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wcyS9LcrhKbs3JnZE8WpLjkRxcTW6vktMleTXWa3y/JF+N5HQkN1bJ/c0eT5bk95H8OtbvcfZO2+e4NpIvR/J4Tr4bycmcHE3JJyP5YSR7U3J/Su6N5N6U3Lia/DSSz0by7ea3d+fkwZw8n5Kjkfw5J6+X5PpI/piTR/P5ez/b+99cG+efb89PLqy1N52fn53t4ppH4/I9/2/H8/vP82D1z985u7+78/ru/+ueP47k6XvuYX/rv7l1Ye3T5cO6Q4DL/A3tiOK5UhJU5wAAAABJRU5ErkJggg==)
Recibido el 14/11/22 Aceptado el 08/01/23
ISSN 0798- 1406 ~ De pó si to le gal pp 198502ZU132
Cues tio nes Po lí ti cas
La re vis ta Cues tio nes Po lí ti cas, es una pu bli ca ción aus pi cia da por el Ins ti tu to
de Es tu dios Po lí ti cos y De re cho Pú bli co “Dr. Hum ber to J. La Ro che” (IEPDP) de la Fa-
cul tad de Cien cias Ju rí di cas y Po lí ti cas de la Uni ver si dad del Zu lia.
En tre sus ob je ti vos fi gu ran: con tri buir con el pro gre so cien tí fi co de las Cien cias
Hu ma nas y So cia les, a tra vés de la di vul ga ción de los re sul ta dos lo gra dos por sus in ves-
ti ga do res; es ti mu lar la in ves ti ga ción en es tas áreas del sa ber; y pro pi ciar la pre sen ta-
ción, dis cu sión y con fron ta ción de las ideas y avan ces cien tí fi cos con com pro mi so so cial.
Cues tio nes Po lí ti cas apa re ce dos ve ces al año y pu bli ca tra ba jos ori gi na les con
avan ces o re sul ta dos de in ves ti ga ción en las áreas de Cien cia Po lí ti ca y De re cho Pú bli-
co, los cua les son so me ti dos a la con si de ra ción de ár bi tros ca li fi ca dos.
ESTA PU BLI CA CIÓN APA RE CE RE SE ÑA DA, EN TRE OTROS ÍN DI CES, EN
:
Re vicyhLUZ, In ter na tio nal Po li ti cal Scien ce Abs tracts, Re vis ta In ter ame ri ca na de
Bi blio gra fía, en el Cen tro La ti no ame ri ca no para el De sa rrol lo (CLAD), en Bi blio-
gra fía So cio Eco nó mi ca de Ve ne zue la de RE DIN SE, In ter na tio nal Bi blio graphy of
Po li ti cal Scien ce, Re vencyt, His pa nic Ame ri can Pe rio di cals In dex/HAPI), Ul ri ch’s
Pe rio di cals Di rec tory, EBS CO. Se en cuen tra acre di ta da al Re gis tro de Pu bli ca cio-
nes Cien tí fi cas y Tec no ló gi cas Ve ne zo la nas del FO NA CIT, La tin dex.
Di rec to ra
L
OIRALITH
M. C
HIRINOS
P
ORTILLO
Co mi té Edi tor
Eduviges Morales Villalobos
Fabiola Tavares Duarte
Ma ría Eu ge nia Soto Hernández
Nila Leal González
Carmen Pérez Baralt
Co mi té Ase sor
Pedro Bracho Grand
J. M. Del ga do Ocan do
José Ce rra da
Ri car do Com bel las
An gel Lom bar di
Die ter Nohlen
Al fre do Ra mos Ji mé nez
Go ran Ther born
Frie drich Welsch
Asis ten tes Ad mi nis tra ti vos
Joan López Urdaneta y Nil da Ma rín
Re vis ta Cues tio nes Po lí ti cas. Av. Gua ji ra. Uni ver si dad del Zu lia. Nú cleo Hu ma nís ti co. Fa-
cul tad de Cien cias Ju rí di cas y Po lí ti cas. Ins ti tu to de Es tu dios Po lí ti cos y De re cho Pú bli co
“Dr. Hum ber to J. La Ro che”. Ma ra cai bo, Ve ne zue la. E- mail: cues tio nes po li ti cas@gmail.
com ~ loi chi ri nos por til lo@gmail.com. Te le fax: 58- 0261- 4127018.
Vol. 41, Nº 76 (2023), 528-539
IEPDP-Facultad de Ciencias Jurídicas y Políticas - LUZ
Inteligencia articial y nuevas formas
de gobierno en la era digital
DOI: https://doi.org/10.46398/cuestpol.4176.31
Tetiana Fursykova *
Liudmyla Chystiakova **
Svitlana Shlianchak ***
Olena Kravchenko ****
Yurii Kuris *****
Resumen
En el momento actual marcado por la impronta de la era digital
y por los avances tecnológicos de la cuarta revolución industrial,
la inteligencia articial IA ha sido desarrollada en diferentes
actividades humanas, tales como: la salud, el entretenimiento, la
seguridad, las telecomunicaciones, el arte y el gobierno. En este
sentido, el objetivo de este artículo fue analizar las capacidades
de la IA en las nuevas formas de gobierno digital, entre las que
destacan: las ciudades inteligentes, el gobierno abierto y la democracia 2.0.
Metodológicamente se trata de una investigación documental, basada en
algunos aspectos del método cartesiano. Además, se utilizó la técnica de las
entrevistas abiertas a dos cientícos sociales para conocer su opinión sobre
los posibles problemas y benecios que trae consigo el uso de la IA en las
labores de gobierno. La información analizada permite concluir que, en el
futuro próximo será muy común el empleo de la IA en distintitas actividades
de gobierno, para incrementar la eciencia y ecacia en la gestión pública
y reducir las tradicionales prácticas de corrupción. No obstante, no se
descartan los problemas que la IA puede tener en términos tecnológicos y
políticos para el ser verdadero de la democracia.
Palabras clave: inteligencia articial; gobierno digital; democracia
tecnológica; era digital; metaversos políticos.
* Volodymyr Vynnychenko Central Ukrainian State University, Kropyvnytskyi, Ukraine. ORCID ID:
https://orcid.org/0000-0003-3744-0707
** Volodymyr Vynnychenko Central Ukrainian State University, Kropyvnytskyi, Ukraine. ORCID ID:
https://orcid.org/0000-0002-9076-2484
*** Volodymyr Vynnychenko Central Ukrainian State University, Kropyvnytskyi, Ukraine. ORCID ID:
https://orcid.org/0000-0001-9893-5709
**** Hryhorii Skovoroda University in Pereiaslav, Pereiaslav, Ukraine. ORCID ID: https://orcid.org/0000-
0002-8736-8128
***** Zaporizhzhia National University, Zaporizhzhia, Ukraine. ORCID ID: https://orcid.org/0000-0001-
7169-9187