USPTO Examiner KIM TAELOR - Art Unit 2156

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18921838USING GENERATIVE AI MODELS FOR CONTENT SEARCHING AND GENERATION OF CONFABULATED SEARCH RESULTSOctober 2024August 2025Allow920YesNo
18434127CONSISTENCY CHECKING FOR DISTRIBUTED ANALYTICAL DATABASE SYSTEMSFebruary 2024September 2024Allow800NoNo
18426178SYSTEM AND A METHOD OF TRAINING A MACHINE-LEARNING MODELS FOR SEARCH RESULTS RANKINGJanuary 2024March 2025Allow1400NoNo
18379039WEIGHTED EVENT FORESTOctober 2023June 2024Allow800YesNo
18483099SOCIAL INTELLIGENCE ARCHITECTURE USING SOCIAL MEDIA MESSAGE QUEUESOctober 2023November 2025Abandon2530NoNo
18466084SOCIAL MEDIA PROFILING FOR ONE OR MORE AUTHORS USING ONE OR MORE SOCIAL MEDIA PLATFORMSSeptember 2023November 2025Abandon2630NoNo
18548749METHOD FOR ENHANCED CLASSIFICATION OF RECORDSSeptember 2023June 2025Abandon2210NoNo
18236995Ensuring Globally Consistent TransactionsAugust 2023April 2025Allow1920YesNo
18236285AUTOMATICALLY AUGMENTING MESSAGE EXCHANGE THREADS BASED ON TONE OF MESSAGEAugust 2023April 2024Allow700YesNo
18366913PROCESSING HIERARCHICAL RELATIONAL DATAAugust 2023November 2024Allow1510NoNo
18352268GRANULAR LEVEL PRIORITIZED SMART DATA PROTECTION USING DECISION TREESJuly 2023February 2025Allow1920NoNo
18352361DEVICE AND METHOD FOR RECOMMENDING EDUCATIONAL CONTENT BASED ON USER'S SEARCH INFORMATIONJuly 2023September 2024Abandon1510NoNo
18200147TECHNIQUES FOR PATH SELECTION IN AN EQUIDISTANT UNIFORM METRO REPLICATION CONFIGURATIONMay 2023September 2025Allow2800NoNo
18318787METHODS AND APPARATUS FOR A DISTRIBUTED DATABASE WITHIN A NETWORKMay 2023June 2025Allow2520YesNo
18144728Predicted Data Use Obligation Match Using Data DifferentiatorsMay 2023December 2024Allow1920YesNo
18140126SYSTEMS AND METHODS FOR PROVIDING PERSONALIZED ANSWERS WITH LEARNED USER VOCABULARY FOR USER QUERIESApril 2023September 2024Allow1710YesNo
18137944Using Fixed-Weight Language Models to Create and Interact with a Retrieval IndexApril 2023August 2025Allow2721YesNo
18125972CROSS-CHANNEL CONSISTENT USER CONTENTMarch 2023June 2024Allow1540YesNo
18120962SYSTEMS AND METHODS FOR CENTROID-BASED VECTOR ANALYSIS OF CONTENT ITEMS AND INTERACTIVE VISUAL REPRESENTATION GENERATION THEREOFMarch 2023December 2024Abandon2210NoNo
18163716IDENTIFYING SIMILAR CONTENT IN A MULTI-ITEM EMBEDDING SPACEFebruary 2023July 2025Allow2920YesNo
18090923DRIVER SYSTEM, INFORMATION PROCESSING METHOD, ELECTRONIC DEVICCE AND STORAGE MEDIUMDecember 2022June 2025Allow3000NoNo
18081321EXTRACTION FROM AN INTERNAL REPOSITORY FOR REPLICATION MANAGEMENT SYSTEM IN A DATA INTELLIGENCEDecember 2022March 2025Allow2740YesNo
180811311000 MORE SYSTEM FOR POLITICAL ENGAGEMENTDecember 2022April 2025Allow2820YesNo
17952271METHODS AND SYSTEMS FOR BUILDING SEARCH SERVICE APPLICATIONSeptember 2022April 2024Allow1920YesNo
17942783System and Method for Ethical Collection of DataSeptember 2022August 2024Allow2330NoNo
17887387Incremental Updates to Natural Language Expressions in a Data Visualization User InterfaceAugust 2022June 2023Allow1000YesNo
17875780Ensuring Globally Consistent TransactionsJuly 2022June 2023Allow1000YesNo
17814721EFFICIENT RECORD FACET SEARCH BASED ON IMAGE FACETINGJuly 2022May 2025Abandon3440YesNo
17814677SYSTEM AND METHOD FOR GENERATING BUSINESS ONTOLOGIES AND GLOSSARIES FROM METADATAJuly 2022October 2025Abandon3930NoNo
17864587SYSTEMS AND METHODS FOR ANALYZING REPORT INFRASTRUCTURE HEALTHJuly 2022July 2024Allow2410YesNo
17859252Retrieving Industrial Asset Data from Disparate Data SourcesJuly 2022May 2025Allow3420YesNo
17858118Variable Data Source Dynamic and Automatic Ingestion and Auditing Platform Apparatuses, Methods and SystemsJuly 2022November 2024Allow2920YesNo
17854651PATH ENCODED TREE STRUCTURES FOR OPERATIONSJune 2022October 2023Allow1620YesNo
