Honorary Chairs
Álvaro Rocha, Lusófona University, Portugal
Hojjat Adeli, The Ohio State University, United States
Lauro Enciso Rodas, Rector of UNSAAC - Universidad Nacional de San Antonio Abad del Cusco, Peru
Rajeev Kanth, University of Turku, Finland
Scientific Committee Chair
Carlos Ferrás Sexto, University of Santiago de Compostela, Spain
Local Organizing Chair
Waldo Elio Ibarra Zambrano, Universidad Nacional de San Antonio Abad del Cusco, Peru
Local Organizing Committee
Lino Prisciliano Flores Pacheco, Universidad Nacional de San Antonio Abad del Cusco, Peru
Yesica Isela Ormeño Ayala, Universidad Nacional de San Antonio Abad del Cusco, Peru
Vanessa Maribel Choque Soto, Universidad Nacional de San Antonio Abad del Cusco, Peru
Víctor Darío Sosa Jauregui, Universidad Nacional de San Antonio Abad del Cusco, Peru
Carlos Ramón Quispe Onofre, Universidad Nacional de San Antonio Abad del Cusco, Peru
Scientific Committee
Carlos Ferrás Sexto, University of Santiago de Compostela, Spain
Abel Suing, Universidad Técnica Particular de Loja, Ecuador
Alan Ramírez Noriega, Universidad Autónoma de Sinaloa, Mexico
Albar Jesus Valverde-Begazo, Universidad Católica de Santa María, Peru
Alberto Freitas, Faculty of Medicine, University of Porto, Portugal
Alcides Alvear, Sistema Universitario Ana G. Méndez - UAGM, Puerto Rico
Alessandro Brawerman, Universidade Federal do Paraná, Brazil
Alexandra González-Eras, Universidad Técnica Particular de Loja, Ecuador
Alexandre Amaral, Instituto Federal Catarinense, Brazil
Álvaro López-Martín, University of Malaga, Spain
Ana Dinis, Polytechnic Institute of Cávado and Ave, Portugal
Ana Mendes, Universidade Politécnica de Setúbal, Portugal
Ana Paula Silva, Polytechnic University of Castelo Branco, Portugal
Ana Rita Calvão, Universidade de Aveiro, Portugal
Ana Sofia Duque, Polytechnic University of Viseu, Portugal
Anabela Moreira Bernardino, Polytechnic of Leiria, Portugal
Andre Kawamoto, Universidade Tecnológica Federal do Paraná, Brazil
André Mendes, Portalegre Polythecnic University, Portugal
Angel Torres Toukoumidis, Universidad Politécnica Salesiana, Ecuador
Angélica Victoria Guillén Pinargote, Universidad Técnica de Manabí, Ecuador
Ania Cravero, Universidad de La Frontera, Chile
Ankit R. Patel, Woxsen University, India
António Brandão, Universidade Portucalense and Metro do Porto, Portugal
António josé Gonçalves Fernandes, Universidade Politécnica de Bragança, Portugal
Aparna Krishna Bhat, Ernst & Young, USA
Aracelly Fernanda Nuñez Naranjo, Universidad Indoamérica, Ecuador
Arlindo Silva, Polytechnic University of Castelo Branco, Portugal
Arnulfo Alanis, Tecnologico Nacional de México, Mexico
Arturo Moquillaza, Pontificia Universidad Catolica del Peru, Peru
Áurea Soriano-Vargas, Universidad de Ingeniería y Tecnología - UTEC, Peru
Áurea Sousa, University of Azores, Portugal
Bertil P. Marques, GILT/ISEP/IPP, Portugal
Bhavya Paliwal, Amazon Web Services, USA
Bhushan Bhimrao Chavan, Independent Researcher, USA
Bruno F Gonçalves, Instituto Politécnico de Bragança, Portugal
Carlos Grilo, University of Leiria and Oeste, Portugal
Carlos Vaz de Carvalho, Instituto Politécnico do Porto, Portugal
Celia Rafael, University of Leiria and Oeste, Portugal
Célio Marques, Politecnic University of Tomar, Portugal
