Search

Chia-yi Liu

Examiner (ID: 10171, Phone: (571)270-1573 , Office: P/3695 )

Most Active Art Unit
3695
Art Unit(s)
3696, 3692, 3695
Total Applications
372
Issued Applications
94
Pending Applications
32
Abandoned Applications
247

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 16363841 [patent_doc_number] => 20200320592 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-10-08 [patent_title] => METHODS AND SYSTEMS FOR PERSONALIZING VISITOR EXPERIENCE AT A NON-PROFIT VENUE USING MACHINE LEARNING TO GENERATE SELECTION OR SEQUENCE OF NON-PROFIT VENUE LOCATION RECOMMENDATIONS [patent_app_type] => utility [patent_app_number] => 16/905222 [patent_app_country] => US [patent_app_date] => 2020-06-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 199585 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -27 [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] => 16905222 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/905222
METHODS AND SYSTEMS FOR PERSONALIZING VISITOR EXPERIENCE AT A NON-PROFIT VENUE USING MACHINE LEARNING TO GENERATE SELECTION OR SEQUENCE OF NON-PROFIT VENUE LOCATION RECOMMENDATIONS Jun 17, 2020 Abandoned
Array ( [id] => 17129373 [patent_doc_number] => 20210304142 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-09-30 [patent_title] => END-USER FEEDBACK REPORTING FRAMEWORK FOR COLLABORATIVE SOFTWARE DEVELOPMENT ENVIRONMENTS [patent_app_type] => utility [patent_app_number] => 16/855638 [patent_app_country] => US [patent_app_date] => 2020-04-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13795 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 148 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16855638 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/855638
END-USER FEEDBACK REPORTING FRAMEWORK FOR COLLABORATIVE SOFTWARE DEVELOPMENT ENVIRONMENTS Apr 21, 2020 Abandoned
Array ( [id] => 17644573 [patent_doc_number] => 20220172312 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-06-02 [patent_title] => SYSTEM AND METHOD OF APPRENTICESHIP PROGRAM MANAGEMENT [patent_app_type] => utility [patent_app_number] => 17/445015 [patent_app_country] => US [patent_app_date] => 2020-02-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13684 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [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] => 17445015 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/445015
SYSTEM AND METHOD OF APPRENTICESHIP PROGRAM MANAGEMENT Feb 26, 2020 Abandoned
Array ( [id] => 17024745 [patent_doc_number] => 20210248617 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-08-12 [patent_title] => SYSTEM AND METHOD FOR PREDICTING SUPPORT ESCALATION [patent_app_type] => utility [patent_app_number] => 16/785964 [patent_app_country] => US [patent_app_date] => 2020-02-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6622 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 84 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16785964 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/785964
SYSTEM AND METHOD FOR PREDICTING SUPPORT ESCALATION Feb 9, 2020 Abandoned
Array ( [id] => 17010127 [patent_doc_number] => 20210241288 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-08-05 [patent_title] => METHOD AND SYSTEM FOR DETERMINING RETURN OPTIONS FOR INVENTORY ITEMS [patent_app_type] => utility [patent_app_number] => 16/777601 [patent_app_country] => US [patent_app_date] => 2020-01-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8144 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 181 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16777601 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/777601
METHOD AND SYSTEM FOR DETERMINING RETURN OPTIONS FOR INVENTORY ITEMS Jan 29, 2020 Abandoned
Array ( [id] => 18645105 [patent_doc_number] => 11769180 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-09-26 [patent_title] => Machine learning systems and methods for determining home value [patent_app_type] => utility [patent_app_number] => 16/739286 [patent_app_country] => US [patent_app_date] => 2020-01-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 12 [patent_figures_cnt] => 18 [patent_no_of_words] => 13924 [patent_no_of_claims] => 22 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 323 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16739286 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/739286
Machine learning systems and methods for determining home value Jan 9, 2020 Issued
Array ( [id] => 16919444 [patent_doc_number] => 20210192536 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-06-24 [patent_title] => SYSTEM AND METHOD FOR ADAPTIVE AGENT SCRIPTING [patent_app_type] => utility [patent_app_number] => 16/726677 [patent_app_country] => US [patent_app_date] => 2019-12-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10190 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 77 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16726677 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/726677
