(March 5, 2018) -- A new study by Paul Rad, assistant director of the UTSA Open Cloud Institute, and Nicole Beebe, Melvin Lachman Distinguished Professor in Entrepreneurship and director of the UTSA Cyber Center for Security and Analytics, describes a new cloud-based learning platform for artificial intelligence (A.I.) that teaches machines to learn like humans.
"Cognitive learning is all about teaching computers to learn without having to explicitly program them,” Rad said. “In this study, we’re presenting an entirely new platform for machine learning to teach computers to learn the way we do.”
To build the cloud-based platform, Rad and Beebe studied how education and understanding has evolved over the past five centuries. They wanted to gain a better picture of how computers could be taught to approach deductive reasoning.
“Our goal here is to teach the machine to become smarter, so that it can help us. That’s what they’re here to do,” Rad said. “So how do we become better? We learn from experience.”
The UTSA researchers also studied how humans learn across their lifetimes. Children, for example, begin by identifying objects such as faces and toys, then move on from there to understand communication. This process helps their thought processes mature as they get older.
Ultimately, Rad and Beebe want AI agents to learn automatic threat detection. This means the AI agent can dynamically learn network traffic patterns and normal behavior and thus become more effective in discovering and thwarting new attacks before significant damage.
“Or It would be nice if an intelligent computer assistant could aggregate thousands of news items or memos for someone, so that the process of reading that material was quicker and that person could decide almost instantly how to use it,” Rad said.
Additionally, intelligent machines could be used in medical diagnoses, which Rad says could lead to more affordable health care, and other fields that require precise, deductive reasoning.
“During the history, humans have invented and used tools such as swords, calculators and cars, and tools have changed human society and enable us to evolve,” Rad said. “That’s what we’re doing here, but on a much more impactful scale.”
UTSA is ranked among the top four universities in the nation under 50 years old, according to Times Higher Education.
Read Paul Rad and Nicole Beebe’s study, “AI Thinking for Cloud Education Platform with Personalized Learning.”
Learn more about the UTSA Open Cloud Institute.
Learn more about the UTSA Cyber Center for Security and Analytics.
Through the month of February, the UTSA community is invited to join student organizations, colleges and departments at events that commemorate the African American people, places and events that have paved the way for racial equality.Various locations
Diploma Dash is a fast, certified 5k course for runners and a scenic route around Main Campus for walkers, strollers and dogs! There are individual and team prizes. Benefits UTSA students through the UTSA Alumni Association scholarship program.UTSA Main Campus
Enjoy music, food and socializing during this fundraising event benefiting the San Antonio Symphony League for the Youth Concert Series and the ITC for its ongoing educational mission.UTSA Institute of Texan Cultures, Hemisfair Campus
UTSA Libraries will host Robert Rico, M.P.A., Department of Criminal Justice, for his presentation "Restorative Justice: A Relational Approach to Civic Discourse." Pizza will be provided to students while supplies last.Buena Vista Street Building (BVB 2.309), Downtown Campus
Spend an evening stirring your curiosity during these monthly talks featuring some of UTSA’s most renowned faculty, and learn how the latest research in their fields applies to our daily lives. This month's speaker is Francine Romero, UTSA associate professor and associate dean of the College of Public Policy.The Historic Guadalupe Theatre, 1301 Guadalupe St., San Antonio
Meet with 60+ representatives from Texas and out-of-state schools to get information on becoming a competitive health professions applicant and information about the application and transition process.Student Union Denman Ballroom (SU 2.01.28), Main Campus
UTSA master's of fine arts student Lauren Riojas-Fitzpatrick showcases her thesis through an art exhibit.Terminal 136, 136 Blue Star, San Antonio
Hundreds of students, faculty, staff and alumni will roll up their sleeves to volunteer at nearly 20 service agencies throughout San Antonio.Convocation Center, Main Campus and service projects throughout San Antonio
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