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curriculum planning curricular evaluation natural language processing semantic correlation socio formative data

Semantic Correlation Model of Socio-Formative Data for Curricular Planning Evaluation

Diego Armando Aristizábal , Huaita Acha Delsi Mariela , Yangali Vicente Judith Soledad

The study presents a semantic correlation model (SCM) of socioformative data, which is designed to support the evaluation of curriculum planning (CPE).

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The study presents a semantic correlation model (SCM) of socioformative data, which is designed to support the evaluation of curriculum planning (CPE) that is developed from indicators derived from curriculum components such as graduate profile, study plan, area plan and subject plan. The objective of the research was to design a semantic correlation model of socio-formative data to support the evaluation of curriculum planning in accordance with the objectives of sustainable development in education. The study is a quasi-experimental research based in a Likert questionnaire applied on a group of 10 students (16 and 18 years old) belonging to the eleventh grade of the urban official educational institutions of Marsella, in the department of Risaralda in Colombia. The results indicate that the model has an impact on the evaluation of curricular planning, concluding that the design and implementation of a semantic correlation model of sociodemographic data does have an impact on the evaluation of curricular planning of a classroom subject in an educational institution in Marsella.

Keywords: Curriculum planning; curricular evaluation; natural language processing; semantic correlation; socio-formative data.

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Al-Eyd, G., Achike, F., Agarwal, M., Atamna, H., Atapattu, D. N., Castro, L., Estrada, J., Ettarh, R., Hassan, S., Lakhan, S. E., Nausheen, F., Seki, T., Stegeman, M., Suskind, R., Velji, A., Yakub, M., & Tenore, A. (2018). Curriculum mapping as a tool to facilitate curriculum development: A new School of Medicine experience. BMC Medical Education, 18, Article 185. https://doi.org/10.1186/s12909-018-1289-9

Aranda Barradas, J. S., & Salgado Manjarrez, E. (2005). El diseño curricular y la planificación estratégica [Curricular design and strategic planning]. Innovación Educativa, 5(26), 25-35.

Arispe Alburqueque, C. M., Yangali Vicente, J. S., Guerrero Bejarano, M. A., Lozada de Bonilla, O. R., Acuña Gamboa, L. A., & Arellano Sacramento, C. (2020). La investigación científica. Una aproximación para los estudios de posgrado [Scientific research. An approach to postgraduate studies]. Repositorio digital UIDE. https://repositorio.uide.edu.ec/handle/37000/4310

Aristizabal Fuquene, J. A. (2016). Analítica de datos de aprendizaje (ADA) y gestión educativa [Learning data analytics (ADA) and educational management]. Gestión de la Educación, 6(2), 149-168. https://doi.org/10.15517/rge.v1i2.25499

Aristizabal Fuquene, J. A. (2017). Diseño y aportes de un modelo de minería de datos educativos en aulas de educación media de carecter presencial [Design and contributions of a model for educational data mining in face-to-face secondary education classrooms] [Doctoral dissertation, Universidad Santo Tomas]. USTA Repository. https://repository.usta.edu.co/handle/11634/3945

Casanova, M. A. (2012). El diseño curricular como factor de calidad educativa [Curricular design as a factor of educational quality]. Revista Iberoamericana sobre Calidad, Eficacia y Cambio en Educación, 10(4), 6-20. https://www.redalyc.org/articulo.oa?id=55124841002

Charleer, S., Moere, A. V., Klerkx, J., Verbert, K., & De Laet, T. (2018). Learning analytics dashboards to support adviser-student dialogue. IEEE Transactions on Learning Technologies, 11(3), 389-399. https://doi.org/10.1109/TLT.2017.2720670

Chatti, M. A., Dyckhoff, A. L., Schroeder, U., & Thüs, H. (2013). A reference model for learning analytics. International Journal of Technology Enhanced Learning, 4(5-6), 318-331. https://doi.org/10.1504/IJTEL.2012.051815

Diaz Villa, M. (2015). La evaluación curricular en el marco de la evaluación de la calidad [Curricular evaluation within the framework of quality assessment]. Revista (Con)textos, 4(14), 19-30.

Fonseca Perez, J. J., & Gamboa Graus, M. E. (2017). Aspectos teóricos del diseño curricular y sus particularidades en las ciencias [Theoretical aspects of curricular design and its particularities in science]. Revista Boletín Redipe, 6(3), 83–112. https://bit.ly/44Z5EYv   

Freire Quintana, J. L., Paez Quinde, M. C., Espinoza, M. N., Ríos, M. N., & Paredes, R. I. (2018). El diseño curricular, una herramienta para el logro educativo [Curricular design, a tool for educational achievement]. Revista de Comunicación de la SEECI, 22(45), 75-86. https://doi.org/10.15198/seeci.2018.45.75-86

García, F. (2002). Currículo y pertinencia [Curriculum and relevance]. Docencia Universitaria, 3(2), 107-123. https://bit.ly/3Z1XuN3

Gomez-Aguilar, D.-A., García-Peñalvo, F.-J., & Theron, R. (2014). Analítica visual en e-learning [Visual analytics in e-learning]. Profesional de la Informacion, 23(3), 236-245. https://doi.org/10.3145/epi.2014.may.03

Hernández-Sampieri, R., & Mendoza-Torres, S. P. (2018). Metodología de la investigación: Las rutas cuantitativa, cualitativa y mixta [Research methodology: Quantitative, qualitative and mixed routes]. McGraw Hill.

