Committees

Álvaro Rocha, ISEG, University of Lisbon, Portugal

Hojjat Adeli, The Ohio State University, United States

Scientific Committee Chair

Carlos Ferrás Sexto, University of Santiago de Compostela, Spain

Local Organizing Committee

Francisco Hiram Calvo Castro, Politécnico Nacional, Mexico

Jesús Manuel Olivares Ceja, Politécnico Nacional, Mexico

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

Alcides Alvear, Sistema Universitario Ana G. Méndez - UAGM, Puerto Rico

Alejandro Valencia Arias, Universidad Señor de Sipán, Colombia

Alexandra González-Eras, Universidad Técnica Particular de Loja, Ecuador

Altino J M Moraes, ADVANCE, ISEG, Brazil

Álvaro Farias Pinheiro, University of Pernambuco, Brazil

Álvaro López-Martín, University of Malaga, Spain

Ana Azevedo, CEOS.PP / ISCAP / P.PORTO, Portugal

Ana Dinis, Polytechnic Institute of Cávado and Ave, Portugal

Ana Melro, Universidade de Aveiro, Portugal

Ana Paula Silva, Polytechnic University of Castelo Branco, Portugal

Ana Rita Calvão, Universidade de Aveiro, Portugal

Ana Sofia Duque, Polytechnic Institute of Viseu, Portugal

Anabela Moreira Bernardino, Polytechnic of Leiria, Portugal

Andre Kawamoto, Universidade Tecnológica Federal do Paraná, Brazil

Angel Torres Toukoumidis, Universidad Politécnica Salesiana, Ecuador

Ângela Cristina Marques de Oliveira, Instituto Politécnico de Castelo Branco, Portugal

