{"id":"https://openalex.org/W7214123737","doi":"https://doi.org/10.1007/978-3-032-20412-7_30","title":"AI-Powered Dashboards for Tracking Learning Behavior in Medical Students","display_name":"AI-Powered Dashboards for Tracking Learning Behavior in Medical Students","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7214123737","doi":"https://doi.org/10.1007/978-3-032-20412-7_30"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-20412-7_30","doi":"https://doi.org/10.1007/978-3-032-20412-7_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-20412-7_30","pdf_url":null,"source":{"id":"https://openalex.org/S4210219266","display_name":"Studies in big data","issn_l":"2197-6503","issn":["2197-6503","2197-6511"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Big Data","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7214122041","display_name":"Leveraging AI and Big Data for Business Innovation"},"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/A5088091213","display_name":"Mahmoud Yousef AlFaress","orcid":"https://orcid.org/0009-0001-8949-024X","observed_orcids":["https://orcid.org/0009-0001-8949-024X"]},"institutions":[{"id":"https://openalex.org/I4210125414","display_name":"Lincoln University College","ror":"https://ror.org/02yd50j87","country_code":"MY","type":"education","lineage":["https://openalex.org/I4210125414"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Mahmoud Yousef AlFaress","raw_affiliation_strings":["Lincoln University College, Petaling Jaya, Selangor Darul Ehsan, Malaysia"],"raw_orcid":"https://orcid.org/0009-0001-8949-024X","affiliations":[{"raw_affiliation_string":"Lincoln University College, Petaling Jaya, Selangor Darul Ehsan, Malaysia","institution_ids":["https://openalex.org/I4210125414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015706725","display_name":"Midhunchakkaravarthy Janarthanan","orcid":"https://orcid.org/0000-0002-0107-885X","observed_orcids":["https://orcid.org/0000-0002-0107-885X"]},"institutions":[{"id":"https://openalex.org/I4210125414","display_name":"Lincoln University College","ror":"https://ror.org/02yd50j87","country_code":"MY","type":"education","lineage":["https://openalex.org/I4210125414"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Midhunchakkaravarthy Janarthanan","raw_affiliation_strings":["Lincoln University College, Petaling Jaya, Selangor Darul Ehsan, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-0107-885X","affiliations":[{"raw_affiliation_string":"Lincoln University College, Petaling Jaya, Selangor Darul Ehsan, Malaysia","institution_ids":["https://openalex.org/I4210125414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072847711","display_name":"Chandra Kumar Dixit","orcid":"https://orcid.org/0000-0001-9022-7046","observed_orcids":["https://orcid.org/0000-0001-9022-7046","https://orcid.org/0000-0002-7949-4650"]},"institutions":[{"id":"https://openalex.org/I3131131421","display_name":"Dr. Shakuntala Misra National Rehabilitation University","ror":"https://ror.org/04kxzy525","country_code":"IN","type":"education","lineage":["https://openalex.org/I3131131421"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chandra Kumar Dixit","raw_affiliation_strings":["Institute of Engineering and Technology, DSMNRU, Lucknow, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Engineering and Technology, DSMNRU, Lucknow, Uttar Pradesh, India","institution_ids":["https://openalex.org/I3131131421"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033730815","display_name":"Omar Al Jadaan","orcid":"https://orcid.org/0000-0003-1504-6442","observed_orcids":["https://orcid.org/0000-0003-1504-6442"]},"institutions":[{"id":"https://openalex.org/I882627180","display_name":"Ras al-Khaimah Medical and Health Sciences University","ror":"https://ror.org/02qrax274","country_code":"AE","type":"education","lineage":["https://openalex.org/I882627180"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Omar Al Jadaan","raw_affiliation_strings":["Ras Al Khaimah Medical and Health Sciences University, Ras Al Khaimah, UAE"],"raw_orcid":"https://orcid.org/0000-0003-1504-6442","affiliations":[{"raw_affiliation_string":"Ras Al Khaimah Medical and Health Sciences University, Ras Al Khaimah, UAE","institution_ids":["https://openalex.org/I882627180"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103051268","display_name":"Satheesh Babu Natarajan","orcid":"https://orcid.org/0000-0002-3392-5371","observed_orcids":["https://orcid.org/0000-0002-3392-5371"]},"institutions":[{"id":"https://openalex.org/I4210125414","display_name":"Lincoln University College","ror":"https://ror.org/02yd50j87","country_code":"MY","type":"education","lineage":["https://openalex.org/I4210125414"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Satheesh Babu","raw_affiliation_strings":["Lincoln University College, Petaling Jaya, Selangor Darul Ehsan, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-3392-5371","affiliations":[{"raw_affiliation_string":"Lincoln University College, Petaling Jaya, Selangor Darul Ehsan, Malaysia","institution_ids":["https://openalex.org/I4210125414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052263686","display_name":"Shashi Kant