Cesar Collazos, Universidad del Cauca, Colombia
Cristina Salazar-Concha, Universidad Austral de Chile, Chile
Christian Trefftz, Independent Researcher, United States
Claudia Berra Barona, Universidad Autonoma de Baja California, Mexico
Claudia Cappelli, UERJ - Universidade do Estado do Rio de Janeiro, Brazil
Claudio Cilli, “Sapienza” University of Rome, Italy
Dacyr Gatto, UNINOVE, Brazil
Daniela Borissova, Bulgarian Academy of Sciences, Bulgaria
Danijela Pongrac, Zagreb University of Applied Science, Croatia
Davor Cafuta, Zagreb University of Applied Sciences, Croatia
Dayse Haime Pastore, CEFET/RJ (UFCIRJ), Brazil
Denis Cereno Moreno, Universidad Tecnologica de Panama, Panama
Dewar Rico Bautista, Universidad Francisco de Paula Santander Ocaña, Colombia
Diego Brandão, UFCIRJ, Brazil
Diego Edison Cabuya Padilla, Academia Naval de Estudios Estratégicos, Colombia
Dulce Mourato, ISTEC - Higher Advanced Technologies Institute, Portugal
Eddie Galarza, Universidad de las Fuerzas Armadas - ESPE, Ecuador
Edna Katherine Conde Vega, Corporación Universitaria Adventista, Colombia
Eduardo Benavides-Astudillo, Universidad de las Fuerzas Armadas ESPE, Ecuador
Eduardo Marques, Universidade da Madeira, Portugal
Egon Sewald Junior, Federal Institute of Santa Catarina, Brazil
Elisabete Paulo Morais, UNIAG - Universidade Politécnica de Bragança, Portugal
Elisabete Vieira, University of Aveiro, Portugal
Emanuel Irrazabal, UNNE, Argentina
Eric Ramos Méndez, UJAT, Mexico
Eugénia Bernardino, Polytechnic of Leiria, Portugal
Ewaryst Tkacz, Academy of Silesia, Poland
Felix Freitag, Universidad Politécnica de Catalunya, Spain
Fernando Bobillo, University of Zaragoza, Spain
Fernando Molina-Granja, Universidad Nacional de Chimborazo, Ecuador
Fernando Moreira, Universidade Portucalense, Portugal
Fernando Ribeiro, Polytechnic University of Castelo Branco, Portugal
Fernando Toapanta-Ramos, Universidad Politécnica Salesiana, Ecuador
Filipa Ferraz, University of Minho, Portugal
Filipe Caldeira, Polytechnic Institute of Viseu, Portugal
Filipe Cardoso, Instituto Politécnico de Santarém, Portugal
Filipe Fidalgo, Instituto Politécnico de Castelo Branco, Portugal
Francisco Antunes, University of Beira Interior and INESC Coimbra, Portugal
Francisco Fambrini, UNIVESP, Brazil
Francisco José García Tartera, UCM, Spain
Francisco Pujol Lopez, University of Alicante, Spain
Francisco Samuel Mendoza Moreira, Universidad Laica Eloy Alfaro de Manabí, Ecuador
Gabriel Alberto García-Mireles, University of Sonora, Mexico
Gabriel Gomes de Oliveira, UNICAMP, Brazil
Gabriel González-Serna, TecNM/CENIDET, Mexico
Gabriel Guerrero Contreras, University of Cádiz, Spain
Gerardo Arceo Moheno, Universidad Juarez Autonoma de Tabasco, Mexico
Gerardo Matturro, Universidad ORT Uruguay, Uruguay
Giancarlo Sanchez Atuncar, Cesar Vallejo University, Peru
Gregory Edison Naranjo Vaca, Universidad Bolivariana del Ecuador, Ecuador
Guillermina Ávila García, Instituto Politécnico Nacional, Mexico
Harley Vera Olivera, Universidad Nacional de San Antonio Abad del Cusco
Henrique S. Mamede, Universidade Aberta & INESC TEC, Portugal
Horacio Legal Ayala, Universidad Nacional de Asuncion, Paraguay
Hugo Sanjurjo-González, University of Deusto, Spain
Ina Blau, The Open University of Israel, Israel
Inês Messias, Instituto Politécnico de Santarém, Portugal
