Vermont Patent of the Month – August 2021
When training AI and machine learning algorithms, it is often unrealistic to achieve the desired effect with real social media accounts. For instance, learning how users interact with posts may not be efficient since real users are often inconsistent in their interactions, too low in volume, or lacking the dimensionality needed for the AI to gain a broad education. As such, Intellidimension, Inc. has designed a method of simulating network systems to help relate users in real world e-commerce.
This methodology compares a real-world computer-based social or e-commerce network user to a computerized simulated network. In order to achieve this, a computerized simulated network defines a comparison profile for each real-world user or real-world e-commerce system and then structures a computerized simulated network with simulated users. These simulated networks can help inform real world e-commerce of real world activity. For instance, it can help to provide a recommendation of an item to a user through simulating predictive interests. The information used in the simulated network is obtained by simulated sharing and spreading of simulated items amongst simulated users in simulated networks. That’s a lot of simulation – but it helps to build a database that offers direct input into interacting with real users without falling short by the human limitations and errors or real users. Machine learning is then able to expand itself as broadly as possible and better interact with real users.
Are you developing new technology for an existing application? Did you know your development work could be eligible for the R&D Tax Credit and you can receive up to 14% back on your expenses? Even if your development isn’t successful your work may still qualify for R&D credits (i.e. you don’t need to have a patent to qualify). To find out more, please contact a Swanson Reed R&D Specialist today or check out our free online eligibility test.
Who We Are:
Swanson Reed is one of the U.S.’ largest Specialist R&D tax advisory firms. We manage all facets of the R&D tax credit program, from claim preparation and audit compliance to claim disputes.
Swanson Reed regularly hosts free webinars and provides free IRS CE and CPE credits for CPAs. For more information please visit us at www.swansonreed.com/webinars or contact your usual Swanson Reed representative.