{"id":"https://openalex.org/W3032181218","doi":"https://doi.org/10.1145/3379157.3391655","title":"Analyzing Transferability of Happiness Detection via Gaze Tracking in Multimedia Applications","display_name":"Analyzing Transferability of Happiness Detection via Gaze Tracking in Multimedia Applications","publication_year":2020,"publication_date":"2020-05-27","ids":{"openalex":"https://openalex.org/W3032181218","doi":"https://doi.org/10.1145/3379157.3391655","mag":"3032181218"},"language":"en","primary_location":{"id":"doi:10.1145/3379157.3391655","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3379157.3391655","pdf_url":null,"source":{"id":"https://openalex.org/S4306500162","display_name":"ACM Symposium on Eye Tracking Research and Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Symposium on Eye Tracking Research and Applications","raw_type":"proceedings-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/A5005197426","display_name":"David Bethge","orcid":"https://orcid.org/0000-0002-0031-0565"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]},{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"David Bethge","raw_affiliation_strings":["Porsche AG LMU Munich"],"affiliations":[{"raw_affiliation_string":"Porsche AG LMU Munich","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090016405","display_name":"Lewis L. Chuang","orcid":"https://orcid.org/0000-0002-1975-5716"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]},{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lewis Chuang","raw_affiliation_strings":["LMU Munich"],"affiliations":[{"raw_affiliation_string":"LMU Munich","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000638903","display_name":"Tobias Gro\u00dfe-Puppendahl","orcid":"https://orcid.org/0000-0003-4961-6554"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tobias Grosse-Puppendahl","raw_affiliation_strings":["Porsche AG"],"affiliations":[{"raw_affiliation_string":"Porsche AG","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005197426"],"corresponding_institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"],"apc_list":null,"apc_paid":null,"fwci":0.1512,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.46583449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9537000060081482,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9506999850273132,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7857568264007568},{"id":"https://openalex.org/keywords/transferability","display_name":"Transferability","score":0.6838082671165466},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.6803922653198242},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.6714379191398621},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6139042377471924},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6103765964508057},{"id":"https://openalex.org/keywords/happiness","display_name":"Happiness","score":0.5922530293464661},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5888482332229614},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.532826840877533},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5237239003181458},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5191258788108826},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42109960317611694},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4112662672996521},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3838596045970917},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34402239322662354},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34022700786590576},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09854325652122498}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7857568264007568},{"id":"https://openalex.org/C61272859","wikidata":"https://www.wikidata.org/wiki/Q7834031","display_name":"Transferability","level":3,"score":0.6838082671165466},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.6803922653198242},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.6714379191398621},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6139042377471924},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6103765964508057},{"id":"https://openalex.org/C2778999518","wikidata":"https://www.wikidata.org/wiki/Q8","display_name":"Happiness","level":2,"score":0.5922530293464661},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5888482332229614},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.532826840877533},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5237239003181458},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5191258788108826},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42109960317611694},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4112662672996521},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3838596045970917},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34402239322662354},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34022700786590576},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09854325652122498},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3379157.3391655","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3379157.3391655","pdf_url":null,"source":{"id":"https://openalex.org/S4306500162","display_name":"ACM Symposium on Eye Tracking Research and Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Symposium on Eye Tracking Research and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1575023497","https://openalex.org/W1974587732","https://openalex.org/W2036593095","https://openalex.org/W2064721261","https://openalex.org/W2088385127","https://openalex.org/W2140079265","https://openalex.org/W2157607046","https://openalex.org/W2468114283","https://openalex.org/W2511637758","https://openalex.org/W2600180401","https://openalex.org/W2786768213","https://openalex.org/W2900672720","https://openalex.org/W2900873580","https://openalex.org/W2911964244","https://openalex.org/W2936767706"],"related_works":["https://openalex.org/W2032086542","https://openalex.org/W2347830809","https://openalex.org/W2377373329","https://openalex.org/W4386390828","https://openalex.org/W162406202","https://openalex.org/W2349081792","https://openalex.org/W2384920399","https://openalex.org/W2958975824","https://openalex.org/W2161294397","https://openalex.org/W2012644758"],"abstract_inverted_index":{"How":[0],"are":[1],"strong":[2,34],"positive":[3],"affective":[4],"states":[5],"related":[6],"to":[7,16],"eye-tracking":[8,46],"features":[9,42,80],"and":[10,55],"how":[11],"can":[12],"they":[13],"be":[14],"used":[15],"appropriately":[17],"enhance":[18],"well-being":[19],"in":[20],"multimedia":[21],"consumption?":[22],"In":[23],"this":[24],"paper,":[25],"we":[26],"propose":[27],"a":[28,38,57,67,73],"robust":[29],"classification":[30],"algorithm":[31,65],"for":[32],"predicting":[33],"happy":[35],"emotions":[36],"from":[37,44],"large":[39],"set":[40],"of":[41,69,76,81],"acquired":[43],"wearable":[45],"glasses.":[47],"We":[48],"evaluate":[49],"the":[50,82],"potential":[51],"transferability":[52],"across":[53],"subjects":[54],"provide":[56],"model-agnostic":[58],"interpretable":[59],"feature":[60],"importance":[61],"metric.":[62],"Our":[63],"proposed":[64],"achieves":[66],"true-positive-rate":[68],"70%":[70],"while":[71],"keeping":[72],"low":[74],"false-positive-rate":[75],"10%":[77],"with":[78],"extracted":[79],"pupil":[83],"diameter":[84],"as":[85],"most":[86],"important":[87],"features.":[88]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-04T09:10:02.777135","created_date":"2025-10-10T00:00:00"}