Angélica Victoria Guillén Pinargote, Univerisdad Técnica de Manabí, Ecuador

Ania Cravero, Universidad de La Frontera, Chile

Anibal Zaldivar Colado, Universidad Autónoma de Sinaloa, Mexico

Ankit R. Patel, University of Minho, Portugal

António Brandão, Metro do Porto, SA, Portugal

António Godinho, Polytechnic Institute of Coimbra, Portugal

António josé Gonçalves Fernandes, Instituto Politécnico de Bragança, Portugal

Aracelly Fernanda Nuñez Naranjo, Universidad Indoamérica, Ecuador

Arlindo Silva, Polytechnic University of Castelo Branco, Portugal

Arlys Michel Lastre Aleaga, UTE, Ecuador

Arnulfo Alanis, Tecnologico Nacional de México, Mexico

August Climent, Ramon LLull University, Spain

Áurea Sousa, University of Azores, Portugal

Beatriz Muñoz Hidalgo, Universidad de Málaga, Spain

Bertil P. Marques, GILT/ISEP/IPP, Portugal

Bruno F Gonçalves, Instituto Politécnico de Bragança, Portugal

Carlos Andrés Osorio Toro, Universidad de Manizales, Colombia

Carlos Cares, Universidad de La Frontera, Chile

Carlos Costa, ISEG, Universidade de Lisboa, Portugal

Carlos Flores, UABC, Mexico

Carlos Grilo, Polythecnic Institute of Leiria, Portugal

Carlos Morais, Instituto Politécnico de Bragança, Portugal

Carlos Rompante Cunha, Polytechnic Institute of Bragança, Portugal

Carlos Tavares Couto, ISTEC Porto, Portugal

Carlos Vaz de Carvalho, Instituto Politécnico do Porto, Portugal

Celia Rafael, Politécnico de Leiria, Portugal

Célio Marques, Politecnic University of Tomar, Portugal

Cesar Collazos, Universidad del Cauca, Colombia

Christian Abraham Dios Castillo, Universidad Tecnológica del Perú, Peru

Christian Trefftz, United States

Claudia Berra Barona, Universidad Autónoma de Baja California, Mexico

Claudia Cappelli, UERJ - Universidade do Estado do Rio de Janeiro, Brazil

Claudio Cilli, “Sapienza” University of Rome, Italy

Cristiano Maciel, UFMT, Brazil

Cristina Barroco, Polytechnic Institute of Viseu, Portugal

Dacyr Gatto, UNINOVE, Brazil

Danilo Matínez, Universidad de las Fuerzas Armadas ESPE, Ecuador

Danish Jamil, Sir Syed University of Engineering and Technology, Pakistan

Dante Carrizo, Universidad de Atacama, Chile

Darwin Arias, Tecnologico Universitario Vida Nueva, Ecuador

Daniela Borissova, Bulgarian Academy of Sciences, Bulgaria

Denis Cereno Moreno, Universidad Tecnologica de Panama, Panama

Dewar Rico-Bautista, Universidad Francisco de Paula Santander Ocaña, Colombia

Diogo Miguel Carvalho, University of Aveiro, Portugal

Dulce Mourato, ISTEC - Higher Advanced Technologies Institute, Portugal

Dulce Rivero, PuCESI, Ecuador

Eddie Galarza, Universidad de las Fuerzas Armadas - ESPE, Ecuador

Edgar Aurelio Taya-Acosta, Universidad Nacional Jorge Basadre Grohmann, Peru

Eduardo Gabriel Queiroz Palmeira, Santa Catarina State University, Brazil

Eduardo Marques, Universidade da Madeira, Portugal

Elisabete Paulo Morais, Instituto Politécnico de Bragança, Portugal

Elisabete Vieira, University of Aveiro, Portugal

Elizabeth Kristina Bravo Huivin, Universidad Privada del Norte, Peru

Elizabeth Morales-Urrutia, Universidad Técnica de Ambato, Ecuador

Eric Ramos Méndez, Universidad Juárez Autónoma de Tabasco, Mexico

Érica Mourão, Fluminense Federal University, Brazil

Eugénia Bernardino, Polytechnic of Leiria, Portugal

Fábio Marques, ESTGA, Universidade de Aveiro, Portugal

Felix Freitag, Universidad Politécnica de Catalunya, Spain

Fernando Bandeira, FCB, Portugal

Fernando Bobillo, University of Zaragoza, Spain

Fernando Moreira, Universidade Portucalense, Portugal

Fernando Ribeiro, Polytechnic Institute of Castelo Branco, Portugal

Fernando Silva, Polytechnic of Leiria, Portugal

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

Flávia Aparecida Reitz Cardoso, Universidade Tecnológica Federal do Paraná, Brazil

Francisco Antunes, University of Beira Interior and INESC Coimbra, Portugal

Francisco José García Tartera, UCM, Spain

Gabriel Alberto García-Mireles, University of Sonora, Mexico

Gabriel Barros, Tivo.ec, Ecuador

Gabriel Gomes de Oliveira, UNICAMP, Brazil

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

Giraldo De La Caridad Rodríguez, Universidad ECOTEC, Ecuador

Guillermo de los Santos Torres, Universidad Juárez Autónoma de Tabasco, Mexico

Gustavo Eduardo Fernández Villacrés, Instituto Superior Tecnológico España, Ecuador

Hamid AL-Asadi, University of basrah, Iraq

Hernan Paz Penagos, Universidad Escuela Colombiana de Ingeniería Julio Garavito, Colombia

Hugo Sanjurjo-González, University of Deusto, Spain

Inês Messias, Instituto Politécnico de Santarém, Portugal

Isabel Pedrosa, Coimbra Business School | ISCAC, Portugal

Iván Armuelles Voinov, Universidad de Panamá, Panama

João Tomaz Simoes, Polytechnic University of Tomar, Portugal

Javier Medina, Universidad Distrital Francisco José de Caldas, Colombia

Jean Araujo, Universidade Federal do Agreste de Pernambuco, Brazil

Jean-Paul Van Belle, University of Cape Town, South Africa

Jerónimo Nunes, Universidade dos Açores, Portugal

Jesus Manuel Niebla Zatarain, Universidad Autonoma de Sinaloa, Mexico

Jesus Zamora Mondragon, Universidad Cesar Vallejo, Peru

Joan-Francesc Fondevila-Gascón, Blanquerna-URL, EUM-UdG, Euncet-UPC, EAE Business School, UPF, CECABLE, Spain

João Gondim, University of Brasilia, Brazil

João Guerreiro, Instituto Universitário de Lisboa (ISCTE-IUL), Lisboa, Portugal, Portugal

Joao Manuel R.S. Tavares, Faculdade de Engenharia da Universidade do Porto, Portugal

