Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 17100338 | METHODS OF PROVIDING NETWORK GRAPHICAL REPRESENTATION OF DATABASE RECORDS | November 2020 | May 2025 | Abandon | 53 | 8 | 0 | No | No |
| 17093885 | Diversity and Explainability Parameters for Recommendation Accuracy in Machine Learning Recommendation Systems | November 2020 | January 2025 | Allow | 50 | 5 | 0 | Yes | Yes |
| 17084840 | DATABASE QUERY OPTIMIZATION METHODS, APPARATUSES, AND COMPUTER DEVICES | October 2020 | November 2021 | Allow | 12 | 2 | 0 | Yes | No |
| 17079149 | Building of Tries Over Sorted Keys | October 2020 | March 2023 | Allow | 28 | 2 | 0 | Yes | No |
| 17076735 | CONDITIONAL FILTERS WITH APPLICATIONS TO JOIN PROCESSING | October 2020 | May 2023 | Allow | 31 | 3 | 0 | Yes | No |
| 17073358 | Computerized Methods and Systems for Selecting a View of Query Results | October 2020 | February 2023 | Abandon | 28 | 1 | 0 | No | No |
| 17072935 | PRIMITIVE-BASED QUERY GENERATION FROM NATURAL LANGUAGE QUERIES | October 2020 | June 2023 | Allow | 32 | 3 | 0 | Yes | No |
| 17066439 | PRE-CONSTRUCTED QUERY RECOMMENDATIONS FOR DATA ANALYTICS | October 2020 | September 2022 | Allow | 23 | 2 | 0 | Yes | No |
| 17037637 | DATA RETRIEVAL SYSTEMS AND METHODS | September 2020 | January 2022 | Allow | 15 | 1 | 0 | Yes | No |
| 17034190 | ENTITY SEARCH SYSTEM | September 2020 | June 2023 | Allow | 33 | 3 | 0 | No | No |
| 16987755 | Automated Persona Feature Selection | August 2020 | August 2022 | Allow | 24 | 2 | 0 | Yes | No |
| 16913936 | Systems, Methods, and Apparatus for Natural Language Queries and Data Visualizations | June 2020 | April 2023 | Allow | 34 | 2 | 0 | Yes | No |
| 16856700 | Object Scriptability | April 2020 | August 2022 | Allow | 28 | 1 | 0 | No | No |
| 16820055 | SYSTEM AND METHOD FOR AUTOMATED SOURCE CODE GENERATION FOR DATABASE CONVERSION | March 2020 | April 2022 | Abandon | 25 | 1 | 0 | No | No |
| 16815895 | DATA PROCESSING METHOD, APPARATUS, AND DEVICE | March 2020 | December 2021 | Allow | 22 | 3 | 0 | Yes | Yes |
| 16812735 | TECHNIQUES FOR SELECTIVE COPYING OF FILE DATA OF A DATA SOURCE | March 2020 | May 2023 | Allow | 38 | 3 | 0 | Yes | No |
| 16727327 | APPEARANCE SEARCH FOR INCIDENT RESPONSE | December 2019 | October 2023 | Abandon | 45 | 2 | 0 | Yes | Yes |
| 16724949 | INDUCTIVE MATRIX COMPLETION AND GRAPH PROXIMITY FOR CONTENT ITEM RECOMMENDATION | December 2019 | October 2021 | Allow | 22 | 3 | 0 | Yes | No |
| 16706080 | SYSTEM AND METHOD FOR FILTERING AND CREATING POINTS-OF-INTEREST | December 2019 | October 2024 | Allow | 59 | 6 | 0 | Yes | No |
| 16671857 | TECHNIQUES FOR MANAGING FUNCTIONALITY CHANGES OF AN ON-DEMAND DATABASE SYSTEM | November 2019 | November 2022 | Allow | 37 | 4 | 0 | Yes | No |
| 16549052 | DOMAIN-SPECIFIC LABELED QUESTION GENERATION FOR TRAINING SYNTACTIC PARSERS | August 2019 | January 2023 | Allow | 41 | 2 | 0 | Yes | No |
| 16505591 | SYSTEMS AND METHODS FOR COPYING AND PASTING SUGGESTION METADATA | July 2019 | September 2021 | Allow | 27 | 2 | 0 | Yes | No |
| 16505521 | Predicting Labels Using a Deep-Learning Model | July 2019 | October 2022 | Allow | 40 | 1 | 0 | Yes | No |
| 16459851 | SYSTEM, METHOD AND COMPUTER PROGRAM PRODUCT FOR QUERY CLARIFICATION | July 2019 | February 2024 | Abandon | 55 | 4 | 0 | No | No |
