{"id":"https://openalex.org/W2946073989","doi":"https://doi.org/10.21437/interspeech.2019-2489","title":"Modeling User Context for Valence Prediction from Narratives","display_name":"Modeling User Context for Valence Prediction from Narratives","publication_year":2019,"publication_date":"2019-09-13","ids":{"openalex":"https://openalex.org/W2946073989","doi":"https://doi.org/10.21437/interspeech.2019-2489","mag":"2946073989"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2019-2489","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2019-2489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2019","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1905.05701","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024939530","display_name":"Aniruddha Tammewar","orcid":"https://orcid.org/0000-0001-7605-3967"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Aniruddha Tammewar","raw_affiliation_strings":["Signals and Interactive Systems Lab, University of Trento"],"affiliations":[{"raw_affiliation_string":"Signals and Interactive Systems Lab, University of Trento","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079573922","display_name":"Alessandra Cervone","orcid":"https://orcid.org/0000-0003-0608-1553"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandra Cervone","raw_affiliation_strings":["Signals and Interactive Systems Lab, University of Trento"],"affiliations":[{"raw_affiliation_string":"Signals and Interactive Systems Lab, University of Trento","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005569375","display_name":"Eva-Maria Me\u00dfner","orcid":"https://orcid.org/0000-0001-6100-8354"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eva-Maria Messner","raw_affiliation_strings":["Clinical Psychology and Psychotherapy, University of Ulm"],"affiliations":[{"raw_affiliation_string":"Clinical Psychology and Psychotherapy, University of Ulm","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062879885","display_name":"Giuseppe Riccardi","orcid":"https://orcid.org/0000-0002-0739-8184"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Riccardi","raw_affiliation_strings":["Signals and Interactive Systems Lab, University of Trento"],"affiliations":[{"raw_affiliation_string":"Signals and Interactive Systems Lab, University of Trento","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024939530"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":1.8889,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.85602601,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3252","last_page":"3256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T12488","display_name":"Mental Health via Writing","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T13283","display_name":"Mental Health Research Topics","score":0.9969000220298767,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.9922000169754028,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.8493447303771973},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.8474171161651611},{"id":"https://openalex.org/keywords/valence","display_name":"Valence (chemistry)","score":0.7444031238555908},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.674726665019989},{"id":"https://openalex.org/keywords/emotional-valence","display_name":"Emotional valence","score":0.4969785511493683},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4943673610687256},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.4298170804977417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3906937837600708},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3096604347229004},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.15311387181282043},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.15234330296516418},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.09434539079666138}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.8493447303771973},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.8474171161651611},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.7444031238555908},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.674726665019989},{"id":"https://openalex.org/C3020774634","wikidata":"https://www.wikidata.org/wiki/Q3113318","display_name":"Emotional valence","level":3,"score":0.4969785511493683},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4943673610687256},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4298170804977417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3906937837600708},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3096604347229004},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.15311387181282043},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.15234330296516418},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.09434539079666138},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.21437/interspeech.2019-2489","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2019-2489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2019","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1905.05701","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1905.05701","pdf_url":"https://arxiv.org/pdf/1905.05701","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:iris.unitn.it:11572/250234","is_oa":true,"landing_page_url":"https://www.isca-speech.org/archive/Interspeech_2019/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1905.05701","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1905.05701","pdf_url":"https://arxiv.org/pdf/1905.05701","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6399999856948853,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1975938209","https://openalex.org/W2003393830","https://openalex.org/W2050709690","https://openalex.org/W2051960802","https://openalex.org/W2054164970","https://openalex.org/W2056991655","https://openalex.org/W2062808044","https://openalex.org/W2101234009","https://openalex.org/W2131774270","https://openalex.org/W2133564696","https://openalex.org/W2134031328","https://openalex.org/W2144211451","https://openalex.org/W2157331557","https://openalex.org/W2250539671","https://openalex.org/W2888784284","https://openalex.org/W2889025398","https://openalex.org/W2889327511","https://openalex.org/W2889334839","https://openalex.org/W2889342907","https://openalex.org/W2889468383","https://openalex.org/W2964308564","https://openalex.org/W4241220173"],"related_works":["https://openalex.org/W4243820032","https://openalex.org/W2915671565","https://openalex.org/W4312138225","https://openalex.org/W4252711001","https://openalex.org/W2015330565","https://openalex.org/W4385436741","https://openalex.org/W4283756072","https://openalex.org/W3106026632","https://openalex.org/W2034258736","https://openalex.org/W2032173903"],"abstract_inverted_index":{"Automated":[0],"prediction":[1,46],"of":[2,7,26,30,44,72,117,153,180],"valence,":[3],"one":[4],"key":[5],"feature":[6],"a":[8,50],"person's":[9],"emotional":[10,183],"state,":[11,184],"from":[12,58,83],"individuals'":[13,59],"personal":[14],"narratives":[15,85,119,145],"may":[16],"provide":[17,132],"crucial":[18],"information":[19,71,82,112],"for":[20,68],"mental":[21,27],"healthcare":[22],"(e.g.":[23,138],"early":[24],"diagnosis":[25],"diseases,":[28],"supervision":[29],"disease":[31],"course,":[32],"etc.).":[33],"In":[34,75],"the":[35,42,63,73,80,88,114,144,167],"Interspeech":[36],"2018":[37],"ComParE":[38],"Self-Assessed":[39],"Affect":[40],"challenge,":[41],"task":[43,64],"valence":[45],"was":[47],"framed":[48],"as":[49,113,185],"three-class":[51],"classification":[52],"problem":[53],"using":[54],"8":[55],"seconds":[56],"fragments":[57],"narratives.":[60,74,163,189],"As":[61],"such,":[62],"did":[65],"not":[66],"allow":[67],"exploring":[69],"contextual":[70],"this":[76],"work,":[77],"we":[78,103],"investigate":[79],"intrinsic":[81],"multiple":[84,157],"recounted":[86],"by":[87],"same":[89],"individual":[90],"in":[91,101,143],"order":[92],"to":[93,105,123,149,161,171,176,187],"predict":[94],"their":[95],"current":[96],"state-of-mind.":[97],"Furthermore,":[98],"with":[99],"generalizability":[100],"mind,":[102],"decided":[104],"focus":[106],"our":[107],"experiments":[108],"exclusively":[109],"on":[110],"textual":[111],"public":[115],"availability":[116],"audio":[118],"is":[120],"limited":[121],"compared":[122,186],"text.":[124],"Our":[125],"hypothesis":[126],"is,":[127],"that":[128,146,166],"context":[129],"modeling":[130],"might":[131],"insights":[133],"about":[134],"emotion":[135],"triggering":[136],"concepts":[137],"events,":[139],"people,":[140],"places)":[141],"mentioned":[142],"are":[147,169],"linked":[148],"an":[150,181],"individual's":[151,182],"state":[152],"mind.":[154],"We":[155,164],"explore":[156],"machine":[158],"learning":[159],"techniques":[160],"model":[162],"find":[165],"models":[168],"able":[170],"capture":[172],"inter-individual":[173],"differences,":[174],"leading":[175],"more":[177],"accurate":[178],"predictions":[179],"single":[188]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
