Responsible metrics - the state of the art - Elizabeth Gadd at Force2019

Categories: force2019 metrics assessment outcomes
At Force2019 the other day the one session that I really wanted to see, but missed, was the one by Dr. Elizabeth Gadd on responsible metrics. She has posted her slides here Responsible metrics: what’s the state of the art?. This is a great deck, and I highly encourage reading through it. My takeaways from reading through them are the following: misapplication of metrics is dangerous, leads to stress, has led to some tragic incidents.

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Responsible metrics, the state of the art, Elizabeth Gadd at Force2019

Categories: force2019 metrics assessment outcomes
At Force2019 the other day the one session that I really wanted to see, but missed, was the one by Dr. Elizabeth Gadd on responsible metrics. She has posted her slides here Responsible metrics: what’s the state of the art?. This is a great deck, and I highly encourage reading through it. My takeaways from reading through them are the following: misapplication of metrics is dangerous, leads to stress, has led to some tragic incidents.

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Things holding back your analytics.

Categories: data-science organisations analysis strategy
One of my colleagues sent me over this short report “”3 Things Are Holding Back Your Analytics, and Technology Isn’t One of Them. They think the following elements should be considered: How the analysis teams are structured - they need to report in a way that is understandable (i.e. not be too separate from the business), but at the same time be independent enough to provide unbiassed views. You need to get the culture right, but to be honest the example given is almost information free.

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Are scholarly publishers technology companies?

Categories: technology publihsing stem
There is tension in this question that gets to the heart of where a publisher should be putting its resources, and perhaps more importantly what the reasons are behind those investment decisions. The side of the argument that says they are not technology companies might say that at the heart of what publishers do is content, and so they are content and service companies. Invest then in acquisition, in reach, in marketing, in branding, in distribution and in making the sales process as cost effective asa possible.

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Strategies to reduce cognitive load, and make systems more robust whilst doing so, and why that’s important for product development.

Categories: bcm engineering toil cognitive-load product-development microservices
At my current company we are looking at strategies for improving the resilience of our core systems, and looking at the issue of disaster recovery from a broad perspective. This comes under the heading business continuity management. From a product development perspective these considerations are also important. For successful products / product organisations consider these two perspectives: Most new business value that we create from innovation projects comes from improvements or iterations to existing products over the creation of totally new products (from an evolutionary perspective this makes sense, products or services that are already making revenue have proved they they have an environmental fitness function that works, whereas new products are like genetic modifications, the vast majority of which lead towards extinct endpoints.

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key questions about AI in the publishing knowledge industry

Categories: publishing ai rules roi
At the moment one thing that is front and centre in my thinking about AI and machine learning in publishing and the scholarly ecosystem is how to make the case for ROI for investment in the technology, and more specifically investing in making data actionable. Overall I think there is great promise for challenges like knowledge discovery and machine generated hypotheses, but there is massive potential for these technologies to also just make the quality of our work better, and to increase the value of our work by reducing and removing toil in the workplace.

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test blog post

Categories: test
This is a test post while trying to fix some domain issues with the blog.

AGILE or agile?

Categories: software agile
Three links today looking at the state of agile as a software development practice. Flavours of Agile In Flavours of Agile Pat Kua briefly describes and rates a number of agile processes. There are a ton here, and loads that I’d not heard of. One of the key messages that I get from reading this is that “AGILE” as a fixed practice has been growing, especially within in enterprise, and perhaps not to the benefit of actually delivering or simplifying the delivery of complex processes.

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Some ruminations on software architecture and diagramming

Categories: diagramming architecture systems
So Pat Kua recently tweeted: UML failed so here we have AML (Arbitrary Modeling Language) https://t.co/BnbgC8ZHTD — Pat Kua (@patkua) November 9, 2018<_a><_blockquote> and this got me thinking about the worries I’ve had about not doing “diagramming” right, but the above tweet led me to read a ton of really interesting posts on software architecting. Bottom line is, as with so many things, pick the artefact that fits the purpose and the audience.

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The state of retractions in the research literature.

Categories: peer-review retractions
The results below are oldish, but interesting around the rate of retractions in the scholarly literature, and there is currently a bit of a debate going on around retractions (e.g. What a massive database of retracted papers reveals about science publishing’s ‘death penalty’ | Science | AAAS Steen RG, Casadevall A, Fang FC (2013) Why Has the Number of Scientific Retractions Increased? PLoS ONE 8(7): e68397. doi:10.1371/journal.pone.0068397 https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0068397 https://journals.plos.org/plosone/article/figure?id=10.1371/journal.pone.0068397.g001 The increase in retracted articles appears to reflect changes in the behaviour of both authors and institutions.

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