Tesis Gustavo Ramirez Internet de Objetos

References (674)

1. Mario Muñoz-Organero, Gustavo A. Ramírez González, Pedro Muñoz Merino and Car- los Delgado Kloos. "Analyzing Convergence in e-Learning Resource Filtering Based on ACO Techniques: A Case Study With Telecommunication Engineering Students". IEEE Transactions on Education. Aceptado para publicación. Primera Publicación en línea el 2009-10-16.
2. Gustavo Ramírez, Mario Muñoz Organero and Carlos Delgado Kloos. "Interacción y adaptación basada en perfiles de usuario en la Internet de objetos". V Congreso Iberoamericano de Telemática (CITA 2009). Gijón,Spain May 11 -12 2009.
3. Gustavo Ramírez, Mario Muñoz Organero, Carlos Delgado Kloos and Ángela Chan- tre Astaiza. "Exploring NFC Interactive Panel". The Fifth Annual International Con- ference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2008) 1 . Dublin, Ireland. July 21-25, 2008.
4. Gustavo A. Ramírez, Mario Muñoz Organero and Carlos Delgado Kloos. "IOT early possibilities in learning scenarios". Workshop on Designing the Internet of Things for
5. Categría A del índice de congresos CORE versión 2007.
6. VI Workplace Realities: Social and Cultural Aspects in Design and Organization (Social- IoT). Adjunct Proceedings. First International Conference on The Internet of Things (IOT 2008). LNCS: 4952 ISSN: 0302-9743. Zurich, Switzerland. March 26-28. 2008.
7. Mario Muñoz Organero, Gustavo A. Ramirez y Carlos Delgado Kloos, "El "post-it digital" con NFC". Primeras Jornadas Científicas sobre RFID -Sociedad Española de Trazabilidad (JCRFID2007). Ciudad Real. 21-23 Noviembre 2007. Publicaciones en eventos de E-Learning
8. Gustavo Ramírez, Mario Muñoz Organero, Derick Leony Arreaga, Carlos Delgado Kloos, Eleonora Palta Velasco and Mario Solarte Sarasty. "Integración y experien- cia de Internet de objetos en e-learning". V Congreso Iberoamericano de Telemática (CITA 2009). Gijón,Spain May 11 -12 2009.
9. Gustavo A. Ramírez, Mario Muñoz Organero and Carlos Delgado Kloos, "Exploring Touching Learning Enviroments". Learning to Live in the Knowledge Society (ED- L2L) 2 . 20th World Computer Congress (WCC2008). Milan, Italy, September 7 -10. 2008.
10. Gustavo A. Ramirez, Mario Muñoz Organero and Carlos Delgado Kloos, "Early infras- tructure of an Internet of Things in Spaces for Learning". The 8th IEEE International Conference on Advanced Learning Technologies (ICALT08) 3 . Santander, Spain. July 1-4. 2008.
11. Gustavo A. Ramírez, Mario Muñoz Organero y Carlos Delgado Kloos, "Internet de Objetos en Escenarios de Aprendizaje". Primer Seminario Red SOLITE (Software Libre en Teleformación). 21-24 Abril. Madrid 2008.
12. Gustavo A. Ramírez, Mario Muñoz Organero and Carlos Delgado Kloos, "Exploring NFC For Supporting Mobility In Learning Scenarios". Mobile Learning 2008. IADIS International Conference. Algarve, Portugal. April 11-13. 2008. Participación en Competiciones Técnicas [12] APPLICATION FINALIST. "NFC PANEL". Touching the Future: NFC Forum Global Competition. Organized by NFC FORUM. Abril 29. 2008.
13. Herramienta "NFC player". Set de herramientas para móviles NFC y servidor. Dispo- nible en SourceForge.
14. Categoría A del índice de congresos CORE versión 2007.
15. Mauricio Saenz, Jaime Sanchez, Gustavo Ramírez y Mario Muñoz. "Análisis y ca- racterización tecnológica de un entorno avanzado de M-Learning". Reporte Técnico. Red SOLITE (Software Libre en Teleformación). Julio 2009.
16. Mauricio Saenz, Jaime Sanchez, Gustavo Ramírez, Mario Muñoz y Samuel Martín. "Situación actual del m-learning". Reporte Técnico. Red SOLITE (Software Libre en Teleformación). Febrero 2009.
17. 1. Definiciones y conceptos clave . . . . . . . . . . . . . . . . . . . . . . . .
