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      <title-group>
        <article-title>International Congress on Education and Technology in Sciences</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Preface</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
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          <institution>Center for Research in Mathematics</institution>
          ,
          <addr-line>Zacatecas</addr-line>
          ,
          <country country="MX">Mexico</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Editors' address: CONAHCYT-CIMAT</institution>
          ,
          <addr-line>98160, Zacatecas</addr-line>
          ,
          <institution>México Center for Research in Mathematics</institution>
          ,
          <addr-line>98160, Zacatecas, México CONAHCYT, CIMAT, 98160, Zacatecas</addr-line>
          ,
          <institution>México Universidad Católica de Santa María</institution>
          ,
          <addr-line>Arequipa</addr-line>
          ,
          <country country="PE">Peru</country>
        </aff>
      </contrib-group>
    </article-meta>
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      <title>-</title>
      <p>CISETC 2023
Proceedings
© 2023 for the individual papers by the papers’ authors. Copying permitted for private and
academic purposes. Re-publication of material from this volume requires permission by the
copyright owners.</p>
      <p>CISETC 2023 stood out as a prominent platform that facilitated the sharing of best
teaching practices in key areas such as MATHEMATICS, AI, ROBOTICS, HCI, and
SOFTWARE DEVELOPMENT, aligned with the STEAM framework and the use of
technologies to achieve learning outcomes across diverse educational levels and contexts.
The diversity and quality of the papers presented at CISETC 2023 reflected the ongoing
commitment of the academic and professional community to the continual improvement
of science education through innovative technology use. The congress provided a valuable
opportunity to exchange knowledge, explore new methodologies, and strengthen
collaboration among participants, thus propelling advancements in the field of STEAM
education.</p>
      <p>The quality of accepted articles was ensured through a rigorous peer-review process
conducted by a scientific committee composed of researchers specialized in the relevant
fields. This meticulous selection process guaranteed the excellence and relevance of the
presented works, maintaining high-quality standards and delivering significant
contributions to the STEAM educational field.</p>
      <p>The papers presented stood out for offering innovative concepts, pedagogical structures,
models, research findings, or discoveries that significantly enriched educational practices
in sciences. These studies advanced the understanding of effective technology integration
in science education, promoting pedagogical models that enhance meaningful learning for
students.</p>
      <p>Participants had the opportunity to engage in discussions and reflections on the future of
education and the application of emerging technologies in the educational sphere. The
discussions revolved around improving education quality, fostering innovation, and
equipping the younger generation with relevant skills to tackle the challenges of the 21st
century.</p>
      <p>The success of CISETC 2023 is attributed to the dedication and commitment of all
participants who contributed valuable insights and perspectives, thereby advancing the
development of education and technology in sciences.</p>
    </sec>
    <sec id="sec-2">
      <title>December 2023</title>