João Reis, Lusófona University, Portugal

Jorge Barreiros, Polytechnic of Coimbra - ISEC, Portugal

Jorge Buele, Universidad Indoamérica, Ecuador

Jorge Giraldo-Plaza, Politécnico Colombiano Jaime Isaza Cadavid, Colombia

Jorge Herrera-Tapia, Universidad Laica Eloy Alfaro de Manabí, Ecuador

Jorge Iván Pincay Ponce, Universidad Laica Eloy Alfaro de Manabí, Ecuador

José Álvarez-García, Universidad de Extremadura, Spain

José Antonio Ogosi Auqui, Universidad César Vallejo, Peru

Jose Antonio Pow-Sang, Pontificia Universidad Católica del Perú, Peru

José Braga de Vasconcelos, Universidade Lusófona, Portugal

Jose Carlos Metrôlho, Polytechnic Institute of Castelo Branco, Portugal

Jose Luis Vázquez Noguera, Universidad Nacional de Asunción, Paraguay

José Machado, University of Minho, Portugal

José Manuel Villegas Izaguirre, Universidad Autonoma de Baja California, Mexico

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

José Silva, Academia Militar, Portugal

Juan Antonio Meza Fregoso, Universidad Autónoma de Baja California, Mexico

Juan Bernardo Montoya Mogollón, São Paulo State University, Brazil

Juan D'Amato, UNCPBA, Argentina

Juan Jesus Ojeda-Castelo, University of Almeria, Spain

Juan M. Santos-Gago, University of Vigo, Spain

Juan Pacheco Torres, Universidad César Vallejo, Peru

Juan Pavón, Universidad Complutense de Madrid, Spain

Juana del Carmem Bedoya Chanove, Universidad Privada de Tacna, Peru 

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

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

Luis Alberto Munayco Barraza, UCV, Peru

Luis Álvarez Sabucedo, University of Vigo, Spain

Luis Fernando Aguas Bucheli, Universidad de Las Américas, Ecuador

Luis Rosales, Universidad Experimental Politécnica Antonio José de Sucre, Venezuela

Luis Mendes Gomes, University of the Azores, 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 Sussy Bayona Ore, Universidad Nacional Mayor de San Marcos, Peru

Mafalda Roxo, INESC TEC, Portugal

Manuel Caeiro Rodríguez, Universidade de Vigo, Spain

Manuel Jesus Sanchez Chero, Universidad Nacional de Frontera, Peru

Manuel Sousa Pereira, Instituto Politécnico de Viana do Castelo, Portugal

Manuel Tupia, Pontificia Universidad Catolica del Peru, Peru

Marcelo Garcia, Basque Country University, Spain

Marco Javier Suarez Baron, UPTC, Colombia

Marco Quintana, UIDE, Ecuador

Marcos Vincius de Souza Toledo, Instituto Federal de Minas Gerais, Brazil

Maria Amelia Eliseo, Universidade Presbiteriana Mackenzie, 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, Instituto Politécnico de Bragança, Portugal

María Teresa García-Álvarez, University of A Coruna, Spain

Mário Cruz, Polytechnic of Porto, Portugal

Mário Negas, Universidade Aberta, Portugal

Marisol B. Correia, Universidade do Algarve, Portugal

Maritza Elisabet Aguirre Munizaga, Universidad Agraria del Ecuador, Ecuador

Marla TGeresinha Barbosa Geller, CEULS/ULBRA, Brazil

Mauro Oddo Nogueira, Instituto de Pesquisa Econômica Aplicada - Ipea, Brazil

Mazyar Zand, MOP & IAU, Iran

Michal Kvet, Žilinská univerzita v Žiline, Slovakia

Miguel Angel Manso Callejo, Universidad Politécnica de Madrid, Spain

Miguel Arcos-Argudo, Universidad Politécnica Salesiana, Ecuador

Miliam Quispe Vargas, Universidad Nacional Jorge Basadre Grohmann, Peru

Milos Maryska, Prague University of Economics and Business, Czechia

Mohammad Salam, Chicago State University, USA

Mónica Aresta, University of Aveiro, Portugal

Mónica Costa, Polytechnic Institute of Castelo Branco, Portugal

Nadezda Abbas, Universidad Bernardo O’Higgins, Chile

Naleen Jayasuriya, University of Kelaniya, Sri Lanka

Narasimha Rao Vajjhala, University of New York Tirana, Albania

Nello Scarabottolo, Università di Milano, Italy

Nelson Rocha, Universidade de Aveiro, Portugal

Nelson Russo, Universidade Aberta, Portugal

Nico Hillah, , Germany

Nídia Salomé Morais, Viseu Higher School of Education, Portugal

Nilthon Dennis Paredes Quezada, Gerencia Regional de Educación La Libertad, Peru

Noel García-Díaz, Tecnológico Nacional de México, Mexico

Nora del Carmen Osuna Millan, Universidad Autonoma de Baja California, Mexico

Norka Bedregal-Alpaca, Universidad Nacional de San Agustín de Arequipa, Peru

Nuno Costa, IPLeiria, Portugal

Nuno Martins, Polytechnic of Cávado and Ave, Portugal

Nuno Melão, Instituto Politécnico de Viseu, Portugal

Olger Gutierrez Aguilar, Universidad Nacional de San Agustín, Peru

Omar Correa Madrigal, University of Informatics Sciences, Cuba

Orlando Belo, University of Minho, Portugal

Oscar Carlos Medina, Universidad Tecnológica Nacional – Facultad Regional Córdoba, Argentina