Ioannis Zervas, University of Macedonia, Greece
Iván Armuelles Voinov, Universidad de Panamá, Panama
Ivo Pereira, ISEP - Instituto Superior de Engenharia do Porto, Portugal
João Tomaz Simoes, Polytechnic University of Tomar, Portugal
Joaquim Santos, School of Engineering (ISEP), Technical University of Porto, Portugal
Javier Medina, Universidad Distrital Francisco José de Caldas, Colombia
Javier Sánchez Guerrero, Universidad Técnica de Ambato, Ecuador
Jesus Alberto Verduzco Ramírez, Tecnológico Nacional de México Campus Colima, Mexico
Joan-Francesc Fondevila-Gascón, Blanquerna-URL, EUM-UdG, Euncet-UPC, EAE Business School, UPF, CECABLE, Spain
João Gondim, University of Brasilia, Brazil
Jongpil Jeong, Sungkyunkwan University, South Korea
Jorge Barreiros, Polytechnic of Coimbra - ISEC, Portugal
Jorge Buele, Universidad Indoamérica, Ecuador
Jorge Hochstetter, Universidad de La Frontera, Chile
Jorge Londoño, Universidad Pontificia Bolivariana, Colombia
Jorge Luis Zambrnao-Martinez, Universidad del Azuay, Ecuador
José Alberto Sousa Torres, University of Brasilia, Brazil
José Álvarez García, University de Extremadura, Spain
José Antonio Ogosi Auqui, Universidad César Vallejo, Peru
José Braga de Vasconcelos, Universidade Lusófona, Portugal
Jose Carlos Metrôlho, Polytechnic University of Castelo Branco, Portugal
José Lousado, Polytechnic Institute of Viseu, Portugal
Jose Luis Vázquez Noguera, Universidad Nacional de Asunción, Paraguay
José Marcelo Juca Aulestia, Universidad Técnica Particular de Loja, Ecuador
José Martins, University of Aveiro, Portugal
Jose Ramon Lopez, Universidad Autonoma de Sinaloa, Mexico
José Ribeiro, Polytechnic of Leiria, Portugal
José Rosado, ISEC-IPC, Portugal
José Salgado, Instituto Politecnico Guarda, Portugal
Juan Antonio Meza Fregoso, Universidad Autónoma de Baja California, Mexico
Juan D'Amato, UNCPBA, Argentina
Juan Jesus Ojeda-Castelo, University of Zaragoza, Spain
Juan M. Santos-Gago, University of Vigo, Spain
Juan Pacheco Torres, Universidad César Vallejo, Peru
Julián Galindo Losada, EPN, Ecuador
Julio Cesar Mello-Román, Universidad Nacional de Asunción, Paraguay
Julio Ernesto Quispe_Rojas, Universidad Nacional Pedro Ruiz Gallo, Peru
Karim Guevara Puente de la Vega, Universidad Nacional de San Agustin de Arequipa, Peru
Katiusca Briones Estébanez, INPE, Brazil
Krassimira Stoyanova, Bulgarian Academy of Sciencess, Bulgaria
Khutso Lebea, University of Johannesburg, South Africa
Laura Guerra, Pontificia Universidad Catolica del Ecuador, Ecuador
Laura Magali Chamba Rueda, Universidad Técnica Particular de Loja, Ecuador
Ledyis Lisbeth Jiménez González, Universidad Bolivariana del Ecuador, Ecuador
Leila Weitzel, Fluminense Federal University, Brazil
Leonilde Reis, Instituto Politécnico de Setúbal (ESCE/IPS), Portugal, Portugal
Lilia Carpio-Jiménez, Universidad Técnica Particular de Loja, Ecuador
Lizbeth Suarez, Universidad Bolivariana del Ecuador, Ecuador
Lorena Siguenza, Universidad de Cuenca, Ecuador
Lornel Rivas, Universidad Andina del Cusco, Peru
Luís Agonia Pereira, Polytechnic University of Setúbal, Portugal
Luis Álvarez Sabucedo, University of Vigo, Spain
Luis Filipe Alves Pereira, Universidade Federal do Agreste de Pernambuco, Brazil
Luiz Felipe de Camargo, Federal University of Espírito Santo, Brazil
