17 patents in this list

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Patent examination offices worldwide face increasing complexity in assessment decisions, with over 3.3 million patent applications filed globally in 2021 alone. Each application requires careful evaluation of novelty, non-obviousness, and enablement criteria—tasks that demand both deep technical understanding and consistent application of legal frameworks.

The fundamental challenge lies in maintaining examination quality and consistency while processing applications at scale across diverse technical domains.

This page brings together solutions from recent research—including AI-assisted prior art searching, automated claim element scoring systems, standardized quality metrics, and dynamic patent landscape visualization tools. These and other approaches aim to enhance examination efficiency while preserving the rigorous standards essential for patent quality.

1. Decentralized Blockchain System with Validator Network for Smart Contract Granting

Capital One Services, LLC, 2023

A decentralized blockchain system for granting smart contracts that provides an alternative to centralized patent examination systems. The system uses a distributed network of validators to review and grant smart contracts granting patent-like rights. Validators are incentivized to participate by receiving tokens when they successfully validate a contract.

2. Computer System with Machine Learning for Invention Identification and Patent Process Evaluation

Markison Patent Portal, Inc., 2023

Improved computer system and method for identifying, evaluating, and protecting inventions that arise from research and development projects. The system uses machine learning and artificial intelligence to score and track aspects of the invention disclosure and patent filing process. It identifies and tracks invention types, problems, solutions, embodiments, portfolios, challenges, concepts, and decisions. The system also scores the quality of patent prosecution and analyzes the likelihood of patent issuance.

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3. Patent Search and Analysis System Utilizing Natural Language Understanding and Machine Learning for Claim Element Matching

DAYSTROM INFORMATION SYSTEMS, LLC, 2023

More accurate patent searching and analysis using AI, specifically natural language understanding (NLU) and machine learning (ML) techniques, to improve search results and avoid missing relevant patents. The method involves analyzing patent claims and relevant text from a reference document using AI systems to determine the meaning of claim elements and search for matches to rank patents based on how well their claims match the reference document.

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4. Multiple Regression Model for Patent Valuation Based on Structural Specification Characteristics

Korea Invention Promotion Association, 2023

Quantifying the value of a patent using a multiple regression model to build a reliable patent valuation model that reflects structural characteristics of specifications and accurately values patents. The regression model is built by processing patent information and performing multiple regression analyses with key valuation elements as dependent variables. The representative regression coefficients for each independent variable across the analyses are used to generate valuation models for each valuation index.

5. Machine Learning-Based Patent Classification System Utilizing Transfer Learning for User-Specific Model Customization

WERT INTELLIGENCE CO., LTD., 2022

Automatically classifying patents via machine learning to save time and resources. The method involves learning from a patent database to establish a basic classification model. When a user searches for patents, it uses their classification input to predict their personalized classification standard. This combines with the basic model to classify the remaining unclassified patents. It leverages transfer learning to customize the basic model using the user's classification pattern.

6. Patent Document Screening Method Using Concept Mapping and Automated Triage

Lucid Patent LLC, 2021

Data-driven method to efficiently screen a large number of patent documents for relevancy to a target subject matter using a triage approach. The method involves mapping key concepts from claims of the identified patent pool to quickly screen and rule out irrelevant patents. The concepts marked as "definitely not in target subject matter" are used to eliminate patents without manually reviewing each one.

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7. System for Automated Patent Application Generation with AI-Based Prior Art Integration and Classification

Al Samurai Inc., 2021

Automatically generating patent applications with improved patentability using AI and prior art. It takes invention text, determines its patent classification, finds similar patents, extracts details not in the original text, and adds those to the invention description. This expands the invention scope and increases patentability.

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8. Patent Map Display Device with Dynamic Visualization and Attribute-Based Character Representation

AI Samurai Inc., 2021

A patent map display device and method that dynamically generates a visual map representing patents and their attributes to help users navigate and understand patent landscapes. The system compares user-inputted instruction information with patent data to evaluate patents. It then generates a map with characters representing evaluated patents and displays it. The characters can move based on analysis results, have different appearances based on attribute totals, and be grouped based on classifications. The map allows easy visualization of patent landscapes and attributes.

