{"id":"https://openalex.org/W4293192607","doi":"https://doi.org/10.1109/taffc.2022.3155105","title":"I Enjoy Writing and Playing, Do You?: A Personalized and Emotion Grounded Dialogue Agent Using Generative Adversarial Network","display_name":"I Enjoy Writing and Playing, Do You?: A Personalized and Emotion Grounded Dialogue Agent Using Generative Adversarial Network","publication_year":2022,"publication_date":"2022-02-28","ids":{"openalex":"https://openalex.org/W4293192607","doi":"https://doi.org/10.1109/taffc.2022.3155105"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2022.3155105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2022.3155105","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-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/A5089625578","display_name":"Mauajama Firdaus","orcid":"https://orcid.org/0000-0001-7485-5974"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mauajama Firdaus","raw_affiliation_strings":["Department of Computer Science and Engineering, IIT Patna, Patna, Bihar, India"],"raw_orcid":"https://orcid.org/0000-0001-7485-5974","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, IIT Patna, Patna, Bihar, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049034631","display_name":"Naveen Thangavelu","orcid":null},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Naveen Thangavelu","raw_affiliation_strings":["Department of Computer Science and Engineering, IIT Patna, Patna, Bihar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, IIT Patna, Patna, Bihar, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085370631","display_name":"Asif Ekbal","orcid":"https://orcid.org/0000-0003-3612-8834"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Asif Ekbal","raw_affiliation_strings":["Department of Computer Science and Engineering, IIT Patna, Patna, Bihar, India"],"raw_orcid":"https://orcid.org/0000-0003-3612-8834","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, IIT Patna, Patna, Bihar, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065100828","display_name":"Pushpak Bhattacharyya","orcid":"https://orcid.org/0000-0001-5319-5508"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pushpak Bhattacharyya","raw_affiliation_strings":["Department of Computer Science and Engineering, IIT Bombay, Mumbai, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, IIT Bombay, Mumbai, Maharashtra, India","institution_ids":["https://openalex.org/I162827531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9682,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.88188689,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"14","issue":"3","first_page":"2127","last_page":"2138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994000196456909,"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/T12128","display_name":"AI in Service Interactions","score":0.9951000213623047,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9914000034332275,"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/persona","display_name":"Persona","score":0.9300469160079956},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7423096895217896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6922619938850403},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6202735304832458},{"id":"https://openalex.org/keywords/chatbot","display_name":"Chatbot","score":0.5287760496139526},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5162670612335205},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5106495022773743},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.48893824219703674},{"id":"https://openalex.org/keywords/empathy","display_name":"Empathy","score":0.47274813055992126},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44462883472442627},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4318656623363495},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3507058322429657},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23933440446853638},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.18365263938903809}],"concepts":[{"id":"https://openalex.org/C313442","wikidata":"https://www.wikidata.org/wiki/Q778556","display_name":"Persona","level":2,"score":0.9300469160079956},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7423096895217896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6922619938850403},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6202735304832458},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.5287760496139526},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5162670612335205},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5106495022773743},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.48893824219703674},{"id":"https://openalex.org/C2779885105","wikidata":"https://www.wikidata.org/wiki/Q182263","display_name":"Empathy","level":2,"score":0.47274813055992126},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44462883472442627},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4318656623363495},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3507058322429657},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23933440446853638},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.18365263938903809},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taffc.2022.3155105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2022.3155105","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5400000214576721,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320325255","display_name":"Ministry of Electronics and Information