| 16457973 | SYSTEM, METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIA FOR GENERATING SYNONYMS OF A SEARCH QUERY | June 2019 | July 2023 | Allow | 48 | 4 | 0 | Yes | No |
| 16421329 | DATA ISOLATION IN A BLOCKCHAIN NETWORK | May 2019 | January 2021 | Allow | 20 | 3 | 0 | Yes | No |
| 16378578 | INFORMATION PROCESSING APPARATUS, AND NON-TRANSITORY COMPUTER READABLE MEDIUM | April 2019 | June 2023 | Abandon | 50 | 3 | 0 | No | No |
| 16357131 | Managing Consistency Models in a Distributed Database | March 2019 | October 2021 | Allow | 31 | 1 | 0 | Yes | No |
| 16146685 | A/B TESTING OF SERVICE-LEVEL METRICS | September 2018 | August 2022 | Allow | 46 | 3 | 0 | Yes | No |
| 16146698 | Framework for Analyzing Table Data by Question Answering Systems | September 2018 | February 2023 | Allow | 52 | 4 | 0 | Yes | No |
| 16006775 | MULTI-VENDOR SYNCHRONIZATION PLATFORM SUPPORTING MULTIPLE FORMATS | June 2018 | March 2023 | Abandon | 57 | 4 | 0 | Yes | No |
| 16006546 | OPTIMIZED DATA STRUCTURE | June 2018 | December 2021 | Allow | 42 | 2 | 0 | Yes | No |
| 16006796 | SYSTEMS AND METHODS FOR FAST AND EFFECTIVE GROUPING OF STREAM OF INFORMATION INTO CLOUD STORAGE FILES | June 2018 | October 2021 | Allow | 40 | 5 | 0 | Yes | No |
| 16006562 | SYSTEM AND METHOD FOR PERSISTENCE AND REPLICATION OF CHANGES TO A DATA STORE | June 2018 | October 2022 | Allow | 52 | 4 | 0 | Yes | No |
| 15997436 | REMOTE DATA OBJECT PUBLISHING/SUBSCRIBING SYSTEM HAVING A MULTICAST KEY-VALUE PROTOCOL | June 2018 | July 2022 | Allow | 49 | 4 | 0 | Yes | No |
| 15936694 | STORAGE SYSTEM WITH FAST RECOVERY AND RESUMPTION OF PREVIOUSLY-TERMINATED SYNCHRONOUS REPLICATION | March 2018 | February 2022 | Allow | 47 | 4 | 0 | Yes | No |
| 15937218 | VEHICLE INCIDENT DOCUMENTATION FOR BLOCKCHAIN | March 2018 | October 2022 | Allow | 54 | 8 | 0 | Yes | No |
| 15913885 | Trait-Based Related Persons Systems and Methods | March 2018 | January 2025 | Allow | 60 | 8 | 0 | Yes | No |
| 15908666 | QUERY TOPIC MAP | February 2018 | October 2020 | Abandon | 32 | 2 | 0 | Yes | No |
| 15908671 | CONTENT CHANNEL CURATION | February 2018 | November 2022 | Abandon | 57 | 6 | 0 | Yes | No |
| 15880279 | TECHNIQUES FOR INTEGRATING VALIDATION RESULTS IN DATA PROFILING AND RELATED SYSTEMS AND METHODS | January 2018 | March 2021 | Allow | 38 | 2 | 0 | Yes | No |
| 15740218 | FRAMEWORKS AND METHODOLOGIES FOR ENABLING SEARCHING AND/OR CATEGORISATION OF DIGITISED INFORMATION, INCLUDING CLINICAL REPORT DATA | December 2017 | February 2023 | Allow | 60 | 5 | 0 | Yes | No |
| 15855220 | UPDATING SQLITE DATABASE | December 2017 | November 2020 | Abandon | 34 | 2 | 0 | No | No |
| 15825733 | FEATURE VECTOR PROFILE GENERATION FOR INTERVIEWS | November 2017 | March 2021 | Allow | 40 | 3 | 0 | Yes | No |
| 15825887 | PREDICTING STORAGE REQUIREMENTS OF A DATABASE MANAGEMENT SYSTEM BASED ON APPLICATION BEHAVIOR AND BEHAVIOR OF DATABASE QUERIES | November 2017 | August 2022 | Allow | 57 | 2 | 0 | Yes | Yes |
| 15824651 | MAINTAINING REFERENCES TO RELATED OBJECTS IN A DISTRIBUTED STORAGE NETWORK | November 2017 | March 2021 | Abandon | 39 | 1 | 0 | No | No |
| 15802911 | FEATURE MANAGEMENT FOR WEB MAP TILE SERVICES | November 2017 | March 2021 | Allow | 40 | 2 | 0 | Yes | Yes |
| 15785249 | GUIDING USERS IN INFORMATION EXTRACTION USING QUERY SUGGESTIONS | October 2017 | November 2020 | Abandon | 37 | 3 | 0 | No | No |