Gupta","orcid":"https://orcid.org/0000-0001-6587-5607","observed_orcids":["https://orcid.org/0000-0001-6587-5607","https://orcid.org/0000-0001-6148-2152"]},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shashi Kant Gupta","raw_affiliation_strings":["Chitkara University Institute of Engineering and Technology, Rajpura, Punjab, India"],"raw_orcid":"https://orcid.org/0000-0001-6587-5607","affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Rajpura, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088091213"],"corresponding_institution_ids":["https://openalex.org/I4210125414"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79868297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"325","last_page":"336"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9404000043869019,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9404000043869019,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10254","display_name":"Innovations in Medical Education","score":0.03669999912381172,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T11122","display_name":"Online Learning and Analytics","score":0.013500000350177288,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/medical-education","display_name":"medical education","score":0.7630000114440918},{"id":"https://openalex.org/keywords/responsible-ai","display_name":"responsible AI","score":0.6230000257492065},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.7059999704360962},{"id":"https://openalex.org/keywords/algorithmic-bias","display_name":"algorithmic bias","score":0.9990000128746033},{"id":"https://openalex.org/keywords/data-sovereignty","display_name":"data sovereignty","score":0.9890000224113464},{"id":"https://openalex.org/keywords/medical-professionalism","display_name":"medical professionalism","score":0.9779999852180481},{"id":"https://openalex.org/keywords/accreditation","display_name":"accreditation","score":0.4050000011920929},{"id":"https://openalex.org/keywords/institutional-governance","display_name":"institutional governance","score":0.8169999718666077},{"id":"https://openalex.org/keywords/interoperability","display_name":"interoperability","score":0.8389999866485596},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"personalized learning","score":0.7300000190734863},{"id":"https://openalex.org/keywords/interprofessional-education","display_name":"interprofessional education","score":0.8149999976158142},{"id":"https://openalex.org/keywords/immersive-technologies","display_name":"immersive technologies","score":0.6579999923706055}],"concepts":[{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.6541000008583069},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.609499990940094},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5511999726295471},{"id":"https://openalex.org/C78780964","wikidata":"https://www.wikidata.org/wiki/Q7233193","display_name":"Position paper","level":2,"score":0.5056999921798706},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.426800012588501},{"id":"https://openalex.org/C38775462","wikidata":"https://www.wikidata.org/wiki/Q1569376","display_name":"Transformational leadership","level":2,"score":0.4140999913215637},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40950000286102295},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.374099999666214},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.32339999079704285},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.30320000648498535},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.29670000076293945},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2897000014781952},{"id":"https://openalex.org/C2986663376","wikidata":"https://www.wikidata.org/wiki/Q9465","display_name":"Ethical issues","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.2590000033378601},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.2547000050544739},{"id":"https://openalex.org/C113616995","wikidata":"https://www.wikidata.org/wiki/Q13378080","display_name":"Nurse education","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-20412-7_30","doi":"https://doi.org/10.1007/978-3-032-20412-7_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-20412-7_30","pdf_url":null,"source":{"id":"https://openalex.org/S4210219266","display_name":"Studies in big data","issn_l":"2197-6503","issn":["2197-6503","2197-6511"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Big Data","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.9235000014305115,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1898103075","https://openalex.org/W1994211543","https://openalex.org/W2041667593","https://openalex.org/W2141361828","https://openalex.org/W2157641530","https://openalex.org/W2904980464","https://openalex.org/W2908201961","https://openalex.org/W2981869278","https://openalex.org/W3017131514","https://openalex.org/W3155263273","https://openalex.org/W4385670431"],"related_works":["https://openalex.org/W7116707671","https://openalex.org/W4407922752","https://openalex.org/W4387602412","https://openalex.org/W4408804729","https://openalex.org/W4282916733","https://openalex.org/W3197931242","https://openalex.org/W4401167051","https://openalex.org/W7160861437","https://openalex.org/W4379793093","https://openalex.org/W7126071480"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2026-09-24T00:00:00"}