    </sec>
    <sec id="sec-3">
      <title>The editors. 3</title>
      <sec id="sec-3-1">
        <title>General Coordinator</title>
        <p>Hector Cardona-Reyes – (CONAHCYT-CIMAT, Mexico)
Carlos Alberto Lara-Álvarez – (Center for Research in Mathematics, Mexico)</p>
      </sec>
      <sec id="sec-3-2">
        <title>Directive Commitee</title>
        <p>Héctor Cardona-Reyes (CONACYT-CIMAT, Zacatecas, México)
Carlos Alberto Lara Álvarez (CIMAT, Zacatecas, México)
Miguel Ángel Ortiz Esparza (CIMAT, Zacatecas, México)
Klinge Orlando Villalba-Condori (Universidad Católica de Santa María, Arequipa, Perú)
Jorge Flores Troncoso (Universidad Autónoma de Zacatecas, México)
Francsico Alvarez (Universidad Autónoma de Aguascalientes., México)
Guadalupe O Gutiérrez Esparza (CONAHCYT / Instituto Nacional de Cardiología "Ignacio
Chávez", México)
Héctor Cardona Reyes (Centro de Investigación en Matemáticas A.C., México)
Hugo Arnoldo Mitre Hernández (Centro de Investigación en Matemáticas (CIMAT), México)
Huizilopoztli Luna García (Universidad Autónoma de Zacatecas, México)
Humberto Muñoz (Universidad Autónoma de Aguascalientes., México)
Ismar Frango (Universidade Presbiteriana Mackenzie, Brasil)
Ivan Montes (Sociedad de Investigación Educativa Peruana, Perú)
Jaime Muñoz (Universidad Autónoma de Aguascalientes, México)
Jari Lavonen (Universidad de Helsinki, Finlandia)
Jorge Maldonado-Mahauad (Universidad de Cuenca, Pontificia Universidad Católica de Chile)
Jorge Sanabria (Tecnológico de Monterrey, México)
José Alberto Guerra Moreno (Universidad Politécnica de Zacatecas, México)
José Antonio Pow-Sang (Pontificia Universidad Católica del Perú)
José Eder Guzmán Mendoza (Universidad Autónoma de Aguascalientes., México)
jose luis david bonilla carranza (Universidad de Guadalajara, México)
José Rafael Rojano Cáceres (Universidad veracruzana, México)
Juan Cabrera Ramos (Universidad Católica de Temuco, Chile)
Juan González Calleros (Benemérita Universidad Autónoma de Puebla, México)
Julia ELizabeth Calderón Reyes (Universidad Autónoma de Aguascalientes, México)
Julio César Enríquez González (Universidad Autónoma de Aguascalientes, México)
Julio Cesar Ponce Gallegos (Universidad Autónoma de Aguascalientes, México)
Julio Guerra (University of Pittsburgh, EEUU)
Luis Marques (Rovira i Virgili University, España)
Lung-Hsiang Wong (NIE-Singapur)
Marcos Román-González (UNED, España)
María del Pilar Ponce Aranibar (Universidad Católica de Santa María, Perú)
María Libertad Aguilar Carlos (Universidad Autónoma de Aguascalientes, México)
María Popescu (Carol I National Defence University, Rumania)
Martín Montes Rivera (Universidad Politécnica de Aguascalientes, México)
Miguel Angel Ortiz-Esparza (Centro de Investigación en Matemáticas, México)
Mireia Usart (Universitat Rovira i Virgili, España)
Mirna Muñoz (CIMAT-Zacatecas, México)
Nguyen-Thinh Le (Humboldt-Universität zu Berlin, Alemania)
Niels Martínez (Universidad Autónoma de Coahuila, México)
Omar Antonio Vega (Universidad de Manizales, Colombia)
Pablo Torres-Carrion (Universidad Técnica Particular de Loja, Ecuador)
Paola Yuritzy Reyes Delgado (Universidad Autónoma de Aguascaleintes, México)
Philippe Palanque (ICS-IRIT, Université Paul Sabatier - Toulouse III, Francia)
Raidell Avello (Universidad de Cienfuegos, Cuba)
Raúl Arturo Ortiz Medina (Universidad Politécnica de Aguascalientes, México)
Roberto Araya (CIAE Universidad de Chile)
Rosa Gil Iranzo (Universitat de LLeida, España)
Rosanna Costaguta (Universidad Nacional de Santiago del Estero, Argentina)
Sandra Cano (Pontifica Universidad Católica de Valparaiso, Chile)
Santiago Cueto (GRADE, Perú)
