/public/image/Sheikh-Rabiul-Islam-1080x1350.jpg?itok=nepAEMvv 778w, /sites/default/files/styles/max_width_embed_default_2x/public/image/Sheikh-Rabiul-Islam-1080x1350.jpg?itok=k0H7f_1j 838w, /sites/default/files/styles/max_width_embed_1024_1x/public/image/Sheikh-Rabiul-Islam-1080x1350.jpg?itok=Q1gBN-rV 864w, /sites/default/files/styles/max_width_embed_500_1_5x/public/image/Sheikh-Rabiul-Islam-1080x1350.jpg?itok=Dc_yXnEJ 966w, /sites/default/files/styles/max_width_embed_768_2x/public/image/Sheikh-Rabiul-Islam-1080x1350.jpg?itok=LVrSTQju 1080w" sizes="(min-width:1024px) 864px, (min-width:768px) 76vw, (min-width:500px) 84vw, 84vw" src="/sites/default/files/styles/max_width_embed_default_1x/public/image/Sheikh-Rabiul-Islam-1080x1350.jpg?itok=SXal-zLx" alt="Sheikh Rabiul Islam" typeof="foaf:Image" /></div> <figcaption>Sheikh Rabiul Islam, assistant professor of computer science </figcaption></figure><p><span><span><span><span><span><span><span><span><span><span>For Sheikh Rabiul Islam, an assistant professor of computer science at Rutgers University–Camden, one of those applications is creating safer communities. Islam recently co-authored two different research papers examining how AI could be used to address serious community threats: potential school shootings and alcohol-related road fatalities. </span></span></span></span></span></span></span></span></span></span></p> <p><strong><span><span><span><span><span><span><span><span><span><span>“This research represents a significant step toward implementing knowledge-infused artificial intelligence in real-world scenarios,” Islam said. </span></span></span></span></span></span></span></span></span></span></strong></p> <p><span><span><span><span><span><span><span><span><span><span>Islam and his team sought to develop preventive measures against school shootings using AI. This research is the basis of the paper “</span></span><a href="https://arxiv.org/ftp/arxiv/papers/2311/2311.14883.pdf"><span><span>Predicting Potential School Shooters from Social Media Posts</span></span></a><span><span>.” </span></span></span></span></span></span></span></span></span></span></p> <p><span><span><span><span><span><span><span><span><span><span>While these incidents are shocking when they happen, offenders often exhibit warning signs on social media that go undetected or unreported. </span></span></span></span></span></span></span></span></span></span></p> <p><span><span><span><span><span><span><span><span><span><span>“We aimed to create a multimodal model made up of several variables capable of predicting sentiments simultaneously from photos and text across all of the major social networking platforms, anticipating that this would generate a unified prediction,” Islam said. </span></span></span></span></span></span></span></span></span></span></p> <p><span><span><span><span><span><span><span><span><span><span>These variables were used to train the AI model in the integrated system, which allowed social media posts to be evaluated as positive or negative. The analysis revealed a reasonable level of accuracy, with the team recommending further research to make the model more robust, focusing on eventual adoption by public safety entities. </span></span></span></span></span></span></span></span></span></span></p> <p><span><span><span><span><span><span><span><span><span><span>“The eventual goal for a real-world implementation and deployment of such a system would be to analyze real-time posts from multiple social media platforms,” the team wrote.</span></span></span></span></span></span></span></span></span></span></p> <p><span><span><span><span><span><span><span><span><span><span>Assisting law enforcement agencies was also the focus of the second research paper Islam recently completed, "</span></span><a href="https://arxiv.org/ftp/arxiv/papers/2311/2311.16180.pdf"><span><span>Aiming to Minimize Alcohol-Impaired Road Fatalities: Utilizing Fairness-Aware and Domain Knowledge-Infused Artificial Intelligence</span></span></a><span><span>.” </span></span></span></span></span></span></span></span></span></span></p> <p><span><span><span><span><span><span><span><span><span><span>“Biases have been observed through racial profiling, leading to some groups and geographical areas facing fewer DUI tests, resulting in many actual DUI incidents going undetected, ultimately leading to a higher number of fatalities,” the paper notes. Islam and his coauthors used AI-supported data analysis to map DUI-related fatalities more fairly and impartially. Their goal was to support improved allocation of policing resources, hopefully leading to a reduction in DUI-related deaths and a significant positive impact on road safety. </span></span></span></span></span></span></span></span></span></span></p> <p><span><span><span><span><span><span><span><span><span>Islam and the team again developed a multivariable approach, including data on population, age, and the per-capita income of residents.<span> Again, the AI-powered model proved effective, providing insight into how public safety officials could better monitor impaired driving in the communities they serve. Islam and the team recommended additional research to enhance the model's capabilities and sharpen the resulting predictions. </span></span></span></span></span></span></span></span></span></span></p> <p><strong><span><span><span><span><span><span><span><span><span><span>Islam sees a future where AI can help make communities safer and stronger. </span></span></span></span></span></span></span></span></span></span></strong></p> <p><span><span><span><span><span><span><span><span><span><span>“Significant research is underway in the field of computational social science, and it is not unimaginable that AI may be used in the near future to fight poverty, promote well-being, support broad educational improvements, achieve gender equity, address climate change, and reduce inequalities,” Islam said. "Many people are concerned about the potential impact of AI, but I think it has the potential to foster peace and justice around the globe."</span></span></span></span></span></span></span></span></span></span></p> </div> </div> </section> </div> </div> </div> <div class="content-bottom"> <section class="cc--component-container cc--related-content color-red"> <div class="c--component c--related-content"> <div class="inner-wrapper color-red"> <div class="title-cta"> <div class="f--field f--section-title"> <h2>You May Also Like</h2> </div> </div> <div><div class="views-element-container"> <div class="news-list"> <article class="cc--component-container cc--news-card" > <div class="c--component c--news-card" > <div class="image-link js-image-link" data-href="/news/rutgers-camden-receives-americorps-grant-strengthen-camden-area-public-health" data-aria-label="Read more about Rutgers–Camden Receives AmeriCorps Grant to Strengthen Camden-Area Public Health"> <div class="f--field f--image"> 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