{"id":"https://openalex.org/W3171566638","doi":"https://doi.org/10.1007/s00500-021-05932-w","title":"A new QoE-based prediction model for evaluating virtual education systems with COVID-19 side effects using data mining","display_name":"A new QoE-based prediction model for evaluating virtual education systems with COVID-19 side effects using data mining","publication_year":2021,"publication_date":"2021-06-10","ids":{"openalex":"https://openalex.org/W3171566638","doi":"https://doi.org/10.1007/s00500-021-05932-w","mag":"3171566638","pmid":"https://pubmed.ncbi.nlm.nih.gov/34127909"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-021-05932-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-021-05932-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-021-05932-w.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s00500-021-05932-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048242078","display_name":"Chen Tan","orcid":"https://orcid.org/0009-0006-4695-0441"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Tan","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, 200040 China","Shanghai Jiao Tong University, Shanghai, 200040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, 200040 China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, 200040, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075033104","display_name":"Jianzhong Lin","orcid":"https://orcid.org/0000-0001-8418-1176"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianzhong Lin","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, 200040 China","Shanghai Jiao Tong University, Shanghai, 200040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, 200040 China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, 200040, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5075033104"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":5.8042,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.96139272,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"27","issue":"3","first_page":"1699","last_page":"1713"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9957000017166138,"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":0.9957000017166138,"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.9311000108718872,"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/T13647","display_name":"AI and Big Data Applications","score":0.9283999800682068,"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/computer-science","display_name":"Computer science","score":0.6445310711860657},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5676389336585999},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.522931694984436},{"id":"https://openalex.org/keywords/virtual-learning-environment","display_name":"Virtual learning environment","score":0.500474214553833},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4404986500740051},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.4358096122741699},{"id":"https://openalex.org/keywords/e-learning","display_name":"E learning","score":0.4196038246154785},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.4181714951992035},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.25314638018608093},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21590933203697205}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6445310711860657},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5676389336585999},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.522931694984436},{"id":"https://openalex.org/C66699896","wikidata":"https://www.wikidata.org/wiki/Q2349394","display_name":"Virtual learning environment","level":2,"score":0.500474214553833},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4404986500740051},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.4358096122741699},{"id":"https://openalex.org/C2984567223","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"E learning","level":3,"score":0.4196038246154785},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.4181714951992035},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.25314638018608093},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21590933203697205},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00500-021-05932-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-021-05932-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-021-05932-w.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"},{"id":"pmid:34127909","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34127909","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft computing","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8190738","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8190738","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Soft comput","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s00500-021-05932-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-021-05932-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-021-05932-w.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3171566638.pdf","grobid_xml":"https://content.openalex.org/works/W3171566638.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W78308999","https://openalex.org/W2075233116","https://openalex.org/W2171877427","https://openalex.org/W2185037809","https://openalex.org/W2580767461","https://openalex.org/W2789574636","https://openalex.org/W2790117867","https://openalex.org/W2798041585","https://openalex.org/W2890110575","https://openalex.org/W2899676218","https://openalex.org/W2903034862","https://openalex.org/W2904308276","https://openalex.org/W2913328067","https://openalex.org/W2943885503","https://openalex.org/W2947041985","https://openalex.org/W2964098936","https://openalex.org/W2965526233","https://openalex.org/W2973624328","https://openalex.org/W2998932501","https://openalex.org/W3005203756","https://openalex.org/W3005640825","https://openalex.org/W3009051647","https://openalex.org/W3009249625","https://openalex.org/W3011966736","https://openalex.org/W3012610775","https://openalex.org/W3017118041","https://openalex.org/W3021764235","https://openalex.org/W3026150457","https://openalex.org/W3033712941","https://openalex.org/W3034345083","https://openalex.org/W3038128399","https://openalex.org/W3039163099","https://openalex.org/W3044243636","https://openalex.org/W3045430530","https://openalex.org/W3045749111","https://openalex.org/W3045967963","https://openalex.org/W3085365753","https://openalex.org/W3096696101","https://openalex.org/W3097742745","https://openalex.org/W3112176512","https://openalex.org/W3120338070","https://openalex.org/W3126185976","https://openalex.org/W3130937359","https://openalex.org/W3130966487","https://openalex.org/W3131813263","https://openalex.org/W3134089754","https://openalex.org/W3136352779","https://openalex.org/W3138280388","https://openalex.org/W3144025756","https://openalex.org/W3159475051","https://openalex.org/W3159912878","https://openalex.org/W3161563518","https://openalex.org/W3163996591","https://openalex.org/W3197793222","https://openalex.org/W3214396588"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W2802581102","https://openalex.org/W4205786897"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}