![](data:image/png;base64,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)
e-ISSN: 1390-5902
CEDAMAZ, Vol. 12, No. 1, pp. 68–76, enero–junio 2022
DOI: 10.54753/cedamaz.v11i2.1267
En la Figura 10 se puede observar el resultado en forma
de resumen, lo cual permite conocer el error obtenido
en la prueba, en este caso se obtuvo un porcentaje de
6.36%, es decir, la aplicación LojaHouse tiende a fa-
llar más al realizar peticiones concurrentes en la pági-
na principal, por otro lado, la página de login tiende a
fallar en menor medida. Aun así, se puede evidenciar
que la aplicación soportó 1000 peticiones concurrentes
presentando un rendimiento estable, dando un total de
70,4% de rendimiento, por lo que se concluye que la
aplicación funciona de forma correcta con tiempos de
respuesta mínimos de 79 ms y como máximo de 42.418
ms.
Fig. 10: Reporte de resumen de resultados de la ejecución de la
prueba de carga y estrés
Pruebas de Usabilidad
Para las pruebas de usabilidad se empleó el método del
experimento y el método empírico de la encuesta me-
diante un cuestionario estandarizado PSSUQ (Cuestio-
nario de Usabilidad del Sistema Posterior al Estudio)
utilizado en (Tobar Ibarra, 2018). Este cuestionario per-
mite obtener respuestas en base a la escala de Likert
la cual se aplicó luego que el usuario interactuó con la
Aplicación Informática LojaHouse.
Para llevar a cabo las pruebas se procedió a invi-
tar de manera voluntaria a los participantes en rol
de arrendadores por medio de las Aplicaciones Fa-
cebook y WhatsApp; para ello se envió la dirección
web (https://frontendlh.web.app//login) desde el cual
accedían a la aplicación LojaHouse, para el caso de
los participantes de la carrera de Ingeniería en Siste-
mas/Computación, en su rol de arrendatarios, se soli-
citó descargar la aplicación móvil de la Play Store de
Google para llevar a cabo las pruebas, las mismas que
fueron efectuadas en el lapso de 27 días obteniendo un
total de 63 personas encuestadas que probaron la aplica-
ción LojaHouse donde se obtuvo como resultado que la
aplicación es aceptada por los usuarios, es fácil de usar
y sobretodo, permite agilizar la búsqueda de oferta de
alquiler de un bien inmueble, donde normalmente los
usuarios emplean 1 día como mínimo, hasta más de 3
días, por lo cual, mediante las pruebas realizadas dicha
actividad se demora de 10 a 30 minutos como mínimo,
hasta máximo 1 día.
DISCUSIÓN
La revisión de los trabajos (Ríos Pinzón, 2008), (Ruano
Arranz, 2016), (Jara Castillo, 2015), (Herrera Arizaga,
2015), (Lázaro Hernández, 2018), (Loor Villamar y Moro-
cho Ramos, 2016), (Herrera Nole, 2016) ayudó a identificar
68 requisitos de los cuales 12 se tomaron en cuenta, para ello
se realizó una evaluación bajo el criterio del autor con el ob-
jetivo de determinar el nivel de entendimiento y su utilidad.
Este trabajo planteó el uso de la entrevista para la obtención
de requisitos, pero a consecuencia de las medidas restrictivas
que surgieron por motivos de la crisis sanitaria a nivel mun-
dial, COVID-19, se utilizó la técnica de la encuesta en un for-
mato digital haciendo uso de la herramienta Google Forms,
las cuales fueron difundidas a través de las Aplicaciones de
Facebook y WhatsApp logrando llegar a las personas que re-
siden en la ciudad de Loja. Los resultados obtenidos permi-
tieron corroborar con los requisitos de los trabajos similares,
además, los requisitos propuestos se diferencian en cuanto
a realizar una llamada telefónica al arrendador, el envío de
mensajes por WhatsApp, la solicitud de visitas de alquiler, el
envío de mensajes al administrador, generación de contrato
de alquiler interno, filtrar por el tipo de inmueble, la direc-
ción y el precio, recibir notificaciones en la aplicación; de
igual manera, como requisito no funcional se consideró de-
sarrollar la aplicación web y móvil. Como resultado final se
obtuvo el documento de Especificación de Requerimientos
de Software en base al estándar IEEE-830, mismo que ha si-
do objeto de estudio en los trabajos revisados anteriormente,
por lo que se identificó un total de 23 requisitos funcionales
y 9 requisitos no funcionales, además la tecnología a utilizar,
a diferencia de los trabajos revisados que utilizaban varios
lenguajes de programación para el Backend (php, python) y
para el Frontend (HTML, CSS, JavaScript), por lo que pa-
ra este estudio se definió un stack de tecnologías basados en
el lenguaje de programación JavaScript y para la aplicación
móvil el lenguaje de programación Dart.
Las fases de la metodología XP permitieron desarrollar el
proyecto de manera exitosa. En primera instancia se logró
definir las HU en base al documento de requerimientos, ob-
teniendo así un conjunto de 18 HU que a su vez se reali-
zó una estimación de tiempo de implementación general, ya
que una metodología no es restrictiva, es por ello que se optó
por realizar una estimación completa inicial. Para reforzar el
diseño del sistema, se utilizó el modelo arquitectónico 4+1
el cual permitió modelar y documentar el diseño de la apli-
cación informática para un mejor entendimiento en base a
5 vistas bien definidas. A partir de ello, en la fase de Codi-
ficación de la metodología XP, se facilitó en gran medida,
ya que se eligió los módulos de forma alternativa para lle-
var a cabo la implementación de los mismos. Cabe recalcar
que existieron funcionalidades que generaron retrasos en la
implementación, por ejemplo el manejo de imágenes, envío
de notificaciones push, envío de correos electrónicos, entre
otras. Al elegir el Framework Flutter con el lenguaje de pro-
gramación Dart, la curva de aprendizaje fue fácil con un gra-
do de dificultad por falta de conocimientos en cuanto al em-
plear el patrón bloc para el manejo de estados, pero permitió
llevar a cabo el desarrollo de la aplicación móvil de mane-
ra exitosa ya que se puede crear aplicaciones elegantes que
se ven igual tanto en IOS como en Android, además es una
tecnología que está apoderándose de la programación web y
de escritorio, cabe recalcar que la aplicación móvil se ha ge-
nerado específicamente para Android porque no se dispone
del hardware necesario para realizar pruebas en dispositivos
74