18. 1.1. Internet de Objetos . . . . . . . . . . . . . . . . . . . . . . . . . .
19. 1.2. Computación Ubicua . . . . . . . . . . . . . . . . . . . . . . . . .
20. 1.3. Contexto . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
21. Localización . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
22. 1.5. TEL -Technology Enhanced Learning . . . . . . . . . . . . . . .
23. 1.6. Aprendizaje Móvil -Mobile Learning . . . . . . . . . . . . . . . .
24. 1.7. Aprendizaje Ubicuo -Ubiquitous Learning . . . . . . . . . . . . .
25. 2. Tecnologías relacionadas . . . . . . . . . . . . . . . . . . . . . . . . . . .
26. 2.1. RFID . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
27. 2.2. NFC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
28. 2.3. EPC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2.2.4. Alternativas basadas en códigos de Barras . . . . . . . . . . . . . .
29. 3. Experiencias previas respecto a la tecnología . . . . . . . . . . . . . . . . .
30. de Objetos . . . . . . . . . . . . . . . . . . . . . . . . . .
31. Objetos Inteligentes . . . . . . . . . . . . . . . . . . . . . . . . .
32. Experiencias con NFC y EPC . . . . . . . . . . . . . . . . . . . .
33. Experiencias con pizarras electrónicas y despliegues . . . . . . . .
34. Experiencias previas respecto al aprendizaje Móvil y Ubicuo . . . . . . . .
35. 4.1. Clasificación de aplicaciones . . . . . . . . . . . . . . . . . . . . .
36. 4.1.1. Aplicaciones de administración . . . . . . . . . . . . . .
37. Localización . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
38. 6.6. Análisis estadístico descriptivo . . . . . . . . . . . . . . . . . . . . 5.6.6.1. Análisis estadístico descriptivo. Parte 1 Recorrido o Con- sulta del Campus . . . . . . . . . . . . . . . . . . . . . .
39. 6.6.2. Análisis estadístico descriptivo. Parte 2 Respuesta de en- cuesta inicial. . . . . . . . . . . . . . . . . . . . . . . .
40. 6.6.3. Análisis estadístico descriptivo. Parte 3 Conformación de Grupos. . . . . . . . . . . . . . . . . . . . . . . . . . .
41. 6.6.4. Análisis estadístico descriptivo. Parte 4 Desarrollo de pre- sentación en grupo. . . . . . . . . . . . . . . . . . . . .
42. 6.6.5. Análisis estadístico descriptivo. Parte 5 Respuesta de test final. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
43. 6.7. Análisis estadístico inferencial . . . . . . . . . . . . . . . . . . . . 5.6.7.1. Análisis estadístico inferencial. Parte 4. Desarrollo de pre- sentación en grupo según tipo de grupo . . . . . . . . . .
44. 6.7.2. Análisis estadístico inferencial. Parte 4. Desarrollo de pre- sentación en grupo según tipo de medio usado . . . . . .
45. 6.7.3. Análisis estadístico inferencial. Parte 4. Desarrollo de pre- sentación en grupo según tipo de agrupación . . . . . . .
46. 6.7.4. Análisis estadístico inferencial. Parte 5. Nota Test Final según tipo de grupo . . . . . . . . . . . . . . . . . . . .
47. 6.7.5. Análisis estadístico inferencial. Parte 5. Nota Test Final según tipo de medio usado . . . . . . . . . . . . . . . .
48. 6.7.6. Análisis estadístico inferencial. Parte 5. Nota Test Final según tipo de agrupación . . . . . . . . . . . . . . . . .
49. 6.8. Análisis de Validez . . . . . . . . . . . . . . . . . . . . . . . . . .
50. Conclusiones de la experiencia . . . . . . . . . . . . . . . . . . . .
51. 7. Conclusiones Generales de las Experiencias . . . . . . . . . . . . . . . . .
52. Conclusiones, Contribuciones y Trabajo Futuro 6.1. Conclusiones . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
53. 1.1. Conclusiones sobre el estado del arte . . . . . . . . . . . . . . . .
54. aprendizaje . . . . . . . . . . . . . . . . . . . . . .
55. Conclusiones sobre los resultados experimentales en cursos reales .
56. 2. Contribuciones . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
57. Experiencias en entornos reales . . . . . . . . . . . . . . . . . . .
58. 3. Lecciones Aprendidas . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
59. Trabajos Futuros . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Referencias
60. 6. Arquitectura de las etiquetas EPC. . . . . . . . . . . . . . . . . . . . . . .
