Fuzzy cognitive maps to evaluate the consumer desicion journey throughout the evaluation and understanding of the consumer motivation scale

80 páginas

Autores:
Uribe Guzman, Amalia
Tipo de recurso:
Fecha de publicación:
2021
Institución:
Universidad EIA .
Repositorio:
Repositorio EIA .
Idioma:
eng
OAI Identifier:
oai:repository.eia.edu.co:11190/4243
Acceso en línea:
https://repository.eia.edu.co/handle/11190/4243
Palabra clave:
Consumer motivation scale
Consumer decision journey
Deep learning models
Fuzzy cognitive maps
Neural networks
Neuromarketing
Rights
openAccess
License
Derechos Reservados - Universidad EIA, 2021
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dc.title.eng.fl_str_mv Fuzzy cognitive maps to evaluate the consumer desicion journey throughout the evaluation and understanding of the consumer motivation scale
title Fuzzy cognitive maps to evaluate the consumer desicion journey throughout the evaluation and understanding of the consumer motivation scale
spellingShingle Fuzzy cognitive maps to evaluate the consumer desicion journey throughout the evaluation and understanding of the consumer motivation scale
Consumer motivation scale
Consumer decision journey
Deep learning models
Fuzzy cognitive maps
Neural networks
Neuromarketing
title_short Fuzzy cognitive maps to evaluate the consumer desicion journey throughout the evaluation and understanding of the consumer motivation scale
title_full Fuzzy cognitive maps to evaluate the consumer desicion journey throughout the evaluation and understanding of the consumer motivation scale
title_fullStr Fuzzy cognitive maps to evaluate the consumer desicion journey throughout the evaluation and understanding of the consumer motivation scale
title_full_unstemmed Fuzzy cognitive maps to evaluate the consumer desicion journey throughout the evaluation and understanding of the consumer motivation scale
title_sort Fuzzy cognitive maps to evaluate the consumer desicion journey throughout the evaluation and understanding of the consumer motivation scale
dc.creator.fl_str_mv Uribe Guzman, Amalia
dc.contributor.advisor.none.fl_str_mv Peña Palacio, Juan Alejandro
dc.contributor.author.none.fl_str_mv Uribe Guzman, Amalia
dc.subject.proposal.eng.fl_str_mv Consumer motivation scale
Consumer decision journey
Deep learning models
Fuzzy cognitive maps
Neural networks
Neuromarketing
topic Consumer motivation scale
Consumer decision journey
Deep learning models
Fuzzy cognitive maps
Neural networks
Neuromarketing
description 80 páginas
publishDate 2021
dc.date.issued.none.fl_str_mv 2021
dc.date.accessioned.none.fl_str_mv 2022-01-27T22:23:22Z
dc.date.available.none.fl_str_mv 2022-01-27T22:23:22Z
dc.type.spa.fl_str_mv Trabajo de grado - Pregrado
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dc.identifier.uri.none.fl_str_mv https://repository.eia.edu.co/handle/11190/4243
dc.identifier.bibliographiccitation.none.fl_str_mv Uribe Guzman, A. (2021). Fuzzy cognitive maps to evaluate the consumer desicion journey throughout the evaluation and understanding of the consumer motivation scale [tesis de pregrado, Universidad EIA]. Repositorio Institucional Universidad EIA. https://repository.eia.edu.co/handle/11190/4243
url https://repository.eia.edu.co/handle/11190/4243
identifier_str_mv Uribe Guzman, A. (2021). Fuzzy cognitive maps to evaluate the consumer desicion journey throughout the evaluation and understanding of the consumer motivation scale [tesis de pregrado, Universidad EIA]. Repositorio Institucional Universidad EIA. https://repository.eia.edu.co/handle/11190/4243
dc.language.iso.spa.fl_str_mv eng
language eng
dc.rights.spa.fl_str_mv Derechos Reservados - Universidad EIA, 2021
dc.rights.uri.spa.fl_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.creativecommons.spa.fl_str_mv Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)
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rights_invalid_str_mv Derechos Reservados - Universidad EIA, 2021
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Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)
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eu_rights_str_mv openAccess
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dc.publisher.spa.fl_str_mv Universidad EIA
dc.publisher.program.spa.fl_str_mv Ingeniería Administrativa
dc.publisher.faculty.spa.fl_str_mv Escuela de Ciencias Económicas y Administrativas
dc.publisher.place.spa.fl_str_mv Envigado (Antioquia, Colombia)
institution Universidad EIA .
