Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 17133211 | NUMBER EMBEDDING APPLICATION SYSTEM | December 2020 | July 2022 | Allow | 19 | 0 | 0 | No | No |
| 17253119 | SUPPORT DEVICE AND NON-TRANSIENT COMPUTER-READABLE RECORDING MEDIUM RECORDING SUPPORT PROGRAM | December 2020 | June 2022 | Allow | 18 | 1 | 0 | No | No |
| 17247406 | Maintaining a Discrete Data Representation that Corresponds to Information Contained in Free-Form Text | December 2020 | October 2023 | Abandon | 34 | 2 | 0 | No | No |
| 17108855 | SYSTEMS AND METHODS FOR INGESTING AND PARSING DATASETS GENERATED FROM DISPARATE DATA SOURCES | December 2020 | May 2022 | Allow | 18 | 1 | 0 | Yes | No |
| 17103422 | ELECTRONIC DEVICE FOR SUPPORTING CUSTOMIZED MANUAL | November 2020 | April 2023 | Allow | 29 | 2 | 1 | Yes | No |
| 17100472 | UNIFIED SEMANTIC MODEL OF USER INTENTIONS | November 2020 | July 2023 | Allow | 32 | 2 | 0 | Yes | No |
| 16953706 | UNSTRUCTURED EXTENSIONS TO RPA | November 2020 | January 2024 | Allow | 38 | 1 | 0 | No | No |
| 17089305 | METHOD AND SYSTEM FOR INTERACTION SERVICING WITH EMBEDDABLE RIBBON DISPLAY | November 2020 | May 2022 | Allow | 18 | 2 | 0 | Yes | No |
| 17087720 | SYSTEM AND METHOD FOR AUTOMATED USER INTERFACE LAYOUT PRESENTATION BASED ON TASK | November 2020 | August 2022 | Allow | 22 | 4 | 0 | Yes | No |
| 17073270 | METHOD AND SYSTEM FOR MONITORING AND INTEGRATION OF ONE OR MORE INTELLIGENT CONVERSATIONAL AGENTS | October 2020 | September 2022 | Allow | 23 | 0 | 0 | No | No |
| 17068252 | SYSTEM AND METHOD FOR EARLY MEDIA BUFFERING USING PREDICTION OF USER BEHAVIOR | October 2020 | February 2022 | Allow | 16 | 1 | 0 | Yes | No |
| 17065387 | TV SIDE BAR USER INTERFACE | October 2020 | November 2021 | Allow | 14 | 2 | 0 | Yes | No |
| 17060174 | COGNITIVE TRACKING AND NAVIGATION TRAINING SYSTEM FOR IMPROVED APPLICATION PERFORMANCE | October 2020 | November 2021 | Allow | 13 | 1 | 0 | No | No |
| 17060812 | User behavior analytics using keystroke analysis of pseudo-random character strings | October 2020 | October 2021 | Allow | 12 | 1 | 0 | No | No |
| 17016417 | SYSTEM, METHOD AND STORAGE MEDIUM FOR PROVIDING INFORMATION | September 2020 | May 2023 | Allow | 32 | 3 | 0 | No | No |
| 17011724 | APPARATUS, SYSTEM AND METHOD FOR A WEB-BASED INTERACTIVE VIDEO PLATFORM | September 2020 | August 2022 | Allow | 24 | 1 | 1 | No | No |
| 17011928 | PREDICTION-BASED ACTION-RECOMMENDATIONS IN A CLOUD SYSTEM | September 2020 | April 2022 | Allow | 19 | 2 | 0 | Yes | No |
| 17009232 | SYSTEMS AND METHODS FOR REAL-TIME ADAPTIVE USER ATTENTION SENSING | September 2020 | March 2024 | Abandon | 43 | 4 | 0 | No | No |
| 17004362 | DYNAMIC USER INTERFACE CUSTOMIZATION | August 2020 | October 2021 | Allow | 14 | 0 | 0 | No | No |
| 16969036 | Methods and Device for Task Mobilization | August 2020 | December 2022 | Allow | 28 | 2 | 1 | No | No |
| 16987928 | HOLOGRAPHIC VIRTUAL ASSISTANT | August 2020 | August 2021 | Allow | 12 | 1 | 0 | Yes | No |
| 16934640 | SYSTEM AND METHODS FOR INTERACTING WITH A CONTROL ENVIRONMENT | July 2020 | April 2022 | Allow | 21 | 2 | 0 | No | Yes |