61. 7. Etiquetas NFC exploradas. . . . . . . . . . . . . . . . . . . . . . . . . . .
62. 8. Arquitectura de las etiquetas y dispositivos activos NFC. . . . . . . . . . .
63. 9. Servicio de aprendizaje basado en LMS. . . . . . . . . . . . . . . . . . . .
64. 10. Arquitectura general de Internet de Objetos en aprendizaje. . . . . . . . . .
65. 11. Post-It Digital. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
66. 12. Post-It Digital. Interfaz de entrada. . . . . . . . . . . . . . . . . . . . . . .
67. 13. Post-It Digital. Interacción para escritura. . . . . . . . . . . . . . . . . . .
68. 14. Post-It Digital. Modo lectura. . . . . . . . . . . . . . . . . . . . . . . . . .
69. 15. Arquitectura de .LRN usando el paquete Object Logger. . . . . . . . . . . .
70. 16. Arquitectura Paquete Object Logger. . . . . . . . . . . . . . . . . . . . . .
71. 17. Arquitectura Profile Manager. . . . . . . . . . . . . . . . . . . . . . . . .
72. 18. Asistente en Campus. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
73. 19. Arquitectura Profile Manager. . . . . . . . . . . . . . . . . . . . . . . . .
74. 20. NFC Interactive Panel en uso. . . . . . . . . . . . . . . . . . . . . . . . .
75. 21. Construcción del Panel . . . . . . . . . . . . . . . . . . . . . . . . . . . .
76. 22. Esquema de Comunicación. . . . . . . . . . . . . . . . . . . . . . . . . . .
77. 23. Arquitectura de BlueCove. . . . . . . . . . . . . . . . . . . . . . . . . . .
78. 24. Diferentes Formas de Proyección. . . . . . . . . . . . . . . . . . . . . . .
79. 25. NFC Panel. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
80. 26. NFC Player en uso. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
81. 27. ReadOnlyDB en uso. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
82. 28. ReadWriteTags -Lectura en uso. . . . . . . . . . . . . . . . . . . . . . . .
83. 29. ReadWriteTags -Escritura en uso. . . . . . . . . . . . . . . . . . . . . . .
84. 30. BT Bridge en uso. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
85. 31. BT Bridge registro almacenado. . . . . . . . . . . . . . . . . . . . . . . .
86. 1. Diagrama usado para el panel y para la clase presencial en Experiencia UC3M-1. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
87. -Experiencia UC3M-1. . . . . . .
88. -Experiencia UC3M-1. . . . .
89. Diagrama usado para el panel y para la clase presencial en Experiencia UC3M-2. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
90. -Experiencia UC3M-2. . . . . . .
91. -Experiencia UC3M-2. . . . .
92. 7. Gráficas de Normalidad Grupo Control para estudiantes en ambos grupos - Experiencias 1 y 2 para Análisis Conjunto. . . . . . . . . . . . . . . . . . .
93. 8. Gráficas de Normalidad Grupo Experiencia para estudiantes en ambos gru- pos -Experiencias 1 y 2 para Análisis Conjunto. . . . . . . . . . . . . . . .
94. 9. Gráficas de Normalidad Grupo Control para estudiantes en ambos grupos en Experiencia 1 para Experiencia 3. . . . . . . . . . . . . . . . . . . . . . .
95. 10. Gráficas de Normalidad Grupo Control para estudiantes en ambos grupos en Experiencia 2 para Experiencia 3. . . . . . . . . . . . . . . . . . . . . . .
96. 11. Diagrama usado para el panel y para la clase presencial. . . . . . . . . . . .
97. 12. Gráficas de Normalidad Grupo de Experiencia -Experiencia UNICAUCA. .
98. 13. Mapa Localización experiencia UPF. . . . . . . . . . . . . . . . . . . . . .
99. -Expe- riencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
100. grupo. Parte 4 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . .
101. 16. Diagramas de cajas. Nota presentación según tipo grupo. Parte 4 -Experien- cia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
102. -Experiencia UPF.(1/2) . . . . . . . . . . . . . . . . . . . .
103. -Experiencia UPF.(2/2) . . . . . . . . . . . . . . . . . . . .
104. 19. Diagramas de cajas. Nota presentación según tipo medio. Parte 4 -Experien- cia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
105. agru- pación. Parte 4 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . .
106. 21. Diagramas de cajas. Nota presentación según agrupación. Parte 4 -Expe- riencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
107. 22. Histograma de muestras. Nota test final. Parte 5 -Experiencia UPF. . . . . .
