{"id":"https://openalex.org/W4392905497","doi":"https://doi.org/10.1109/acit58888.2023.10453910","title":"The Impact of Recommendation System Provided Based on Online Learning Readiness in the MOOC Environment","display_name":"The Impact of Recommendation System Provided Based on Online Learning Readiness in the MOOC Environment","publication_year":2023,"publication_date":"2023-12-06","ids":{"openalex":"https://openalex.org/W4392905497","doi":"https://doi.org/10.1109/acit58888.2023.10453910"},"language":"en","primary_location":{"id":"doi:10.1109/acit58888.2023.10453910","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/acit58888.2023.10453910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 24th International Arab Conference on Information Technology (ACIT)","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/A5026712882","display_name":"Dina Fitria Murad","orcid":"https://orcid.org/0000-0001-8724-9105"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Dina Fitria Murad","raw_affiliation_strings":["Bina Nusantara University,Information Systems Department Binus Online Learning,Jakarta,Indonesia","Information Systems Department Binus Online Learning, Bina Nusantara University, Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Bina Nusantara University,Information Systems Department Binus Online Learning,Jakarta,Indonesia","institution_ids":["https://openalex.org/I166073570"]},{"raw_affiliation_string":"Information Systems Department Binus Online Learning, Bina Nusantara University, Jakarta, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109604994","display_name":"Mohamad Toha","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132268","display_name":"Indonesia Open University","ror":null,"country_code":"ID","type":null,"lineage":["https://openalex.org/I4210132268"]},{"id":"https://openalex.org/I193621155","display_name":"Indonesia Open University","ror":"https://ror.org/03zwesg40","country_code":"ID","type":"education","lineage":["https://openalex.org/I193621155"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Mohamad Toha","raw_affiliation_strings":["Universitas Terbuka,Jakarta,Indonesia","Universitas Terbuka, Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Terbuka,Jakarta,Indonesia","institution_ids":["https://openalex.org/I4210132268"]},{"raw_affiliation_string":"Universitas Terbuka, Jakarta, Indonesia","institution_ids":["https://openalex.org/I193621155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030402845","display_name":"Hendra Mayatopani","orcid":"https://orcid.org/0000-0001-5945-8364"},"institutions":[{"id":"https://openalex.org/I4210116231","display_name":"Universitas Pramita Indonesia","ror":"https://ror.org/02rbqkj03","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210116231"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Hendra Mayatopani","raw_affiliation_strings":["Pradita University,Department of Information System,Tangerang,Indonesia","Department of Information System, Pradita University, Tangerang, Indonesia"],"affiliations":[{"raw_affiliation_string":"Pradita University,Department of Information System,Tangerang,Indonesia","institution_ids":["https://openalex.org/I4210116231"]},{"raw_affiliation_string":"Department of Information System, Pradita University, Tangerang, Indonesia","institution_ids":["https://openalex.org/I4210116231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089718012","display_name":"Meta Amalya Dewi","orcid":"https://orcid.org/0000-0001-5353-9921"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Meta Amalya Dewi","raw_affiliation_strings":["Bina Nusantara University,Information Systems Department Binus Online Learning,Jakarta,Indonesia","Information Systems Department Binus Online Learning, Bina Nusantara University, Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Bina Nusantara University,Information Systems Department Binus Online Learning,Jakarta,Indonesia","institution_ids":["https://openalex.org/I166073570"]},{"raw_affiliation_string":"Information Systems Department Binus Online Learning, Bina Nusantara University, Jakarta, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047114954","display_name":"Riyan Leandros","orcid":"https://orcid.org/0000-0002-8625-4524"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Riyan Leandros","raw_affiliation_strings":["Bina Nusantara University,Information Systems Department Binus Online Learning,Jakarta,Indonesia","Information Systems Department Binus Online Learning, Bina Nusantara University, Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Bina Nusantara University,Information Systems Department Binus Online Learning,Jakarta,Indonesia","institution_ids":["https://openalex.org/I166073570"]},{"raw_affiliation_string":"Information Systems Department Binus Online Learning, Bina Nusantara University, Jakarta, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006522970","display_name":"Silvia Ayunda Murad","orcid":"https://orcid.org/0000-0002-7271-1640"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Silvia Ayunda Murad","raw_affiliation_strings":["Bina Nusantara University,Information Systems Department Binus Online Learning,Jakarta,Indonesia","Information Systems Department Binus Online Learning, Bina Nusantara University, Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Bina Nusantara University,Information Systems Department Binus Online Learning,Jakarta,Indonesia","institution_ids":["https://openalex.org/I166073570"]},{"raw_affiliation_string":"Information Systems Department Binus Online Learning, Bina Nusantara University, Jakarta, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014207051","display_name":"Yaya Heryadi","orcid":"https://orcid.org/0000-0001-7966-2573"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Yaya Heryadi","raw_affiliation_strings":["Bina Nusantara University,Computer Science Department BINUS Graduate Program - Doctor of Computer Science,Jakarta,Indonesia","Computer Science Department BINUS Graduate Program - Doctor of Computer Science, Bina Nusantara University, Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Bina Nusantara University,Computer Science Department BINUS Graduate Program - Doctor of Computer Science,Jakarta,Indonesia","institution_ids":["https://openalex.org/I166073570"]},{"raw_affiliation_string":"Computer