SYSTEM AND METHOD FOR ADAPTIVE AGENT SCRIPTING Dec 23, 2019 Abandoned
Array ( [id] => 16903952 [patent_doc_number] => 20210182868 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-06-17 [patent_title] => TREND DETECTION VIA MACHINE LEARNING MODELS [patent_app_type] => utility [patent_app_number] => 16/715118 [patent_app_country] => US [patent_app_date] => 2019-12-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13487 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 235 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16715118 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/715118
Trend detection via machine learning models Dec 15, 2019 Issued
Array ( [id] => 15506669 [patent_doc_number] => 20200053523 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-02-13 [patent_title] => SYSTEM AND METHOD FOR AUTOMATED RADIO FREQUENCY SAFETY SYSTEM FOR MULTIPLE/SINGLE DISTRIBUTED ANTENNA SYSTEMS [patent_app_type] => utility [patent_app_number] => 16/656118 [patent_app_country] => US [patent_app_date] => 2019-10-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 19646 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 62 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16656118 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/656118
SYSTEM AND METHOD FOR AUTOMATED RADIO FREQUENCY SAFETY SYSTEM FOR MULTIPLE/SINGLE DISTRIBUTED ANTENNA SYSTEMS Oct 16, 2019 Abandoned
Array ( [id] => 18204697 [patent_doc_number] => 11587094 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-02-21 [patent_title] => Customer service ticket evaluation using multiple time-based machine learning models customer [patent_app_type] => utility [patent_app_number] => 16/587364 [patent_app_country] => US [patent_app_date] => 2019-09-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 4753 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 307 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16587364 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/587364
Customer service ticket evaluation using multiple time-based machine learning models customer Sep 29, 2019 Issued
Array ( [id] => 18130799 [patent_doc_number] => 11557011 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2023-01-17 [patent_title] => Blockchain-based system and method for document transformation and accountability [patent_app_type] => utility [patent_app_number] => 16/560973 [patent_app_country] => US [patent_app_date] => 2019-09-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 19 [patent_figures_cnt] => 18 [patent_no_of_words] => 18521 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 253 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16560973 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/560973
Blockchain-based system and method for document transformation and accountability Sep 3, 2019 Issued
Array ( [id] => 15441475 [patent_doc_number] => 20200034921 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-01-30 [patent_title] => SYSTEM AND METHOD FOR GRAPHICAL DISPLAY OF MULTIVARIATE DATA [patent_app_type] => utility [patent_app_number] => 16/532416 [patent_app_country] => US [patent_app_date] => 2019-08-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10009 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [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] => 16532416 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/532416
System and method for graphical display of multivariate data Aug 4, 2019 Issued
Array ( [id] => 16585352 [patent_doc_number] => 20210019754 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-01-21 [patent_title] => Method, System, and Computer Program Product for Detecting Fraudulent Activity [patent_app_type] => utility [patent_app_number] => 16/516981 [patent_app_country] => US [patent_app_date] => 2019-07-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15868 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 154 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16516981 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/516981
Method, System, and Computer Program Product for Detecting Fraudulent Activity Jul 18, 2019 Abandoned
Array ( [id] => 18735114 [patent_doc_number] => 11803852 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2023-10-31 [patent_title] => Detection and intervention for anomalous transactions [patent_app_type] => utility [patent_app_number] => 16/428021 [patent_app_country] => US [patent_app_date] => 2019-05-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 11 [patent_figures_cnt] => 17 [patent_no_of_words] => 10988 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 238 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16428021 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/428021