108. 23. Histograma de muestras. Nota test final según tipo grupo. Parte 5 -Expe- riencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
109. 24. Diagramas de cajas. Nota test final según tipo grupo. Parte 5 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
110. 25. Histograma de muestras. Nota test final según medio usado. Parte 5 -Expe- riencia UPF.(1/2) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
111. 26. Histograma de muestras. Nota test final según medio usado. Parte 5 -Expe- riencia UPF.(2/2) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
112. 27. Diagramas de cajas. Nota test final según tipo medio. Parte 5 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
113. 28. Histograma de muestras. Nota test final según agrupación. Parte 5 -Expe- riencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
114. 29. Diagramas de cajas. Nota test final según agrupación. Parte 5 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
115. 30. Gráficas de normalidad según medio. Nota final diapositiva entregada. Parte 4 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
116. 31. Gráficas de normalidad según medio. Nota final diapositiva entregada. Parte 4 -Experiencia UPF.(1/3) . . . . . . . . . . . . . . . . . . . . . . . . . . .
117. 32. Gráficas de normalidad según medio. Nota final diapositiva entregada. Parte 4 -Experiencia UPF.(2/3) . . . . . . . . . . . . . . . . . . . . . . . . . . .
118. 33. Gráficas de normalidad según medio. Nota final diapositiva entregada. Parte 4 -Experiencia UPF.(3/3) . . . . . . . . . . . . . . . . . . . . . . . . . . .
119. en- tregada. Parte 4 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . .
120. 35. Gráficas de normalidad según medio. Nota test final. Parte 5 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
121. 1. Modelo de referencia RFID. . . . . . . . . . . . . . . . . . . . . . . . . .
122. 2. Comparación entre aprendizaje móvil y ubicuo. . . . . . . . . . . . . . . .
123. 2. Propósitos del contacto en la Internet de Objetos. . . . . . . . . . . . . . .
124. 1. Relación de herramientas y escenarios. . . . . . . . . . . . . . . . . . . . .
125. 1. Formato de descripción de las experiencias. . . . . . . . . . . . . . . . . .
126. 2. Resultados test grupo de control -Experiencia UC3M-1. . . . . . . . . . .
127. 3. Resultados test grupo de experiencia -Experiencia UC3M-1. . . . . . . . .
128. 4. Estadísticos básicos descriptivos del grupo control -Experiencia UC3M-1. .
129. 5. Análisis de frecuencias del pre-test grupo control -Experiencia UC3M-1. .
130. 6. Análisis de frecuencias del post-test grupo control -Experiencia UC3M-1. .
131. 7. Análisis de frecuencias del incremento grupo control -Experiencia UC3M-1.
132. 8. Estadísticos básicos descriptivos del grupo experiencia -Experiencia UC3M-1. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
133. 9. Análisis de frecuencias del pre-test grupo experiencia -Experiencia UC3M-1.
134. 10. Análisis de frecuencias del post-test grupo experiencia -Experiencia UC3M-1.
135. 11. Análisis de frecuencias del incremento grupo experiencia -Experiencia UC3M-1. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
136. 12. Análisis promedios pre-test -Experiencia UC3M-1. . . . . . . . . . . . . .
137. 13. Análisis promedios post-test -Experiencia UC3M-1. . . . . . . . . . . . .
138. 14. Comparación porcentual de los incrementos -Experiencia UC3M-1. . . . .
139. control -Experiencia UC3M-1. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
140. 16. Pruebas de normalidad para muestras de grupo experiencia -Experiencia UC3M-1. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
141. 17. Prueba T para una muestra. Muestra de incremento del grupo de experiencia -Experiencia UC3M-1. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
142. experiencia -Experiencia UC3M-1. . . . . . . . . . . . . . .
143. 19. Prueba de Wilcoxon para muestras relacionadas. Muestras post-test y pre- test del grupo experiencia.-Experiencia UC3M-1. . . . . . . . . . . . . . .