Sergio Galván-Cruz (CIMAT-Zacatecas, México)
Silvia Espinoza Suarez (Universidad Nacional Mayor de San Marcos, Perú)
Tania Aglae Ramirez del Real (CONAHCYT-CentroGeo, México)
Turner Lam (National Tsing Hua University, Taiwan)
Uziel Jaramillo Avila (CIMAT-Zacatecas, México)
Vanessa Agredo Delgado (Unicauca, Colombia)
Victor Arturo Maldonado Ruelas (Universidad Politécnica de Aguascalientes, México)
Víctor Hugo Menéndez Domínguez (Universidad Autónoma de Yucatán, México)
Yenny Mendez (Universidad Mayor, Chile)</p>
      </sec>
      <sec id="sec-3-3">
        <title>Session 1: Advanced Technology in Science Education</title>
        <p>STEAM: Methodology to Promote Sustainable Development in the New Mexican School.</p>
        <p>Yazmín Saucedo, Violeta Saucedo
Exploratory Analysis of Using Gamification in Software Engineering Education.</p>
        <p>Wendy Avila-Alvarado, Mirna Muñoz, Sergio Galvan-Cruz, Jezreel Mejía, Adriana Peña
Teaching and Learning TRIZ as an Innovative Educational Technology: A Systematic
Literature Review.</p>
        <p>David Reyes-Huerta, Hugo Mitre-Hernandez, Uziel Jaramillo-Avila
LIA Method for the Application of Microsoft Excel in Data Tabulation in Systematic Reviews.</p>
        <p>Guillermo S. Miñan, Joandri A. Moreno, Ximena D. Fernández
Predictive Factors of Electronic Word of Mouth (eWOM) Intention Among University
Students.</p>
        <p>Olger Gutierrez-Aguilar, Diego Castillo-Carranza, Ronald Valdivia-Cornejo, Fiorela
TiconaApaza, Valerio Ticona-Apaza
Virtual Education Through E, B and M Learning: a Systematic Review of the Literature
Between 2008-2022.</p>
        <p>Julio L. Chauca, Guillermo S. Miñan, Joandri A. Moreno, Ximena D. Fernández, Anny E. Balois
Modification of Mathematical Cognitive Demand with Disruptive Gamification Methods Using
Video Games in Schoolchildren Affected by Covid-19.</p>
        <p>Jhon Holguin-Alvarez, Jenny Ruiz-Salazar
Enhancing Educational Efficiency: Learning Analytics in the Management of Course
Development in Virtual Environments.</p>
        <p>José Abad-Troya, Irma E. Cadme-Samaniego
Validation of the Digital Teaching Competence Questionnaire (COMDID-A) in the Mexican
context.</p>
        <p>Oscar Daniel Gómez-Cruz, María Concepción Villatoro-Cruz, Ricardo Miguel
MaldonadoDomínguez, Eliana Gallardo-Echenique
An Analysis of Final Grades in a Mathematics Course for the Enhancement of Upcoming
Engineering Students’ Academic Performance by Using Multivariate Statistical Techniques.</p>
        <p>Alberto Hananel, Sandra Loaiza, Jaime Collantes
Digital Transformation in Education Sector Using Virtual Reality with Cardboard: A
Systematic Review.</p>
        <p>Antonio Arroyo-Paz, Javier Mendoza-Montoya, Alma Marycielo Valer Vilca, Edgar Richard
Callapani Condori
Perception of Importance and Anxiety about Learning Statistics Among University Students in
Lima.</p>
        <p>Iván Montes-Iturrizaga, Wilfredo T. Mena Chino, Víctor R. Manosalva Ruiz, Klinge
VillalbaCondori
Trends in Online Learning for Professionals and Entrepreneurs in the Business Sector.</p>
        <p>Ivan G. Delgado-Saavedra, Deyby Huamanchahua, Deisy L. Acosta-Ticse, Suni
EscobarBaquerizo, Juan A. Calderon-Saenz, Hector Valcarcel-Castillo
Validation of the Learning Self-Regulation Questionnaire: The Peruvian Case.</p>
        <p>Elisa Montoya-Cantoral, Vanessa Pinto-Guillergua, Piero Enrique Gómez-Carbonel, Ernesto
Zeña-Raya, Klinge Orlando Villalba-Condori
The Inverted Classroom in the Development of Student Competences: A Systematic Review.</p>
        <p>Elisa Montoya-Cantoral, Angélica Gomero-Talledo, Jeniffer Doris García-Chauca, Moisés R.