17842684DATA ARCHIVING METHOD AND SYSTEM FOR MINIMIZING COST OF DATA TRANSMISSION AND RETRIEVALJune 2022July 2025Allow3720NoNo
17836647METHOD AND SYSTEM OF BUILDING KNOWLEDGE GRAPH AND METHOD AND SYSTEM OF CONVERSING NEWS EVENTJune 2022July 2024Allow2510YesNo
17660235TECHNIQUES FOR PREDICTING A PERSONALIZED URL DOCUMENT TO ASSIST A CONVERSATIONApril 2022November 2024Allow3130YesNo
17573256APPARATUS AND METHOD FOR PROVIDING SEARCH SERVICE IN ASSOCIATION WITH CHATROOM OF MESSENGER APPLICATIONJanuary 2022February 2025Allow3740YesNo
17594860METHOD AND SYSTEM FOR PERFORMING UNIFICATION PROCESSING ON MULTI-FORMAT LOGS IN SECURITY SITUATION AWARENESS SYSTEMNovember 2021February 2025Abandon3920NoNo
17604222DISTRIBUTED STORAGE OF BLOCKS IN BLOCKCHAINSOctober 2021June 2024Allow3220NoNo
17497264AUTOMATICALLY AUGMENTING MESSAGE EXCHANGE THREADS BASED ON TONE OF MESSAGEOctober 2021May 2023Allow1900YesNo
17493934METHODS AND APPARATUS FOR A DISTRIBUTED DATABASE WITHIN A NETWORKOctober 2021May 2023Abandon1920NoYes
17491695PRESENTING OPTIONS FOR CONTENT DELIVERYOctober 2021July 2025Allow4560YesYes
17439147TAG DOMAIN PRESENTATION DEVICE, TAG DOMAIN PRESENTATION METHOD, AND INFORMATION PROCESSING SYSTEM USING THE SAMESeptember 2021October 2024Abandon3720NoNo
17474456SUGGESTING QUERY TERMSSeptember 2021August 2024Allow3520YesNo
17447230STANDING QUERY TO REACTIVE DATABASESeptember 2021February 2025Allow4140YesNo
17462921AUXILIARY CONTROL MECHANISMS FOR COMPLEX QUERY PROCESSINGAugust 2021July 2024Allow3420YesYes
17385802USER CONTEXT-BASED ENTERPRISE SEARCH WITH MULTI-MODAL INTERACTIONJuly 2021August 2024Allow3730YesNo
17381275SOCIAL INTELLIGENCE ARCHITECTURE USING SOCIAL MEDIA MESSAGE QUEUESJuly 2021June 2023Allow2310NoNo
17380284SOCIAL MEDIA PROFILING FOR ONE OR MORE AUTHORS USING ONE OR MORE SOCIAL MEDIA PLATFORMSJuly 2021August 2023Allow2520NoNo
17373631INFORMATION SEARCH METHOD AND APPARATUSJuly 2021November 2023Abandon2801NoNo
17363157GENERATION DEVICE, GENERATION METHOD, AND RECORDING MEDIUMJune 2021October 2023Allow2720YesNo
17348017INFORMATION PROCESSING SYSTEM AND INFORMATION PROCESSING METHODJune 2021October 2023Allow2840YesNo
17345484VIRTUAL WAREHOUSE POOLS FOR EXECUTING TASKSJune 2021October 2021Allow500YesNo
17311793QUERY AUTO-COMPLETION METHOD AND APPARATUS, DEVICE AND COMPUTER STORAGE MEDIUMJune 2021January 2024Allow3111NoNo
17319327SCORE BASED ENDORSEMENT IN A BLOCKCHAIN NETWORKMay 2021July 2023Allow2630NoNo
17314643CORRELATING EVENT DATA ACROSS MULTIPLE DATA STREAMS TO IDENTIFY COMPATIBLE DISTRIBUTED DATA FILES WITH WHICH TO INTEGRATE DATA AT VARIOUS NETWORKED COMPUTING DEVICESMay 2021July 2024Allow3840YesNo
17301908FILE SYSTEM METADATAApril 2021April 2024Allow3630YesNo
17232466METHODS AND SYSTEMS FOR PREVENTING CORRUPTION OF STATEFUL DATAApril 2021April 2023Allow2420YesNo
17230475IDENTIFYING EQUIVALENT TECHNICAL TERMS IN DIFFERENT DOCUMENTSApril 2021April 2025Allow4850YesYes
17281088System and Method for Ethical Collection of DataMarch 2021September 2022Allow1720YesNo
17212237COMMENTS-ORDERING METHOD, APPARATUS, DEVICE AND COMPUTER STORAGE MEDIUMMarch 2021October 2022Allow1920YesNo
17204735PREDICTED DATA USE OBLIGATION MATCH USING DATA DIFFERENTIATORSMarch 2021January 2023Allow2220YesNo
17198344RECORDING CHANGES TO RECORDS WHILST PRESERVING RECORD IMMUTABILITYMarch 2021January 2024Allow3440YesNo
17190185DATA COMPLEMENTING SYSTEM AND DATA COMPLEMENTING METHODMarch 2021March 2023Allow2410NoNo
17185674CONSISTENCY CHECKING FOR DISTRIBUTED ANALYTICAL DATABASE SYSTEMSFebruary 2021November 2023Allow3230YesNo
17183516DATA LINKAGE SYSTEM AND DATA COLLECTION SYSTEMFebruary 2021December 2023Abandon3330NoNo
17249003METHOD FOR DATA PROCESSING BASED ON SMART CONTRACT AND DEVICEFebruary 2021September 2023Abandon3121NoNo
17268577SEARCH RESULT DISPLAY DEVICE, SEARCH RESULT DISPLAY METHOD, AND NON-TRANSITORY COMPUTER READABLE RECORDING MEDIUMFebruary 2021July 2024Allow4140YesNo
