{"id":"https://openalex.org/W2887028794","doi":"https://doi.org/10.1109/icacci.2018.8554810","title":"Mathematical Models as Bioscience Educational Informatics Tools","display_name":"Mathematical Models as Bioscience Educational Informatics Tools","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2887028794","doi":"https://doi.org/10.1109/icacci.2018.8554810","mag":"2887028794"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2018.8554810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2018.8554810","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"},"type":"article","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/A5051579316","display_name":"Dhanush Kumar","orcid":"https://orcid.org/0000-0003-0770-1355"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dhanush Kumar","raw_affiliation_strings":["Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059527094","display_name":"Pratheeksha Subramanyan","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pratheeksha Subramanyan","raw_affiliation_strings":["Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031747247","display_name":"Amitha Prasad","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amitha Prasad","raw_affiliation_strings":["Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059917587","display_name":"Athira Kaimal","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Athira Kaimal","raw_affiliation_strings":["Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020559700","display_name":"Aiswarya Santhosh","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aiswarya Santhosh","raw_affiliation_strings":["Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043020478","display_name":"Bipin G. Nair","orcid":"https://orcid.org/0000-0002-4944-8805"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bipin Nair","raw_affiliation_strings":["Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077599897","display_name":"Krishnashree Achuthan","orcid":"https://orcid.org/0000-0003-2618-0882"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Krishnashree Achuthan","raw_affiliation_strings":["Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066357721","display_name":"Shyam Diwakar","orcid":"https://orcid.org/0000-0003-1546-0184"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shyam Diwakar","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham, Coimbatore, Tamil Nadu, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham, Coimbatore, Tamil Nadu, IN","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.12369199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1552","last_page":"1556"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9532999992370605,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.6683574914932251},{"id":"https://openalex.org/keywords/virtual-lab","display_name":"Virtual lab","score":0.629165530204773},{"id":"https://openalex.org/keywords/virtual-laboratory","display_name":"Virtual Laboratory","score":0.5995522141456604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5281020998954773},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.4431028962135315},{"id":"https://openalex.org/keywords/virtual-learning-environment","display_name":"Virtual learning environment","score":0.423977792263031},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.411000519990921},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.40024471282958984},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.373892605304718},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23469462990760803},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12972956895828247}],"concepts":[{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.6683574914932251},{"id":"https://openalex.org/C2987664944","wikidata":"https://www.wikidata.org/wiki/Q7312158","display_name":"Virtual lab","level":2,"score":0.629165530204773},{"id":"https://openalex.org/C2777609615","wikidata":"https://www.wikidata.org/wiki/Q2527919","display_name":"Virtual Laboratory","level":2,"score":0.5995522141456604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5281020998954773},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.4431028962135315},{"id":"https://openalex.org/C66699896","wikidata":"https://www.wikidata.org/wiki/Q2349394","display_name":"Virtual learning environment","level":2,"score":0.423977792263031},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.411000519990921},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.40024471282958984},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.373892605304718},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23469462990760803},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12972956895828247},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2018.8554810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2018.8554810","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W830547093","https://openalex.org/W1671525676","https://openalex.org/W1705752059","https://openalex.org/W1897836418","https://openalex.org/W1984164413","https://openalex.org/W1998200496","https://openalex.org/W2016540947","https://openalex.org/W2020590830","https://openalex.org/W2032626205","https://openalex.org/W2088610658","https://openalex.org/W2107269380","https://openalex.org/W2119399304","https://openalex.org/W2153286800","https://openalex.org/W2162615739","https://openalex.org/W2178586769","https://openalex.org/W2182695234","https://openalex.org/W2220997357","https://openalex.org/W2295148742","https://openalex.org/W2314447506","https://openalex.org/W2341132397","https://openalex.org/W2745886065","https://openalex.org/W2773373779","https://openalex.org/W2801802573","https://openalex.org/W4235109850","https://openalex.org/W4238524038","https://openalex.org/W4413288418","https://openalex.org/W6637046027","https://openalex.org/W6637505966"],"related_works":["https://openalex.org/W2372485077","https://openalex.org/W2021654422","https://openalex.org/W1997798481","https://openalex.org/W1934364953","https://openalex.org/W2889845777","https://openalex.org/W3082125071","https://openalex.org/W2097684710","https://openalex.org/W4352992071","https://openalex.org/W1967922324","https://openalex.org/W3009088796"],"abstract_inverted_index":{"Organizations":[0],"and":[1,7,23,77,83,104,119],"universities":[2],"have":[3],"started":[4,30],"preparing":[5],"teachers":[6],"students":[8],"to":[9,38,65],"use":[10],"mathematical":[11,50],"models":[12,51,122],"delivered":[13],"through":[14],"technology":[15,37],"for":[16],"improving":[17],"student's":[18,40],"understanding":[19],"of":[20,61,72,86,89,100,121],"concepts,":[21],"pedagogy":[22],"laboratory":[24],"skill":[25],"training.":[26],"Bioscience":[27],"education":[28,80],"has":[29],"involving":[31],"virtual":[32,53,90],"laboratories":[33,54],"as":[34,52],"an":[35],"appropriate":[36],"allow":[39],"reflective":[41],"learning.":[42],"This":[43],"paper":[44,110],"showcases":[45],"recent":[46],"attempts":[47],"in":[48,55,70,75,81,92,115],"using":[49],"enhancing":[56],"biology":[57],"education.":[58,95],"The":[59],"purpose":[60],"this":[62,109],"article":[63],"is":[64],"list":[66],"common":[67],"simulations":[68],"used":[69],"demonstration":[71],"classroom":[73,94],"topics":[74],"undergraduate":[76],"postgraduate":[78],"bioscience":[79],"India":[82],"a":[84],"review":[85],"the":[87],"effectiveness":[88],"labs":[91],"blended":[93],"Based":[96],"on":[97],"our":[98],"experience":[99],"having":[101],"designed,":[102],"developed":[103],"deployed":[105],"360+":[106],"online":[107,127],"experiments,":[108],"also":[111],"reports":[112],"usage-based":[113],"studies":[114],"augmenting":[116],"student":[117],"learning":[118],"choice":[120],"that":[123],"help":[124],"design":[125],"such":[126],"tools.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}