Bridging learning analytics and Cognitive Computing for Big Data classification in micro-learning video collections
作者： Danilo Dessì , Gianni Fenu , Mirko Marras , Diego Reforgiato Recupero
DOI: 10.1016/J.CHB.2018.03.004
关键词:
摘要: … with knowledge of audio signals for translating the spoken language of an audio track in its … and Big Data for several LA tool interfaces which require to work with micro-learning videos. …
core.ac.uk
sci-hub.se 参考文章(47)
Léon Bottou, Large-Scale Machine Learning with Stochastic Gradient Descent Proceedings of COMPSTAT'2010. pp. 177- 186 ,(2010) , 10.1007/978-3-7908-2604-3_16
Giovanni Garibotto, Pierpaolo Murrieri, Alessandro Capra, Stefano De Muro, Ugo Petillo, Francesco Flammini, Mariana Esposito, Cocetta Pragliola, Giuseppe Di Leo, Roald Lengu, Nadia Mazzino, Alfredo Paolillo, Michele D’Urso, Raffaele Vertucci, Fabio Narducci, Stefano Ricciardi, Andrea Casanova, Gianni Fenu, Marco De Mizio, Mario Savastano, Michele Di Capua, Alessio Ferone, White Paper on Industrial Applications of Computer Vision and Pattern Recognition international conference on image analysis and processing. ,vol. 8157, pp. 721- 730 ,(2013) , 10.1007/978-3-642-41184-7_73
Alberto Fernández, Sara del Río, Victoria López, Abdullah Bawakid, María J. del Jesus, José M. Benítez, Francisco Herrera, Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery. ,vol. 4, pp. 380- 409 ,(2014) , 10.1002/WIDM.1134
Richard A Olshen, Charles J Stone, Leo Breiman, Jerome H Friedman, Classification and regression trees ,(1983)
Ryan Shaun Baker, Paul Salvador Inventado, Educational Data Mining and Learning Analytics Foundations of Learning and Instructional Design Technology. pp. 61- 75 ,(2014) , 10.1007/978-1-4614-3305-7_4
Zhaochun Ren, Maria-Hendrike Peetz, Shangsong Liang, Willemijn van Dolen, Maarten de Rijke, Hierarchical multi-label classification of social text streams international acm sigir conference on research and development in information retrieval. pp. 213- 222 ,(2014) , 10.1145/2600428.2609595
Nikolaos Gkalelis, Vasileios Mezaris, Video event detection using generalized subclass discriminant analysis and linear support vector machines international conference on multimedia retrieval. pp. 25- ,(2014) , 10.1145/2578726.2578745
Jeffrey Dalton, James Allan, Pranav Mirajkar, Zero-shot video retrieval using content and concepts conference on information and knowledge management. pp. 1857- 1860 ,(2013) , 10.1145/2505515.2507880
Maria-Cruz Valiente, Miguel-Angel Sicilia, Elena Garcia-Barriocanal, Enayat Rajabi, Adopting the metadata approach to improve the search and analysis of educational resources for online learning Computers in Human Behavior. ,vol. 51, pp. 1134- 1141 ,(2015) , 10.1016/J.CHB.2014.12.059
Lu Jiang, Shoou-I Yu, Deyu Meng, Teruko Mitamura, Alexander G. Hauptmann, Bridging the Ultimate Semantic Gap: A Semantic Search Engine for Internet Videos international conference on multimedia retrieval. pp. 27- 34 ,(2015) , 10.1145/2671188.2749399