| 16930375 | RESOURCE TRACKING | July 2020 | November 2021 | Allow | 16 | 1 | 0 | Yes | No |
| 16925440 | PROCESS OPTIMIZATION BASED ON USER BEHAVIOR | July 2020 | October 2023 | Abandon | 39 | 2 | 0 | No | No |
| 16923286 | ASSISTANT DIALOG MODEL GENERATION | July 2020 | February 2022 | Allow | 19 | 2 | 0 | Yes | No |
| 16892565 | SYSTEMS AND METHODS FOR WEB COLLABORATION | June 2020 | December 2021 | Allow | 19 | 2 | 0 | Yes | No |
| 16889225 | PLATFORM FOR DETECTING BYPASS OF AN AUTHENTICATION SYSTEM | June 2020 | May 2022 | Allow | 23 | 1 | 0 | Yes | No |
| 16883264 | ELECTRONIC DEVICE HAVING CAPACITANCE-BASED FORCE SENSING FOR USER INTERFACE INPUT | May 2020 | June 2023 | Allow | 37 | 2 | 0 | Yes | No |
| 16877825 | ACQUISITION PROCESS OF GUI ELEMENTS USING USER INPUT | May 2020 | February 2021 | Allow | 9 | 2 | 0 | Yes | No |
| 15931247 | LEARNING SYSTEM, REHABILITATION SUPPORT SYSTEM, METHOD, PROGRAM, AND TRAINED MODEL | May 2020 | October 2022 | Allow | 29 | 1 | 0 | No | No |
| 16866750 | STYLING SYSTEM | May 2020 | July 2021 | Allow | 14 | 1 | 0 | Yes | No |
| 16864917 | ADJUSTING A USER INTERFACE LAYOUT BASED ON USER USAGE PATTERNS | May 2020 | March 2022 | Allow | 22 | 2 | 0 | Yes | No |
| 16859144 | METHOD TO PROVIDE DESIGN INFORMATION | April 2020 | November 2021 | Allow | 18 | 2 | 0 | Yes | No |
| 16758502 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAM | April 2020 | July 2021 | Allow | 15 | 2 | 0 | No | No |
| 16851915 | METHOD AND APPARATUS FOR INTERRUPT DETECTION | April 2020 | April 2022 | Abandon | 24 | 3 | 0 | No | No |
| 16850833 | SELECTION OF PROBABILITY THRESHOLDS FOR GENERATING CARDIAC ARRHYTHMIA NOTIFICATIONS | April 2020 | October 2022 | Allow | 30 | 1 | 0 | Yes | No |
| 16845996 | MACHINE LEARNING BASED DEPOLARIZATION IDENTIFICATION AND ARRHYTHMIA LOCALIZATION VISUALIZATION | April 2020 | May 2023 | Allow | 37 | 2 | 0 | Yes | No |
| 16828673 | METHODS AND SYSTEMS FOR MANAGING DATA AND FILES | March 2020 | June 2021 | Allow | 15 | 2 | 0 | Yes | No |
| 16828790 | Online Systems and Methods for Advancing Information Organization Sharing and Collective Action | March 2020 | April 2022 | Allow | 25 | 1 | 1 | No | No |
| 16826492 | SKILL DISCOVERY FOR COMPUTERIZED PERSONAL ASSISTANT | March 2020 | September 2022 | Allow | 30 | 4 | 0 | Yes | No |
| 16643648 | INTERFACE AND MODE SELECTION FOR DIGITAL ACTION EXECUTION | March 2020 | October 2023 | Allow | 44 | 1 | 0 | No | No |
| 16807110 | PRESENTING CONTENT ITEMS AND PERFORMING ACTIONS WITH RESPECT TO CONTENT ITEMS | March 2020 | August 2021 | Allow | 17 | 2 | 0 | Yes | No |
| 16797398 | TARGETED DATA RETRIEVAL AND DECISION-TREE-GUIDED DATA EVALUATION | February 2020 | June 2022 | Allow | 28 | 0 | 0 | No | No |
| 16795196 | VIEWING OR SENDING OF IMAGE OR OTHER DATA WHILE CONNECTED TO SERVICE ASSOCIATED WITH PREDETERMINED DOMAIN NAME | February 2020 | June 2022 | Allow | 28 | 2 | 0 | No | No |
| 16786203 | SYSTEMS AND METHODS FOR EMS NAVIGATION USER INTERFACE | February 2020 | October 2020 | Allow | 8 | 1 | 0 | Yes | No |