technology","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":125,"referenced_works":["https://openalex.org/W179875071","https://openalex.org/W1494910745","https://openalex.org/W1533861849","https://openalex.org/W1591706642","https://openalex.org/W1902237438","https://openalex.org/W1948566616","https://openalex.org/W1975879668","https://openalex.org/W2005727185","https://openalex.org/W2016589492","https://openalex.org/W2072192327","https://openalex.org/W2095705004","https://openalex.org/W2130942839","https://openalex.org/W2154652894","https://openalex.org/W2250539671","https://openalex.org/W2498826556","https://openalex.org/W2572102653","https://openalex.org/W2581637843","https://openalex.org/W2608438166","https://openalex.org/W2625977873","https://openalex.org/W2740582239","https://openalex.org/W2756487349","https://openalex.org/W2761590056","https://openalex.org/W2785523195","https://openalex.org/W2786472963","https://openalex.org/W2804547589","https://openalex.org/W2805005636","https://openalex.org/W2886365429","https://openalex.org/W2890394457","https://openalex.org/W2890727862","https://openalex.org/W2892153332","https://openalex.org/W2896457183","https://openalex.org/W2900227126","https://openalex.org/W2929134750","https://openalex.org/W2936412271","https://openalex.org/W2945978556","https://openalex.org/W2950009015","https://openalex.org/W2951008357","https://openalex.org/W2951450739","https://openalex.org/W2951583236","https://openalex.org/W2952088495","https://openalex.org/W2952723239","https://openalex.org/W2955539078","https://openalex.org/W2962796276","https://openalex.org/W2962806234","https://openalex.org/W2963167310","https://openalex.org/W2963188990","https://openalex.org/W2963301433","https://openalex.org/W2963688701","https://openalex.org/W2963695965","https://openalex.org/W2963825865","https://openalex.org/W2963903950","https://openalex.org/W2963963856","https://openalex.org/W2964238590","https://openalex.org/W2964309167","https://openalex.org/W2964352131","https://openalex.org/W2965373594","https://openalex.org/W2965718149","https://openalex.org/W2969869210","https://openalex.org/W2970303069","https://openalex.org/W2971277071","https://openalex.org/W2978017171","https://openalex.org/W2979478117","https://openalex.org/W2989312920","https://openalex.org/W2996428491","https://openalex.org/W2996822578","https://openalex.org/W2997892440","https://openalex.org/W3001434439","https://openalex.org/W3010385440","https://openalex.org/W3022187094","https://openalex.org/W3022327347","https://openalex.org/W3034242983","https://openalex.org/W3034720580","https://openalex.org/W3034999754","https://openalex.org/W3035044096","https://openalex.org/W3038115231","https://openalex.org/W3048664667","https://openalex.org/W3049481998","https://openalex.org/W3087428395","https://openalex.org/W3090684352","https://openalex.org/W3091061106","https://openalex.org/W3098641803","https://openalex.org/W3100719877","https://openalex.org/W3105906861","https://openalex.org/W3106003309","https://openalex.org/W3106007100","https://openalex.org/W3110986327","https://openalex.org/W3111939271","https://openalex.org/W3113225429","https://openalex.org/W3195638179","https://openalex.org/W4206535058","https://openalex.org/W4251742697","https://openalex.org/W4287816780","https://openalex.org/W4292542163","https://openalex.org/W4300326073","https://openalex.org/W4385245566","https://openalex.org/W6629637077","https://openalex.org/W6631943919","https://openalex.org/W6635590879","https://openalex.org/W6638318767","https://openalex.org/W6674330103","https://openalex.org/W6679436768","https://openalex.org/W6682631176","https://openalex.org/W6739102401","https://openalex.org/W6739518637","https://openalex.org/W6739901393","https://openalex.org/W6745297980","https://openalex.org/W6745553288","https://openalex.org/W6747620207","https://openalex.org/W6755207826","https://openalex.org/W6760954190","https://openalex.org/W6766673545","https://openalex.org/W6767209724","https://openalex.org/W6768021236","https://openalex.org/W6768851824","https://openalex.org/W6770413283","https://openalex.org/W6773332742","https://openalex.org/W6775161882","https://openalex.org/W6775168622","https://openalex.org/W6776332551","https://openalex.org/W6776889796","https://openalex.org/W6783839213","https://openalex.org/W6785378582","https://openalex.org/W6787035385","https://openalex.org/W6787937473","https://openalex.org/W6898505805"],"related_works":["https://openalex.org/W4383501580","https://openalex.org/W4214931137","https://openalex.org/W4313813117","https://openalex.org/W4382052417","https://openalex.org/W3192088754","https://openalex.org/W4387007686","https://openalex.org/W3084631705","https://openalex.org/W3176146353","https://openalex.org/W4293646425","https://openalex.org/W3150216605"],"abstract_inverted_index":{"Social":[0],"chatbots":[1],"have":[2],"gained":[3],"immense":[4],"popularity,":[5],"and":[6,32,44,49,75,93,111,153,172,183],"their":[7,11,21],"appeal":[8],"lies":[9],"in":[10,20,52,76,155,186],"capacity":[12],"to":[13,15,23,38,72,99,105,113,132,144,192],"respond":[14,73],"diverse":[16],"requests,":[17],"but":[18],"also":[19],"ability":[22],"develop":[24,31],"an":[25,177],"emotional":[26,50],"connection":[27],"with":[28,78,126],"users.":[29],"To":[30],"promote":[33],"social":[34],"chatbots,":[35],"we":[36,58],"need":[37],"concentrate":[39],"on":[40],"increasing":[41],"user":[42,110],"interaction":[43],"consider":[45],"both":[46,170],"the":[47,60,68,70,79,82,106,109,114,127,133,147,151,161,166,187,193],"intellectual":[48],"quotient":[51],"conversational":[53],"agents.":[54],"In":[55],"this":[56],"work,":[57],"propose":[59],"task":[61],"of":[62,81,108,179],"empathetic,":[63],"personalized":[64],"dialogue":[65,128],"generation":[66],"giving":[67],"machine":[69],"capability":[71],"emotionally":[74],"accordance":[77],"persona":[80,117,154],"user.":[83],"We":[84,175],"design":[85],"a":[86],"generative":[87],"adversarial":[88,139],"framework,":[89],"named":[90],"EP-GAN":[91,162],"(Empathy":[92],"Persona":[94],"aware":[95],"Generative":[96],"Adversarial":[97],"Network)":[98],"generate":[100],"responses":[101,149],"that":[102,160],"are":[103,130],"sensitive":[104],"emotion":[107,152,188],"corresponds":[112],"persona.":[115],"The":[116],"information":[118],"is":[119,142],"encoded":[120],"as":[121],"memory":[122],"vectors":[123],"that,":[124],"along":[125],"history,":[129],"fed":[131],"decoder":[134],"for":[135,169],"generation.":[136],"An":[137],"interactive":[138],"learning":[140],"framework":[141,163],"implemented":[143],"verify":[145],"whether":[146],"generated":[148],"elicit":[150],"dialogues.":[156],"Experimental":[157],"results":[158],"show":[159],"significantly":[164],"outperforms":[165],"existing":[167],"baselines":[168],"automatic":[171],"manual":[173],"evaluation.":[174],"achieve":[176],"improvement":[178],"1":[180],"point":[181],"BLEU-4":[182],"2":[184],"points":[185],"accuracy":[189],"metric":[190],"compared":[191],"best":[194],"performing":[195],"baseline.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}