Niño-Cueva, Danés C. E. Niño-Cueva, Klinge O. Villalba-Condori
130 - 145
146 - 153
154 - 164
165 - 174
175 - 183</p>
      </sec>
      <sec id="sec-3-4">
        <title>Session 2: Interdisciplinary Approach: STEAM Education</title>
        <p>The Impact of Gamified Education on Children and Adolescents in STEAM Education as a
future Teaching Methodology in Remote Areas of the Arequipa Region – Peru.</p>
        <p>Juan Diego Cerrón Salcedo, Jair Jesus Leon Lucano, Olger Gutierrez Aguilar, Alberto Jesús
Torres Hinostroza
Steam Learning for the Development of Scientific Skills in Infants</p>
        <p>Romie Riega, Mayelin Flores, Norma Velarde, Claudia Acra-Despradel, David Rondon, Miguel
Angel Ortiz-Esparza, Klinge Villalba-Condori
Assessing the impact of virtual reality on mathematics teaching in rural middle schools: A
quasi-experimental approach.</p>
        <p>Jesús Narciso Barrientos Maldonado, Ezra Federico Parra-González, Kathia Anahí
ZuritaAguilar, Himer Avila-George
Use of Technology in Childcare Centers for Ages 0 to 3 in Northeastern Mexico: Results of
Quality Measurement.</p>
        <p>Amelia Castillo Morán, Julio Erick Medina López, Natsumi del Rocío Noriega Naranjo
Evaluation of the Impact of Mentoring on the Development of Technological Tools of Women in
the Textile Sector in High Andean Regions.</p>
        <p>Jol Milton Chirinos-Castillo, Flor Aleida Vilches-Velázquez, Lorena Micaela Sanz-Sanz, Angela
Quispe-Huillca, Edwards Nina-Castro, David Rondon, Miguel A. Ortiz-Esparza
Mathematical and Computational Thinking from a STEAM Proposal: is the Practitioner's
Teaching Profile and Educational Capabilities Developed?</p>
        <p>Jhon Holguin-Alvarez, Gloria Villa-Córdova, Cynthia Cusquillo-Uchuypoma
Application of Arduino UNO Technology in the Creation of Interactive Educational Robots as a
Teaching Resource for Secondary Level Teachers.</p>
        <p>Milagros Del Carmen Castañeda Barbaran, Consuelo Ivonne Del Castillo Castro
Training Strategy and Teaching-learning Methodology Through the I-Tournament Tool for
Public Accounting Students and its Contribution to Organizational Processes.</p>
        <p>Jasleidy Astrid Prada Segura, María del Pilar Corredor García
Algebra, Geometry, Number Theory, and Combinatorics to Identify Factors Influencing
Mathematical Achievement: A Pilot Study of the First Mathematics Contest in a Peruvian
University.</p>
        <p>Edgar M. Marin Ballon, Fiorella L. Romero Gomez, Federico M. Rosado Zavala, Carmen R.
Rivera Mendoza
Meaningful Learning of University Students about the Normal Curvature of the Implicitly
given Gyperbolic Paraboloid Based on GeoGebra.</p>
        <p>Judith Jiménez-Vilcherrez, Edwin Castillo-Aguilera, Angel Vicente-Morocho, Ricardo
Velezmoro-León, Robert Ipanaqué-Chero
Inclusive Virtual Reality in Education: Applying the STEAM Approach to Ease the Learning of
Students with Disabilities.</p>
        <p>Alejandro Moreno-Cruz, Jaime Muñoz-Arteaga, Julio C. Ponce-Gallegos, Cesar A.
