Search

Sam M. Refai

Examiner (ID: 7329, Phone: (313)446-4822 , Office: P/3681 )

Most Active Art Unit
3681
Art Unit(s)
3681, 3626, 3621, 3688
Total Applications
485
Issued Applications
154
Pending Applications
70
Abandoned Applications
275

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 18990281 [patent_doc_number] => 20240062250 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-22 [patent_title] => HEURISTIC CLUSTERING [patent_app_type] => utility [patent_app_number] => 18/497067 [patent_app_country] => US [patent_app_date] => 2023-10-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5639 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [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] => 18497067 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/497067
Heuristic clustering Oct 29, 2023 Issued
Array ( [id] => 20215534 [patent_doc_number] => 12412188 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-09-09 [patent_title] => Systems and methods for redeeming rewards for cash at an ATM [patent_app_type] => utility [patent_app_number] => 18/375701 [patent_app_country] => US [patent_app_date] => 2023-10-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 5682 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 428 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18375701 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/375701
Systems and methods for redeeming rewards for cash at an ATM Oct 1, 2023 Issued
Array ( [id] => 20215534 [patent_doc_number] => 12412188 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-09-09 [patent_title] => Systems and methods for redeeming rewards for cash at an ATM [patent_app_type] => utility [patent_app_number] => 18/375701 [patent_app_country] => US [patent_app_date] => 2023-10-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 5682 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 428 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18375701 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/375701
Systems and methods for redeeming rewards for cash at an ATM Oct 1, 2023 Issued
Array ( [id] => 20331997 [patent_doc_number] => 12462276 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-11-04 [patent_title] => Methods, systems, and media for identifying automatically refreshed advertisements [patent_app_type] => utility [patent_app_number] => 18/375152 [patent_app_country] => US [patent_app_date] => 2023-09-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 0 [patent_no_of_claims] => 21 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 173 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18375152 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/375152
Methods, systems, and media for identifying automatically refreshed advertisements Sep 28, 2023 Issued
Array ( [id] => 19950597 [patent_doc_number] => 12321964 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-06-03 [patent_title] => Method and system for exemplary campaign message management [patent_app_type] => utility [patent_app_number] => 18/372821 [patent_app_country] => US [patent_app_date] => 2023-09-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 14 [patent_figures_cnt] => 16 [patent_no_of_words] => 5695 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 202 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18372821 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/372821
Method and system for exemplary campaign message management Sep 25, 2023 Issued
Array ( [id] => 18897772 [patent_doc_number] => 20240013257 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-01-11 [patent_title] => OUTPUT CONTROL DEVICE, INFORMATION OUTPUT SYSTEM, OUTPUT CONTROL METHOD, AND PROGRAM [patent_app_type] => utility [patent_app_number] => 18/239989 [patent_app_country] => US [patent_app_date] => 2023-08-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5352 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -7 [patent_words_short_claim] => 112 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18239989 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/239989
OUTPUT CONTROL DEVICE, INFORMATION OUTPUT SYSTEM, OUTPUT CONTROL METHOD, AND PROGRAM Aug 29, 2023 Abandoned
Array ( [id] => 19942843 [patent_doc_number] => 12314976 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-05-27 [patent_title] => System, method, and computer program product for generating a synthetic control group [patent_app_type] => utility [patent_app_number] => 18/456669 [patent_app_country] => US [patent_app_date] => 2023-08-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 3612 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [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] => 18456669 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/456669
System, method, and computer program product for generating a synthetic control group Aug 27, 2023 Issued
Array ( [id] => 18788497 [patent_doc_number] => 20230376989 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-23 [patent_title] => SYSTEM AND METHOD FOR PROVIDING EXTERNAL NOTIFICATIONS OF EVENTS IN A VIRTUAL SPACE TO USERS [patent_app_type] => utility [patent_app_number] => 18/365837 [patent_app_country] => US [patent_app_date] => 2023-08-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7326 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 121 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18365837 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/365837
SYSTEM AND METHOD FOR PROVIDING EXTERNAL NOTIFICATIONS OF EVENTS IN A VIRTUAL SPACE TO USERS Aug 3, 2023 Pending
Array ( [id] => 18788506 [patent_doc_number] => 20230377000 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-23 [patent_title] => INFORMATION PROCESSING DEVICE, PROVISION SYSTEM, AND PROVISION METHOD [patent_app_type] => utility [patent_app_number] => 18/230349 [patent_app_country] => US [patent_app_date] => 2023-08-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6401 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -8 [patent_words_short_claim] => 155 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18230349 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/230349
INFORMATION PROCESSING DEVICE, PROVISION SYSTEM, AND PROVISION METHOD Aug 3, 2023 Abandoned
Array ( [id] => 18811537 [patent_doc_number] => 20230385873 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-30 [patent_title] => METHODS, SYSTEMS, AND MEDIA FOR MANAGING ONLINE ADVERTISING CAMPAIGNS BASED ON CAUSAL CONVERSION METRICS [patent_app_type] => utility [patent_app_number] => 18/230452 [patent_app_country] => US [patent_app_date] => 2023-08-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8375 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 226 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18230452 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/230452
METHODS, SYSTEMS, AND MEDIA FOR MANAGING ONLINE ADVERTISING CAMPAIGNS BASED ON CAUSAL CONVERSION METRICS Aug 3, 2023 Pending
