{"id":"https://openalex.org/W7083011669","doi":"https://doi.org/10.1016/j.eswa.2025.129769","title":"A novel fuzzy clustering approach with transition matrix for explainable evaluation of social media-based digital literacy interventions","display_name":"A novel fuzzy clustering approach with transition matrix for explainable evaluation of social media-based digital literacy interventions","publication_year":2025,"publication_date":"2025-09-23","ids":{"openalex":"https://openalex.org/W7083011669","doi":"https://doi.org/10.1016/j.eswa.2025.129769"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2025.129769","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2025.129769","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-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":null,"display_name":"Rustam","orcid":"https://orcid.org/0000-0001-8331-5793"},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Rustam","raw_affiliation_strings":["School of Electrical Engineering, Department of Telecommunication Engineering, Telkom University, Jl. Telekomunikasi No.1 Dayeuh Kolot, 40257, Kabupaten Bandung, Jawa Barat, Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-8331-5793","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Department of Telecommunication Engineering, Telkom University, Jl. Telekomunikasi No.1 Dayeuh Kolot, 40257, Kabupaten Bandung, Jawa Barat, Indonesia","institution_ids":["https://openalex.org/I862893732"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Diana Noor Anggraini","orcid":null},"institutions":[{"id":"https://openalex.org/I130218214","display_name":"Indonesia University of Education","ror":"https://ror.org/044b0xj37","country_code":"ID","type":"education","lineage":["https://openalex.org/I130218214"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Diana Noor Anggraini","raw_affiliation_strings":["Universitas Pendidikan Indonesia, Bandung, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Pendidikan Indonesia, Bandung, Indonesia","institution_ids":["https://openalex.org/I130218214"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Koredianto Usman","orcid":null},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Koredianto Usman","raw_affiliation_strings":["School of Electrical Engineering, Department of Telecommunication Engineering, Telkom University, Jl. Telekomunikasi No.1 Dayeuh Kolot, 40257, Kabupaten Bandung, Jawa Barat, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Department of Telecommunication Engineering, Telkom University, Jl. Telekomunikasi No.1 Dayeuh Kolot, 40257, Kabupaten Bandung, Jawa Barat, Indonesia","institution_ids":["https://openalex.org/I862893732"]}]},{"author_position":"last","author":{"id":null,"display_name":"Loveleen Gaur","orcid":null},"institutions":[{"id":"https://openalex.org/I44666525","display_name":"University of the South Pacific","ror":"https://ror.org/008stv805","country_code":"FJ","type":"education","lineage":["https://openalex.org/I44666525"]}],"countries":["FJ"],"is_corresponding":false,"raw_author_name":"Loveleen Gaur","raw_affiliation_strings":["Department of Business, School of Business and Management, The University of South Pacific, Fiji"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business, School of Business and Management, The University of South Pacific, Fiji","institution_ids":["https://openalex.org/I44666525"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I862893732"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":2.1733,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92471894,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"298","issue":null,"first_page":"129769","last_page":"129769"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.6814000010490417,"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"}},"topics":[{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.6814000010490417,"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/T13067","display_name":"Geological Modeling and Analysis","score":0.029100000858306885,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14311","display_name":"Electrical and Electromagnetic Research","score":0.01759999990463257,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6700999736785889},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6065000295639038},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6039000153541565},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5914000272750854},{"id":"https://openalex.org/keywords/stochastic-matrix","display_name":"Stochastic matrix","score":0.492900013923645},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.44110000133514404},{"id":"https://openalex.org/keywords/latent-class-model","display_name":"Latent class model","score":0.4068000018596649},{"id":"https://openalex.org/keywords/transition","display_name":"Transition (genetics)","score":0.36550000309944153}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6700999736785889},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6229000091552734},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6065000295639038},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6039000153541565},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5917999744415283},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5914000272750854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5860000252723694},{"id":"https://openalex.org/C49555168","wikidata":"https://www.wikidata.org/wiki/Q176583","display_name":"Stochastic matrix","level":3,"score":0.492900013923645},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.44110000133514404},{"id":"https://openalex.org/C70727504","wikidata":"https://www.wikidata.org/wiki/Q1806878","display_name":"Latent class model","level":2,"score":0.4068000018596649},{"id":"https://openalex.org/C194232998","wikidata":"https://www.wikidata.org/wiki/Q1606712","display_name":"Transition (genetics)","level":3,"score":0.36550000309944153},{"id":"https://openalex.org/C39235581","wikidata":"https://www.wikidata.org/wiki/Q5158434","display_name":"Conceptual clustering","level":5,"score":0.35589998960494995},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.3386000096797943},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33390000462532043},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.3197000026702881},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.3163999915122986},{"id":"https://openalex.org/C2780468074","wikidata":"https://www.wikidata.org/wiki/Q16628824","display_name":"Digital learning","level":2,"score":0.28839999437332153},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.28760001063346863},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.27950000762939453},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.26409998536109924},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.2502000033855438}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2025.129769","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2025.129769","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8693503737449646}],"awards":[],"funders":[{"id":"https://openalex.org/F4320330150","display_name":"Universitas Telkom","ror":"https://ror.org/0004wsx81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2021601071","https://openalex.org/W2031404163","https://openalex.org/W2946814902","https://openalex.org/W3133529743","https://openalex.org/W3159370653","https://openalex.org/W3198842605","https://openalex.org/W4214846198","https://openalex.org/W4225494991","https://openalex.org/W4290735248","https://openalex.org/W4296743374","https://openalex.org/W4307556841","https://openalex.org/W4308320805","https://openalex.org/W4309862236","https://openalex.org/W4316657447","https://openalex.org/W4320035136","https://openalex.org/W4322741267","https://openalex.org/W4323031795","https://openalex.org/W4367053819","https://openalex.org/W4377047088","https://openalex.org/W4388001919","https://openalex.org/W4391532912","https://openalex.org/W4391554458","https://openalex.org/W4391608390","https://openalex.org/W4392303529","https://openalex.org/W4396652729","https://openalex.org/W4399356519","https://openalex.org/W4403118842","https://openalex.org/W4403309054","https://openalex.org/W4403916185","https://openalex.org/W4405692371","https://openalex.org/W4407115629","https://openalex.org/W4407751285","https://openalex.org/W4408465197","https://openalex.org/W4410168469"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-02-06T02:01:19.302388","created_date":"2025-10-10T00:00:00"}
