{"id":"https://openalex.org/W7127048366","doi":"https://doi.org/10.1007/978-3-031-98791-5_50","title":"AI and Big Data Analytics for Management of Nutraceuticals","display_name":"AI and Big Data Analytics for Management of Nutraceuticals","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7127048366","doi":"https://doi.org/10.1007/978-3-031-98791-5_50"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-98791-5_50","doi":"https://doi.org/10.1007/978-3-031-98791-5_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-98791-5_50","pdf_url":null,"source":{"id":"https://openalex.org/S4306463937","display_name":"Springer eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Nutraceuticals","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7127038145","display_name":"Handbook of Nutraceuticals"},"type":"book-chapter","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/A5000315904","display_name":"Rania I.M. Almoselhy","orcid":"https://orcid.org/0000-0001-6314-6144","observed_orcids":["https://orcid.org/0000-0001-6314-6144"]},"institutions":[{"id":"https://openalex.org/I4210165448","display_name":"Agricultural Research Center","ror":"https://ror.org/05hcacp57","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210165448"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Rania I. M. Almoselhy","raw_affiliation_strings":["Oils and Fats Research Department, Food Technology Research Institute, Agricultural Research Center, Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oils and Fats Research Department, Food Technology Research Institute, Agricultural Research Center, Giza, Egypt","institution_ids":["https://openalex.org/I4210165448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010093817","display_name":"Afreen Usmani","orcid":"https://orcid.org/0000-0003-1798-5072","observed_orcids":["https://orcid.org/0000-0003-1798-5072"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Afreen Usmani","raw_affiliation_strings":["Department of Pharmacology, MESCO Institute of Pharmacy, Amroha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmacology, MESCO Institute of Pharmacy, Amroha, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138250673","display_name":"Rajakumari Rajendran","orcid":"https://orcid.org/0000-0002-8334-484X","observed_orcids":["https://orcid.org/0000-0002-8334-484X"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Rajakumari Rajendran","raw_affiliation_strings":["Department of Pharmaceutics,, Oxford College of Pharmacy, Bengaluru, Karnataka, India","The Oxford College of Pharmacy, Bengaluru, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmaceutics,, Oxford College of Pharmacy, Bengaluru, Karnataka, India","institution_ids":[]},{"raw_affiliation_string":"The Oxford College of Pharmacy, Bengaluru, Karnataka, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053079398","display_name":"Sabu Thomas","orcid":"https://orcid.org/0000-0001-5002-4084","observed_orcids":["https://orcid.org/0000-0001-5002-4084","https://orcid.org/0000-0003-4726-5746"]},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]},{"id":"https://openalex.org/I177436651","display_name":"Mahatma Gandhi University","ror":"https://ror.org/00h4spn88","country_code":"IN","type":"education","lineage":["https://openalex.org/I177436651"]},{"id":"https://openalex.org/I48018076","display_name":"Christ University","ror":"https://ror.org/022tv9y30","country_code":"IN","type":"education","lineage":["https://openalex.org/I48018076"]}],"countries":["IN","TH"],"is_corresponding":false,"raw_author_name":"Sabu Thomas","raw_affiliation_strings":["Center of Excellence in Polymeric Materials for Medical Practice Devices, Department of Chemical Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand","Department of Physics and Electronics, Christ University, Bangalore, India","Mahatma Gandhi University, Kottayam, Kerala, India","School of Nanoscience and Nanotechnology, Mahatma Gandhi University, Kottayam, Kerala, India","TrEST Research Park, Trivandrum, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Excellence in Polymeric Materials for Medical Practice Devices, Department of Chemical Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Department of Physics and Electronics, Christ University, Bangalore, India","institution_ids":["https://openalex.org/I48018076"]},{"raw_affiliation_string":"Mahatma Gandhi University, Kottayam, Kerala, India","institution_ids":["https://openalex.org/I177436651"]},{"raw_affiliation_string":"School of Nanoscience and Nanotechnology, Mahatma Gandhi University, Kottayam, Kerala, India","institution_ids":["https://openalex.org/I177436651"]},{"raw_affiliation_string":"TrEST Research Park, Trivandrum, Kerala, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000315904","https://openalex.org/A5010093817","https://openalex.org/A5138250673"],"corresponding_institution_ids":["https://openalex.org/I4210165448"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08249497,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1177","last_page":"1193"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13479","display_name":"Food Science and Nutritional Studies","score":0.22859999537467957,"subfield":{"id":"https://openalex.org/subfields/2916","display_name":"Nutrition and Dietetics"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13479","display_name":"Food