{"id":"https://openalex.org/W7161726398","doi":"https://doi.org/10.48550/arxiv.2605.17684","title":"EGI: A Multimodal Emotional AI Framework for Enhancing Scrum Master Real-time Self-Awareness","display_name":"EGI: A Multimodal Emotional AI Framework for Enhancing Scrum Master Real-time Self-Awareness","publication_year":2026,"publication_date":"2026-05-17","ids":{"openalex":"https://openalex.org/W7161726398","doi":"https://doi.org/10.48550/arxiv.2605.17684"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.17684","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.17684","pdf_url":null,"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.17684","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136470542","display_name":"Jingni Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huang, Jingni","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5136494430","display_name":"Peter Bloodsworth","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bloodsworth, Peter","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.13369999825954437,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.13369999825954437,"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/T12128","display_name":"AI in Service Interactions","score":0.10570000112056732,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.061799999326467514,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.592199981212616},{"id":"https://openalex.org/keywords/scrum","display_name":"Scrum","score":0.5889000296592712},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5404999852180481},{"id":"https://openalex.org/keywords/emotional-intelligence","display_name":"Emotional intelligence","score":0.45809999108314514},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4212000072002411},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3894999921321869},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.3725999891757965},{"id":"https://openalex.org/keywords/emotional-expression","display_name":"Emotional expression","score":0.3671000003814697}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6244000196456909},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.592199981212616},{"id":"https://openalex.org/C147579259","wikidata":"https://www.wikidata.org/wiki/Q460387","display_name":"Scrum","level":4,"score":0.5889000296592712},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5404999852180481},{"id":"https://openalex.org/C174107131","wikidata":"https://www.wikidata.org/wiki/Q191591","display_name":"Emotional intelligence","level":2,"score":0.45809999108314514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42410001158714294},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4212000072002411},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3894999921321869},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.3725999891757965},{"id":"https://openalex.org/C143110190","wikidata":"https://www.wikidata.org/wiki/Q5373787","display_name":"Emotional expression","level":2,"score":0.3671000003814697},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.3625999987125397},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.33880001306533813},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32829999923706055},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2985999882221222},{"id":"https://openalex.org/C179926584","wikidata":"https://www.wikidata.org/wiki/Q207714","display_name":"Transcription (linguistics)","level":2,"score":0.29589998722076416},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.27410000562667847},{"id":"https://openalex.org/C2778371403","wikidata":"https://www.wikidata.org/wiki/Q7672049","display_name":"TUTOR","level":2,"score":0.2687999904155731},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.2687000036239624},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.266400009393692},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2639999985694885},{"id":"https://openalex.org/C68859911","wikidata":"https://www.wikidata.org/wiki/Q1503724","display_name":"Pattern matching","level":2,"score":0.25}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.17684","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.17684","pdf_url":null,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.17684","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.17684","pdf_url":null,"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5474246144294739}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"While":[0],"increasing":[1],"research":[2],"focuses":[3],"on":[4,28],"the":[5,49,149],"emotional":[6,74],"well-being":[7],"of":[8,53,110,151],"agile":[9,129],"team":[10,29,159],"members,":[11],"a":[12,36,65],"significant":[13],"gap":[14],"remains":[15],"in":[16,76,85,112],"emotion":[17,93,125],"monitoring":[18],"studies":[19],"for":[20,69],"Scrum":[21,132],"Masters":[22,133],"and":[23,43,88,134,139,147,157],"meeting":[24,114,135],"organizers,":[25],"whose":[26],"impact":[27],"dynamics":[30],"is":[31,58],"crucial.":[32],"This":[33,57],"paper":[34],"proposes":[35],"novel":[37],"application":[38],"integrating":[39],"four":[40],"carefully":[41],"selected":[42],"recommended":[44],"AI":[45,99],"models":[46],"to":[47,72,82,142],"monitor":[48],"unconsciously":[50],"expressed":[51],"emotions":[52],"these":[54],"key":[55],"roles.":[56],"achieved":[59,103],"through:":[60],"real-":[61,120],"time":[62,121],"transcription":[63],"using":[64,95],"speech-to-text":[66],"model;":[67],"thresholding":[68],"intonation":[70],"analysis":[71],"detect":[73],"cues":[75],"prosody;":[77],"applying":[78],"emotion-based":[79],"vocabulary":[80],"matching":[81],"identify":[83,146],"sentiment":[84],"spoken":[86],"content;":[87],"providing":[89,131],"context-aware":[90],"suggestions":[91,141],"containing":[92],"keywords":[94],"an":[96,104],"open-source,":[97],"multi-module":[98],"API.":[100],"The":[101],"system":[102],"ASR":[105],"word":[106],"error":[107],"rate":[108],"WER":[109],"10%":[111],"simulated":[113,128],"environments.":[115],"Our":[116],"evaluation":[117],"shows":[118],"that":[119],"feedback":[122],"significantly":[123],"improves":[124],"awareness":[126],"during":[127],"meetings,":[130],"organizers":[136],"with":[137],"real-time":[138],"practical":[140],"help":[143],"them":[144],"quickly":[145],"minimize":[148],"expression":[150],"negative":[152],"emotions,":[153],"fostering":[154],"more":[155],"positive":[156],"effective":[158],"interactions.":[160]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-05-20T00:00:00"}