{"id":"https://openalex.org/W4392389780","doi":"https://doi.org/10.4018/979-8-3693-3593-2.ch016","title":"Utilizing Machine Learning in Legal Management to Enhance Supply Chain","display_name":"Utilizing Machine Learning in Legal Management to Enhance Supply Chain","publication_year":2024,"publication_date":"2024-03-01","ids":{"openalex":"https://openalex.org/W4392389780","doi":"https://doi.org/10.4018/979-8-3693-3593-2.ch016"},"language":"en","primary_location":{"id":"doi:10.4018/979-8-3693-3593-2.ch016","doi":"https://doi.org/10.4018/979-8-3693-3593-2.ch016","is_oa":false,"landing_page_url":"http://dx.doi.org/10.4018/979-8-3693-3593-2.ch016","pdf_url":null,"source":{"id":"https://openalex.org/S4210223929","display_name":"Advances in logistics, operations, and management science book series","issn_l":"2327-350X","issn":["2327-350X","2327-3518"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319847","host_organization_name":"Routledge","host_organization_lineage":["https://openalex.org/P4310319847","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Routledge","Taylor & Francis"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Logistics, Operations, and Management Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4392389733","display_name":"Utilization of AI Technology in Supply Chain Management"},"type":"book-chapter","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055726807","display_name":"Binay Kumar Pandey","orcid":"https://orcid.org/0000-0002-4041-1213","observed_orcids":["https://orcid.org/0000-0002-4041-1213"]},"institutions":[{"id":"https://openalex.org/I252758333","display_name":"Govind Ballabh Pant University of Agriculture and Technology","ror":"https://ror.org/02msjvh03","country_code":"IN","type":"education","lineage":["https://openalex.org/I252758333"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Binay Kumar Pandey","raw_affiliation_strings":["College of Technology, Govind Ballabh Pant University of Agriculture and Technology, Pantnagar, India"],"raw_orcid":"https://orcid.org/0000-0002-4041-1213","affiliations":[{"raw_affiliation_string":"College of Technology, Govind Ballabh Pant University of Agriculture and Technology, Pantnagar, India","institution_ids":["https://openalex.org/I252758333"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102625806","display_name":"Asif Iqubal Shah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4400573289","display_name":"St. Xavier's University Kolkata","ror":"https://ror.org/008kngs41","country_code":"IN","type":"education","lineage":["https://openalex.org/I4400573289"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Asif Iqubal Shah","raw_affiliation_strings":["St. Xavier's University, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"St. Xavier's University, Kolkata, India","institution_ids":["https://openalex.org/I4400573289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027182690","display_name":"Rajdip Bhadra Chaudhuri","orcid":"https://orcid.org/0000-0001-9631-9654","observed_orcids":["https://orcid.org/0000-0001-9631-9654"]},"institutions":[{"id":"https://openalex.org/I4400573289","display_name":"St. Xavier's University Kolkata","ror":"https://ror.org/008kngs41","country_code":"IN","type":"education","lineage":["https://openalex.org/I4400573289"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajdip Bhadra Chaudhuri","raw_affiliation_strings":["Xavier Law School, St. Xavier's University, Kolkata, India"],"raw_orcid":"https://orcid.org/0000-0001-9631-9654","affiliations":[{"raw_affiliation_string":"Xavier Law School, St. Xavier's University, Kolkata, India","institution_ids":["https://openalex.org/I4400573289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026191243","display_name":"Pankaj Dadheech","orcid":"https://orcid.org/0000-0001-5783-1989","observed_orcids":["https://orcid.org/0000-0001-5783-1989"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pankaj Dadheech","raw_affiliation_strings":["Swami Keshvanand Institute of Technology, Management, and Gramothan, India"],"raw_orcid":"https://orcid.org/0000-0001-5783-1989","affiliations":[{"raw_affiliation_string":"Swami Keshvanand Institute of Technology, Management, and Gramothan, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040632072","display_name":"Blessy Thankachan","orcid":"https://orcid.org/0000-0003-3752-2075","observed_orcids":["https://orcid.org/0000-0003-3752-2075"]},"institutions":[{"id":"https://openalex.org/I3131927718","display_name":"JECRC University","ror":"https://ror.org/04hjsag95","country_code":"IN","type":"education","lineage":["https://openalex.org/I3131927718"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Blessy Thankachan","raw_affiliation_strings":["School of Computer Applications, JECRC University, Jaipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Applications, JECRC University, Jaipur, India","institution_ids":["https://openalex.org/I3131927718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049362742","display_name":"Dharmesh Dhabliya","orcid":"https://orcid.org/0000-0002-6340-2993","observed_orcids":["https://orcid.org/0000-0002-6340-2993"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dharmesh Dhabliya","raw_affiliation_strings":["Department of Information Technology, Vishwakarma Institute of Information Technology, India"],"raw_orcid":"https://orcid.org/0000-0002-6340-2993","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Vishwakarma Institute of Information Technology, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020608299","display_name":"A. Shaji George","orcid":"https://orcid.org/0000-0002-8677-3682","observed_orcids":["https://orcid.org/0000-0002-8677-3682"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A. Shaji George","raw_affiliation_strings":["Almarai Company, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-8677-3682","affiliations":[{"raw_affiliation_string":"Almarai Company, Saudi Arabia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"240","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.008200000040233135,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13904","display_name":"Artificial Intelligence Applications","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.8330000042915344},{"id":"https://openalex.org/keywords/legal-management","display_name":"legal