Detection and intervention for anomalous transactions May 30, 2019 Issued
Array ( [id] => 14811791 [patent_doc_number] => 20190272505 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-09-05 [patent_title] => AUTOMATED HIRING ASSESSMENTS [patent_app_type] => utility [patent_app_number] => 16/416873 [patent_app_country] => US [patent_app_date] => 2019-05-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6548 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -6 [patent_words_short_claim] => 104 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16416873 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/416873
AUTOMATED HIRING ASSESSMENTS May 19, 2019 Abandoned
Array ( [id] => 15744565 [patent_doc_number] => 20200111172 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-04-09 [patent_title] => METHOD, APPARATUS, AND COMPUTER-READABLE MEDIUM FOR EXPERTISE [patent_app_type] => utility [patent_app_number] => 16/413297 [patent_app_country] => US [patent_app_date] => 2019-05-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7475 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -20 [patent_words_short_claim] => 102 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16413297 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/413297
METHOD, APPARATUS, AND COMPUTER-READABLE MEDIUM FOR EXPERTISE May 14, 2019 Pending
Array ( [id] => 15043913 [patent_doc_number] => 20190332961 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-10-31 [patent_title] => DETECTING, PRIORITIZING, AND VALIDATING UNPERMITTED RENOVATION EVENTS THROUGH DATA MINING, NATURAL LANGUAGE PROCESSING, AND MACHINE LEARNING [patent_app_type] => utility [patent_app_number] => 16/396575 [patent_app_country] => US [patent_app_date] => 2019-04-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 33753 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -27 [patent_words_short_claim] => 173 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16396575 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/396575
DETECTING, PRIORITIZING, AND VALIDATING UNPERMITTED RENOVATION EVENTS THROUGH DATA MINING, NATURAL LANGUAGE PROCESSING, AND MACHINE LEARNING Apr 25, 2019 Abandoned
Array ( [id] => 15044341 [patent_doc_number] => 20190333175 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-10-31 [patent_title] => DETECTING AND VALIDATING REAL ESTATE TRANSFER EVENTS THROUGH DATA MINING, NATURAL LANGUAGE PROCESSING, AND MACHINE LEARNING [patent_app_type] => utility [patent_app_number] => 16/396581 [patent_app_country] => US [patent_app_date] => 2019-04-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 33522 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -27 [patent_words_short_claim] => 167 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16396581 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/396581
DETECTING AND VALIDATING REAL ESTATE TRANSFER EVENTS THROUGH DATA MINING, NATURAL LANGUAGE PROCESSING, AND MACHINE LEARNING Apr 25, 2019 Abandoned
Array ( [id] => 15044337 [patent_doc_number] => 20190333173 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-10-31 [patent_title] => DETECTING AND VALIDATING IMPROPER RESIDENCY STATUS THROUGH DATA MINING, NATURAL LANGUAGE PROCESSING, AND MACHINE LEARNING [patent_app_type] => utility [patent_app_number] => 16/396584 [patent_app_country] => US [patent_app_date] => 2019-04-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 35107 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -27 [patent_words_short_claim] => 152 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16396584 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/396584
Detecting and validating improper residency status through data mining, natural language processing, and machine learning Apr 25, 2019 Issued
Array ( [id] => 16559691 [patent_doc_number] => 20210004840 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-01-07 [patent_title] => PRODUCT HAVING DUAL LAYER IDENTIFICATION CODES, PRODUCT TRACEABILITY AND ANTI-COUNTERFEIT AUTHENTICATION METHOD AND APPARATUS [patent_app_type] => utility [patent_app_number] => 16/976477 [patent_app_country] => US [patent_app_date] => 2019-02-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 16447 [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] => 16976477 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/976477
PRODUCT HAVING DUAL LAYER IDENTIFICATION CODES, PRODUCT TRACEABILITY AND ANTI-COUNTERFEIT AUTHENTICATION METHOD AND APPARATUS Feb 27, 2019 Abandoned
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