{"id":"https://openalex.org/W4367550324","doi":"https://doi.org/10.1007/s10639-023-11830-5","title":"Investigating behavior patterns of students during online self-directed learning through process mining","display_name":"Investigating behavior patterns of students during online self-directed learning through process mining","publication_year":2023,"publication_date":"2023-05-01","ids":{"openalex":"https://openalex.org/W4367550324","doi":"https://doi.org/10.1007/s10639-023-11830-5"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-023-11830-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-023-11830-5","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","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":"https://openalex.org/A5101434878","display_name":"Qi Li","orcid":"https://orcid.org/0000-0002-3142-758X"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Li","raw_affiliation_strings":["School of Information Science and Technology, Northeast Normal University, No. 2555, Jingyue Street, Changchun, 130117, Jilin, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Northeast Normal University, No. 2555, Jingyue Street, Changchun, 130117, Jilin, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057114611","display_name":"Qiang Jiang","orcid":"https://orcid.org/0000-0001-9396-8325"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiang Jiang","raw_affiliation_strings":["School of Information Science and Technology, Northeast Normal University, No. 2555, Jingyue Street, Changchun, 130117, Jilin, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Northeast Normal University, No. 2555, Jingyue Street, Changchun, 130117, Jilin, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075058790","display_name":"Weiyan Xiong","orcid":"https://orcid.org/0000-0003-2114-0208"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weiyan Xiong","raw_affiliation_strings":["Institute of Policy Studies, School of Graduate Studies, Lingnan University, #8, Castle Peak Road, Tuen Mun, New Territories, Hong Kong, SAR, China"],"affiliations":[{"raw_affiliation_string":"Institute of Policy Studies, School of Graduate Studies, Lingnan University, #8, Castle Peak Road, Tuen Mun, New Territories, Hong Kong, SAR, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109623321","display_name":"Wei Zhao","orcid":"https://orcid.org/0009-0004-8627-2628"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhao","raw_affiliation_strings":["School of Information Science and Technology, Northeast Normal University, No. 2555, Jingyue Street, Changchun, 130117, Jilin, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Northeast Normal University, No. 2555, Jingyue Street, Changchun, 130117, Jilin, China","institution_ids":["https://openalex.org/I184983240"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057114611"],"corresponding_institution_ids":["https://openalex.org/I184983240"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":3.5356,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92767568,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"28","issue":"12","first_page":"15765","last_page":"15787"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9825000166893005,"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":0.9472000002861023,"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/psychology","display_name":"Psychology","score":0.6622742414474487},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"Academic achievement","score":0.5291205644607544},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5213409662246704},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5055420398712158},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.4691682457923889},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4680478274822235},{"id":"https://openalex.org/keywords/behavioral-pattern","display_name":"Behavioral pattern","score":0.4337575435638428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1960572600364685}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6622742414474487},{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.5291205644607544},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5213409662246704},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5055420398712158},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.4691682457923889},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4680478274822235},{"id":"https://openalex.org/C83804111","wikidata":"https://www.wikidata.org/wiki/Q1063558","display_name":"Behavioral pattern","level":2,"score":0.4337575435638428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1960572600364685},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10639-023-11830-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-023-11830-5","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1133705319","display_name":null,"funder_award_id":"62077012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W649212855","https://openalex.org/W1556686995","https://openalex.org/W1983849033","https://openalex.org/W2022190639","https://openalex.org/W2036837007","https://openalex.org/W2037124948","https://openalex.org/W2044992513","https://openalex.org/W2060584975","https://openalex.org/W2064749740","https://openalex.org/W2068690371","https://openalex.org/W2143126460","https://openalex.org/W2147851174","https://openalex.org/W2164185374","https://openalex.org/W2168745915","https://openalex.org/W2169276809","https://openalex.org/W2317594513","https://openalex.org/W2462392741","https://openalex.org/W2563410413","https://openalex.org/W2593654108","https://openalex.org/W2768744498","https://openalex.org/W2775120741","https://openalex.org/W2780586260","https://openalex.org/W2807183810","https://openalex.org/W2885207714","https://openalex.org/W2900654385","https://openalex.org/W2902109899","https://openalex.org/W2909954767","https://openalex.org/W2911948762","https://openalex.org/W2924212866","https://openalex.org/W2944539792","https://openalex.org/W2956949459","https://openalex.org/W2963016267","https://openalex.org/W2971924021","https://openalex.org/W2988302081","https://openalex.org/W3008293983","https://openalex.org/W3012429909","https://openalex.org/W3016167467","https://openalex.org/W3021935667","https://openalex.org/W3022168740","https://openalex.org/W3040827687","https://openalex.org/W3044862824","https://openalex.org/W3051170265","https://openalex.org/W3124647930","https://openalex.org/W3130534771","https://openalex.org/W3149183006","https://openalex.org/W3215965980","https://openalex.org/W4205244292","https://openalex.org/W4210994573","https://openalex.org/W4229027888","https://openalex.org/W4230145224","https://openalex.org/W4283586292","https://openalex.org/W4300870773","https://openalex.org/W4308200654","https://openalex.org/W4308204237","https://openalex.org/W4361271260"],"related_works":["https://openalex.org/W2560936962","https://openalex.org/W2788727012","https://openalex.org/W2526386912","https://openalex.org/W4388203630","https://openalex.org/W1543056659","https://openalex.org/W2410591377","https://openalex.org/W2323113755","https://openalex.org/W2359476398","https://openalex.org/W2031681959","https://openalex.org/W2044188186"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
