Esta investigación pre-experimental, se desarrolla ante las deficiencias de los estudiantes para el aprendizaje de las operaciones con matrices por ello se plantea como objetivo determinar la influencia de la aplicación del programa multimedia en el aprendizaje de las operaciones con matrices en los estudiantes del primer ciclo de la Escuela Profesional de Ingeniería Civil de la Universidad César Vallejo, en el ciclo académico 2012-I. La población estuvo conformada por 21 estudiantes, al que se le aplicaron un cuestionario:” Evaluación del aprendizaje de las operaciones con matrices”, que tuvo una confiabilidad de 0.85 (Cronbach) tipo examen que sirvió para evaluar a los estudiantes antes y después de aplicado el programa. Se aplicaron los principios éticos y los resultados revelaron que después de haber aplicado el programa utilizando el multimedia, ha mejorado el aprendi...

In this research satellite image classification for environmental change prediction using image processing and machine learning methods is used. As we know satellite images is one of the important sources of collecting information for all area and region of interest which is suitable for any difficult situation around the world. The satellite image helps in collecting information on areas which is unpredictable and unreachable through digital cameras. In this research work, an advanced study on environmental change perdition has been examined using three classes’ ice land area, cropland area, and forest area. This research help in characterizing the type of satellite image classification for the particular three classes. The following stages have been considered are preprocessing, segmentation, and classification methods using K- Nearest Neighbor classifier. The present investigation r...

This pre-experimental research is conducted because of the deficiencies of the students for learning matrix operations so we set ourselves the objective to determine the influence of the application of multimedia learning program matrix operations in students the first semester of the Professional School of Civil Engineering of the Universidad César Vallejo, in the academic year 2012-I. The population consisted of 21 students to whom a questionnaire was applied: "Evaluation of the learning matrix operations", which had a reliability of 0.85 (Cronbach) type examinations which evaluated students before and after applying the program. ethical principles were applied and the results revealed that after following the program using the multimedia learning students improved, increasing markedly in the levels of measured learning because from the scale of learning achieved, from 0% obtained in ...