CollazosOrdóñez, Adriana L. Iñiguez-Carrillo
Educational Robotics in Action: Development of a Line-Following Robot through STEAM
Methodology to Address Traffic Issues.</p>
        <p>Kevin Acuna-Condori, Shirly Ríos-Pozo
Digital Gamification in Third Grade Primary School Mathematics Teaching.</p>
        <p>José Covarrubias, José Martínez, Lucila Olvera, Carlos Aragón
Personal Learning Environments for Inclusive University Studies with STEAM: An
Architectural Approach.</p>
        <p>Jaime Muñoz-Arteaga, Julio C. Enríquez-González, Víctor H. Menéndez-Domínguez, Alfredo
Zapata-González
Exploring Visual Creativity and Its Dimensions in Students of Online Training Program.</p>
        <p>Ygnacio Tomaylla-Quispe, Olger Gutierrez-Aguilar, Sandra Chicana-Huanca, and Aleixandre
Brian Duche-Pérez
Artificial Intelligence in the Fight Against Bullying: Integration of ChatGPT in an Emotional
Support Chatbot.</p>
        <p>Rodolfo Mendoza-Pinto
Using Virtual Reality to Facing Didactic Obstacles in Engineering Education.</p>
        <p>Jesus Alberto Flores-Cruz, and Marisol Salinas-Salinas
Systematic Review: State of Knowledge on Learning Difficulties and Teaching Strategies in
Linear Algebra.</p>
        <p>Alethia Piñón Jiménez, Diana Margarita Córdova Esparza
Strategies Based the STEAM Approach for the Empowerment of University Teachers.</p>
        <p>Laurita Guevara, Carlos Valdivia
285 - 293
294 - 311
312 - 324
325 - 332
333 - 347
348 - 355
356 - 365
366 - 374
375 - 387
388 - 395
396 - 403</p>
      </sec>
      <sec id="sec-3-5">
        <title>Session 3: Technology</title>
        <p>Level 2 Augmented Reality System (PokePhy) to Complement Physics Subjects in a Private
University in Lima, Peru.</p>
        <p>Deyby Huamanchahua, Gabriel G. Guzmán-Ramos, Adrián M. Gómez-Sánchez, Antonny F.
Corcino-Castillo, Shandi X. Aymar-Marticorena, José D. Rojas-Vargas, Suni Escobar-Baquerizo,
Deisy L. Acosta-Ticse, Hector Valcarcel-Castillo
Virtual Reality and 3D Printing in Architectural Design. Case study: the Conceptual Model.</p>
        <p>Hugo Gomez-Tone, Cinthya L. Butron-Revilla, E. Gabriela Manchego-Huaquipaco, Mariela K.
Dueñas Silva
ICTs as a Means to Incite Bullying, Hatred and Crime.</p>
        <p>Patricia Rodriguez, Gabriel Mendoza, Blanca A. Valenzuela
Design and implementation of Mix Reality at Technological Institute of Zitacuaro.</p>
        <p>Rogelio Albarrán Santana, Noel E. Rodríguez Maya, Eduardo López Sandoval, Irna Z. Garduño
Jaimes
Understanding Block-based Code with Preservice Mathematics Teachers.</p>
        <p>Elvia R. Ruiz Ledezma, Fermín Acosta Magallanes, Alma R. Villagómez Zavala
Design of a Prototype Mechatronic Wheelchair for People with Motor Disabilities.</p>
        <p>Javier Mendoza-Montoya, Kevin Enrique Angulo-Oviedo, Elmer Yuver Turpo-Apaza, Reynaldo
Alfonte-Zapana
Towards a Virtual Reality Ecosystem Model to Support Children in Learning Basic
Mathematics.</p>
        <p>Miguel Angel Ortiz-Esparza, Humberto Muñoz-Bautista, Luis Angel Arroyo-Morales, Claudia
Acra-Despradel, Klinge Villalba-Condori
Integrating Machine Learning for the Continuing Education of Science Teachers.</p>
        <p>Jhon Alé
Use of Data Mining to Identify Preferences for Humanistic Courses and Support the
Management of University Extension of the Autonomous University of Aguascalientes.</p>
        <p>Humberto Muñoz Bautista, Miguel Ortiz-Esparza, Jaime Muñoz Arteaga, Klinge
VillalbaCondori
Digital Ecosystem Model for the Production of Mixed Reality Environments to Assist Senile
Dementia Patients.</p>
        <p>Erwin B. Montes-Chaparro, Jaime Muñoz-Arteaga, Angel E. Muñoz-Zavala, Miguel A.
