Search

Pan G. Choy

Examiner (ID: 285, Phone: (571)270-7038 , Office: P/3624 )

Most Active Art Unit
3624
Art Unit(s)
3624
Total Applications
507
Issued Applications
113
Pending Applications
49
Abandoned Applications
351

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 18585214 [patent_doc_number] => 20230267478 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-08-24 [patent_title] => EVENT ATTRIBUTION FOR ESTIMATING DOWN STREAM IMPACT [patent_app_type] => utility [patent_app_number] => 17/675214 [patent_app_country] => US [patent_app_date] => 2022-02-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14462 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 243 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17675214 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/675214
EVENT ATTRIBUTION FOR ESTIMATING DOWN STREAM IMPACT Feb 17, 2022 Pending
Array ( [id] => 17644495 [patent_doc_number] => 20220172234 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-06-02 [patent_title] => DETERMINING REAL-TIME IMPACT OF DIGITAL CONTENT THROUGH DIGITAL SURVEYS [patent_app_type] => utility [patent_app_number] => 17/650996 [patent_app_country] => US [patent_app_date] => 2022-02-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17982 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 128 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17650996 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/650996
DETERMINING REAL-TIME IMPACT OF DIGITAL CONTENT THROUGH DIGITAL SURVEYS Feb 13, 2022 Abandoned
Array ( [id] => 18781361 [patent_doc_number] => 11823109 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-11-21 [patent_title] => System and method for evaluating images to support multiple risk applications [patent_app_type] => utility [patent_app_number] => 17/568985 [patent_app_country] => US [patent_app_date] => 2022-01-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 16 [patent_figures_cnt] => 16 [patent_no_of_words] => 7271 [patent_no_of_claims] => 21 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 392 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17568985 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/568985
System and method for evaluating images to support multiple risk applications Jan 4, 2022 Issued
Array ( [id] => 17550753 [patent_doc_number] => 20220122095 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-04-21 [patent_title] => METHODS AND APPARATUS TO PERFORM CONSUMER SURVEYS [patent_app_type] => utility [patent_app_number] => 17/566143 [patent_app_country] => US [patent_app_date] => 2021-12-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14172 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 178 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17566143 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/566143
METHODS AND APPARATUS TO PERFORM CONSUMER SURVEYS Dec 29, 2021 Abandoned
Array ( [id] => 19369994 [patent_doc_number] => 12062080 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-08-13 [patent_title] => Reducing sample selection bias in a machine learning-based recommender system [patent_app_type] => utility [patent_app_number] => 17/554640 [patent_app_country] => US [patent_app_date] => 2021-12-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 7 [patent_no_of_words] => 3065 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 4 [patent_words_short_claim] => 390 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17554640 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/554640
Reducing sample selection bias in a machine learning-based recommender system Dec 16, 2021 Issued
Array ( [id] => 17794688 [patent_doc_number] => 20220253780 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-08-11 [patent_title] => ANALYTICAL TOOL FOR COLLABORATIVE COMPETITIVE PURSUIT ANALYSIS AND CREATION OF ENTERPRISE VALUE [patent_app_type] => utility [patent_app_number] => 17/456176 [patent_app_country] => US [patent_app_date] => 2021-11-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5196 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 177 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17456176 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/456176
ANALYTICAL TOOL FOR COLLABORATIVE COMPETITIVE PURSUIT ANALYSIS AND CREATION OF ENTERPRISE VALUE Nov 22, 2021 Abandoned
Array ( [id] => 18393996 [patent_doc_number] => 20230162217 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-25 [patent_title] => HIERARCHICAL DEMAND FORECASTING MODELING [patent_app_type] => utility [patent_app_number] => 17/531106 [patent_app_country] => US [patent_app_date] => 2021-11-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5071 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 85 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17531106 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/531106
Hierarchical demand forecasting modeling Nov 18, 2021 Issued
Array ( [id] => 17614383 [patent_doc_number] => 20220156663 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-19 [patent_title] => SYSTEMS, METHODS, AND USER INTERFACES FOR A WEB-BASED PERSONALIZED UPSKILLING PLATFORM INCLUDING SOLICITING, VALIDATING, AND PROVIDING DIGITAL ASSETS [patent_app_type] => utility [patent_app_number] => 17/525654 [patent_app_country] => US [patent_app_date] => 2021-11-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12689 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -7 [patent_words_short_claim] => 149 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17525654 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/525654
SYSTEMS, METHODS, AND USER INTERFACES FOR A WEB-BASED PERSONALIZED UPSKILLING PLATFORM INCLUDING SOLICITING, VALIDATING, AND PROVIDING DIGITAL ASSETS Nov 11, 2021 Pending
Array ( [id] => 17402096 [patent_doc_number] => 20220044187 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-02-10 [patent_title] => SCHEDULE MANAGING METHOD AND SCHEDULE MANAGING APPARATUS [patent_app_type] => utility [patent_app_number] => 17/496187 [patent_app_country] => US [patent_app_date] => 2021-10-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6695 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 125 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17496187 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/496187
SCHEDULE MANAGING METHOD AND SCHEDULE MANAGING APPARATUS Oct 6, 2021 Abandoned
Array ( [id] => 19765230 [patent_doc_number] => 12223521 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2025-02-11 [patent_title] => Determining a topology for distribution of services using demand aggregation [patent_app_type] => utility [patent_app_number] => 17/489113 [patent_app_country] => US [patent_app_date] => 2021-09-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 17 [patent_figures_cnt] => 17 [patent_no_of_words] => 17262 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 455 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17489113 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/489113