Osvaldo Dias Silva, Universidade dos Açores, Portugal

Osvaldo Luiz Oliveira, Unifaccamp, Brazil

Osvaldo Santos, Instituto Politécnico de Castelo Branco, Portugal

Pablo Payró Campos, Universidad Juárez Autónoma de Tabasco, Mexico

Patrícia Leite, Instituto Politécnico Cavado e Ave, Portugal

Patricia Quiroz-Palma, Uleam, Ecuador

Paul Crocker, Universidade da Beira Interior, Portugal

Paula Amaro, Polytechnic of Guarda (IPG), Guarda – Portugal, Portugal

Paula Escudeiro, ISEP/GILT (Games Interaction & Learning Technologies), Portugal

Paulo Batista, CIDEHUS, Portugal

Paulo Rurato, Universidade Fernando Pessoa, Portugal

Pedro Beça, University of Aveiro, Portugal

Pedro Isaias, Universidade Aberta, Portugal

Pedro Martins, Polytechnic University of Viseu, Portugal

Pedro Manuel do Espírito Santo, Instituto Politécnico de Leiria, Portugal

Pedro Sousa, University of Minho, Portugal

Peixoto Hugo, University of Minho, Portugal

Petr Doucek, Prague Univesrity of Economics and Business, Czechia

Piotr Kulczycki, Polish Academy of Science, Systems Research Institute, Poland

Radhakrishna Bhat, Manipal Institute of Technology, Manipal, India

Rafael Rosabal Chamizo, University of Informatics Sciences, Cuba

Renato Mauricio Toasa Guachi, Universidad Tecnológica Israel, Ecuador

Rene GARZOZI-PINCAY, Universidad Estatal Península de Santa Elena, Ecuador

Ricardo Linden, FSMA, Brazil

Ricardo Simoes, Polytechnic Institute of Cavado and Ave, Portugal

Roberto Henriques, Nova ims, Portugal

Rocío González-Sánchez, Rey Juan Carlos University, Spain

Rodolfo Bojorque, Universidad Politécnica Salesiana, Ecuador

Roman Neruda, Institute of Computer Science, Czech Academy of Sciences, Czechia

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 Sepulveda, Universidad de La Frontera, Chile

Samuel Silva, University of Aveiro, Portugal

Sandro Carvalho, Polythecninc of Cavado and Ave

Santiago Gonzales Sánchez, Universidad César Vallejo, Peru

Sara Balderas-Díaz, Universidad de Cádiz, Spain

Sara Dias-Trindade, Faculty of Arts of the University of Porto, Portugal

Segundo Edwin Cieza-Mostacero, Universidad César Vallejo, Peru

Segundo Edwin Cieza-Mostacero, Universidad Privada Antenor Orrego, Peru

Sergio Araya Guzmán, Universidad del Bío-Bío, Chile

Sergio Correia, Portalegre Polytechnic University, Portugal

Sergio Gálvez Rojas, Universidad de Málaga, Spain

Shashi Kant Gupta, Chitkara University, India

Shekhar Rathor, Sam Houston State University, USA

Sofia Ribeiro, University of Aveiro, Portugal

Sónia Rolland Sobral, REMIT, Universidade Portucalense, Portugal

Suzanne Fonseca Amaro, Polytechnic Institute of Viseu, Portugal

Tagleorge Silveira, ISTEC Porto, Portugal

Talha Alam, NTNU Norway, Norway

Tiago Trancoso, Polytechnic of Viana do Castelo, Portugal

Thiza Cantuária, , Brazil

Vaidas Giedrimas, Vilnius University, Siauliai Academy, Lithuania

Valderi Leithardt, ISCTE - Instituto Universitário de Lisboa, Portugal

Vanessa Tavares Nunes, Inteli - Instituto de Tecnologia e Liderança, Brazil

Veronica Martinez Lazcano, Universidad Autónoma del Estado de Hidalgo, Mexico

Veronica Segarra Faggioni, UTPL, Ecuador

Verónica Vasconcelos, ISEC - IPC, Portugal

Víctor Manuel Cornejo Aparicio, Universidad Nacional de San Agustín de Arequipa, Peru

Virginia Araujo, Atlantica University, Portugal

Vitor Gonçalves, Instituto Politécnico de Bragança, Portugal

Vitor Santos, Universidade Nova de Lisboa - NOVA IMS, Portugal

Waqas Haider Bangyal, Kohsar University Murree, Pakistan

Wagner Tanaka Botelho, Federal University of ABC, Brazil

Yogesh Kumar Jain, Sandip University, India

Youssef GAHI, Ibn Tofail University, Morocco

Yugrnanda Puri, BVCOE, India

Zenaide Silva, Universidade Federal do Sul e Sudeste do Pará, Brazil