management","score":0.9950000047683716},{"id":"https://openalex.org/keywords/supply-chain-governance","display_name":"supply chain governance","score":0.9710000157356262},{"id":"https://openalex.org/keywords/legal-technology","display_name":"legal technology","score":0.7350000143051147},{"id":"https://openalex.org/keywords/legal-research-automation","display_name":"legal research automation","score":0.6330000162124634},{"id":"https://openalex.org/keywords/document-analysis","display_name":"document analysis","score":0.9549999833106995},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"predictive analytics","score":0.9769999980926514},{"id":"https://openalex.org/keywords/compliance","display_name":"compliance","score":0.7329999804496765},{"id":"https://openalex.org/keywords/risk-management","display_name":"risk management","score":0.9559999704360962},{"id":"https://openalex.org/keywords/blockchain","display_name":"blockchain","score":0.5690000057220459},{"id":"https://openalex.org/keywords/cybersecurity","display_name":"cybersecurity","score":0.7990000247955322}],"concepts":[{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.7026892900466919},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6720942258834839},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6388592720031738},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.5779693126678467},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.5160850882530212},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.48624956607818604},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.43709972500801086},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.43650639057159424},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.42571669816970825},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.4226863980293274},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3449380397796631},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.26257193088531494},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.1458258032798767},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.13581237196922302},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12835323810577393},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.11143293976783752},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.10479065775871277}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/979-8-3693-3593-2.ch016","doi":"https://doi.org/10.4018/979-8-3693-3593-2.ch016","is_oa":false,"landing_page_url":"http://dx.doi.org/10.4018/979-8-3693-3593-2.ch016","pdf_url":null,"source":{"id":"https://openalex.org/S4210223929","display_name":"Advances in logistics, operations, and management science book series","issn_l":"2327-350X","issn":["2327-350X","2327-3518"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319847","host_organization_name":"Routledge","host_organization_lineage":["https://openalex.org/P4310319847","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Routledge","Taylor & Francis"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Logistics, Operations, and Management Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, justice, and strong institutions","score":0.6601999998092651}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2167747049","https://openalex.org/W2334540446","https://openalex.org/W2738122318","https://openalex.org/W2772486733","https://openalex.org/W2898069736","https://openalex.org/W2909280644","https://openalex.org/W2931810449","https://openalex.org/W2948823049","https://openalex.org/W2956919429","https://openalex.org/W2957844411","https://openalex.org/W2997460807","https://openalex.org/W3000356754","https://openalex.org/W3114141390","https://openalex.org/W3128321370","https://openalex.org/W3159980627","https://openalex.org/W3164944650","https://openalex.org/W3166987036","https://openalex.org/W3206390480","https://openalex.org/W3208000291","https://openalex.org/W4205612414","https://openalex.org/W4206622360","https://openalex.org/W4206898543","https://openalex.org/W4206903137","https://openalex.org/W4210934391","https://openalex.org/W4285187930","https://openalex.org/W4286770771","https://openalex.org/W4298140787","https://openalex.org/W4313296012","https://openalex.org/W4362680661","https://openalex.org/W4372049122","https://openalex.org/W4377261607","https://openalex.org/W4379034252","https://openalex.org/W4385584838","https://openalex.org/W4385584890","https://openalex.org/W4385584909","https://openalex.org/W4387806450","https://openalex.org/W4389308367","https://openalex.org/W4390105961","https://openalex.org/W4390334962","https://openalex.org/W4390780641"],"related_works":["https://openalex.org/W4391312805","https://openalex.org/W4407044204","https://openalex.org/W7119480987","https://openalex.org/W7083000168","https://openalex.org/W6946243598","https://openalex.org/W4391877614","https://openalex.org/W4385813665","https://openalex.org/W3209899001","https://openalex.org/W4388481178","https://openalex.org/W7116966837"],"abstract_inverted_index":{"Innovative":[0],"legal":[1,11,38,72,86],"and":[2,13,20,33,47,59,78,87,89,95],"supply":[3,15,21,27],"chain":[4,16,28,55],"complexity":[5],"solutions":[6],"include":[7],"machine":[8,41,52,82],"learning":[9,63,83],"in":[10,71],"management":[12,91],"intelligent":[14],"governance.":[17],"Complex":[18,36],"laws":[19],"chains":[22],"necessitate":[23],"data-driven":[24],"initiatives.":[25],"Effective":[26],"governance":[29,56],"needs":[30],"transparency,":[31],"accountability,":[32],"risk":[34,60],"management.":[35,61],"data-rich":[37],"administration":[39],"requires":[40,57,92],"learning.":[42,53],"Legal":[43],"research,":[44],"document":[45],"analysis,":[46],"predictive":[48],"analytics":[49],"benefit":[50],"from":[51,75],"Supply":[54],"compliance":[58],"Machine":[62],"principles":[64],"demonstrate":[65],"lawyers":[66],"can":[67],"switch":[68],"careers.":[69],"Innovation":[70],"tech":[73],"comes":[74],"AI,":[76],"blockchain,":[77],"cybersecurity.":[79],"This":[80],"novel":[81],"strategy":[84],"for":[85],"change":[88],"training":[90],"careful":[93],"planning":[94],"implementation.":[96]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-03-05T00:00:00"}
