Conversational AI-Based Technological Solution for Intelligent Customer Service

Descripción del Articulo

Virtual assistants are used to complement user navigation and experience through e-commerce platforms and online services. Several studies show that customer experience is significantly improved when virtual assistants exhibit human-like attention and provide personalized recommendations tailored to...

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Detalles Bibliográficos
Autores: Chumpitaz Terry, Alessandro, Yanqui Huarocc, Liliana, Burga-Durango, Daniel
Formato: artículo
Fecha de Publicación:2024
Institución:Universidad Peruana de Ciencias Aplicadas
Repositorio:UPC-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorioacademico.upc.edu.pe:10757/676090
Enlace del recurso:http://hdl.handle.net/10757/676090
Nivel de acceso:acceso embargado
Materia:Conversational Agent
Conversational AI
Customer Service
Virtual Assistant
Voice Assistant
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dc.title.es_PE.fl_str_mv Conversational AI-Based Technological Solution for Intelligent Customer Service
title Conversational AI-Based Technological Solution for Intelligent Customer Service
spellingShingle Conversational AI-Based Technological Solution for Intelligent Customer Service
Chumpitaz Terry, Alessandro
Conversational Agent
Conversational AI
Customer Service
Virtual Assistant
Voice Assistant
title_short Conversational AI-Based Technological Solution for Intelligent Customer Service
title_full Conversational AI-Based Technological Solution for Intelligent Customer Service
title_fullStr Conversational AI-Based Technological Solution for Intelligent Customer Service
title_full_unstemmed Conversational AI-Based Technological Solution for Intelligent Customer Service
title_sort Conversational AI-Based Technological Solution for Intelligent Customer Service
author Chumpitaz Terry, Alessandro
author_facet Chumpitaz Terry, Alessandro
Yanqui Huarocc, Liliana
Burga-Durango, Daniel
author_role author
author2 Yanqui Huarocc, Liliana
Burga-Durango, Daniel
author2_role author
author
dc.contributor.author.fl_str_mv Chumpitaz Terry, Alessandro
Yanqui Huarocc, Liliana
Burga-Durango, Daniel
dc.subject.es_PE.fl_str_mv Conversational Agent
Conversational AI
Customer Service
Virtual Assistant
Voice Assistant
topic Conversational Agent
Conversational AI
Customer Service
Virtual Assistant
Voice Assistant
description Virtual assistants are used to complement user navigation and experience through e-commerce platforms and online services. Several studies show that customer experience is significantly improved when virtual assistants exhibit human-like attention and provide personalized recommendations tailored to individual preferences and needs. To achieve this, the assistant can make use of Natural Language Processing, which enables understanding of human language along with responses. This study develops a virtual assistant focused on conversational AI which is implemented in a poultry retail’s website to improve customer experience. To validate the benefits of the implementation, we collected feedback from a group of 58 customers in the city of Lima that interacted with the virtual assistant. In this way, results showed that the virtual assistant generated a positive impact on customer service with an average of 83.66% across dimensions such as usability, functionality, and customer satisfaction.
publishDate 2024
dc.date.accessioned.none.fl_str_mv 2024-10-11T12:21:31Z
dc.date.available.none.fl_str_mv 2024-10-11T12:21:31Z
dc.date.issued.fl_str_mv 2024-01-01
dc.type.es_PE.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.issn.none.fl_str_mv 18650929
dc.identifier.doi.none.fl_str_mv 10.1007/978-3-031-58953-9_16
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10757/676090
dc.identifier.eissn.none.fl_str_mv 18650937
dc.identifier.journal.es_PE.fl_str_mv Communications in Computer and Information Science
dc.identifier.eid.none.fl_str_mv 2-s2.0-85196053334
dc.identifier.scopusid.none.fl_str_mv SCOPUS_ID:85196053334
identifier_str_mv 18650929
10.1007/978-3-031-58953-9_16
18650937
Communications in Computer and Information Science
2-s2.0-85196053334
SCOPUS_ID:85196053334
url http://hdl.handle.net/10757/676090
dc.language.iso.es_PE.fl_str_mv eng
language eng
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eu_rights_str_mv embargoedAccess
dc.format.es_PE.fl_str_mv application/html
dc.publisher.es_PE.fl_str_mv Springer Science and Business Media Deutschland GmbH
dc.source.none.fl_str_mv reponame:UPC-Institucional
instname:Universidad Peruana de Ciencias Aplicadas
instacron:UPC
instname_str Universidad Peruana de Ciencias Aplicadas
instacron_str UPC
institution UPC
reponame_str UPC-Institucional
collection UPC-Institucional
dc.source.journaltitle.none.fl_str_mv Communications in Computer and Information Science
dc.source.volume.none.fl_str_mv 2050 CCIS
dc.source.beginpage.none.fl_str_mv 197
dc.source.endpage.none.fl_str_mv 210
bitstream.url.fl_str_mv https://repositorioacademico.upc.edu.pe/bitstream/10757/676090/1/license.txt
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spelling 06cedb6f205b5ab40b5799f88a21f6444711af119d640ee690db5484f9cd49d1b579856d14cc2b70198b6f6865299048Chumpitaz Terry, AlessandroYanqui Huarocc, LilianaBurga-Durango, Daniel2024-10-11T12:21:31Z2024-10-11T12:21:31Z2024-01-011865092910.1007/978-3-031-58953-9_16http://hdl.handle.net/10757/67609018650937Communications in Computer and Information Science2-s2.0-85196053334SCOPUS_ID:85196053334Virtual assistants are used to complement user navigation and experience through e-commerce platforms and online services. Several studies show that customer experience is significantly improved when virtual assistants exhibit human-like attention and provide personalized recommendations tailored to individual preferences and needs. To achieve this, the assistant can make use of Natural Language Processing, which enables understanding of human language along with responses. This study develops a virtual assistant focused on conversational AI which is implemented in a poultry retail’s website to improve customer experience. To validate the benefits of the implementation, we collected feedback from a group of 58 customers in the city of Lima that interacted with the virtual assistant. In this way, results showed that the virtual assistant generated a positive impact on customer service with an average of 83.66% across dimensions such as usability, functionality, and customer satisfaction.application/htmlengSpringer Science and Business Media Deutschland GmbHinfo:eu-repo/semantics/embargoedAccessConversational AgentConversational AICustomer ServiceVirtual AssistantVoice AssistantConversational AI-Based Technological Solution for Intelligent Customer Serviceinfo:eu-repo/semantics/articleCommunications in Computer and Information Science2050 CCIS197210reponame:UPC-Institucionalinstname:Universidad Peruana de Ciencias Aplicadasinstacron:UPCLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorioacademico.upc.edu.pe/bitstream/10757/676090/1/license.txt8a4605be74aa9ea9d79846c1fba20a33MD51false10757/676090oai:repositorioacademico.upc.edu.pe:10757/6760902024-10-11 12:21:43.791Repositorio académico upcupc@openrepository.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