Determining a topology for distribution of services using demand aggregation Sep 28, 2021 Issued
Array ( [id] => 20110624 [patent_doc_number] => 12361348 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-07-15 [patent_title] => Personal, professional, cultural (PPC) insight system [patent_app_type] => utility [patent_app_number] => 17/448740 [patent_app_country] => US [patent_app_date] => 2021-09-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 12 [patent_figures_cnt] => 12 [patent_no_of_words] => 10820 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 314 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17448740 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/448740
Personal, professional, cultural (PPC) insight system Sep 23, 2021 Issued
Array ( [id] => 17675504 [patent_doc_number] => 20220188671 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-06-16 [patent_title] => SYSTEMS AND METHODS FOR USING MACHINE LEARNING TO IMPROVE PROCESSES FOR ACHIEVING READINESS [patent_app_type] => utility [patent_app_number] => 17/472232 [patent_app_country] => US [patent_app_date] => 2021-09-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 48322 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17472232 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/472232
SYSTEMS AND METHODS FOR USING MACHINE LEARNING TO IMPROVE PROCESSES FOR ACHIEVING READINESS Sep 9, 2021 Abandoned
Array ( [id] => 17869723 [patent_doc_number] => 20220292460 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-09-15 [patent_title] => INFORMATION PROCESSING APPARATUS, NON-TRANSITORY COMPUTER READABLE MEDIUM STORING PROGRAM, AND INFORMATION PROCESSING METHOD [patent_app_type] => utility [patent_app_number] => 17/463470 [patent_app_country] => US [patent_app_date] => 2021-08-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11656 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 82 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17463470 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/463470
INFORMATION PROCESSING APPARATUS, NON-TRANSITORY COMPUTER READABLE MEDIUM STORING PROGRAM, AND INFORMATION PROCESSING METHOD Aug 30, 2021 Abandoned
Array ( [id] => 17447121 [patent_doc_number] => 20220067626 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-03 [patent_title] => ENTERPRISE SPEND OPTIMIZATION AND MAPPING MODEL ARCHITECTURE [patent_app_type] => utility [patent_app_number] => 17/462396 [patent_app_country] => US [patent_app_date] => 2021-08-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 26478 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 114 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17462396 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/462396
ENTERPRISE SPEND OPTIMIZATION AND MAPPING MODEL ARCHITECTURE Aug 30, 2021 Abandoned
Array ( [id] => 18168240 [patent_doc_number] => 20230034850 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-02 [patent_title] => METHOD TO DETERMINE THAT A CREDIT CARD NUMBER CHANGE HAS OCCURRED [patent_app_type] => utility [patent_app_number] => 17/391101 [patent_app_country] => US [patent_app_date] => 2021-08-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15372 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 253 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17391101 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/391101
Method to determine that a credit card number change has occurred Aug 1, 2021 Issued
Array ( [id] => 18554359 [patent_doc_number] => 20230252372 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-08-10 [patent_title] => MATERIAL DATAFLOW EXTRACTION AND SIMULATION SYSTEM [patent_app_type] => utility [patent_app_number] => 18/014903 [patent_app_country] => US [patent_app_date] => 2021-07-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8929 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 156 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18014903 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/014903
MATERIAL DATAFLOW EXTRACTION AND SIMULATION SYSTEM Jul 5, 2021 Pending
Array ( [id] => 17302202 [patent_doc_number] => 20210398041 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-12-23 [patent_title] => SIDE OF STREET PICKUP OPTIMIZATION IN RIDE COORDINATION NETWORK [patent_app_type] => utility [patent_app_number] => 17/353593 [patent_app_country] => US [patent_app_date] => 2021-06-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8518 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 162 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17353593 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/353593
SIDE OF STREET PICKUP OPTIMIZATION IN RIDE COORDINATION NETWORK Jun 20, 2021 Abandoned
Array ( [id] => 18067427 [patent_doc_number] => 20220398515 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-12-15 [patent_title] => MINIMIZING THE ENVIRONMENTAL IMPACT OF WORKLOADS [patent_app_type] => utility [patent_app_number] => 17/304022 [patent_app_country] => US [patent_app_date] => 2021-06-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7394 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 113 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17304022 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/304022
Minimizing the environmental impact of workloads Jun 13, 2021 Issued
Array ( [id] => 18039012 [patent_doc_number] => 20220383228 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-12-01 [patent_title] => MULTILINGUAL SUBTITLE SERVICE SYSTEM AND METHOD FOR CONTROLLING SERVER THEREOF [patent_app_type] => utility [patent_app_number] => 17/424077 [patent_app_country] => US [patent_app_date] => 2021-06-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11769 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 128 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17424077 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/424077
MULTILINGUAL SUBTITLE SERVICE SYSTEM AND METHOD FOR CONTROLLING SERVER THEREOF Jun 11, 2021 Abandoned
Array ( [id] => 18067444 [patent_doc_number] => 20220398532 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-12-15 [patent_title] => TWO TIER DISTRIBUTION OPTIMIZATION USING A TIME SPACE MODEL [patent_app_type] => utility [patent_app_number] => 17/343081 [patent_app_country] => US [patent_app_date] => 2021-06-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9948 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 107 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17343081 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/343081
TWO TIER DISTRIBUTION OPTIMIZATION USING A TIME SPACE MODEL Jun 8, 2021 Abandoned
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