OrtizEsparza
Semantic Segmentation using Deep Learning for Aerial Images.</p>
        <p>Hector Eduardo Tovanche-Picón, Diego Mercado Ravell
404 - 414
415 - 425
Intelligent Personalized Learning Management Model using the Case-Based Reasoning
Techniques.</p>
        <p>Benjamin Maraza-Quispe, Walter Choquehuanca-Quispe, Victor Hugo Rosas-Iman, Simón
Angel Choquehuayta-Palomino, Nicolás Esleyder Caytuiro-Silva, Manuel Alfredo Alcázar-Holguin</p>
      </sec>
      <sec id="sec-3-6">
        <title>Session 4: Technology and Collaboration in Science</title>
        <p>Implementation of Qualitative and Quantitative Methods in Ordinary Differential Equations
using Maple Mathematical Software.</p>
        <p>Luis Jaime Collantes Santisteban, Alberto Hananel Baigorria, Samuel Collantes Santisteban,
Rosa Gonzales Llontop
Predicting Academic Performance in a Subject Using Classifier Algorithms.</p>
        <p>Edwar Abril Saire Peralta, Giovanni Rolando Cabrera Málaga, Sonia Benilda Calloapaza Pari
Methodology for the Development of Potentially Innovative Technological Projects.</p>
        <p>Margarita Tecpoyotl-Torres, Jonathan Villanueva-Tavira, Andrea Magadán-Salazar, Karla G.
Cedano-Villavicencio, Juan G. González-Serna
White-Box Adversarial Attacks Against Sentiment-Analysis Models using an Aspect-Based
Approach.</p>
        <p>Monserrat Vázquez-Hernández, Ignacio Algredo-Badillo, Luis Alberto Morales-Rosales, Luis
Villaseñor-Pineda
Development of Computational Approaches Towards a Proposal of Quantitative Biomarker
Using LiTS and CHAOS Data for Hepatic Neoplasms.</p>
        <p>J. Ricardo Hernandez, Dagoberto Armenta-Medina, Guillermo Ruiz
Mobile Application for Delivery of Medicines Through Motorcycle Taxis in Emerging Areas of
the North of Lima, Perú.</p>
        <p>Anabel Aranibar-Molina, Wilfredo Soto-Palomino, Carmen Palomino-Peralta, Edward Flores
IoT to Monitor Native Potato Crops in the Apurímac Region, Peru.</p>
        <p>Anabel Aranibar-Molina, Wilfredo Soto-Palomino, Carmen Palomino-Peralta, Edward Flores
MDSS: Methodology for the Development of Scientometric Studies.</p>
        <p>Emigdio Alfaro
523 - 533
534 - 547
Methodology Applying PBL and ICT as a Didactic Teaching Strategy for the Design of Vertical
Circulation Cores in Hybrid Buildings.</p>
        <p>Cinthya L. Butrón Revilla, Alejandra Carrillo Pinto, Raúl Carlos Javier Damiani Najarro
An Algorithm Since the Vector Approach in Mathematica to Generate the Von Koch Curve and
Islands in a General Way.</p>
        <p>Segundo B. Correa-Erazo, Ricardo Velezmoro-León, Robert Ipanaqué-Chero
Predictive Model of Life Cycle Medical Care Services in Peruvian Health Private Entities.</p>
        <p>Juan Carlos Herrera Miranda, Javier Mendoza-Montoya, Jorge Victor Mayhuasca Guerra,
Juan Jesús Soria Quijaite
673 - 689
690 - 698
699 - 711</p>
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