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Semantically connected learning resources fostering intuitive guided learning

Nicola Capuano, Saverio Salerno, Giuseppina Rita Mangione, Anna Pierri
2014 International Journal of Continuing Engineering Education and Life-Long Learning  
If on the one hand the individualised teaching approaches try to find the best sequence of learning resources capable of satisfying individual goals, preferences and contexts, the intuitive guided learning  ...  approaches, on the other hand, envisages a non-linear learning experience where each learner can chose a personal path across the material according to his/her interests and preferences.  ...  Acknowledgements This research is partially supported by the European Commission under the Collaborative Project 'Adaptive Learning via an Intuitive, interactive, Collaborative, Emotional system', ALICE  ... 
doi:10.1504/ijceell.2014.060153 fatcat:n2fa6vl7j5cofe7ijvzlofxv5u

Understanding intuition: The case for two forms of intuition

Viktor Dörfler, Fran Ackermann
2012 Management Learning  
These considerations lead us to propose that there are two distinct kinds of intuition intuitive judgement and intuitive insight.  ...  In this paper we aim to extend our understanding of intuition in creativity by distinguishing between intuitive judgment and intuitive insight.  ...  Knowing is then seen as a process through which knowledge is used, such as learning, thinking, or applying knowledge.  ... 
doi:10.1177/1350507611434686 fatcat:3mynenseqvfevmqi44y3nw53py

Learning to Poke by Poking: Experiential Learning of Intuitive Physics [article]

Pulkit Agrawal, Ashvin Nair, Pieter Abbeel, Jitendra Malik, Sergey Levine
2017 arXiv   pre-print
We investigate an experiential learning paradigm for acquiring an internal model of intuitive physics.  ...  This formulation has the additional benefit that it is possible to learn forward models in an abstract feature space and thus alleviate the need of predicting pixels.  ...  Discussion and Future Work In this work we propose to learn "intuitive" model of physics using interaction data.  ... 
arXiv:1606.07419v2 fatcat:qxxhkb7ocfgfpimkx5fkxotmaq

Intuitive Language Learning Application Using IoT and ASL

Darshini Rajasekar, Student, B.Tech, Department of Computer Science & Engineering, Panimalar Engineering College, Anna University, Chennai Tamil Nadu India., Aravind Sekar, Magesh Rajasekar, Student, B.Tech, Department of Computer Science & Engineering, Coimbatore Institute of Technology, Anna University, Coimbatore Tamil Nadu India, Student, B.Tech, Department of Computer Science & Engineering, Coimbatore Institute of Technology, Anna University, Coimbatore Tamil Nadu India
2020 International Journal of Innovative Research in Computer Science & Technology  
Which aids the people with visual and hearing impairments to learn a new language?  ...  code for each and every alphabet The application assists the hearing impaired people to learn a new language by the standard sign language , the ASL.  ...  codes for the alphabets which are Intuitive Language Learning Application Using IoT And ASL the only way a visually impaired person learn a language.  Also so Far no application allows the Braille  ... 
doi:10.21276/ijircst.2020.8.6.3 fatcat:s5ag4vqimfgzjhoousprcqhjvq

Quantum 3: Learning QCD through Intuitive Play [article]

Tristan Özkan, Huey-Wen Lin
2019 arXiv   pre-print
The game will be implemented initially as a phone app, and the gameplay would require learning simple QCD rules to progress.  ...  By leveraging the willingness of players to engage with the rules of an entertaining game, they are able to easily learn a few principles of physics.  ...  We thank the Games for Entertainment and Learning Laboratory at Michigan State University for providing the infrastructure to develop this game.  ... 
arXiv:1901.00022v2 fatcat:hf25ygxncrf5ncpgxo3uk57tja

Intuition

Marta Sinclair, Neal M. Ashkanasy
2005 Management Learning  
, we develop a testable model of integrated analytical-intuitive decision-making and propose ways to measure the use of intuition.  ...  In the arena of managerial decision-making, one of the approaches being assessed is the use of intuition.  ...  But first, similarly to the domain of learning style (Sadler-Smith, 2001), we need to define the construct and to identify appropriate tools to measure it.  ... 
doi:10.1177/1350507605055351 fatcat:eo7ioimtufhkjbwu4xdmzitrqu

A Survey on Machine Learning Approaches for Modelling Intuitive Physics [article]

Jiafei Duan, Arijit Dasgupta, Jason Fischer, Cheston Tan
2022 arXiv   pre-print
Therefore, this paper presents a comprehensive survey of recent advances and techniques in intuitive physics-inspired deep learning approaches for physical reasoning.  ...  Such a cognitive ability is commonly known as intuitive physics.  ...  Conclusion To advance towards human-like learning, the integration of intuitive physics and deep learning is crucial [Lake et al., 2017] .  ... 
arXiv:2202.06481v3 fatcat:ywlgs2efqzga7epjkzebl3bpgi

Scientific intuition inspired by machine learning generated hypotheses [article]