Array ( [id] => 18881936 [patent_doc_number] => 20240005305 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-01-04 [patent_title] => SYSTEM AND METHOD FOR PROVIDING A COMBINED PROCESS FLOW FOR CLAIMING TOKENS AND BEING DIRECTED TO A SPECIFIC STATE OF AN APPLICATION IN A SINGLE INTERACTION [patent_app_type] => utility [patent_app_number] => 18/228917 [patent_app_country] => US [patent_app_date] => 2023-08-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 28443 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 138 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18228917 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/228917
SYSTEM AND METHOD FOR PROVIDING A COMBINED PROCESS FLOW FOR CLAIMING TOKENS AND BEING DIRECTED TO A SPECIFIC STATE OF AN APPLICATION IN A SINGLE INTERACTION Jul 31, 2023 Abandoned
Array ( [id] => 18881936 [patent_doc_number] => 20240005305 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-01-04 [patent_title] => SYSTEM AND METHOD FOR PROVIDING A COMBINED PROCESS FLOW FOR CLAIMING TOKENS AND BEING DIRECTED TO A SPECIFIC STATE OF AN APPLICATION IN A SINGLE INTERACTION [patent_app_type] => utility [patent_app_number] => 18/228917 [patent_app_country] => US [patent_app_date] => 2023-08-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 28443 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 138 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18228917 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/228917
SYSTEM AND METHOD FOR PROVIDING A COMBINED PROCESS FLOW FOR CLAIMING TOKENS AND BEING DIRECTED TO A SPECIFIC STATE OF AN APPLICATION IN A SINGLE INTERACTION Jul 31, 2023 Abandoned
Array ( [id] => 18881936 [patent_doc_number] => 20240005305 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-01-04 [patent_title] => SYSTEM AND METHOD FOR PROVIDING A COMBINED PROCESS FLOW FOR CLAIMING TOKENS AND BEING DIRECTED TO A SPECIFIC STATE OF AN APPLICATION IN A SINGLE INTERACTION [patent_app_type] => utility [patent_app_number] => 18/228917 [patent_app_country] => US [patent_app_date] => 2023-08-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 28443 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 138 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18228917 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/228917
SYSTEM AND METHOD FOR PROVIDING A COMBINED PROCESS FLOW FOR CLAIMING TOKENS AND BEING DIRECTED TO A SPECIFIC STATE OF AN APPLICATION IN A SINGLE INTERACTION Jul 31, 2023 Abandoned
Array ( [id] => 18788499 [patent_doc_number] => 20230376992 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-23 [patent_title] => SYSTEMS AND METHODS FOR MANAGING MERCHANDISING CARD REMINDERS [patent_app_type] => utility [patent_app_number] => 18/362910 [patent_app_country] => US [patent_app_date] => 2023-07-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11376 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 175 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18362910 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/362910
Systems and methods for managing merchandising card reminders Jul 30, 2023 Issued
Array ( [id] => 20274190 [patent_doc_number] => 12443973 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-10-14 [patent_title] => Deep learning-based revenue-per-click prediction model framework [patent_app_type] => utility [patent_app_number] => 18/224726 [patent_app_country] => US [patent_app_date] => 2023-07-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 3289 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 182 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18224726 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/224726
Deep learning-based revenue-per-click prediction model framework Jul 20, 2023 Issued
Array ( [id] => 20274190 [patent_doc_number] => 12443973 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-10-14 [patent_title] => Deep learning-based revenue-per-click prediction model framework [patent_app_type] => utility [patent_app_number] => 18/224726 [patent_app_country] => US [patent_app_date] => 2023-07-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 3289 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 182 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18224726 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/224726
Deep learning-based revenue-per-click prediction model framework Jul 20, 2023 Issued
Array ( [id] => 18833073 [patent_doc_number] => 20230401600 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-12-14 [patent_title] => SYSTEM AND METHOD FOR BUILDING A CAMPAIGN QUEUE WITH CONTEXTUALIZATION [patent_app_type] => utility [patent_app_number] => 18/208097 [patent_app_country] => US [patent_app_date] => 2023-06-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12665 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 286 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18208097 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/208097
SYSTEM AND METHOD FOR BUILDING A CAMPAIGN QUEUE WITH CONTEXTUALIZATION Jun 8, 2023 Pending
Array ( [id] => 19618227 [patent_doc_number] => 20240403907 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-12-05 [patent_title] => TRAINED MODEL FOR AUTOMATICALLY DETERMINING DIRECTED SPEND PROGRAM ELIGIBILITY [patent_app_type] => utility [patent_app_number] => 18/204074 [patent_app_country] => US [patent_app_date] => 2023-05-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9630 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [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] => 18204074 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/204074
TRAINED MODEL FOR AUTOMATICALLY DETERMINING DIRECTED SPEND PROGRAM ELIGIBILITY May 30, 2023 Abandoned
Array ( [id] => 19574345 [patent_doc_number] => 20240378637 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-11-14 [patent_title] => Inferring Target Objects for an Attirbution Model Based on Links in Content Items [patent_app_type] => utility [patent_app_number] => 18/196395 [patent_app_country] => US [patent_app_date] => 2023-05-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12090 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 216 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18196395 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/196395
Inferring Target Objects for an Attirbution Model Based on Links in Content Items May 10, 2023 Pending
Array ( [id] => 19596290 [patent_doc_number] => 12154139 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-11-26 [patent_title] => Contextual targeting based on metaverse monitoring [patent_app_type] => utility [patent_app_number] => 18/310930 [patent_app_country] => US [patent_app_date] => 2023-05-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 7772 [patent_no_of_claims] => 26 [patent_no_of_ind_claims] => 4 [patent_words_short_claim] => 194 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18310930 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/310930
Contextual targeting based on metaverse monitoring May 1, 2023 Issued
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