| 16782169 | PRESENTATION APPLICATION TOOL SYSTEMS AND METHODS | February 2020 | November 2021 | Allow | 22 | 3 | 0 | Yes | No |
| 16781861 | APPLICATION REMOTING ACROSS A NETWORK USING DRAW COMMANDS | February 2020 | September 2022 | Allow | 31 | 2 | 1 | No | No |
| 16780582 | TRAINING APPARATUS USING AUGMENTED AND VIRTUAL REALITY | February 2020 | January 2023 | Allow | 36 | 2 | 0 | Yes | No |
| 16775815 | MACHINE LEARNING MODELS APPLIED TO INTERACTION DATA FOR FACILITATING MODIFICATIONS TO ONLINE ENVIRONMENTS | January 2020 | December 2021 | Allow | 23 | 1 | 0 | No | No |
| 16775153 | COMPUTING SYSTEM VIRTUALIZATION CONTINUOUS AUTHENTICATION SYSTEM | January 2020 | January 2022 | Allow | 24 | 1 | 0 | No | No |
| 16745648 | OUT OF BOX USER PERFORMANCE JOURNEY MONITORING | January 2020 | February 2024 | Allow | 49 | 4 | 0 | Yes | No |
| 16743208 | HEAD-WORN ADAPTIVE DISPLAY | January 2020 | March 2021 | Abandon | 14 | 1 | 0 | No | No |
| 16740351 | AUTOMATED WEB SESSION TIMEOUT ENFORCEMENT | January 2020 | April 2022 | Allow | 27 | 1 | 0 | No | No |
| 16716709 | DEVICE, SYSTEM AND METHOD FOR TACTILE SENSATION RECOGNITION | December 2019 | February 2021 | Allow | 14 | 2 | 0 | No | No |
| 16716902 | MEASUREMENT APPARATUS AND METHOD FOR ANALYZING A MEASUREMENT SIGNAL | December 2019 | December 2021 | Allow | 24 | 4 | 0 | Yes | No |
| 16715098 | OUTPUT DEVICE CONTROL | December 2019 | April 2022 | Allow | 28 | 3 | 1 | Yes | No |
| 16707858 | REINFORCEMENT LEARNING IN ROBOTIC PROCESS AUTOMATION | December 2019 | June 2023 | Allow | 42 | 2 | 1 | Yes | Yes |
| 16691775 | INTELLIGENT DESIGN PLATFORM USING INDUSTRIALIZED EXPERIENCE IN PRODUCT DESIGNS | November 2019 | August 2022 | Allow | 32 | 1 | 0 | No | No |
| 16680382 | Systems and Methods for Displaying a Transitional Graphical User Interface while Loading Media Information for a Networked Media Playback System | November 2019 | August 2020 | Allow | 9 | 0 | 0 | Yes | No |
| 16658977 | METHODS, SYSTEMS, AND MEDIA FOR PRESENTING A REMINDER TO VIEW CONTENT | October 2019 | July 2021 | Allow | 20 | 2 | 0 | No | No |
| 16595808 | Method and System for Navigating Through an Application in a User Device | October 2019 | December 2021 | Allow | 26 | 3 | 0 | Yes | No |
| 16584531 | SYSTEMS AND METHODS FOR INGESTING AND PARSING DATASETS GENERATED FROM DISPARATE DATA SOURCES | September 2019 | September 2020 | Allow | 12 | 1 | 0 | Yes | No |
| 16572249 | CONTENT DELIVERY CONTROL | September 2019 | February 2021 | Allow | 17 | 2 | 0 | Yes | No |
| 16563813 | USER INTERFACE GENERATION SYSTEM | September 2019 | March 2021 | Allow | 18 | 1 | 0 | No | No |
| 16561388 | INFORMATION INTERACTION METHOD AND APPARATUS, STORAGE MEDIUM, AND ELECTRONIC APPARATUS | September 2019 | October 2021 | Allow | 25 | 3 | 0 | Yes | No |
| 16553028 | METHODS AND SYSTEMS FOR PROTOCOL MANAGEMENT | August 2019 | January 2023 | Allow | 41 | 2 | 0 | Yes | No |
| 16547872 | SYSTEM AND METHOD FOR RECOMMENDING BUSINESS EXPERIENCE PACKAGES | August 2019 | March 2022 | Abandon | 31 | 1 | 0 | No | No |
| 16547095 | XR DEVICE AND METHOD FOR CONTROLLING THE SAME | August 2019 | February 2022 | Allow | 30 | 1 | 0 | No | No |