17169661METHOD AND APPARATUS FOR DATA SEARCH, SYSTEM, DEVICE AND COMPUTER READABLE STORAGE MEDIUMFebruary 2021January 2023Allow2320YesNo
17163632INFORMATION SEARCH APPARATUS AND NON-TRANSITORY COMPUTER READABLE MEDIUMFebruary 2021November 2022Abandon2120YesNo
17138750Search Enhanceer Interface Using Multiple DictionariesDecember 2020April 2023Abandon2720NoNo
17128651DYNAMIC ENTITY VISUALIZATION OF SEARCH RESULTSDecember 2020November 2022Abandon2220NoNo
17253580SYSTEMS AND METHODS FOR PROVIDING PERSONALIZED ANSWERS WITH LEARNED USER VOCABULARY FOR USER QUERIESDecember 2020March 2023Allow2620YesNo
17125233RETRIEVAL SYSTEM AND VOICE RECOGNITION METHOD THEREOFDecember 2020March 2022Abandon1510NoNo
17125527CROSS-CHANNEL CONSISTENT USER CONTENTDecember 2020December 2022Allow2420YesNo
16973729BOOK SEARCH INTERFACE APPARATUS, BOOK SEARCH METHOD, AND PROGRAMDecember 2020March 2023Allow2740YesNo
17111166SYSTEM AND METHOD FOR TRANSFORMING SOURCE-DEPENDENT DATA INTO SOURCE-AGNOSTIC DATADecember 2020August 2022Allow2120NoNo
17107632System and Method of Providing Accessibility to Visualization ToolsNovember 2020August 2022Allow2020YesNo
17055904METHOD AND APPARATUS FOR TRACKING DIGITAL CONTENT TRANSFERNovember 2020March 2023Allow2720YesNo
17092064QUESTION ANSWERING PROCESSING METHOD AND APPARATUS, AND STORAGE MEDIUMNovember 2020September 2022Abandon2220YesNo
17090658Weighted Event ForestNovember 2020July 2023Allow3210YesNo
17084008METHODS AND SYSTEMS FOR FIXED INTERPOLATION ERROR DATA SIMPLIFICATION PROCESSES FOR TELEMATICSOctober 2020November 2022Allow2520NoNo
17083993SYSTEM AND METHOD FOR PLANNING AND CONFIGURING A FILE SYSTEM MIGRATIONOctober 2020June 2025Allow5540YesNo
17084086METHODS AND SYSTEMS FOR FIXED EXTRAPOLATION ERROR DATA SIMPLIFICATION PROCESSES FOR TELEMATICSOctober 2020October 2024Allow4760YesYes
17067429MANAGEMENT OF APPLICATION OF DATA ACTIONS TO UPDATED DATA OBJECTS IN A DATA STOREOctober 2020May 2023Allow3140YesNo
17001437SYSTEM AND METHOD FOR REMOVING EXCEPTION PERIODS FROM TIME SERIES DATAAugust 2020November 2023Abandon3830YesNo
16998345RECORDING MEDIUM, RESPONSE PROCESSING METHOD, RESPONSE PROCESSING APPARATUS, AND RESPONSE PROCESSING SYSTEMAugust 2020May 2022Allow2120NoNo
16995514QUERY TERM EXPANSION AND RESULT SELECTIONAugust 2020August 2022Allow2420YesNo
16944761METHOD AND ELECTRONIC DEVICE FOR QUANTIFYING USER INTERESTJuly 2020February 2023Allow3130NoNo
16940673CUSTOM SEMANTIC SEARCH EXPERIENCE DRIVEN BY AN ONTOLOGYJuly 2020January 2023Allow3040YesNo
16935404SYSTEM AND METHOD FOR DETECTING CHANGES IN WEBPAGES AND GENERATING METRIC CORRELATIONS THEREFROMJuly 2020December 2022Allow2920YesNo
16922482CONFIGURABLE FRAMEWORK FOR GENERATING AND VALIDATING MULTI-CHANNEL ELECTRONIC DATA REPORTSJuly 2020February 2023Abandon3130NoNo
16915879EFFICIENT DROP COLUMN REQUESTS IN A NON-RELATIONAL DATA STOREJune 2020August 2023Allow3840YesNo
16913771Universal Interaction for Capturing Content to Persistent StorageJune 2020October 2023Abandon4040YesNo
16912990VERIFICATION MICROSERVICE FOR DEDUPLICATED OBJECT STORAGE SYSTEMJune 2020February 2023Allow3240NoNo
16900562USER IDENTIFICATION AND TRACKING SYSTEMJune 2020August 2023Allow3840YesNo
16897637DOCUMENT ANALYSIS ARCHITECTUREJune 2020December 2023Allow4240YesNo
16896087USE OF TIME TO LIVE VALUE DURING DATABASE COMPACTIONJune 2020October 2023Allow4150YesNo
16894560METHODS FOR MONITORING A BLOCKCHAIN BASED ON SCHEMATIZED TRANSACTIONS AND DEVICES THEREOFJune 2020October 2022Abandon2920NoNo
16888527SYNCHRONIZING CHANGES TO STALE COMPONENTS OF A DISTRIBUTED OBJECT USING SYNCHRONIZATION BITMAPSMay 2020October 2022Allow2920YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner KIM, TAELOR.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
18
Examiner Affirmed
13
(72.2%)
Examiner Reversed
5
(27.8%)
Reversal Percentile
43.6%
Lower than average

