{"id":"https://openalex.org/W3191293071","doi":"https://doi.org/10.1109/icalt52272.2021.00099","title":"Unraveling Learner Interaction Strategies in VeriSIM for Software Design Diagrams","display_name":"Unraveling Learner Interaction Strategies in VeriSIM for Software Design Diagrams","publication_year":2021,"publication_date":"2021-07-01","ids":{"openalex":"https://openalex.org/W3191293071","doi":"https://doi.org/10.1109/icalt52272.2021.00099","mag":"3191293071"},"language":"en","primary_location":{"id":"doi:10.1109/icalt52272.2021.00099","doi":"https://doi.org/10.1109/icalt52272.2021.00099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icalt52272.2021.00099","pdf_url":null,"source":{"id":"https://openalex.org/S4363608377","display_name":"IEEE International Conference on Advanced Learning Technologies (ICALT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Advanced Learning Technologies (ICALT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5053930453","display_name":"Spruha Satavlekar","orcid":"https://orcid.org/0000-0001-8448-5815","observed_orcids":["https://orcid.org/0000-0001-8448-5815"]},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Spruha Satavlekar","raw_affiliation_strings":["IIT Bombay,Department of Educational Technology,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Bombay,Department of Educational Technology,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103267038","display_name":"Debarshi Nath","orcid":"https://orcid.org/0000-0003-0796-7444","observed_orcids":["https://orcid.org/0000-0003-0796-7444"]},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debarshi Nath","raw_affiliation_strings":["IIT Bombay,Department of Educational Technology,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Bombay,Department of Educational Technology,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006680810","display_name":"Rajashri Priyadarshini","orcid":"https://orcid.org/0009-0000-5434-5512","observed_orcids":["https://orcid.org/0009-0000-5434-5512"]},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajashri Priyadarshini","raw_affiliation_strings":["IIT Bombay,Department of Educational Technology,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Bombay,Department of Educational Technology,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064565348","display_name":"Prajish Prasad","orcid":"https://orcid.org/0000-0001-7986-6277","observed_orcids":["https://orcid.org/0000-0001-7986-6277"]},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prajish Prasad","raw_affiliation_strings":["IIT Bombay,Department of Educational Technology,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Bombay,Department of Educational Technology,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056187386","display_name":"Daevesh Singh","orcid":"https://orcid.org/0000-0001-6610-3887","observed_orcids":["https://orcid.org/0000-0001-6610-3887"]},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Daevesh Kumar Singh","raw_affiliation_strings":["IIT Bombay,Department of Educational Technology,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Bombay,Department of Educational Technology,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022686050","display_name":"Ramkumar Rajendran","orcid":"https://orcid.org/0000-0002-0411-1782","observed_orcids":["https://orcid.org/0000-0002-0411-1782"]},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ramkumar Rajendran","raw_affiliation_strings":["IIT Bombay,Department of Educational Technology,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Bombay,Department of Educational Technology,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162827531"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09645617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"308","last_page":"310"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.8925999999046326,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.8925999999046326,"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"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.09960000216960907,"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"}},{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.003000000026077032,"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/learning-analytics","display_name":"learning analytics","score":0.574999988079071},{"id":"https://openalex.org/keywords/tele","display_name":"tele","score":0.4059999883174896},{"id":"https://openalex.org/keywords/instructional-scaffolding","display_name":"instructional scaffolding","score":0.43700000643730164}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7625425457954407},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.48012447357177734},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.41060325503349304},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3494061231613159},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3265257775783539}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icalt52272.2021.00099","doi":"https://doi.org/10.1109/icalt52272.2021.00099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icalt52272.2021.00099","pdf_url":null,"source":{"id":"https://openalex.org/S4363608377","display_name":"IEEE International Conference on Advanced Learning Technologies (ICALT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Advanced Learning Technologies (ICALT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9235000014305115,"id":"https://metadata.un.org/sdg/4","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/W1568247809","https://openalex.org/W1595137536","https://openalex.org/W2022337613","https://openalex.org/W2022628613","https://openalex.org/W2022782011","https://openalex.org/W2044490101","https://openalex.org/W2046964275","https://openalex.org/W2138786107","https://openalex.org/W2752444842","https://openalex.org/W2911187259","https://openalex.org/W3108184713"],"related_works":["https://openalex.org/W3108184713","https://openalex.org/W3189207832","https://openalex.org/W2564357231","https://openalex.org/W2525925437","https://openalex.org/W2159142836","https://openalex.org/W155049952","https://openalex.org/W2280291775","https://openalex.org/W3089402780","https://openalex.org/W2090774719","https://openalex.org/W1526253824"],"abstract_inverted_index":{"In":[0],"the":[1,13,48,70,81,89,95,108,121],"past,":[2],"unraveling":[3],"learner":[4,33,109],"interaction":[5,34,110],"data":[6,25],"in":[7,19,23,35,47,83,88],"TELE":[8],"was":[9,105],"a":[10,37,74],"challenge.":[11],"However,":[12],"advent":[14],"of":[15],"LA":[16],"has":[17],"helped":[18],"uncovering":[20],"latent":[21],"information":[22],"log":[24],"to":[26,39,52],"scaffold":[27],"learning.":[28],"This":[29],"paper":[30],"focuses":[31],"on":[32],"VeriSIM,":[36],"TELE,":[38],"teach":[40],"software":[41],"design":[42],"diagrams.":[43],"The":[44],"learners\u2019":[45],"performance":[46],"system":[49],"is":[50],"used":[51,97],"categorize":[53],"them":[54],"into":[55],"three":[56],"groups,":[57],"namely,":[58],"\"full":[59],"scorers\",":[60,62],"\"partial":[61],"and":[63,100,103],"\"give":[64],"uppers\".":[65],"Our":[66],"analysis":[67,93],"found":[68],"that":[69,107],"full":[71],"scorers":[72],"spend":[73],"significantly":[75],"higher":[76],"duration":[77],"per":[78],"action":[79],"than":[80],"give-uppers":[82],"an":[84],"introductory":[85],"challenge":[86],"presented":[87],"learning":[90],"environment.":[91],"Further":[92],"unravels":[94],"strategies":[96,111],"by":[98],"consistent":[99],"inconsistent":[101],"learners,":[102],"it":[104],"observed":[106],"evolve":[112],"with":[113],"increasing":[114],"difficulty":[115],"levels":[116],"as":[117],"they":[118],"navigate":[119],"through":[120],"challenges.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2021-08-16T00:00:00"}