Pascal Friederich, Mario Krenn, Isaac Tamblyn, Alan Aspuru-Guzik
2020 arXiv   pre-print
In particular, we study how it can be extracted and used to inspire human scientists to increase their intuitions and understanding of natural systems.  ...  In this work, we shift the focus on the insights and the knowledge obtained by the machine learning models themselves.  ...  S10 Supplementary Information: Scientific intuition inspired by machine learning generated hypotheses S1.  ... 
arXiv:2010.14236v2 fatcat:uwa2n355b5byfly5psra4qz7ya

Entrepreneurial learning; intuiting, scanning, internalizing and routinizing

Dermot Breslin
2019 Learning Organization  
This paper aims to address this gap by highlighting four key processual dimensions unique to entrepreneurial learning: intuiting, scanning, internalizing and routinizing.  ...  Findings It is thus argued that the ability of the entrepreneurial team to learn form and adapt to changes in the external market involves all four dimensions of intuiting, scanning, internalizing and  ...  Entrepreneurial Learning; Intuiting, Scanning, Internalizing and Routinizing. The Learning Organization. DOI 10.1108/TLO-04-2018-0054  ... 
doi:10.1108/tlo-04-2018-0054 fatcat:xt7jdz2d2bfkdblminx2xwf3ji

Confidence biases and learning among intuitive Bayesians [article]

Louis Lévy-Garboua, Marco Gazel
2017 arXiv   pre-print
We find that people on average learn to be overconfident faster than they learn their true ability and we present an intuitive-Bayesian model of confidence which integrates confidence biases and learning  ...  Taken together, these two features may explain why intuitive Bayesians make systematically wrong predictions of their own performance.  ...  We present a new intuitive-Bayesian model of confidence which integrates confidence biases and learning.  ... 
arXiv:1707.02748v1 fatcat:2un6lj4rljfwvktcswov6cux4a

Machine Learning: An Intuitive Approach In Healthcare

Salini Suresh, Suneetha V, Niharika Sinha, Sabyasachi Prusty, Sriranga H.A
2020 International Research Journal on Advanced Science Hub  
Stanford's profound learning calculation to differentiate skin malignancy.  ...  Machine learning gives us an advantage of processing these information naturally which helps in making the human services framework progressively powerful.  ...  Supervised Learning: In this a sample input and a needed output is provided by a teacher as an example in order to learn a general rule that maps inputs to outputs. 2.Unsupervised Learning: In this learning  ... 
doi:10.47392/irjash.2020.67 fatcat:4wpg7hfuzjechpsvf6jogew45m

Confidence biases and learning among intuitive Bayesians

Louis Lévy-Garboua, Muniza Askari, Marco Gazel
2017 Theory and Decision  
We propose a new model of "intuitive Bayesian learning" to interpret the data.  ...  It is then natural to ask if these biases can be eliminated by learning. We find that individuals behave rationally in a local or intuitive sense.  ... 
doi:10.1007/s11238-017-9612-1 fatcat:5zezcsgurzdxtchicqasuduanq

Enhancing Intuitive Decision Making through Implicit Learning [chapter]

Joseph Cohn, Peter Squire, Ivy Estabrooke, Elizabeth O'Neill
2013 Lecture Notes in Computer Science  
This announcement describes a revolutionary research program, "Enhancing Intuitive Decision Making Through Implicit Learning" to be launched under the ONRBAA12-001, Long Range Broad Agency Announcement  ...  Evidence is accumulating that this capability, known as intuition or intuitive decision making, enables the rapid detection of patterns in ambiguous, uncertain and time restricted information contexts,  ...  simulation / scenario based techniques to develop implicit learning approaches that enhance intuitive decision making and testing and validating the hypothesis that implicit learning facilitates intuitive  ... 
doi:10.1007/978-3-642-39454-6_42 fatcat:x5myagiqm5gt7kiuzpxbangn5e

Enabling Learning by Teaching: Intuitive Composing of E-Learning Modules [article]

Alexander Berntsen, Stian Ellingsen, Emil Henry Flakk
2015 arXiv   pre-print
In an effort to foster learning by teaching, we propose the development of a canvas system that makes composing e-learning modules intuitive.  ...  In turn, this stimulates learning through teaching. By making a damn fine piece of software, we furthermore make module authoring more pleasant for experienced authors as well.  ...  DOCUMENTATION // Enabling Learning By Teaching: Intuitive Composing of E-Learning Modules DOCUMENTATION // Enabling Learning By Teaching: Intuitive Composing of E-Learning Modules DOCUMENTATION // Enabling  ... 
arXiv:1510.09093v1 fatcat:3aftrtjzs5cmhkcpmk5u2apgxy

An Intuitive Robot Learning from Human Demonstration [chapter]

Uchenna Emeoha Ogenyi, Gongyue Zhang, Chenguang Yang, Zhaojie Ju, Honghai Liu
2018 Lecture Notes in Computer Science  
This technique enables a robot to learn from human teacher or other robots.  ...  The most viable technique that is currently used to teach a robot how to perform a task is Programming by Demonstration (PbD) which is also known as Learning from Demonstration (LfD) or Learning by Imitation  ... 
doi:10.1007/978-3-319-97586-3_16 fatcat:a6eafmfhrbbtrhznoqlz36tdwu
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