{"id":"https://openalex.org/W2547090059","doi":"https://doi.org/10.1109/icacci.2016.7732187","title":"Learning curve analysis for virtual laboratory experimentation","display_name":"Learning curve analysis for virtual laboratory experimentation","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2547090059","doi":"https://doi.org/10.1109/icacci.2016.7732187","mag":"2547090059"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2016.7732187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2016.7732187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 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/A5079155825","display_name":"Saneesh P. Francis","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":"Saneesh P. Francis","raw_affiliation_strings":["VALUE Virtual Labs, Amrita Vishwa Vidyapeetham University, Amritapuri, Kollam, Kerala - 690525","VALUE Virtual Labs, Amrita Vishwa Vidyapeetham University, Amritapuri, Kallam, Kerala"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VALUE Virtual Labs, Amrita Vishwa Vidyapeetham University, Amritapuri, Kollam, Kerala - 690525","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"VALUE Virtual Labs, Amrita Vishwa Vidyapeetham University, Amritapuri, Kallam, Kerala","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086649169","display_name":"Vysakh Kani Kolil","orcid":"https://orcid.org/0000-0003-2035-3439"},"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":"Vysakh Kanikkolil","raw_affiliation_strings":["VALUE Virtual Labs, Amrita Vishwa Vidyapeetham University, Amritapuri, Kollam, Kerala - 690525","VALUE Virtual Labs, Amrita Vishwa Vidyapeetham University, Amritapuri, Kallam, Kerala"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VALUE Virtual Labs, Amrita Vishwa Vidyapeetham University, Amritapuri, Kollam, Kerala - 690525","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"VALUE Virtual Labs, Amrita Vishwa Vidyapeetham University, Amritapuri, Kallam, Kerala","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","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":["VALUE Virtual Labs, Amrita Vishwa Vidyapeetham University, Amritapuri, Kollam, Kerala - 690525","Amrita Center for Cybersecurity Systems and Networks, Amrita Vishwa Vidyapeetham University, Amritapuri, Kallam, Kerala"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VALUE Virtual Labs, Amrita Vishwa Vidyapeetham University, Amritapuri, Kollam, Kerala - 690525","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Amrita Center for Cybersecurity Systems and Networks, Amrita Vishwa Vidyapeetham University, Amritapuri, Kallam, Kerala","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":0.9822,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.81859054,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1073","last_page":"1078"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9954000115394592,"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":0.9954000115394592,"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/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/grasp","display_name":"GRASP","score":0.8484421968460083},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6335198879241943},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.618497371673584},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4170495867729187},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4100727438926697},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36780720949172974},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19816431403160095},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.0957309901714325}],"concepts":[{"id":"https://openalex.org/C171268870","wikidata":"https://www.wikidata.org/wiki/Q1486676","display_name":"GRASP","level":2,"score":0.8484421968460083},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6335198879241943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.618497371673584},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4170495867729187},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4100727438926697},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36780720949172974},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19816431403160095},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0957309901714325},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2016.7732187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2016.7732187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311327","display_name":"Amrita Vishwa Vidyapeetham University","ror":"https://ror.org/03am10p12"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W39038520","https://openalex.org/W123256991","https://openalex.org/W199624646","https://openalex.org/W606086772","https://openalex.org/W640128470","https://openalex.org/W1526035752","https://openalex.org/W1564836390","https://openalex.org/W1671525676","https://openalex.org/W1860021985","https://openalex.org/W1967182568","https://openalex.org/W1979553982","https://openalex.org/W1991082029","https://openalex.org/W2004528414","https://openalex.org/W2057843198","https://openalex.org/W2069729998","https://openalex.org/W2094190766","https://openalex.org/W2115660148","https://openalex.org/W2119442492","https://openalex.org/W2130409172","https://openalex.org/W2158948084","https://openalex.org/W2612523072","https://openalex.org/W2970200463","https://openalex.org/W4300528504","https://openalex.org/W6601584249","https://openalex.org/W6618523170","https://openalex.org/W6620761598","https://openalex.org/W6637046027","https://openalex.org/W6639115991","https://openalex.org/W6679488643","https://openalex.org/W6737647875"],"related_works":["https://openalex.org/W2163296013","https://openalex.org/W2743859443","https://openalex.org/W2326995835","https://openalex.org/W165915117","https://openalex.org/W2059402478","https://openalex.org/W2123347777","https://openalex.org/W4387804363","https://openalex.org/W2019547100","https://openalex.org/W2477150073","https://openalex.org/W2515493494"],"abstract_inverted_index":{"Learning":[0,21],"is":[1,49],"a":[2,95],"life":[3],"long":[4],"process":[5,22,30],"and":[6,16,29,111],"the":[7,12,19,24,31,37,55,64,75,90,117,126,130,138],"understanding":[8],"gained":[9],"depends":[10],"on":[11],"extent":[13,91],"of":[14,44,54,66,68,92],"practice":[15],"effort":[17],"from":[18],"learner.":[20,56],"involves":[23],"cognitive":[25],"ability":[26],"to":[27,35,46,51,59,71,87,101,136],"grasp":[28],"information":[32],"in":[33,116,125],"order":[34],"utilize":[36],"knowledge":[38],"effectively.":[39],"In":[40,80],"science":[41],"education,":[42],"use":[43],"laboratories":[45,70],"supplement":[47],"learning":[48,76,83,93],"integral":[50],"overall":[52],"development":[53],"However,":[57],"due":[58],"numerous":[60],"challenges":[61],"such":[62],"as":[63],"lack":[65],"effectiveness":[67],"practical":[69],"impart":[72],"conceptual":[73],"knowledge,":[74],"goals":[77],"are":[78,85],"compromised.":[79],"this":[81],"work,":[82],"curves":[84],"modeled":[86],"quantitatively":[88],"assess":[89],"using":[94],"technology":[96],"rich":[97],"Virtual":[98],"Laboratory":[99],"platform":[100],"teach":[102],"laboratory":[103],"experimentation.":[104],"Two":[105],"specific":[106],"skills":[107,110,113],"i.e.":[108],"thinking":[109],"design":[112],"were":[114,121],"characterized":[115],"assessments.":[118],"Significant":[119],"improvements":[120],"observed":[122],"not":[123],"only":[124],"scores":[127],"but":[128],"also":[129],"response":[131],"speed":[132],"demonstrated":[133],"by":[134],"students":[135],"complete":[137],"assessment.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}