{"id":"https://openalex.org/W3216827872","doi":"https://doi.org/10.36499/psnst.v1i1.5221","title":"Pengembangan Learning Management System Dengan Memanfaatkan Machine Learning Untuk Meningkatkan Kinerja Sistem","display_name":"Pengembangan Learning Management System Dengan Memanfaatkan Machine Learning Untuk Meningkatkan Kinerja Sistem","publication_year":2021,"publication_date":"2021-11-27","ids":{"openalex":"https://openalex.org/W3216827872","doi":"https://doi.org/10.36499/psnst.v1i1.5221","mag":"3216827872"},"language":"id","primary_location":{"id":"doi:10.36499/psnst.v1i1.5221","doi":"https://doi.org/10.36499/psnst.v1i1.5221","is_oa":true,"landing_page_url":"https://doi.org/10.36499/psnst.v1i1.5221","pdf_url":"https://publikasiilmiah.unwahas.ac.id/PROSIDING_SNST_FT/article/download/5221/3788","source":{"id":"https://openalex.org/S4387286078","display_name":"Prosiding Sains Nasional dan Teknologi","issn_l":"2964-5131","issn":["2964-5131","2964-2531"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4404663958","host_organization_name":"Universitas Wahid Hasyim","host_organization_lineage":["https://openalex.org/P4404663958"],"host_organization_lineage_names":["Universitas Wahid Hasyim"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Prosiding Sains Nasional dan Teknologi","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W3216827872"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://publikasiilmiah.unwahas.ac.id/PROSIDING_SNST_FT/article/download/5221/3788","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032872384","display_name":"Agus Hermanto","orcid":"https://orcid.org/0000-0001-9921-6730","observed_orcids":["https://orcid.org/0000-0001-9921-6730"]},"institutions":[{"id":"https://openalex.org/I4210122635","display_name":"Universitas 17 Agustus 1945 Surabaya","ror":"https://ror.org/02xrm8562","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210122635"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Agus Hermanto","raw_affiliation_strings":["Universitas 17 Agustus 1945 Surabaya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas 17 Agustus 1945 Surabaya","institution_ids":["https://openalex.org/I4210122635"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086999224","display_name":"Mochamad Sidqon","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210122635","display_name":"Universitas 17 Agustus 1945 Surabaya","ror":"https://ror.org/02xrm8562","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210122635"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Mochamad Sidqon","raw_affiliation_strings":["Universitas 17 Agustus 1945 Surabaya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas 17 Agustus 1945 Surabaya","institution_ids":["https://openalex.org/I4210122635"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016068666","display_name":"Aditya Nanda Utama","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210110615","display_name":"Inova Design Solutions (United Kingdom)","ror":"https://ror.org/02q312y93","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210110615"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Aditya Nanda Utama","raw_affiliation_strings":["Fit Tech Inova Global"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fit Tech Inova Global","institution_ids":["https://openalex.org/I4210110615"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.8345000147819519,"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":0.8345000147819519,"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/T13559","display_name":"Edcuational Technology Systems","score":0.13169999420642853,"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/T14496","display_name":"Educational Technology and E-Learning","score":0.00800000037997961,"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/virtual-learning-environments","display_name":"virtual learning environments","score":0.9959999918937683},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.7820000052452087},{"id":"https://openalex.org/keywords/cosine-similarity","display_name":"cosine similarity","score":0.996999979019165},{"id":"https://openalex.org/keywords/e-learning","display_name":"online learning","score":0.7409999966621399},{"id":"https://openalex.org/keywords/covid-19","display_name":"COVID-19 