Luis Marques, ISEC, Polytechnic University of Coimbra, Portugal
Luis Silva Rodrigues, ISCAP, Polytechnic University of Porto, Portugal
Luz Angela Rocha Salamanca, Universidad Distrital Francisco José Caldas, Colombia
Luz Maria Hernández Cruz, Universidad Autónoma de Campeche, Mexico
Luz Restrepo-Tamayo, Univesidad de Medellín, Colombia
Luz Sussy Bayona Ore, Universidad Nacional Mayor de San Marcos, Peru
Magdalena Garvanova, University of Library Studies and Information Technologies, Bulgaria
Magne Jørgensen, SimulaMet, Norway
Mahdieh Zakizadeh, TUWien, Austria
Manuel Caeiro Rodríguez, Universidade de Vigo, Spain
Manuel Sousa Pereira, Instituto Politécnico de Viana do Castelo, Portugal
Manuel Tupia, Pontificia Universidad Catolica del Peru, Peru
Marco Pollanen, Trent University, Canada
Marco Quintana, UIDE, Ecuador
Marcos Vinícius de Souza Toledo, Instituto Federal de Minas Gerais, Brazil
María Chávez Chuquimango, Universidad Peruana de Ciencias Aplicadas, Peru
Maria Cristina Marcelino Bento, UNIFATEA, Brazil
María de la Cruz del Río-Rama, University of Vigo, Spain
Maria do Rosário Bernardo, Universidade Aberta e INESCTEC, Portugal
Maria Elisabete Neves, Politécnico de Coimbra- CBS|ISCAC, Portugal
Maria Isabel Ribeiro, Instituto Politécnico de Bragança, Portugal
Maria João Ferreira, Universidade Portucalense, Portugal
Maria José Sousa, ISCTE - Instituto Universitário de LIsboa, Portugal
Maria Raquel Patrício, Bragança Polytechnic University, Portugal
María Teresa Cuenca Jiménez, Universidad Técnica Particular de Loja, Ecuador
María Teresa García-Álvarez, University of A Coruna, Spain
Marina Erechtchoukova, York University, Canada
Mario Arzamendia Lopez, Facultad de Ingenieria Universidad Nacional de Asuncion, Paraguay
Mário Cruz, Technical University of Porto (Faculty of Education), Portugal
Mário Negas, Universidade Aberta, Portugal
Maritza Elisabet Aguirre Munizaga, Universidad Agraria del Ecuador, Ecuador
Mariuxi Bruzza, Pontifícia Universidad Católica del Perú, Peru
Marla TGeresinha Barbosa Geller, CEULS/ULBRA, Brazil
Mehran Misaghi, Instituto Federal Catarinense (IFC), Brazil
Michal Kvet, Žilinská univerzita v Žiline, Slovakia
Miguel Arcos-Argudo, Universidad Politécnica Salesiana, Ecuador
Mikel Ugando Peñate, Pontificia Universidad Católica del Ecuador, Ecuador
Mohamed Adrdour, Ibn Zohr University, Morocco
Mohit Yadav, Chandigarh University, India
Mónica Aresta, University of Aveiro, Portugal
Mónica Costa, Polytechnic Institute of Castelo Branco, Portugal
Narasimha Rao Vajjhala, University of New York Tirana, Albania
Naveen Kumar, Chandigarh University, India
Nelson Rocha, Universidade de Aveiro, Portugal
Nilthon Dennis Paredes Quezada, Universidad César Vallejo, Peru
Nitish Pathak, BPIT,GGSIPU, New Delhi, India
Noel García-Díaz, Tecnológico Nacional de México, Mexico
Norma Constanza Velásquez Rodríguez, Universidad Católica Sedes Sapientiae, Perú
Nuno Costa, IPLeiria, Portugal
Nuno Melão, Instituto Politécnico de Viseu, Portugal
Olger Gutierrez Aguilar, Universidad Nacional de San Agustín, Peru
Omonigho Tonia Okhankhuele, Federal University of Technology, Nigeria
Orlando Belo, University of Minho, Portugal
Oscar Carlos Medina, Universidad Tecnológica Nacional – Facultad Regional Córdoba, Argentina
Oscar Enrique Miranda Castillo, Pontifícia Universidade Católica de Perú, Peru
