Search results for "explanations"
showing 8 items of 8 documents
Distributive justice and evolution : towards a science of equality
2015
The paper offers reasons why distributive justice scholars should be interested in evolutionary science: it can help us understand, for example, the genetic and subsistence factors influencing our judgements about fair distributions, where our sense of property may come from, why freedom matters to certain creatures, and why we have fraternal and egalitarian sentiments and unequal societies.
Robustness, Stability, and Fidelity of Explanations for a Deep Skin Cancer Classification Model
2022
Skin cancer is one of the most prevalent of all cancers. Because of its being widespread and externally observable, there is a potential that machine learning models integrated into artificial intelligence systems will allow self-screening and automatic analysis in the future. Especially, the recent success of various deep machine learning models shows promise that, in the future, patients could self-analyse their external signs of skin cancer by uploading pictures of these signs to an artificial intelligence system, which runs such a deep learning model and returns the classification results. However, both patients and dermatologists, who might use such a system to aid their work, need to …
Assessment of the interpretability of data mining for the spatial modelling of water erosion using game theory
2021
Abstract This study undertook a comprehensive application of 15 data mining (DM) models, most of which have, thus far, not been commonly used in environmental sciences, to predict land susceptibility to water erosion hazard in the Kahorestan catchment, southern Iran. The DM models were BGLM, BGAM, Cforest, CITree, GAMS, LRSS, NCPQR, PLS, PLSGLM, QR, RLM, SGB, SVM, BCART and BTR. We identified 18 factors usually considered as key controls for water erosion, comprising 10 factors extracted from a digital elevation model (DEM), three indices extracted from Landsat 8 images, a sediment connectivity index (SCI) and three other intrinsic factors. Three indicators consisting of MAE, MBE, RMSE, and…
När barnet blir expert: Förklaringar av ord och procedurer i det digitala spelet Growtopia
2019
The ability to explain word meanings is central to a child’s language development and socialisation into different domains of language use. In previous research explanations have been shown to be linked to cognitive and linguistic development as well as academic language and discursive skills. This paper analyses what kinds of linguistic and discursive competences are put to use in explanation activities in interactions between an 8-year-old bilingual child (Albin) and his mother around a digital game. The data comes from a larger data set of video-recordings and field observation of children’s interactions around games. The analysis focuses on explanation sequences in which the child expli…
Professionals' naming of intellectual disability, past and present practice and rationales
2011
The study illuminates four research questions: What terms for the diagnosis ICD10: F70-79 do Norwegian professionals utilize in their work? Which changes of terminology have professionals experienced? How do professionals explain such changes? Is there a substantive explanation? A semi-structured qualitative interview guide was used on a sample of 41 informants. The main findings are: (1) Different terms are in use; (2) two major changes in naming are observed by the informants: (a) during the 1970s from ‘feeble-minded’ to ‘mental developmental disability’, and (b) after year 2000 from ‘mental developmental disability’ to ‘developmental disability’; (3) professionals are in doubt as to whic…
Mechanistic Explanations and Deliberate Misrepresentations
2020
The philosophy of mechanisms has developed rapidly during the last 30 years. As mechanisms-based explanations (MBEs) are often seen as an alternative to nomological, law-based explanations, MBEs could be relevant in IS. We begin by offering a short history of mechanistic philosophy and set out to clarify the contemporary landscape. We then suggest that mechanistic models provide an alternative to variance and process models in IS. Finally, we highlight how MBEs typically contain deliberate misrepresentations. Although MBEs have recently been advocated as critical realist (CR) accounts in IS, idealizations (deliberate misrepresentations) seem to violate some fundamental tenets of CR and rese…