Hoppe, U. H. (2017). Computational methods for the analysis of learning and knowledge building communities. In C. Lang, G. siemens, A. Wise, & D. Gašević (Eds.), The handbook of learning analytics (pp. 23–33). SOLAR, Society for Learning Analytics and Research. https://doi.org/10.18608/hla17.002

Iafrancesco V, G. M. (2004). Curriculo y plan de estudios [Curriculum and study plan]. Cooperativa Editorial Docente.

Jauregui Mora, S. Z. (2018). La transversalidad curricular: Algunas consideraciones teóricas para su implementación [Curricular transversality: Some theoretical considerations for its implementation]. Revista Boletín Redipe, 7(11), 65–81. https://revista.redipe.org/index.php/1/article/view/627

MacAvaney, S., Nardini, F. M., Perego, R., Tonellotto, N., Goharian, N., & Frieder, O. (2020). Training curricula for open domain answer re-ranking. In Proccedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 529-538). Association for Computing Machinery. https://doi.org/10.1145/3397271.3401094

Mandic, M. (2022). Semantic web based platform for the harmonization of teacher education curricula. Computer Science and Information Systems, 19(1), 229-250. https://doi.org/10.2298/CSIS210207050M

Martínez Márquez, L. E. (2015). Evaluación del perfil de egreso: Primer paso para la reformulación del currículum [Evaluation of the graduation profile: First step for the reformulation of the curriculum]. CPU-e, Revista de Investigación Educativa, (21), 210-221. https://doi.org/10.25009/cpue.v0i21.1711

Mendoza Moreira, F. S., & González Palacios, T. E. (2015). Fuentes epistemológicas y contextuales para la generación de currículos pertinentes en la sociedad del conocimiento [Epistemological and contextual sources for the generation of pertinent curricula in the knowledge society]. Foro Educacional, (24), 11-33. https://dialnet.unirioja.es/servlet/articulo?codigo=6429423

Monroy, C., Rangel, V. S., & Whitaker, R. (2014). A strategy for incorporating learning analytics into the design and evaluation of a K-12 science curriculum. Journal of Learning Analytics, 1(2), 94-125. https://doi.org/10.18608/jla.2014.12.6

Morales Martínez, M. E., Preciado Duarte, N. Y., Nader Salazar, V. S., & Hernàndez, C. P. (2017). La Gestión curricular, proceso integrador del entorno y contexto de la institución educativa universitaria [Curricular management, integrating process of the environment and context of the university educational institution]. [Specialization degree thesis, Fundación Universitaria de Ciencias de la Salud de Bogotá]. Repository Fucasalud. http://repositorio.fucsalud.edu.co/handle/001/789

Muslim, A. (2018). Open LAP: A user-centered open learning analytics platform [Doctoral dissertation, RWTH Aachen University]. RWTH Publications. https://doi.org/10.18154/RWTH-2019-00061

Navarro-Corona, C. (2017). Estrategias de aprendizaje de los directores escolares en la sociedad del conocimiento [Learning strategies of school directors in the knowledge society]. Education in the Knowledge Society, 18(4), 97-112. https://doi.org/10.14201/eks201718497112  

Niño Zafra, L. S., Tamayo Valencia, A., Díaz Ballén, J. E., & Gamma Bermúdez, A. (2016). Competencias y currículo: Problemáticas y tensiones en la escuela [Competences and curriculum: Problems and tensions at school]. Universidad Pedagógica Nacional. https://bit.ly/47gPxXS

Ortega-Carbajal, M. F., Hernández-Mosqueda, J. S., & Tobón-Tobón, S. (2015). Impacto de la cartografía conceptual como estrategia de gestión del conocimiento [Impact of conceptual cartography as a comprehensive strategy on knowledge]. Ra Ximhai: Revista Científica de Sociedad, Cultura y Desarrollo Sostenible, 11(4), 171-180. https://doi.org/10.35197/rx.11.01.e2.2015.11.mo

Osorio Villegas, M., & Herrera Pua, M. (2013). Educación Preescolar en Colombia: Estructura del currículo y modelo pedagogico-didactico [Preschool education in Colombia: Curriculum structure and pedagogical-didactic model]. Universidad del Norte. https://www.jstor.org/stable/j.ctt1c3px4r

Rangel Torrijo, H. (2015). Una mirada internacional de la construcción curricular: Por un currículo vivo, democrático y deliberativo [An international look at curriculum construction: For a lively, democratic and deliberative curriculum]. Electronic Journal of Educational Research, 17(1), 1-16. https://redie.uabc.mx/redie/article/view/380

Renteria Vera, J. A. (2020). Variables para el diseño y actualización curricular para la solución de problemas locales-globales mediados por procesos de innovación educativa para secundaria básica [Variables for curricular design and updating for the solution of local-global problems mediated by educational innovation processes for basic secondary] [Doctoral dissertation, National University of La Plata]. Institucional Repository UNLP. https://doi.org/10.35537/10915/90728  

Rodríguez, T., & Aguilar, J. (2017). Implementation of the dynamic semantic ontological framework. Chilean Engineering Journal, 25(3), 430-448. https://doi.org/10.4067/S0718-33052017000300430

Velásquez Pérez, T., Puentes, A. M., & Espinel Blanco, E. E. (2016). Marco ontológico para la estructuración semántica y la recuperación de recursos bibliográficos empleando procesamiento del lenguaje natura [Ontological framework for semantic structuring and retrieval of bibliographic resources using natural language processing]. Revista Colombiana de Tecnologías Avanzadas, 2(28), 9-15. https://doi.org/10.24054/16927257.v28.n28.2016.2435  

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