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spelling Peña Palacio, Juan Alejandrobbe0f32b96de7b8e8e1df454a17f7e75600Uribe Guzman, Amalia5d6328a81bb5d83c3c307ebe7ae8c7562022-01-27T22:23:22Z2022-01-27T22:23:22Z2021https://repository.eia.edu.co/handle/11190/4243Uribe Guzman, A. (2021). Fuzzy cognitive maps to evaluate the consumer desicion journey throughout the evaluation and understanding of the consumer motivation scale [tesis de pregrado, Universidad EIA]. Repositorio Institucional Universidad EIA. https://repository.eia.edu.co/handle/11190/424380 páginasABSTRACT: Taking into consideration the importance of understanding the consumer decision journey, along with being able to pick out the factors that drive the motivation of a consumer towards deciding to purchase or not a product is essential. It is a fact that by understanding and being able to predict consumer trends it is possible to boost up engagement people have with the products all new/existing businesses can offer. By utilizing an adequate consumer motivation scale to determine what drives the consumers and in that way develop new products, new campaigns, or even implement new services, it is possible to reach the unreachable and to dig into the neurological sides of consumers. By understanding this deeper, subconcious side of the consumer, it is possible to understand how to create a long-lasting effect in them. Using data and neuromarketing, it is possible to, at a big scale, determine what motivates a consumer to buy. This can then lead to understanding what products to offer and which market to offer it to increase the likelihood of adoption in its exposed market. The reason why new business ideas fail, or current business ideas get outgrown by the market is either due to the lack of product development, the selection of the incorrect targeted market, or the selection of an inadequate value proposition. If all these are not chosen with the consumer’s psycology on mind then the consumer believes he or she “needs” rather than “wants”, which generates a delay in the purchasing action. With the above in mind and using data-intense analytic studies, composed of fuzzy cognitive maps and concluding by deep learning models, it was possible to identify the key variables of the consumer motivation scale for all tourism products. In this way, opening the door to a new way of thinking. A neuromarketing-oriented marketing strategy that creates the “Why?” before anything else in product development, market development, or simply a product penetration goal. This strategy then allows businesses to start with the need or purpose they need to solve and the key variables the product needs to cover, to then release something to the market. In that way, the product will be something that the consumer psychologically, is already looking for. In this way, two different phases of the project were created where two different models were proposed. Then, through different deep learning models, one was selected and brought a consumer motivation scale as the final product.PregradoIngeniero(a) Administrativo(a)application/pdfengUniversidad EIAIngeniería AdministrativaEscuela de Ciencias Económicas y AdministrativasEnvigado (Antioquia, Colombia)Derechos Reservados - Universidad EIA, 2021https://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessAtribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)http://purl.org/coar/access_right/c_abf2Fuzzy cognitive maps to evaluate the consumer desicion journey throughout the evaluation and understanding of the consumer motivation scaleTrabajo de grado - Pregradoinfo:eu-repo/semantics/bachelorThesisinfo:eu-repo/semantics/publishedVersionTexthttps://purl.org/redcol/resource_type/TPhttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_7a1fConsumer motivation scaleConsumer decision journeyDeep learning modelsFuzzy cognitive mapsNeural networksNeuromarketingPublicationLICENSElicense.txtlicense.txttext/plain; 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