| 15672800 | COMPUTING APPARATUSES AND METHODS OF PROCESSING OPERATIONS THEREOF | August 2017 | December 2020 | Allow | 40 | 2 | 0 | No | No |
| 15673148 | SYSTEMS AND METHODS FOR TRACING SOFTWARE APPLICATION ACTIVITY | August 2017 | March 2024 | Allow | 60 | 11 | 0 | Yes | No |
| 15545491 | HASH INDEX | July 2017 | January 2021 | Allow | 42 | 3 | 0 | No | No |
| 15545425 | FOSTER TWIN DATA STRUCTURE | July 2017 | March 2022 | Abandon | 55 | 4 | 0 | No | No |
| 15545438 | MANAGEMENT SYSTEM, AND MANAGEMENT METHOD | July 2017 | September 2020 | Abandon | 38 | 2 | 0 | No | No |
| 15646810 | Apparatus and Method for Creating User Defined Variable Size Tags on Records in RDBMS | July 2017 | July 2021 | Abandon | 48 | 2 | 0 | No | No |
| 15646818 | System and Method to Optimize Queries on a View | July 2017 | July 2021 | Abandon | 48 | 2 | 0 | No | No |
| 15646107 | METHOD FOR PERFORMING REPLICATION CONTROL IN A STORAGE SYSTEM WITH AID OF CHARACTERISTIC INFORMATION OF SNAPSHOT, AND ASSOCIATED APPARATUS | July 2017 | June 2020 | Abandon | 36 | 1 | 0 | No | No |
| 15456637 | DATA PROCESSING METHOD AND DEVICE | March 2017 | June 2021 | Allow | 51 | 2 | 0 | Yes | No |
| 15450975 | METHODS AND SYSTEMS FOR SOCIAL MATCHING | March 2017 | April 2022 | Abandon | 60 | 3 | 0 | Yes | No |
| 15444654 | ANONYMIZATION SYSTEM | February 2017 | January 2021 | Allow | 46 | 2 | 0 | No | No |
| 15431551 | QUERY CONDITIONS-BASED SECURITY | February 2017 | June 2018 | Allow | 16 | 2 | 0 | Yes | No |
| 15430024 | Invariants Modeling and Detection for Heterogeneous Logs | February 2017 | November 2020 | Abandon | 45 | 2 | 0 | Yes | No |
| 15405782 | METHOD AND SYSTEM OF STORING DATA FILES | January 2017 | October 2021 | Allow | 57 | 4 | 0 | Yes | No |
| 15396060 | Selective Downloading of Shared Content Items in a Constrained Synchronization System | December 2016 | June 2020 | Allow | 42 | 2 | 0 | Yes | No |
| 15375197 | INCREASING STORAGE SPACE FOR PROCESSES IMPACTING DATA STORAGE SYSTEMS | December 2016 | May 2018 | Abandon | 17 | 2 | 0 | No | No |
| 15353651 | METHOD OF SUGGESTION OF CONTENT RETRIEVED FROM A SET OF INFORMATION SOURCES | November 2016 | December 2019 | Abandon | 37 | 1 | 0 | No | No |
| 15352431 | Reducing Reliance on Content Management System Resources in a Content Management System | November 2016 | September 2022 | Allow | 60 | 6 | 0 | Yes | No |
| 15352332 | STANDARDIZING VALUES OF A DATASET | November 2016 | June 2020 | Allow | 43 | 2 | 0 | Yes | No |
| 15283847 | QUALITY SCORING SYSTEM FOR ADVERTISEMENTS AND CONTENT IN AN ONLINE SYSTEM | October 2016 | January 2019 | Abandon | 27 | 3 | 0 | No | No |
| 15201566 | System and method for retrieving a signature on a secondary device using a device request | July 2016 | October 2019 | Abandon | 39 | 1 | 0 | No | No |
| 15201229 | Automated Persona Feature Selection | July 2016 | April 2020 | Allow | 45 | 2 | 0 | Yes | No |
| 15033163 | ABSTRACTION LAYER BETWEEN A DATABASE QUERY ENGINE AND A DISTRIBUTED FILE SYSTEM | April 2016 | January 2021 | Abandon | 57 | 4 | 0 | Yes | No |
| 15086839 | Method and System for I/O Parallel Distributed Garbage Collection of a Deduplicated Datasets | March 2016 | December 2020 | Allow | 57 | 4 | 0 | Yes | No |
| 15077096 | PREDICTIVE MODEL SEARCH BY COMMUNICATING COMPARATIVE STRENGTH | March 2016 | June 2019 | Allow | 39 | 5 | 0 | No | No |
