{"id":"https://openalex.org/W4406675893","doi":"https://doi.org/10.1504/ijict.2025.144014","title":"Social psycho-emotional characterisation of college students based on semi-supervised learning","display_name":"Social psycho-emotional characterisation of college students based on semi-supervised learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406675893","doi":"https://doi.org/10.1504/ijict.2025.144014"},"language":"en","primary_location":{"id":"doi:10.1504/ijict.2025.144014","is_oa":true,"landing_page_url":"https://doi.org/10.1504/ijict.2025.144014","pdf_url":"https://www.inderscienceonline.com/doi/pdf/10.1504/IJICT.2025.144014?download=true","source":{"id":"https://openalex.org/S168803321","display_name":"International Journal of Information and Communication Technology","issn_l":"1466-6642","issn":["1466-6642","1741-8070"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information and Communication Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.inderscienceonline.com/doi/pdf/10.1504/IJICT.2025.144014?download=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044008966","display_name":"Weihua Li","orcid":"https://orcid.org/0000-0001-9215-4979"},"institutions":[{"id":"https://openalex.org/I4210111575","display_name":"Xinjiang Institute of Engineering","ror":"https://ror.org/01s5hh873","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210111575","https://openalex.org/I4210157944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weihua Li","raw_affiliation_strings":["School of Culture and Arts, Xinjiang Institute of Engineering, Urumqi, 830023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Culture and Arts, Xinjiang Institute of Engineering, Urumqi, 830023, China","institution_ids":["https://openalex.org/I4210111575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5044008966"],"corresponding_institution_ids":["https://openalex.org/I4210111575"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00865801,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":"1","first_page":"117","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12993","display_name":"Psychology of Development and Education","score":0.8001000285148621,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12993","display_name":"Psychology of Development and Education","score":0.8001000285148621,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8594550490379333},{"id":"https://openalex.org/keywords/social-emotional-learning","display_name":"Social emotional learning","score":0.5246903300285339},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38942205905914307},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37243878841400146},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3597886562347412},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09466230869293213}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8594550490379333},{"id":"https://openalex.org/C163007329","wikidata":"https://www.wikidata.org/wiki/Q106679114","display_name":"Social emotional learning","level":2,"score":0.5246903300285339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38942205905914307},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37243878841400146},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3597886562347412},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09466230869293213},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijict.2025.144014","is_oa":true,"landing_page_url":"https://doi.org/10.1504/ijict.2025.144014","pdf_url":"https://www.inderscienceonline.com/doi/pdf/10.1504/IJICT.2025.144014?download=true","source":{"id":"https://openalex.org/S168803321","display_name":"International Journal of Information and Communication Technology","issn_l":"1466-6642","issn":["1466-6642","1741-8070"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information and Communication Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1504/ijict.2025.144014","is_oa":true,"landing_page_url":"https://doi.org/10.1504/ijict.2025.144014","pdf_url":"https://www.inderscienceonline.com/doi/pdf/10.1504/IJICT.2025.144014?download=true","source":{"id":"https://openalex.org/S168803321","display_name":"International Journal of Information and Communication Technology","issn_l":"1466-6642","issn":["1466-6642","1741-8070"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information and Communication Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406675893.pdf","grobid_xml":"https://content.openalex.org/works/W4406675893.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Texts":[0],"generated":[1],"by":[2,10,132],"college":[3,26],"students":[4,27],"through":[5,113],"social":[6,74],"sharing":[7],"are":[8,111],"characterised":[9],"emotional":[11],"richness":[12],"and":[13,36,52,105],"psychological":[14],"vulnerability.":[15],"To":[16],"address":[17],"the":[18,30,33,50,73,86,90,101,106,114,123,127,136],"issue":[19],"that":[20,122],"existing":[21],"social-psycho-emotional":[22],"profiling":[23],"methods":[24],"for":[25],"rely":[28],"on":[29],"size":[31],"of":[32,72,89,126],"labelled":[34],"dataset":[35],"have":[37],"unsatisfactory":[38],"classification":[39,109,124],"results,":[40],"this":[41],"article":[42],"first":[43],"optimises":[44],"semi-supervised":[45,94],"learning":[46],"(MSASL),":[47],"which":[48],"composes":[49],"samples":[51],"incorporates":[53],"a":[54,69],"smoothness":[55],"loss":[56],"while":[57],"imposing":[58],"consistency":[59],"constraints.":[60],"The":[61,118],"BERT":[62],"model":[63],"is":[64,97,130],"then":[65],"used":[66],"to":[67,79,85,99],"obtain":[68],"semantic":[70],"representation":[71],"text,":[75],"using":[76],"interactive":[77],"attention":[78],"capture":[80],"important":[81],"feature":[82,103,108],"information":[83],"related":[84],"opinion":[87],"tendency":[88],"topic":[91],"words.":[92],"Finally,":[93],"GAN":[95],"(MSASL-GAN)":[96],"applied":[98],"optimise":[100],"text":[102],"representation,":[104],"sentiment":[107],"results":[110,120],"output":[112],"fully":[115],"connected":[116],"layer.":[117],"experimental":[119],"show":[121],"accuracy":[125],"proposed":[128],"method":[129],"improved":[131],"5.01%-11.51%":[133],"compared":[134],"with":[135],"comparison":[137],"model.":[138]},"counts_by_year":[],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2025-10-10T00:00:00"}