pandemic","score":0.7749999761581421},{"id":"https://openalex.org/keywords/student-assessment","display_name":"student assessment","score":0.5860000252723694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.584452748298645},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3469744324684143}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.36499/psnst.v1i1.5221","doi":"https://doi.org/10.36499/psnst.v1i1.5221","is_oa":true,"landing_page_url":"https://doi.org/10.36499/psnst.v1i1.5221","pdf_url":"https://publikasiilmiah.unwahas.ac.id/PROSIDING_SNST_FT/article/download/5221/3788","source":{"id":"https://openalex.org/S4387286078","display_name":"Prosiding Sains Nasional dan Teknologi","issn_l":"2964-5131","issn":["2964-5131","2964-2531"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4404663958","host_organization_name":"Universitas Wahid Hasyim","host_organization_lineage":["https://openalex.org/P4404663958"],"host_organization_lineage_names":["Universitas Wahid Hasyim"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Prosiding Sains Nasional dan Teknologi","raw_type":"journal-article"},{"id":"pmh:oai:ojs.publikasiilmiah.unwahas.ac.id:article/5221","doi":null,"is_oa":false,"landing_page_url":"https://publikasiilmiah.unwahas.ac.id/PROSIDING_SNST_FT/article/view/5221","pdf_url":null,"source":{"id":"https://openalex.org/S4387286078","display_name":"Prosiding Sains Nasional dan Teknologi","issn_l":"2964-5131","issn":["2964-5131","2964-2531"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4404663958","host_organization_name":"Universitas Wahid Hasyim","host_organization_lineage":["https://openalex.org/P4404663958"],"host_organization_lineage_names":["Universitas Wahid Hasyim"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.36499/psnst.v1i1","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.36499/psnst.v1i1.5221","doi":"https://doi.org/10.36499/psnst.v1i1.5221","is_oa":true,"landing_page_url":"https://doi.org/10.36499/psnst.v1i1.5221","pdf_url":"https://publikasiilmiah.unwahas.ac.id/PROSIDING_SNST_FT/article/download/5221/3788","source":{"id":"https://openalex.org/S4387286078","display_name":"Prosiding Sains Nasional dan Teknologi","issn_l":"2964-5131","issn":["2964-5131","2964-2531"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4404663958","host_organization_name":"Universitas Wahid Hasyim","host_organization_lineage":["https://openalex.org/P4404663958"],"host_organization_lineage_names":["Universitas Wahid Hasyim"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Prosiding Sains Nasional dan Teknologi","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.975600004196167,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3216827872.pdf","grobid_xml":"https://content.openalex.org/works/W3216827872.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4413064344","https://openalex.org/W7221201714","https://openalex.org/W3135590717","https://openalex.org/W4292489496","https://openalex.org/W3202214243","https://openalex.org/W4361803772","https://openalex.org/W4281716774","https://openalex.org/W3163720566","https://openalex.org/W4390299260","https://openalex.org/W4401777549"],"abstract_inverted_index":{"Sistem":[0],"manajemen":[1,18,37],"pembelajaran":[2,19,38],"berbasis":[3],"elektronik":[4],"dan":[5],"multiplatform":[6],"semakin":[7],"cepat":[8],"berkembang":[9],"dengan":[10,55,66],"adanya":[11],"pandemi":[12],"Covid-19.":[13],"Namun":[14],"dalam":[15],"penggunaannya,":[16],"sistem":[17,36],"ini":[20,34],"masih":[21],"mempunyai":[22],"kendala":[23],"berupa":[24],"evaluasi":[25,49],"manual":[26],"yang":[27,39,68],"harus":[28],"dilakukan":[29],"oleh":[30],"pendidik.":[31],"Dalam":[32],"penelitian":[33],"dikembangkan":[35],"menggunakan":[40],"machine":[41],"learning":[42],"untuk":[43],"membantu":[44],"para":[45],"pendidik":[46],"mempercepat":[47],"proses":[48],"belajar":[50],"peserta":[51,64],"didik":[52,65],"secara":[53],"otomatis":[54],"memanfaatkan":[56],"metode":[57],"Cosine":[58],"Similarity.":[59],"Pengujian":[60],"presisi":[61],"melibatkan":[62],"30":[63],"hasil":[67],"diperoleh":[69],"memiliki":[70],"performa":[71],"86,67":[72],"%":[73]},"counts_by_year":[],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2021-12-06T00:00:00"}