| 15075177 | QUERY HINT LEARNING IN A DATABASE MANAGEMENT SYSTEM | March 2016 | August 2018 | Allow | 28 | 2 | 0 | Yes | No |
| 15065605 | AUTOMOTIVE SEARCH PLATFORM | March 2016 | September 2019 | Abandon | 42 | 1 | 0 | No | No |
| 15060637 | DATA INGESTION PROCESS | March 2016 | December 2019 | Allow | 46 | 6 | 0 | Yes | No |
| 14984548 | ALIGNING VISUAL CONTENT TO SEARCH TERM QUERIES | December 2015 | January 2020 | Allow | 49 | 4 | 0 | No | No |
| 14984619 | SELF-LEARNING WEBPAGE LAYOUT BASED ON HISTORY DATA | December 2015 | January 2022 | Allow | 60 | 7 | 0 | Yes | Yes |
| 14977206 | CONTENT AGGREGATION AND AUTOMATED ASSESSMENT OF NETWORK-BASED PLATFORMS | December 2015 | August 2020 | Allow | 56 | 3 | 0 | Yes | No |
| 14977281 | METHODS OF SEARCHING THROUGH INDIRECT CLUSTER CONNECTIONS | December 2015 | June 2019 | Allow | 42 | 2 | 0 | Yes | No |
| 14946393 | COMPUTER-GUIDED CORPORATE RELATIONSHIP MANAGEMENT | November 2015 | June 2022 | Allow | 60 | 5 | 0 | Yes | No |
| 14864218 | QUERY DISAMBIGUATION IN A QUESTION-ANSWERING ENVIRONMENT | September 2015 | September 2018 | Allow | 35 | 4 | 0 | Yes | No |
| 14779702 | SYSTEM AND METHOD FOR TOPICS EXTRACTION AND FILTERING | September 2015 | December 2018 | Abandon | 38 | 1 | 0 | No | No |
| 14863664 | METHOD AND SYSTEM FOR AGGREGATING OPINIONS | September 2015 | April 2018 | Abandon | 30 | 1 | 0 | No | No |
| 14863425 | QUERY HINT LEARNING IN A DATABASE MANAGEMENT SYSTEM | September 2015 | August 2018 | Allow | 34 | 2 | 0 | Yes | No |
| 14863389 | INTEREST-BASED SEARCH OPTIMIZATION | September 2015 | January 2019 | Abandon | 39 | 2 | 0 | Yes | No |
| 14856194 | SECURE SOCIAL CONNECTION VIA REAL-TIME BIOMETRICS AND COGNITIVE STATE COMPARISON | September 2015 | October 2020 | Allow | 60 | 6 | 0 | Yes | No |
| 14856132 | METHODS AND APPARATUS FOR MANAGING A LARGE-SCALE ENVIRONMENT OF COPY DATA MANAGEMENT APPLIANCES | September 2015 | March 2019 | Allow | 42 | 2 | 0 | Yes | No |
| 14856139 | QUERY TRANSFORMATION FOR NATURAL LANGUAGE QUERIES | September 2015 | January 2020 | Abandon | 52 | 4 | 0 | Yes | No |
| 14827402 | HIGH-PERFORMANCE BLOOM FILTER ARRAY | August 2015 | July 2019 | Allow | 47 | 3 | 0 | Yes | No |
| 14796978 | PROCESSING SEARCH QUERIES FOR OPEN EDUCATION RESOURCES | July 2015 | November 2019 | Abandon | 52 | 4 | 0 | Yes | No |
| 14796379 | INCREASING STORAGE SPACE FOR PROCESSES IMPACTING DATA STORAGE SYSTEMS | July 2015 | June 2018 | Allow | 36 | 2 | 0 | Yes | No |
| 14719224 | PROCESSING UNKNOWN OR UNEXPECTED PROPERTIES ENCOUNTERED DURING MIGRATION OR ARCHIVING OPERATIONS | May 2015 | December 2019 | Allow | 55 | 6 | 0 | Yes | No |
| 14697697 | SYSTEM AND METHOD FOR SEARCHING FOR, COLLECTING AND GENERATING MOLD SPORE DATA FOR MOLD REPORTS USING CLIMATE CODES | April 2015 | March 2019 | Allow | 47 | 3 | 0 | Yes | No |
| 14686494 | ACCELERATION PROPERTY FOR PROCESSING DATA STREAM | April 2015 | November 2019 | Abandon | 55 | 4 | 0 | Yes | No |
| 14686468 | BLOCK CHANGES FRAMEWORK FOR DELTA FILE INCREMENTAL BACKUP | April 2015 | August 2018 | Allow | 40 | 2 | 0 | No | No |
| 14682603 | INDUCTIVE MATRIX COMPLETION AND GRAPH PROXIMITY FOR CONTENT ITEM RECOMMENDATION | April 2015 | July 2019 | Allow | 52 | 4 | 0 | Yes | No |
| 14682234 | DATA INGESTION PROCESS | April 2015 | January 2020 | Allow | 57 | 6 | 0 | Yes | No |