144. 77. Respuesta encuesta inicial pregunta 2. Parte 2 -Experiencia UPF. . . . . . . 167
145. 78. Respuesta encuesta inicial pregunta 4. Parte 2 -Experiencia UPF. . . . . . . 168
146. 79. Distribución de grupos. Parte 3 -Experiencia UPF. . . . . . . . . . . . . . 169
147. asig- nado (1/2). Parte 3 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . 170
148. Asignado (2/2). Parte 3 -Experiencia UPF. . . . . . . . . . . . . . . . . . . 171
149. 83. Estadísticos básicos descriptivos. Nota final de diapositiva entregada. Parte 4 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 172
150. 84. Análisis de frecuencias. Nota final de diapositiva entregada. Parte 4 -Expe- riencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 173
151. diaposi- tiva entregada. Parte 4 -Experiencia UPF. . . . . . . . . . . . . . . . . . . 175
152. -Experiencia UPF. . . . . . . . . . . . . . . 178
153. 87. Estadísticos básicos descriptivos según agrupación. Nota final de diapositiva entregada. Parte 4 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . 182
154. 88. Estadísticos básicos descriptivos. Nota test final. Parte 5 -Experiencia UPF. 185
155. 89. Análisis de frecuencias. Nota test final. Parte 5 -Experiencia UPF. . . . . . 186
156. 90. Estadísticos Básicos Descriptivos según Tipo de Grupo. Nota Test Final. Parte 5 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . 187
157. 91. Estadísticos básicos descriptivos según tipo de medio usado. Nota test final. Parte 5 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . 190
158. 92. Estadísticos básicos descriptivos según agrupación. Nota test final. Parte 5 - Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 194
159. 93. Estadisticos descriptivos para análisis inferencial. Nota final diapositiva en- tregada. según tipo de grupo. Parte 4 -Experiencia UPF. . . . . . . . . . . 198
160. 94. Pruebas de normalidad según grupo. Nota final diapositiva entregada. Parte 4 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 199
161. 95. Prueba de U de Mann-Whitney para muestras independientes. Grupo expe- riencia y control. Nota final diapositiva entregada. Parte 4 -Experiencia UPF. 201
162. 96. Estadisticos descriptivos para análisis inferencial. Nota final diapositiva en- tregada. Según medio. Parte 4 -Experiencia UPF. . . . . . . . . . . . . . . 202
163. 97. Pruebas de normalidad según medio. Nota final diapositiva entregada. Parte 4 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 203
164. 98. Prueba de U de Mann-Whitney para muestras independientes. Medios expe- riencia con móviles y paseo campus. Nota final diapositiva entregada. Parte 4 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 207
165. 99. Prueba de U de Mann-Whitney para muestras independientes. Medios expe- riencia con móviles y web UPF. Nota final diapositiva entregada. Parte 4 - Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 208
166. 100. Prueba de U de Mann-Whitney para muestras independientes. Medios expe- riencia con móviles y tres medios. Nota Final Diapositiva Entregada. Parte 4 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 209 5.101. Prueba de Kruskal-Wallis para varias muestras independientes según tipo de medio. Nota final diapositiva entregada. Parte 4 -Experiencia UPF. . . . . . 209
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169. 104. Prueba de U de Mann-Whitney para muestras independientes. Agrupación solo moviles y otros medios. Nota final diapositiva entregada. Parte 4 -Ex- periencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 213
170. 105. Prueba de U de Mann-Whitney para muestras independientes. Agrupación Solo Moviles y Mixto. Nota Final Diapositiva Entregada. Parte 4 -Experien- cia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 214
171. 106. Prueba de Kruskal-Wallis para varias muestras independientes según agru- pación. Nota final diapositiva entregada. Parte 4 -Experiencia UPF. . . . . 214
172. 107. Estadisticos descriptivos para análisis inferencial. Nota test final. Según tipo de grupo. Parte 5 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . 215
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175. 110. Estadísticos descriptivos para análisis inferencial. Nota test final. Según tipo medio. Parte 4 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . 219
176. 111. Pruebas de normalidad según medio. Nota test final. Parte 5 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 220
177. 112. Prueba de U de Mann-Whitney para muestras independientes. Medios expe- riencia con móviles y paseo campus. Nota test final. Parte 5 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 224
178. 113. Prueba de U de Mann-Whitney para muestras independientes. Medios expe- riencia con móviles y web UPF. Nota test final. Parte 5 -Experiencia UPF. . 225
179. 114. Prueba de U de Mann-Whitney para muestras independientes. Medios Ex- periencia con Móviles y Web UPF. Nota Test Final. Parte 5 -Experiencia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225
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181. 116. Estadisticos descriptivos para análisis inferencial. Nota test final. Según tipo de agrupación. Parte 5 -Experiencia UPF. . . . . . . . . . . . . . . . . . . 227
182. 117. Pruebas de normalidad según agrupación. Nota test final. Parte 5 -Experien- cia UPF. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 227
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