Are there automation-resistant intelligences? The question we all want to ask is 'will my job be taken over by a robot?'
Are there automation-resistant intelligences? The question we all want to ask is 'will my job be taken over by a robot?' "Our model predicts that most workers in transportation and logistics occupations, together with the bulk of office and administrative support workers, and labour in production occupations,...
Source: ox.ac.uk
Robust Neural Machine Translation: In recent years, neural machine translation (NMT) using Transformer models has experienced
Robust Neural Machine Translation: In recent years, neural machine translation (NMT) using Transformer models has experienced tremendous success. Based on deep neural networks, NMT models are usually trained end-to-end on very large parallel corpora (input/output text pairs) in an entirely data-driven...
Source: googleblog.com
Putting a leash on Google and Facebook won’t do much to save the traditional news model: "Social media and search give
Putting a leash on Google and Facebook won’t do much to save the traditional news model: "Social media and search give advertisers better tools to target messages to more precise groups of potential consumers. It is a phenomenally better mousetrap."
Source: niemanlab.org
Training medical students to manage difficult circumstances- a curriculum for resilience and resourcefulness?: In response
Training medical students to manage difficult circumstances- a curriculum for resilience and resourcefulness?: In response to the growing prevalence of physical and emotional burnout amongst medical students and practicing physicians, we sought to find a new methodology to scope a five-year undergraduate...
Source: biomedcentral.com
Development of new antibiotics encouraged with new pharmaceutical payment system: The NHS will test the world's first ‘subscription’
Development of new antibiotics encouraged with new pharmaceutical payment system: The NHS will test the world's first ‘subscription’ style payment model to incentivise pharmaceutical companies to develop new drugs for resistant infections.
"The new trial will be led by the National Institute for...
Source: www.gov.uk
A New Model for Integrating Behavioral Science and Design. Part of the ‘Nudge turns 10’ issue. A model for being creative
A New Model for Integrating Behavioral Science and Design. Part of the ‘Nudge turns 10’ issue. A model for being creative with design informed by behavioural science.
“Thaler and Sunstein knew that nudges were a piece of the behavioral change puzzle but not the only piece. So what’s missing?”...
Source: behavioralscientist.org
Phrases of the day: selective exposure, selective perception, principles knowledge, vicarious trial, change agent, and cue-to-action.
Phrases of the day: selective exposure, selective perception, principles knowledge, vicarious trial, change agent, and cue-to-action. I’ve been reading Everett Rogers’ book Diffusion of Innovations with a ‘learning lens’ on. I’m fascinated that the adoption of innovations is so analogous to...
Source: amazon.co.uk
Open-Source Tools for Value Assessment: A Promising Approach: In order to deliver value-based care, health care decision
Open-Source Tools for Value Assessment: A Promising Approach: In order to deliver value-based care, health care decision makers, eg, insurers and health system administrators, need value data at their fingertips—data that are relevant to their own context and reflect their own perspective on what costs...
Source: journalofclinicalpathways.com
Network theory links behavioral information flow with contained epidemic outbreaks: Over the last two decades, large-scale
Network theory links behavioral information flow with contained epidemic outbreaks: Over the last two decades, large-scale outbreaks of infectious diseases have resulted in high levels of morbidity, mortality, and overall economic burden for affected regions. As complex networks become increasingly popular...
Source: phys.org
Models of online & flexible learning - The Ed Techie An outline of the work done to develop conceptual models and current
Models of online & flexible learning - The Ed Techie An outline of the work done to develop conceptual models and current practice of how higher education institutions provide content, its delivery, and how the learner's work is recognised across the dimensions of openness and digitalisation - a...
Source: edtechie.net
Winners of the 2018 PLOS Computational Biology Research Prize | PLOS Biologue: It's time to celebrate the best of PLOS
Winners of the 2018 PLOS Computational Biology Research Prize | PLOS Biologue: It's time to celebrate the best of PLOS Computational Biology! In 2017 PLOS Computational Biology launched the "PLOS Computational Biology Research Prize" program with the aim to recognize some of the journal's most outstanding...
Source: plos.org
Understanding Latent Dirichlet Allocation with Gibbs Sampling by coding it from scratch. Latent Dirichlet Allocation (LDA)
Understanding Latent Dirichlet Allocation with Gibbs Sampling by coding it from scratch. Latent Dirichlet Allocation (LDA) is a machine-learning technique that by the magic of many (many many) small calculations it can detect patterns in data and cluster documents, for example, into similar topics. ...
Source: github.io
Content validation of an interprofessional learning video peer assessment tool: Large scale models of interprofessional
Content validation of an interprofessional learning video peer assessment tool: Large scale models of interprofessional learning (IPL) where outcomes are assessed are rare within health professional curricula. To date, there is sparse research describing robust assessment strategies to support such activities....
Source: biomedcentral.com
Complexity in the evaluation of medical education - how would you evaluate this one? I am really enjoying putting together
Complexity in the evaluation of medical education - how would you evaluate this one? I am really enjoying putting together the 'current topics and controversies' week at the end of our module on 'evaluation' in the MSc/PgDip Medical Education programme at University of South Wales - though I am now...
Computer model for the cardiovascular system: development of an e-learning tool for teaching of medical students: This study
Computer model for the cardiovascular system: development of an e-learning tool for teaching of medical students: This study combined themes in cardiovascular modelling, clinical cardiology and e-learning to create an on-line environment that would assist undergraduate medical students in understanding...
Source: biomedcentral.com
Towards a Competence-Based Course Authoring Tool Supporting Learning Management Systems: To establish a more comparable,
Towards a Competence-Based Course Authoring Tool Supporting Learning Management Systems: To establish a more comparable, compatible, and coherent system of higher education in Europe, the so-called Bologna Process (BP) has been adopted. As a measure to improve comparability, the BP requires that every...
Source: online-journals.org
A model for the use of blended learning in large group teaching sessions: Although blended learning has the potential to
A model for the use of blended learning in large group teaching sessions: Although blended learning has the potential to enhance the student experience, both in terms of engagement and flexibility, it can be difficult to effectively restructure existing courses. To achieve these goals for an introductory...
Source: biomedcentral.com
Could analysing personalised learning be better matched if physicians are first classified into competency groups? Using
Could analysing personalised learning be better matched if physicians are first classified into competency groups? Using latent class analysis to identify physician competency reveals four distinct subgroups in this cross-sectional study in China. The survey tool is large at over 100 items long but included...
Source: biomedcentral.com
How to Clean Text for Machine Learning with Python - Machine Learning Mastery: You cannot go straight from raw text to fitting
How to Clean Text for Machine Learning with Python - Machine Learning Mastery: You cannot go straight from raw text to fitting a machine learning or deep learning model. You must clean your text first, which means splitting it into words and handling punctuation and case. In fact, there is a whole suite...
Source: machinelearningmastery.com
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