| 14665289 | ELECTRONIC DEVICE AND CONTACT DISPLAY METHOD THEREFOR | March 2015 | August 2019 | Abandon | 53 | 5 | 0 | Yes | No |
| 14665742 | SINGLE-TENANT RECOVERY WITH A MULTI-TENANT ARCHIVE | March 2015 | January 2020 | Allow | 58 | 5 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner DORAISWAMY, RANJIT P.
With a 50.0% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success here than typical.
Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.
In this dataset, 62.5% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
✓ Appeals to PTAB show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner DORAISWAMY, RANJIT P works in Art Unit 2166 and has examined 125 patent applications in our dataset. With an allowance rate of 68.0%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 45 months.
Examiner DORAISWAMY, RANJIT P's allowance rate of 68.0% places them in the 31% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by DORAISWAMY, RANJIT P receive 3.30 office actions before reaching final disposition. This places the examiner in the 89% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.
The median time to disposition (half-life) for applications examined by DORAISWAMY, RANJIT P is 45 months. This places the examiner in the 13% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +48.7% benefit to allowance rate for applications examined by DORAISWAMY, RANJIT P. This interview benefit is in the 91% percentile among all examiners. Recommendation: Interviews are highly effective with this examiner and should be strongly considered as a prosecution strategy. Per MPEP § 713.10, interviews are available at any time before the Notice of Allowance is mailed or jurisdiction transfers to the PTAB.
When applicants file an RCE with this examiner, 22.6% of applications are subsequently allowed. This success rate is in the 32% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.
This examiner enters after-final amendments leading to allowance in 22.9% of cases where such amendments are filed. This entry rate is in the 32% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.
When applicants request a pre-appeal conference (PAC) with this examiner, 40.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 37% percentile among all examiners. Note: Pre-appeal conferences show below-average success with this examiner. Consider whether your arguments are strong enough to warrant a PAC request.
This examiner withdraws rejections or reopens prosecution in 63.6% of appeals filed. This is in the 43% percentile among all examiners. Of these withdrawals, 28.6% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.
When applicants file petitions regarding this examiner's actions, 34.8% are granted (fully or in part). This grant rate is in the 21% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.
Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 11% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 13% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically come directly without a separate action for formal matters.
Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:
Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.
No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.
Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.
Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.