{"id":"https://openalex.org/W2964858395","doi":"https://doi.org/10.1145/3330430.3333664","title":"Investigating Learning Design Categorization and Learning Behaviour in Computational MOOCS","display_name":"Investigating Learning Design Categorization and Learning Behaviour in Computational MOOCS","publication_year":2019,"publication_date":"2019-06-24","ids":{"openalex":"https://openalex.org/W2964858395","doi":"https://doi.org/10.1145/3330430.3333664","mag":"2964858395"},"language":"en","primary_location":{"id":"doi:10.1145/3330430.3333664","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3330430.3333664","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale","raw_type":"proceedings-article"},"type":"conference-paper","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/A5057870152","display_name":"Sagar Biswas","orcid":null},"institutions":[{"id":"https://openalex.org/I73779912","display_name":"Manipal University Jaipur","ror":"https://ror.org/040h76494","country_code":null,"type":"education","lineage":["https://openalex.org/I73779912"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sagar Biswas","raw_affiliation_strings":["Department of Computing and Information Technology, Manipal University Jaipur Jaipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Technology, Manipal University Jaipur Jaipur, India","institution_ids":["https://openalex.org/I73779912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012991678","display_name":"Nancy Law","orcid":"https://orcid.org/0000-0003-3044-0528"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Nancy Law","raw_affiliation_strings":["The University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042705542","display_name":"Erik Hemberg","orcid":"https://orcid.org/0000-0002-2153-3506"},"institutions":[{"id":"https://openalex.org/I4210110987","display_name":"IIT@MIT","ror":"https://ror.org/01wp8zh54","country_code":"US","type":"facility","lineage":["https://openalex.org/I30771326","https://openalex.org/I4210110987"]},{"id":"https://openalex.org/I4405258931","display_name":"MIT Computer Science and Artificial Intelligence Laboratory","ror":"https://ror.org/01e85r662","country_code":"US","type":"facility","lineage":["https://openalex.org/I4405258931","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erik Hemberg","raw_affiliation_strings":["MIT CSAIL, Cambridge, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT CSAIL, Cambridge, MA","institution_ids":["https://openalex.org/I4210110987","https://openalex.org/I4405258931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000646181","display_name":"Una-May O\u2019Reilly","orcid":"https://orcid.org/0000-0001-6923-8445"},"institutions":[{"id":"https://openalex.org/I4210110987","display_name":"IIT@MIT","ror":"https://ror.org/01wp8zh54","country_code":"US","type":"facility","lineage":["https://openalex.org/I30771326","https://openalex.org/I4210110987"]},{"id":"https://openalex.org/I4405258931","display_name":"MIT Computer Science and Artificial Intelligence Laboratory","ror":"https://ror.org/01e85r662","country_code":"US","type":"facility","lineage":["https://openalex.org/I4405258931","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Una-May OReilly","raw_affiliation_strings":["MIT CSAIL, Cambridge, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT CSAIL, Cambridge, MA","institution_ids":["https://openalex.org/I4210110987","https://openalex.org/I4405258931"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994000196456909,"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":0.9994000196456909,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9815000295639038,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9343000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.8156940340995789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7436635494232178},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.7291921973228455},{"id":"https://openalex.org/keywords/ask-price","display_name":"Ask price","score":0.4865073561668396},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.45774903893470764},{"id":"https://openalex.org/keywords/learning-design","display_name":"Learning design","score":0.4415615499019623},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4360431730747223},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.42236992716789246},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.40090006589889526},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37775540351867676},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.20575445890426636},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10107314586639404}],"concepts":[{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.8156940340995789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7436635494232178},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7291921973228455},{"id":"https://openalex.org/C90329073","wikidata":"https://www.wikidata.org/wiki/Q914232","display_name":"Ask price","level":2,"score":0.4865073561668396},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.45774903893470764},{"id":"https://openalex.org/C2989099063","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Learning design","level":2,"score":0.4415615499019623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4360431730747223},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.42236992716789246},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40090006589889526},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37775540351867676},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.20575445890426636},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10107314586639404},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3330430.3333664","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3330430.3333664","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1968885855","https://openalex.org/W2148940224","https://openalex.org/W6682162153"],"related_works":["https://openalex.org/W2944985468","https://openalex.org/W2766654814","https://openalex.org/W2762145121","https://openalex.org/W3010935077","https://openalex.org/W2010480425","https://openalex.org/W3111242942","https://openalex.org/W2904219491","https://openalex.org/W2168156812","https://openalex.org/W2986152972","https://openalex.org/W2614313272"],"abstract_inverted_index":{"We":[0,68],"investigate":[1,73],"learner":[2],"efficiency":[3],"by":[4,78],"categorizing":[5],"a":[6,15,55,99,105],"computational":[7],"MOOC":[8,41,81],"and":[9,64,108],"analyzing":[10,79],"user":[11],"behavior":[12,35,77,102],"data":[13],"from":[14,39],"learning":[16,50,76,88,94],"design":[17,22,89],"point":[18],"of":[19,101],"view.":[20],"Learning":[21,34],"is":[23],"important":[24],"both":[25],"when":[26],"designing":[27],"courses":[28],"as":[29,31],"well":[30],"studying":[32],"them.":[33],"can":[36,90],"be":[37,91],"observed":[38],"the":[40,80],"platform":[42,82],"data.":[43,83],"For":[44],"this":[45],"study":[46,85],"we":[47],"ask":[48],"two":[49],"designer":[51],"experts":[52],"to":[53,61,72,93,104],"categorize":[54],"course":[56],"on":[57],"MITx:":[58],"\"6.00.1x":[59],"Introduction":[60],"Computer":[62],"Science":[63],"Programming":[65],"Using":[66],"Python\".":[67],"use":[69],"these":[70],"categorizations":[71],"relationships":[74],"with":[75],"Our":[84],"verifies":[86],"that":[87],"correlated":[92],"behavior,":[95],"e.g.":[96],"students":[97],"exhibit":[98],"pattern":[100],"associated":[103],"component's":[106],"difficulty":[107],"category.":[109]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