| 16544916 | INFORMATION PROCESSING APPARATUS | August 2019 | April 2023 | Allow | 43 | 6 | 0 | Yes | No |
| 16544397 | USER EFFORT DETECTION | August 2019 | October 2022 | Allow | 38 | 1 | 1 | No | No |
| 16532537 | ADAPTIVE SECURITY SYSTEM | August 2019 | January 2022 | Allow | 29 | 1 | 0 | No | No |
| 16513565 | EXECUTING A CHILD QUERY BASED ON RESULTS OF A PARENT QUERY | July 2019 | May 2021 | Allow | 22 | 1 | 0 | No | No |
| 16477299 | CONTROLLING A USER INTERFACE | July 2019 | March 2021 | Allow | 21 | 3 | 0 | Yes | No |
| 16509438 | DEVICES, METHODS, AND GRAPHICAL USER INTERFACES FOR INTERACTING WITH A CONTROL OBJECT WHILE DRAGGING ANOTHER OBJECT | July 2019 | January 2021 | Allow | 18 | 1 | 0 | No | No |
| 16460335 | GRAPH DATABASE FOR OUTBREAK TRACKING AND MANAGEMENT | July 2019 | January 2021 | Allow | 19 | 1 | 0 | No | No |
| 16459297 | WAVEFORM ANNOTATOR | July 2019 | March 2023 | Allow | 44 | 2 | 0 | No | No |
| 16457115 | APPLICATION SWITCHING METHOD AND APPARATUS AND GRAPHICAL USER INTERFACE | June 2019 | September 2020 | Allow | 15 | 2 | 0 | Yes | No |
| 16437163 | USER INTERFACE WITH STACKED APPLICATION MANAGEMENT | June 2019 | September 2021 | Allow | 27 | 3 | 0 | No | No |
| 16416800 | MACHINE LEARNING PROCESS TO ENHANCE USER EXPERIENCE | May 2019 | April 2022 | Allow | 35 | 2 | 0 | Yes | No |
| 16414317 | DIGITAL MAP CALENDAR USER INTERFACE | May 2019 | March 2021 | Allow | 22 | 3 | 0 | Yes | No |
| 16403329 | Devices, Methods, and Graphical User Interfaces for Interaction with an Intensity-Sensitive Input Region | May 2019 | November 2020 | Allow | 19 | 2 | 0 | Yes | No |
| 16388006 | PHYSICAL MOVEMENT ANALYSIS | April 2019 | March 2022 | Allow | 35 | 2 | 0 | Yes | No |
| 16388015 | VISUALIZATION OF TRAINING DIALOGS FOR A CONVERSATIONAL BOT | April 2019 | August 2022 | Allow | 40 | 2 | 0 | Yes | No |
| 16340480 | PATIENT-CENTRIC CLINICAL KNOWLEDGE DISCOVERY SYSTEM | April 2019 | October 2022 | Allow | 42 | 1 | 0 | No | No |
| 16373399 | METHOD AND SYSTEM FOR ASSISTING AIRCRAFT PILOTING | April 2019 | January 2021 | Abandon | 21 | 2 | 0 | No | No |
| 16366753 | SYSTEM FOR PREDICTION MODEL MANAGEMENT WITH TREATMENT PATHWAYS AND BIOMARKER DATA | March 2019 | August 2022 | Allow | 40 | 1 | 0 | No | No |
| 16362454 | Generating Action Suggestions Based on A Change in User Mood | March 2019 | September 2022 | Allow | 42 | 1 | 0 | No | No |
| 16358032 | CHANNEL NAVIGATION OVERVIEWS | March 2019 | July 2021 | Allow | 28 | 3 | 0 | Yes | No |
| 16290470 | Interface for Generating Models with Customizable Interface Configurations | March 2019 | February 2022 | Allow | 35 | 2 | 0 | Yes | No |
| 16262962 | INFORMATION PROCESSING DEVICE AND NON-TRANSITORY COMPUTER READABLE MEDIUM | January 2019 | November 2022 | Abandon | 45 | 2 | 0 | Yes | No |
| 16261559 | Activation of Ancillary Sensor Systems Based on Triggers from a Wearable Gesture Sensing Device | January 2019 | September 2023 | Allow | 56 | 2 | 1 | No | No |
| 16247774 | ELECTRONIC DEVICE FOR CONTROLLING A PLURALITY OF APPLICATIONS | January 2019 | November 2020 | Allow | 22 | 2 | 0 | Yes | No |