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9. Automated Patent Analysis System with Claim Element Scoring and Comparative Ranking Mechanism

Proactive Patents, LLC, 2021

A patent analysis system that calculates scores to determine the quality and value of patents in a way that is both automated and consistent across a large patent portfolio. The system calculates scores for individual claim elements and overall patents and then compares those scores against peer patents to provide rankings.

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10. Apparatus for Quantifying Patent Obstruction Using Legal Procedure Data and Post-Obsolescence Cost Calculation

Ichiro Kudo, 2020

Evaluation of the exclusive power of a patent by quantifying the extent to which the patent obstructs third-party businesses. The calculation apparatus extracts legal procedure data from patent histories to determine how obstructive the patent was to third parties and then calculates a post-obsolescence cost based on the filing date. The total post-obsolescence costs across all extracted patents provide an evaluation of patent power.

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11. Automated Patentability Evaluation System Utilizing Edit Distance-Based Sentence Comparison

AI Samurai Inc., 2020

Patent evaluation system that determines patentability of an invention idea. The system uses an automated process to compare an invention sentence with existing patent sentences using an edit distance measure. The comparison looks for similar sentences in a patent sentence database. The determination of patentability is based on multiplying the reciprocal of the edit distance with the length index of the invention sentence and a content rate of the keyword.

12. Method for Quantifying Value Gap in Patent Portfolio Strategy Through Comparative Focus Area Ranking Analysis

International Business Machines Corporation, 2020

Identifying a value gap in a patent portfolio strategy of an organization to measure the misalignment between the organization's patent strategy and the universal market focus and quantify the business impact. The method involves comparing the organization's internal ranking of focus areas with a universal ranking based on factors like market size, potential, and trends. The difference between the rankings represents the value gap score, indicating the penalty for misaligned strategy.

13. Artificial Intelligence System for Automated Patent Application Drafting with Invention Analysis and Personalized Style Adaptation

James L. Brinkley, II, 2020

Streamlining the patent application drafting process by using artificial intelligence (AI) to automatically generate patent applications. The system receives information about an invention and prior art, analyzes it, determines patentability, and generates the application sections. The AI learns user drafting style over time for personalized output, and can also be trained on drafting guidelines.

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14. Apparatus and Method for Calculating Patent Power Using Historical Legal Procedure Data

Ichiro Kudo, 2018

An apparatus and method for evaluating patent power using patent history data. The invention extracts legal procedure data from patent histories and calculates a post-obsolescence cost based on the procedures performed by third parties like requests for inspection or invalidation trials. The extracted procedures are matched to costs in a table. Post-obsolescence costs are calculated based on the filing date, procedure dates, and obsolescence functions for the technical field. Totaling the costs provides an evaluation of the patent's power.

15. Machine Learning-Based Patentability Search and Analysis System with Prior Art Identification and Examiner Prediction

AT&T INTELLECTUAL PROPERTY I, L.P., 2018

System for performing patentability searches and analysis using machine learning and pre-filing analysis to improve patent quality and success rates for inventors. The system allows users to submit concept descriptions, claim terms, or draft patent applications for analysis. It conducts searches of patent and non-patent literature databases, identifies relevant prior art, and provides results to the user. The system also identifies the likely patent examiner and art unit for the application and considers frequently cited references.

16. Interactive Web-Based Platform for Listing and Searching Patent Applications with Integrated Database and Linking Features

PCTXS INC., 2018

An internet-based system for promoting and offering for sale or license PCT and national patent application rights. The system uses an interactive website with a searchable database of patent applications. Users can search for and view posted patent applications for sale or license. Patent applicants can post their own applications for sale or license. The website provides links to the actual patent applications and search reports to help buyers assess the value.

17. Apparatus and Method for Calculating Cooperative Similarity Score Between Patent Documents

KOREA INSTITUTE OF SCIENCE AND TECHNOLOGY INFORMATION, 2018

An apparatus and method for forecasting patent disputes. It extracts keywords from the claims and background of two patent documents and calculates similarity between them using those keywords. The claim and background similarities are combined to give a cooperative similarity score, which represents the probability that the documents are infringing on each other.

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Request the PDF report with complete details of all 17 patents for offline reading.

A range of innovative methods for determining patentability are demonstrated by the offered patents. Certain tasks including quality grading, claim analysis, and patent searching are performed by some using artificial intelligence. Others concentrate on optimizing workflows using data-driven triage techniques or patent map illustrations.