"High Confidence Predicted Profiles for Online Dating Matching Using Continuously Learning Machine Learning Models Trained for Each User With Physical and Facial Attributes"
IPApproach, LLC is pleased to present the exclusive patent for sale “High Confidence Predicted Profiles For Online Dating Matching Using Continuously Learning Machine Learning Models Trained For Each User With Physical And Facial Attributes” which includes U.S. Granted Patent US 11,455,827 B2. The IP relates to continuously-learning machine learning models that can be trained for each user with physical and facial attributes calculated from facial recognition, “about you” text analyzed by natural language understanding, and/or other preferences.
The technology disclosed provides the following advantages:
- The invention provides high confidence predicted profiles and increase the likelihood of users “matching” with a vended profile for dating applications.
- The invention provides continuously-improving Machine Learning which uses a double-model based mechanism.
- It improves the speed of match making and the accuracy of the match making (from a physical attraction perspective) in dating applications.
- It improves the user engagement in dating applications.
The global online dating market is projected to grow from USD 9.65 billion in 2022 and is expected to reach USD 17.08 billion in 2030, growing at a compounded annual growth rate (CAGR) of 7.4% during the forecast period.
Please contact Justin Ehrlickman via email at justin@ipapproach.com or phone at 845-558-7901 to receive a Brokerage Marketing Package.

"Method and Apparatus for Providing Visual Comparison between Psychological and Chronological Ages"
IP Approach is pleased to present the exclusive patent for sale “Method and apparatus for providing visual comparison between psychological and chronological ages” which includes U.S. Granted Patent US 8,602,792 B2 assigned to Aleksandr A. Kronik. The IP relates generally to a method for providing on a screen of a computer a visible indication of the difference between the chronological age and the psychological age of an examinee.
The technology disclosed provides the following advantages:
- The invention provides, instead of prompting the examinee to enter his/her date of birth, prompts the examiner to enter his/her chronological age directly and thereby eliminate the need for this calculation.
- The invention provides, results to be presented with a grid graph. The horizontal time scale is divided into segments, each representing different years of the examinee's life.
- The psychological age is computed in comparison with that person's chronological age to provide a measure of the person's sense of contentment, self worth, outlook on life or other important psychological characteristics.
- The invention enables calculation of the self assessment of subjective realization of life factor.
- The system also provides a statement below or near the clock display describing the meaning of the difference between the examinee's chronological and psychological ages from the perspective of psychological analysis.
- The invention enables lifespan time scale to be representing on a linear scale, radial scale or angular position display.
- The invention enables two or more persons to simultaneously use the self-test in a manner such that each person enters his/her own data and two or more displays are provided, either on two or more separate screens or in side-by-side relation on one screen.
The global Behavioral & Mental Health Software market is estimated to grow from USD 4.5 billion in 2021 to USD 18.92 billion by 2030, at a Compound Annual Growth Rate (CAGR) of 17.3% during the forecast period.
Please contact Justin Ehrlickman via email at justin@ipapproach.com or phone at 845-558-7901 to receive a Brokerage Marketing Package.

“User Experience (UX) as Personalized Authentic Engagement Design”
IPApproach LLC is pleased to present the exclusive patents for sale/license for “User Experience (UX) as Personalized Engagement Design – PLAY Science Patents - Re-creating Health/Mental Illness, Social Media, Gaming/Gamification and Wearable Tech, which includes U.S. Patents US 10322338 B2, US 9808709 B2, US 9468852 B2, US 9248377 B2, US 9056256 B2, US16/420013 assigned to PlayNovation LLC. The IP relates to systems and methods for identifying intrinsic motivators, play patterns, play types, play profiles and play personalities through captured actions in an online environment, as well as the biometric detection of play states, and dynamically and recursively adapting the operation of a computing device based upon the same, above.
The technology disclosed provides the following advantages,
- The play personality which is determined during gaming is used as means for identifying and integrating intrinsic motivators into player-centric design which can alter and personalize user/subject/player engagement, experience and outcomes.
- Gaming technologies now permeate educational curricula to drive learning, within health industries to prevent and treat disease, in corporate innovation programs and similar settings where learning or knowledge acquisition is made to be enjoyable, self-paced and engaging.
- Integrating Play Science as personalized engagement design into gaming/gamification/social media builds upon the user’s intrinsic motivators and can develop agency, empathy, self-regulation, a sense of belonging, tolerance and resiliency, and social skills—the essence of community building and conflict resolution.
- Play “therapy” helps dysfunctional situations such as racial and ethnic conflict, high school drop-out, teen pregnancy, gang participation, anger management, obesity, depression, addiction disorders, obsessive-compulsive disorders, and more.
Please contact Justin Ehrlickman via email at justin@ipapproach.com or phone at 845-558-7901 to receive a Brokerage Marketing Package.

“SYSTEM AND METHOD FOR INTERFACE AND INTERACTION WITH INTERNET APPLICATIONS”
IPApproach LLC is pleased to present the attached exclusive patent for sale “System and method for interface and
interaction with internet applications” which includes U.S. Patent US 9269110 B2 assigned to Jonathan Blake and
Clayton Gunars Strauts. The IP relates to a system and method, for providing graphical user interface for user
interaction with social network content.
The technology disclosed provides the following advantages:
- The present invention eliminates the need to interact with multiple accounts, profiles or data sources and destinations separately.
- Provides fast and efficient method for managing multiple accounts simultaneously.
The target price for this patent is $148,000.
Please contact Justin Ehrlickman via email at justin@ipapproach.com or phone at 845-558-7901 to receive a Brokerage Marketing Package.

IPApproach has patents for sale in the following categories:
Advertising
Automotive & Vehicles & Trailers
Biometrics & Touch Screen
Construction
Consumer - Electrical
Consumer - Other
Data Management
Delivery & Routes
Display and Imaging
Energy
Gaming
Internet of Things (IOT)
Medical
Mobile & Telecommunications
Office Furniture / Equipment
Other
Security
Semiconductor and Packaging
Social Media
Tools & Brackets
Trademark
Wireless
Other - TransactionsIP