{"id":"https://openalex.org/W7161808127","doi":"https://doi.org/10.1007/s42979-026-05042-0","title":"Avatar-Based Anonymization in Remote Therapy: Balancing Privacy and Emotional Expressivity","display_name":"Avatar-Based Anonymization in Remote Therapy: Balancing Privacy and Emotional Expressivity","publication_year":2026,"publication_date":"2026-05-20","ids":{"openalex":"https://openalex.org/W7161808127","doi":"https://doi.org/10.1007/s42979-026-05042-0"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-026-05042-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-026-05042-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-026-05042-0.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s42979-026-05042-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5118995784","display_name":"Jan Marquenie","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jan Marquenie","raw_affiliation_strings":["Mobile Dialog Systems, Otto-von-Guericke University, Universit\u00e4tsplatz 2, 39106, Magdeburg, Saxony-Anhalt, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2910-8202","affiliations":[{"raw_affiliation_string":"Mobile Dialog Systems, Otto-von-Guericke University, Universit\u00e4tsplatz 2, 39106, Magdeburg, Saxony-Anhalt, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060459394","display_name":"Carlos Franzreb","orcid":"https://orcid.org/0000-0002-1188-7861"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Carlos Franzreb","raw_affiliation_strings":["Speech and Language Technology, German Research Center for Artificial Intelligence, Alt-Moabit 91c, 10559, Berlin, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1188-7861","affiliations":[{"raw_affiliation_string":"Speech and Language Technology, German Research Center for Artificial Intelligence, Alt-Moabit 91c, 10559, Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116619386","display_name":"Robert Brunstein","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robert Brunstein","raw_affiliation_strings":["Artificial Intelligence Lab, Otto-von-Guericke University, Universit\u00e4tsplatz 2, 39106, Magdeburg, Saxony-Anhalt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Lab, Otto-von-Guericke University, Universit\u00e4tsplatz 2, 39106, Magdeburg, Saxony-Anhalt, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033995312","display_name":"Ingo Siegert","orcid":"https://orcid.org/0000-0001-7447-7141"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ingo Siegert","raw_affiliation_strings":["Mobile Dialog Systems, Otto-von-Guericke University, Universit\u00e4tsplatz 2, 39106, Magdeburg, Saxony-Anhalt, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7447-7141","affiliations":[{"raw_affiliation_string":"Mobile Dialog Systems, Otto-von-Guericke University, Universit\u00e4tsplatz 2, 39106, Magdeburg, Saxony-Anhalt, Germany","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5118995784"],"corresponding_institution_ids":["https://openalex.org/I95793202"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.92629816,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.8932999968528748,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/T11519","display_name":"Digital Mental Health Interventions","score":0.8932999968528748,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.06920000165700912,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.01489999983459711,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/avatar","display_name":"Avatar","score":0.7373999953269958},{"id":"https://openalex.org/keywords/expressivity","display_name":"Expressivity","score":0.42739999294281006},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4153999984264374},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.3564999997615814},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.34540000557899475},{"id":"https://openalex.org/keywords/landmark","display_name":"Landmark","score":0.3395000100135803},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.334199994802475},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.31119999289512634}],"concepts":[{"id":"https://openalex.org/C2777365542","wikidata":"https://www.wikidata.org/wiki/Q83090","display_name":"Avatar","level":2,"score":0.7373999953269958},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.6481999754905701},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5289000272750854},{"id":"https://openalex.org/C92811239","wikidata":"https://www.wikidata.org/wiki/Q20998670","display_name":"Expressivity","level":2,"score":0.42739999294281006},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4212000072002411},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4153999984264374},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.3564999997615814},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.34540000557899475},{"id":"https://openalex.org/C2780297707","wikidata":"https://www.wikidata.org/wiki/Q4895393","display_name":"Landmark","level":2,"score":0.3395000100135803},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3368000090122223},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.334199994802475},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.31119999289512634},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.3077000081539154},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.2989000082015991},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2971000075340271},{"id":"https://openalex.org/C168285401","wikidata":"https://www.wikidata.org/wiki/Q1427245","display_name":"Stigma (botany)","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.2856000065803528},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2851000130176544},{"id":"https://openalex.org/C172656115","wikidata":"https://www.wikidata.org/wiki/Q2142613","display_name":"Social distance","level":5,"score":0.2822999954223633},{"id":"https://openalex.org/C2779885105","wikidata":"https://www.wikidata.org/wiki/Q182263","display_name":"Empathy","level":2,"score":0.273499995470047},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.2524000108242035},{"id":"https://openalex.org/C60692881","wikidata":"https://www.wikidata.org/wiki/Q584529","display_name":"Humanoid robot","level":3,"score":0.2513999938964844},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-026-05042-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-026-05042-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-026-05042-0.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s42979-026-05042-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-026-05042-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-026-05042-0.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4093843102455139,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320882","display_name":"Volkswagen Foundation","ror":"https://ror.org/03bsmfz84"},{"id":"https://openalex.org/F4320335829","display_name":"Otto von Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7161808127.pdf","grobid_xml":"https://content.openalex.org/works/W7161808127.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W2012630390","https://openalex.org/W2054867430","https://openalex.org/W2103958416","https://openalex.org/W2146334809","https://openalex.org/W2150297795","https://openalex.org/W2321276705","https://openalex.org/W2610200611","https://openalex.org/W2613016420","https://openalex.org/W2769823506","https://openalex.org/W2783131052","https://openalex.org/W2792191740","https://openalex.org/W2801211065","https://openalex.org/W2808631503","https://openalex.org/W2811041611","https://openalex.org/W2899508792","https://openalex.org/W2953853258","https://openalex.org/W2966295182","https://openalex.org/W2969985801","https://openalex.org/W2982340830","https://openalex.org/W3040026531","https://openalex.org/W3088206488","https://openalex.org/W3136524425","https://openalex.org/W3179610792","https://openalex.org/W3207246414","https://openalex.org/W4233995959","https://openalex.org/W4282943884","https://openalex.org/W4293150473","https://openalex.org/W4296709832","https://openalex.org/W4309185742","https://openalex.org/W4392397498","https://openalex.org/W4400360774","https://openalex.org/W4415937873","https://openalex.org/W7133519116"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"In":[1,60,105],"mental":[2],"health":[3],"care,":[4],"fear":[5],"of":[6],"social":[7],"stigma":[8],"can":[9,18],"prevent":[10],"people":[11],"from":[12],"seeking":[13],"therapy.":[14],"Video-based":[15],"remote":[16],"therapy":[17],"lower":[19,111,129],"this":[20,49],"barrier,":[21],"but":[22],"for":[23,44,112,116],"highly":[24],"stigmatized":[25],"or":[26],"legally":[27],"sensitive":[28],"conditions,":[29],"additional":[30],"privacy":[31,124],"protection":[32,125],"may":[33],"be":[34],"required.":[35],"Our":[36],"prior":[37],"work":[38],"used":[39],"a":[40],"landmark":[41],"\u201cmask\u201d":[42],"representation":[43],"emotion-preserving":[45],"facial":[46],"anonymization;":[47],"in":[48,83],"extension,":[50],"we":[51],"introduce":[52],"humanoid":[53],"avatarization":[54,127],"and":[55,73,80,94,103],"directly":[56],"compare":[57],"both":[58],"approaches.":[59],"an":[61,84],"online":[62],"user":[63],"study":[64],"(N":[65],"=":[66],"33),":[67],"participants":[68],"performed":[69],"open-set":[70],"human":[71,74],"re-identification":[72,108],"emotion":[75],"recognition":[76,133],"on":[77],"anonymized":[78],"videos":[79],"reported":[81],"preferences":[82],"A/B":[85],"comparison.":[86],"Participants":[87],"rated":[88],"the":[89,98,113,117,138],"avatar":[90,114,139],"as":[91,100],"more":[92,101],"natural":[93],"expressive,":[95],"while":[96],"rating":[97],"mask":[99,118],"anonymous":[102],"private.":[104],"contrast,":[106],"objective":[107],"accuracy":[109],"was":[110,134],"than":[115],"(13.46%":[119],"vs.":[120],"20.20%),":[121],"indicating":[122],"stronger":[123],"by":[126],"despite":[128],"perceived":[130],"anonymity.":[131],"Emotion":[132],"generally":[135],"higher":[136],"with":[137,142],"method,":[140],"consistent":[141],"participants\u2019":[143],"utility-oriented":[144],"preferences.":[145]},"counts_by_year":[],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2026-05-21T00:00:00"}