Science and Nutritional Studies","score":0.22859999537467957,"subfield":{"id":"https://openalex.org/subfields/2916","display_name":"Nutrition and Dietetics"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.09080000221729279,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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":0.08709999918937683,"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/artificial-intelligence","display_name":"artificial intelligence","score":0.8289999961853027},{"id":"https://openalex.org/keywords/big-data-analytics","display_name":"big data analytics","score":1.0},{"id":"https://openalex.org/keywords/nutraceuticals","display_name":"nutraceuticals","score":0.878000020980835},{"id":"https://openalex.org/keywords/predictive-modeling","display_name":"predictive modeling","score":0.675000011920929},{"id":"https://openalex.org/keywords/computer-vision","display_name":"computer vision","score":0.9739999771118164},{"id":"https://openalex.org/keywords/personalized-nutrition","display_name":"personalized nutrition","score":0.9879999756813049},{"id":"https://openalex.org/keywords/functional-foods","display_name":"functional foods","score":0.8259999752044678},{"id":"https://openalex.org/keywords/plant-extracts","display_name":"plant extracts","score":0.843999981880188},{"id":"https://openalex.org/keywords/regulatory-compliance","display_name":"regulatory compliance","score":0.6259999871253967},{"id":"https://openalex.org/keywords/market-trend-prediction","display_name":"market trend forecasting","score":0.75},{"id":"https://openalex.org/keywords/customer-segmentation","display_name":"customer segmentation","score":0.968999981880188},{"id":"https://openalex.org/keywords/supply-chain-monitoring","display_name":"supply chain monitoring","score":0.9779999852180481},{"id":"https://openalex.org/keywords/blockchain-transparency","display_name":"blockchain transparency","score":0.824999988079071},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.9010000228881836},{"id":"https://openalex.org/keywords/ai-ethics","display_name":"AI ethics","score":0.4749999940395355}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8827999830245972},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6725000143051147},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6176000237464905},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5601999759674072},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5278000235557556},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.5231000185012817},{"id":"https://openalex.org/C17857428","wikidata":"https://www.wikidata.org/wiki/Q533025","display_name":"Nutraceutical","level":2,"score":0.42800000309944153},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4025999903678894},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.39910000562667847},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.35370001196861267},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.3424000144004822},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.3346000015735626},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32679998874664307},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.295199990272522},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.2728999853134155},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.26589998602867126},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.25540000200271606},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-98791-5_50","doi":"https://doi.org/10.1007/978-3-031-98791-5_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-98791-5_50","pdf_url":null,"source":{"id":"https://openalex.org/S4306463937","display_name":"Springer eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Nutraceuticals","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5666999816894531,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"},{"score":0.46810001134872437,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[{"score":0.44300854206085205,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1997467549","https://openalex.org/W2050335698","https://openalex.org/W2120751691","https://openalex.org/W2487200295","https://openalex.org/W2951635356","https://openalex.org/W3037036412","https://openalex.org/W3152804902","https://openalex.org/W4226517250","https://openalex.org/W4312000342","https://openalex.org/W4382335225","https://openalex.org/W4383906686","https://openalex.org/W4389306432","https://openalex.org/W4391071573","https://openalex.org/W4399434792","https://openalex.org/W4400875444","https://openalex.org/W4402040084","https://openalex.org/W4402458024","https://openalex.org/W4402564686","https://openalex.org/W4402808836","https://openalex.org/W4404110770","https://openalex.org/W4404110879","https://openalex.org/W4405949698","https://openalex.org/W4406125273","https://openalex.org/W4406246892","https://openalex.org/W4407295321","https://openalex.org/W4407593012","https://openalex.org/W4408391634","https://openalex.org/W4408677857","https://openalex.org/W4409361723","https://openalex.org/W4409725688","https://openalex.org/W4411176125","https://openalex.org/W4413196148","https://openalex.org/W4414349606"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-13T10:08:12.033832","created_date":"2026-02-03T00:00:00"}