Science Department BINUS Graduate Program - Doctor of Computer Science, Bina Nusantara University, Jakarta, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054472364","display_name":"Bambang Dwi Wijanarko","orcid":"https://orcid.org/0000-0003-2941-148X"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Bambang Dwi Wijanarko","raw_affiliation_strings":["Bina Nusantara University,School of Computer Science,Jakarta,Indonesia","School of Computer Science, Bina Nusantara University, Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Bina Nusantara University,School of Computer Science,Jakarta,Indonesia","institution_ids":["https://openalex.org/I166073570"]},{"raw_affiliation_string":"School of Computer Science, Bina Nusantara University, Jakarta, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5026712882"],"corresponding_institution_ids":["https://openalex.org/I166073570"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23224966,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9983000159263611,"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":0.9983000159263611,"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/T14182","display_name":"Technology-Enhanced Education Studies","score":0.9787999987602234,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9642000198364258,"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/massive-open-online-course","display_name":"Massive open online course","score":0.6292376518249512},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.624667227268219},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.6202885508537292},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4744604527950287},{"id":"https://openalex.org/keywords/e-learning","display_name":"E learning","score":0.42168253660202026},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3791056275367737},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2927106022834778},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.17071568965911865},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.07197171449661255}],"concepts":[{"id":"https://openalex.org/C2777808570","wikidata":"https://www.wikidata.org/wiki/Q967853","display_name":"Massive open online course","level":2,"score":0.6292376518249512},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.624667227268219},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.6202885508537292},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4744604527950287},{"id":"https://openalex.org/C2984567223","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"E learning","level":3,"score":0.42168253660202026},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3791056275367737},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2927106022834778},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.17071568965911865},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.07197171449661255},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit58888.2023.10453910","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/acit58888.2023.10453910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 24th International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.6299999952316284}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310577","display_name":"Open University","ror":"https://ror.org/05mzfcs16"},{"id":"https://openalex.org/F4320323076","display_name":"Binus University","ror":"https://ror.org/03zmf4s77"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1986534079","https://openalex.org/W2580526287","https://openalex.org/W2795274837","https://openalex.org/W2938610232","https://openalex.org/W2963492842","https://openalex.org/W2996103499","https://openalex.org/W3033178227","https://openalex.org/W4205149861","https://openalex.org/W4381195492","https://openalex.org/W6731926654"],"related_works":["https://openalex.org/W2357268223","https://openalex.org/W2807721994","https://openalex.org/W3164623690","https://openalex.org/W2606212637","https://openalex.org/W4210812943","https://openalex.org/W4390476759","https://openalex.org/W2302761325","https://openalex.org/W2780682839","https://openalex.org/W2165558212","https://openalex.org/W3118411386"],"abstract_inverted_index":{"MOOCs":[0,57],"are":[1,116],"one":[2,19],"of":[3,8,20,39,41,73,99,131,174,179,185],"the":[4,21,37,69,104,128,135,139,143,154,162,167,172,183,200],"developments":[5],"or":[6,10],"impacts":[7],"e-learning":[9],"online":[11,95,132,163],"learning.":[12,176],"Massive":[13],"Open":[14],"Online":[15],"Course":[16],"(MOOC)":[17],"is":[18,138,158,166],"choices":[22],"for":[23,48,189,196],"students":[24,42,191,197],"to":[25,35,192,198,204],"increase":[26],"their":[27,60,205],"knowledge":[28],"through":[29,76],"non-formal":[30],"channels.":[31],"Our":[32],"research":[33,101,181],"aims":[34],"determine":[36],"level":[38],"readiness":[40,75,91,156],"regarding":[43,55,68],"MOOC":[44,108,114,136,175,190,202],"learning":[45,133],"and":[46,62,71,93,123,146,150,161,207],"opportunities":[47],"utilizing":[49],"recommendation":[50,187],"systems":[51],"in":[52,112,134],"students'":[53],"decision-making":[54],"selecting":[56],"that":[58,103,107,170],"suit":[59],"interests":[61,206],"needs.":[63,208],"We":[64],"conducted":[65],"a":[66,113,186],"survey":[67],"constraints":[70],"needs":[72],"learner":[74],"5":[77],"aspects,":[78],"namely":[79],"1)":[80],"technical":[81,149],"aspect,":[82,85,88,92],"(2)":[83],"social":[84,140],"(3)":[86],"communication":[87],"(4)":[89],"lecture":[90,155],"(5)":[94],"discussion.":[96],"The":[97],"results":[98,178],"this":[100,180],"show":[102],"main":[105],"challenges":[106],"participants":[109],"may":[110],"face":[111],"environment":[115,137],"Technical":[117],"Aspects":[118,121,125],"(28.25%),":[119],"Social":[120],"(21.47%),":[122],"Communication":[124],"(18.93%).":[126],"Meanwhile,":[127,153],"greatest":[129],"strength":[130],"aspect":[141,157,165,169],"(21%),":[142],"most":[144],"influential":[145],"continued":[147],"with":[148],"other":[151],"aspects.":[152],"quite":[159],"good,":[160],"discussion":[164],"biggest":[168],"influences":[171],"success":[173],"Other":[177],"indicate":[182],"importance":[184],"system":[188],"make":[193],"it":[194],"easier":[195],"choose":[199],"right":[201],"according":[203]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}