(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.
Organized by faculty and staff from the College for Health, Community and Policy, the third Texas Latino Policy Symposium convenes academics, practitioners and activists from across the state to engage in discussions that examin the need of our Latino population and the impact of COVID-19 in Texas. The goal of this symposium is to formulate policy responses to propose to the Texas legislature that redress the disproportionate lasting impact the pandemic has had on Latino families.Virtual Event
This panel will discuss hispanic serving institutions and their role in serving students and their communities. Sandra Garza, PhD,, assistant professor and coordinator of the Mexican American Studies Program at Northwest Vista College; Paul J. Rodriguez, Ed.D., project director for PIVOT for Academic Success at UTSA; Erin E. Doran, Ed.D., assistant professor of higher education at Iowa State University; Andres Puente, sports marketing major at UTSA and Lilianna Saldaña, PhD., associate professor and program coordinator for the UTSA Mexican American Studies Program will be a part of the panel.Virtual Event
Join Excelencia in Education online for the national announcement of the 2020 Examples of Excelencia. Selected programs in colleges, universities and community-based organizations across the country will be recognized for their positive impact on Latino student success.Virtual Event
All students and employees are able to get their flu shot and other vaccines at the Main Campus from October 6 to 7 and at the Downtown Campus on October 8, 9 a.m. to 4 p.m. For more information on the clinic and the influenza virus, visit the Roadrunner Return page.Denman Room (SU 2.01.28)
In this gathering hosted by the Office of Inclusive Excellence, attendees will discuss the potential role restorative justice has in anti-racism work. The event will also focus on how people of color persevere in hyper racialized white systems.Virtual Event
The University of Texas at San Antonio is dedicated to the advancement of knowledge through research and discovery, teaching and learning, community engagement and public service. As an institution of access and excellence, UTSA embraces multicultural traditions and serves as a center for intellectual and creative resources as well as a catalyst for socioeconomic development and the commercialization of intellectual property - for Texas, the nation and the world.
To be a premier public research university, providing access to educational excellence and preparing citizen leaders for the global environment.
We encourage an environment of dialogue and discovery, where integrity, excellence, inclusiveness, respect, collaboration and innovation are fostered.
UTSA is a proud Hispanic Serving Institution (HSI) as designated by the U.S. Department of Education.
The University of Texas at San Antonio, a Hispanic Serving Institution situated in a global city that has been a crossroads of peoples and cultures for centuries, values diversity and inclusion in all aspects of university life. As an institution expressly founded to advance the education of Mexican Americans and other underserved communities, our university is committed to ending generations of discrimination and inequity. UTSA, a premier public research university, fosters academic excellence through a community of dialogue, discovery and innovation that embraces the uniqueness of each voice.