What This Means

With a 27.8% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
58
Allowed After Appeal Filing
12
(20.7%)
Not Allowed After Appeal Filing
46
(79.3%)
Filing Benefit Percentile
27.1%
Lower than average

Understanding Appeal Filing Strategy

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, 20.7% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable reconsideration.

Strategic Recommendations

Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.

Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner KIM, TAELOR - Prosecution Strategy Guide

Executive Summary

Examiner KIM, TAELOR works in Art Unit 2156 and has examined 351 patent applications in our dataset. With an allowance rate of 56.7%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 42 months.

Allowance Patterns

Examiner KIM, TAELOR's allowance rate of 56.7% places them in the 17% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by KIM, TAELOR receive 3.26 office actions before reaching final disposition. This places the examiner in the 91% 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.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by KIM, TAELOR is 42 months. This places the examiner in the 18% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.

Interview Effectiveness

Conducting an examiner interview provides a +42.5% benefit to allowance rate for applications examined by KIM, TAELOR. This interview benefit is in the 89% 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.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 18.7% of applications are subsequently allowed. This success rate is in the 18% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 5.1% of cases where such amendments are filed. This entry rate is in the 6% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 35.3% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 34% 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.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 57.1% of appeals filed. This is in the 30% percentile among all examiners. Of these withdrawals, 54.2% 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.

Petition Practice

When applicants file petitions regarding this examiner's actions, 31.8% are granted (fully or in part). This grant rate is in the 19% 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 Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 1.1% of allowed cases (in the 69% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 12% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically come directly without a separate action for formal matters.

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • Prepare for rigorous examination: With a below-average allowance rate, ensure your application has strong written description and enablement support. Consider filing a continuation if you need to add new matter.
  • Expect multiple rounds of prosecution: This examiner issues more office actions than average. Address potential issues proactively in your initial response and consider requesting an interview early in prosecution.
  • Prioritize examiner interviews: Interviews are highly effective with this examiner. Request an interview after the first office action to clarify issues and potentially expedite allowance.
  • Plan for RCE after final rejection: This examiner rarely enters after-final amendments. Budget for an RCE in your prosecution strategy if you receive a final rejection.
  • Plan for extended prosecution: Applications take longer than average with this examiner. Factor this into your continuation strategy and client communications.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

Important Disclaimer

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.