Osvaldo Dias Silva, Universidade dos Açores, Portugal
Osvaldo Santos, Instituto Politécnico de Castelo Branco, Portugal
Pablo Payró Campos, Universidad Juárez Autónoma de Tabasco, Mexico
Patrícia Leite, Polytechnic University of Cávado and Ave, Portugal
Patricia Quiroz-Palma, Uleam, Ecuador
Paula Escudeiro, ISEP- Instituto Superior de Engenharia do Porto, Portugal
Paulo Batista, CIDEHUS, Portugal
Paulo Rurato, Universidade Fernando Pessoa, Portugal
Pedro Dinis Gaspar, University of Beira Interior, Portugal
Pedro Henriques González, Federal University of Rio de Janeiro, Brazil
Pedro Isaias, Universidade Aberta, Portugal
Pedro Martins, Coimbra Business School, Polytechnic University of Coimbra, Coimbra, Portugal
Pedo Quelhas-Brito, University of Porto, Portugal
Pedro Sousa, University of Minho, Portugal
Peixoto Hugo, University of Minho, Portugal
Peter Khaiter, York University, Canada
Petr Doucek, Prague Univesrity of Economics and Business, Czechia
Petr Hajek, University of Pardubice, Czechia
Piedade Carvalho, ISEP-GILT, Porto Technical University, Portugal
Rafaela Mantovani Fontana, Federal University of Paraná, Brazil
Ramadile Moletsane, Vaal University of Technology, South Africa
Rene Garzozi-Pincay, Universidad Estatal Península de Santa Elena, Ecuador
René Santaolaya S, TecNM/CENIDET, Mexico
Ricardo Neves, University of Porto, Portugal
Rocío González-Sánchez, Rey Juan Carlos University, Spain
Rodolfo Bojorque, Universidad Politécnica Salesiana, Ecuador
Rosa Maria Reis, Instituto Superior de Engenharia do Porto, Portugal
Rui Cruz, INESC-ID/IST-UL, Portugal
Rui Humberto Pereira, ISCAP/CEOS.PP, Portugal
Rui Quaresma, Universidade de Évora, Portugal
Sam Michael Espinoza Vidaurre, UPT, Peru
Samuel Silva, University of Aveiro, Portugal
Sara Balderas-Díaz, Universidad de Cádiz, Spain
Sara Dias-Trindade, Faculty of Arts of the University of Porto, Portugal
Sarat Piridi, Hanwha Qcells, India
Sergio Araya Guzmán, Universidad del Bío-Bío, Chile
Shahzad Ashraf, Gachon University, South Korea
Sofia Cardim, Polytechnic University of Bragança, Portugal
Sri Tejaswi Gattupalli, Cisco, USA
Tagleorge Silveira, ISTEC Porto, Portugal
Tomasz Kisielewicz, Warsaw University of Technology, Poland
Tuhin Banerjee, Saviynt Inc., USA
Vaibhav Teli, JP Morgan Chase, USA
Veronica Armijos Buitrón, Universidad Técnica Particular de Loja, Ecuador
Veronica Martinez Lazcano, Universidad Autónoma del Estado de Hidalgo, Mexico
Veronica Segarra Faggioni, UTPL, Ecuador
Verónica Vasconcelos, Polytechnic University of Coimbra, Portugal
Víctor Manuel Cornejo Aparicio, Universidad Nacional de San Agustín de Arequipa, Peru
Victor Santander, Unioeste, Brazil
Vitor Gonçalves, Universidade Politécnica de Bragança, Portugal
Vitor Santos, NOVA IMS - Nova Information Management School, Portugal
Waqas Haider Bangyal, Kohsar University Murree, Pakistan
Wagner Tanaka Botelho, Federal University of ABC, Brazil
Washington Rolando Villavicencio, Universidad Tecnologica Empresarial de Guayaquil, Ecuador
Wieland Schwinger, Johannes Kepler University Linz, Austria
Yashash Chandra Sai Teja Kasini, StayX, USA
Yeshica Ormeño Ayala, Universidad Nacional San Antonio Abad del Cusco, Peru
Zenaide Silva, Universidade Federal do Sul e Sudeste do Pará, Brazil













