202 research outputs found
âKi a fenĂ©nek kell collstok?" A digitĂĄlis szöveg rejtett mĂ©rtĂ©kegysĂ©gei
Hogyan lehet megmutatni egy digitĂĄlis kiadĂĄs mögött ĂĄllĂł filolĂłgiai kutatĂĄs eredmĂ©nyeit? Ezek olyan adatok, amelyek a levĂ©lszövegben, kritikai jegyzetekben, sokszor rejtve vannak jelen, csoportosĂtva Ă©s szĂĄmszerƱsĂtve viszont szignifikĂĄns informĂĄciĂłval bĂrnak. ElĆadĂĄsunkban a MĂłricz ZsigmondlevelezĂ©s digitĂĄlis kritikai kiadĂĄsa, illetve a regĂ©nykorpusz digitĂĄlis kiadĂĄsa alapjĂĄn gĂ©pi eszközökkel kĂ©szĂŒlt, tovĂĄbbi kutatĂĄsokra tĂĄmaszkodĂł eredmĂ©nyeit prezentĂĄljuk, felvĂĄzolva, hogy gĂ©pi tĂĄmogatĂĄssal milyen Ășj összefĂŒggĂ©sek vĂĄlnak lĂĄthatĂłvĂĄ a levelezĂ©sben. Ezek segĂtsĂ©gĂ©vel mĂĄs perspektĂvĂĄbĂłl tudunk rĂĄtekinteni a korpuszunkra, innen tovĂĄbblĂ©pve pedig az ĂrĂłi Ă©letmƱre
Towards a âsmartâ costâbenefit tool: using machine learning to predict the costs of criminal justice policy interventions
BACKGROUND:
The Manning CostâBenefit Tool (MCBT) was developed to assist criminal justice policymakers, policing organisations and crime prevention practitioners to assess the benefits of different interventions for reducing crime and to select those strategies that represent the greatest economic return on investment.
DISCUSSION:
A challenge with the MCBT and other costâbenefit tools is that users need to input, manually, a considerable amount of point-in-time data, a process that is time consuming, relies on subjective expert opinion, and introduces the potential for data-input error. In this paper, we present and discuss a conceptual model for a âsmartâ MCBT that utilises machine learning techniques.
SUMMARY:
We argue that the Smart MCBT outlined in this paper will overcome the shortcomings of existing costâbenefit tools. It does this by reintegrating individual costâbenefit analysis (CBA) projects using a database system that securely stores and de-identifies project data, and redeploys it using a range of machine learning and data science techniques. In addition, the question of what works is respecified by the Smart MCBT tool as a data science pipeline, which serves to enhance CBA and reconfigure the policy making process in the paradigm of open data and data analytics
Correction to: Towards a âsmartâ costâbenefit tool: using machine learning to predict the costs of criminal justice policy interventions
The original version of the article (Manning et al. 2018) contained an error in the funding section and name of an author. The correction funding note should be
This project was funded by the Economic & Social Research Council grant (ESRC Reference: ES/L007223/1) titled âUniversity Consortium for Evidence-Based Crime Reductionâ, the Australian National Universityâs Cross College Grant and the Jill Dando Institute of Security and Crime Science.
The author name was spelt incorrectly as Cristen instead of Christen.
The original article has been corrected.
The original article can be found online at https://doi.org/10.1186/s40163-018-0086-4
A new foundational crisis in mathematics, is it really happening?
The article reconsiders the position of the foundations of mathematics after
the discovery of HoTT. Discussion that this discovery has generated in the
community of mathematicians, philosophers and computer scientists might
indicate a new crisis in the foundation of mathematics. By examining the
mathematical facts behind HoTT and their relation with the existing
foundations, we conclude that the present crisis is not one. We reiterate a
pluralist vision of the foundations of mathematics. The article contains a
short survey of the mathematical and historical background needed to understand
the main tenets of the foundational issues.Comment: Final versio
Therapeutic jurisprudence and procedural justice in Scottish drug courts
Scotland, like other Western jurisdictions, has recently witnessed the development of problem-solving courts aimed at responding more effectively to issues that underlie certain types of offending behaviour. The first to be established were two pilot Drug Courts which drew upon experience of Scottish Drug Treatment and Testing Orders. In common with Drug Courts elsewhere, the Scottish pilots combined treatment, drug testing, supervision and judicial oversight. This article focuses upon the role of judicial involvement in the ongoing review of Drug Court participantsâ progress, drawing upon court observation and interviews with offenders and Drug Court professionals. Drug Court dialogues were typically encouraging on the part of sheriffs, aimed at recognising and reinforcing the progress made by participants and motivating then to maintain and build upon their achievements to date, while participants were generally responsive to the positive feedback they received from the sheriffs as their orders progressed. Interactions within the Scottish Drug Courts reflect key features of procedural justice (Tyler, 1990), including ethicality, efforts to be fair and representation. By contributing to enhanced perceptions of procedural justice, Drug Court dialogues may, it is argued, increase the perceived legitimacy of the court and by so doing encourage increased compliance with treatment and desistance from crime
Tattoo removal in the typical adolescent
<p>Abstract</p> <p>Background</p> <p>Although popular tattoos are often regretted later on for different reasons. Nevertheless, tattoo removal is a complicated and costly procedure seldom providing satisfactory results. The aim of this study was to investigate the awareness of the implications of tattoo removal among a substantial sample of Italian secondary school adolescents.</p> <p>Findings</p> <p>Students were recruited by a stratified convenience sample and surveyed by a self administered questionnaire. Logistic regression analysis was performed, reporting adjusted Odds Ratios (OR), with 95% Confidence Interval (CI).</p> <p>4,277 pupils returned a usable questionnaire. Piercings were more frequently undertaken than tattoos. Only 40% of the respondents were aware of the issues related to tattoo removal. Males and pupils with younger fathers were less likely to be aware, whereas students satisfied with their physical appearance and those with a positive attitude towards body art were more likely to be aware.</p> <p>Conclusions</p> <p>Male adolescents with younger fathers can be regarded as the ideal target of corporate health education programs driven by school counsellors and primary care physicians.</p
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