METHOD AND SYSTEM FOR INDUSTRIAL ERGONOMICS RISK ROOT-CAUSE ANALYSIS AND MANAGEMENT USING ARTIFICIAL INTELLIGENCE ORIENTED NATURAL LANGUAGE PROCESSING TECHNIQUES
Abstract A system for identifying industrial ergonomics risk root-causes and providing risk control actions, comprising: a computing device configured to obtain textual information describing a series of tasks of a job and forces being exerted during the series of tasks; and a computing server syste...
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| creator | PARIKH, Pulkit Trushantkumar BARKER, Richard Thomas PENFIELD, Julia |
| description | Abstract A system for identifying industrial ergonomics risk root-causes and providing risk control actions, comprising: a computing device configured to obtain textual information describing a series of tasks of a job and forces being exerted during the series of tasks; and a computing server system configured to receive and process the textual information to generate a set of textual entry to correspond to a unique identifier of the job, identify nouns and verbs in the set of textual entry via natural language processing techniques, perform dependency parsing and part-of-speech tagging to associate each identified verb in the set of textual entry with a root noun in order to identify action-object pairs and unpaired actions, determine ergonomic risk root-causes based at least upon the action-object pairs and the unpaired actions in the set of textual entry, and provide ergonomic risk control recommendations to mitigate the ergonomic risk root-causes. coC\ C 4-T 40 Y )N 0 -~ _0 (D 0 O .0~ -%cn(D ( cu~~0 0)_ q D C/ ) 0 a 0X o' _F CU co0-0)( W 70 J 0 -eC-) cn0) ci) co 0Coi) 4- -j-0o 0) Ci) Ci)n C)~ cu=34 0 _ UO)) ux ci) 4-~ 0 0) 'ci 0 C/) C/) a) Uu |
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BARKER, Richard Thomas ; PENFIELD, Julia</creatorcontrib><description>Abstract A system for identifying industrial ergonomics risk root-causes and providing risk control actions, comprising: a computing device configured to obtain textual information describing a series of tasks of a job and forces being exerted during the series of tasks; and a computing server system configured to receive and process the textual information to generate a set of textual entry to correspond to a unique identifier of the job, identify nouns and verbs in the set of textual entry via natural language processing techniques, perform dependency parsing and part-of-speech tagging to associate each identified verb in the set of textual entry with a root noun in order to identify action-object pairs and unpaired actions, determine ergonomic risk root-causes based at least upon the action-object pairs and the unpaired actions in the set of textual entry, and provide ergonomic risk control recommendations to mitigate the ergonomic risk root-causes. coC\ C 4-T 40 Y )N 0 -~ _0 (D 0 O .0~ -%cn(D ( cu~~0 0)_ q D C/ ) 0 a 0X o' _F CU co0-0)( W 70 J 0 -eC-) cn0) ci) co 0Coi) 4- -j-0o 0) Ci) Ci)n C)~ cu=34 0 _ UO)) ux ci) 4-~ 0 0) 'ci 0 C/) C/) a) Uu</description><language>eng</language><subject>CALCULATING ; 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and a computing server system configured to receive and process the textual information to generate a set of textual entry to correspond to a unique identifier of the job, identify nouns and verbs in the set of textual entry via natural language processing techniques, perform dependency parsing and part-of-speech tagging to associate each identified verb in the set of textual entry with a root noun in order to identify action-object pairs and unpaired actions, determine ergonomic risk root-causes based at least upon the action-object pairs and the unpaired actions in the set of textual entry, and provide ergonomic risk control recommendations to mitigate the ergonomic risk root-causes. coC\ C 4-T 40 Y )N 0 -~ _0 (D 0 O .0~ -%cn(D ( cu~~0 0)_ q D C/ ) 0 a 0X o' _F CU co0-0)( W 70 J 0 -eC-) cn0) ci) co 0Coi) 4- -j-0o 0) Ci) Ci)n C)~ cu=34 0 _ UO)) ux ci) 4-~ 0 0) 'ci 0 C/) C/) a) Uu</description><subject>CALCULATING</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES</subject><subject>ELECTRIC DIGITAL DATA PROCESSING</subject><subject>HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA</subject><subject>INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS</subject><subject>PHYSICS</subject><subject>SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2024</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNqNjD1OQ0EMhF9DgYA7WEodKX8NpbXPb5_Frhdsb5EqitBSIYiUXCg3ZYk4AMVoNJr55n64ZvK5jIAygu3NKcNUFFjGaq6MCUhjkZI5GCjbC2gpvgxYjTqEaW9sNzr3FCmTOFRjiYDqPHH4_WBxSokjSSAoyn1EIwh61d4mlFg7C69aAtkNdgqz8FslexzuPo6f5_b05w_DYiIP87Kdvg_tfDq-t692OWDdrDa7ru3zDtfb_61-ACghRpA</recordid><startdate>20241031</startdate><enddate>20241031</enddate><creator>PARIKH, Pulkit Trushantkumar</creator><creator>BARKER, Richard Thomas</creator><creator>PENFIELD, Julia</creator><scope>EVB</scope></search><sort><creationdate>20241031</creationdate><title>METHOD AND SYSTEM FOR INDUSTRIAL ERGONOMICS RISK ROOT-CAUSE ANALYSIS AND MANAGEMENT USING ARTIFICIAL INTELLIGENCE ORIENTED NATURAL LANGUAGE PROCESSING TECHNIQUES</title><author>PARIKH, Pulkit Trushantkumar ; 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and a computing server system configured to receive and process the textual information to generate a set of textual entry to correspond to a unique identifier of the job, identify nouns and verbs in the set of textual entry via natural language processing techniques, perform dependency parsing and part-of-speech tagging to associate each identified verb in the set of textual entry with a root noun in order to identify action-object pairs and unpaired actions, determine ergonomic risk root-causes based at least upon the action-object pairs and the unpaired actions in the set of textual entry, and provide ergonomic risk control recommendations to mitigate the ergonomic risk root-causes. coC\ C 4-T 40 Y )N 0 -~ _0 (D 0 O .0~ -%cn(D ( cu~~0 0)_ q D C/ ) 0 a 0X o' _F CU co0-0)( W 70 J 0 -eC-) cn0) ci) co 0Coi) 4- -j-0o 0) Ci) Ci)n C)~ cu=34 0 _ UO)) ux ci) 4-~ 0 0) 'ci 0 C/) C/) a) Uu</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING COMPUTING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ELECTRIC DIGITAL DATA PROCESSING HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS PHYSICS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR |
| title | METHOD AND SYSTEM FOR INDUSTRIAL ERGONOMICS RISK ROOT-CAUSE ANALYSIS AND MANAGEMENT USING ARTIFICIAL INTELLIGENCE ORIENTED NATURAL LANGUAGE PROCESSING TECHNIQUES |
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