| 16241632 | SEARCH MACHINE WITH DYNAMICALLY UPDATED FLAG ON GRAPHICAL SLIDER | January 2019 | March 2021 | Allow | 26 | 3 | 0 | Yes | No |
| 16213364 | INTERACTION MANAGEMENT DEVICE AND NON-TRANSITORY COMPUTER READABLE RECORDING MEDIUM | December 2018 | April 2021 | Allow | 29 | 3 | 0 | Yes | No |
| 16213795 | ERROR DETECTION AND CORRECTION FOR MULTIPLE DOCUMENT EDITOR | December 2018 | July 2022 | Allow | 43 | 1 | 0 | No | No |
| 16199677 | USER INTERFACE FOR A COMPUTING DEVICE | November 2018 | October 2021 | Allow | 34 | 3 | 0 | Yes | No |
| 16196588 | SYSTEM AND METHOD FOR ENHANCING A USER INTERFACE USING EYE TRACKING DATA | November 2018 | April 2021 | Allow | 29 | 1 | 0 | No | No |
| 16188455 | MANAGING LARGE USER SELECTIONS IN AN APPLICATION | November 2018 | August 2020 | Allow | 21 | 1 | 0 | No | No |
| 16174503 | Maintaining a Discrete Data Representation that Corresponds to Information Contained in Free-Form Text | October 2018 | September 2020 | Allow | 22 | 1 | 0 | No | No |
| 16090418 | BAR-TYPE PARAMETER ADJUSTMENT ELEMENTS | October 2018 | December 2020 | Allow | 26 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner XIAO, DI.
With a 0.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.
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, 42.9% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner XIAO, DI works in Art Unit 2179 and has examined 128 patent applications in our dataset. With an allowance rate of 89.8%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 29 months.
Examiner XIAO, DI's allowance rate of 89.8% places them in the 73% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by XIAO, DI receive 2.16 office actions before reaching final disposition. This places the examiner in the 54% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.
The median time to disposition (half-life) for applications examined by XIAO, DI is 29 months. This places the examiner in the 63% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +5.7% benefit to allowance rate for applications examined by XIAO, DI. This interview benefit is in the 32% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 36.0% of applications are subsequently allowed. This success rate is in the 82% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.
This examiner enters after-final amendments leading to allowance in 22.2% of cases where such amendments are filed. This entry rate is in the 30% 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, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 6% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.
This examiner withdraws rejections or reopens prosecution in 62.5% of appeals filed. This is in the 41% percentile among all examiners. Of these withdrawals, 40.0% 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, 100.0% are granted (fully or in part). This grant rate is in the 91% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.
Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 12% 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 15% 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.