Automatic recommendation of prognosis measures for mechanical components based on massive text mining

2018 ◽  
Vol 14 (4) ◽  
pp. 480-494 ◽  
Author(s):  
Jorge Martinez-Gil ◽  
Bernhard Freudenthaler ◽  
Thomas Natschläger

Purpose The purpose of this study is to automatically provide suggestions for predicting the likely status of a mechanical component is a key challenge in a wide variety of industrial domains. Design/methodology/approach Existing solutions based on ontological models have proven to be appropriate for fault diagnosis, but they fail when suggesting activities leading to a successful prognosis of mechanical components. The major reason is that fault prognosis is an activity that, unlike fault diagnosis, involves a lot of uncertainty and it is not always possible to envision a model for predicting possible faults. Findings This work proposes a solution based on massive text mining for automatically suggesting prognosis activities concerning mechanical components. Originality/value The great advantage of text mining is that makes possible to automatically analyze vast amounts of unstructured information to find corrective strategies that have been successfully exploited, and formally or informally documented, in the past in any part of the world.

2015 ◽  
Vol 28 (1/2) ◽  
pp. 70-76 ◽  
Author(s):  
Mike McGrath

Purpose – The purpose of this paper is to consider the changes that have taken place in Interlending & Document Supply over the past 12 years. Design/methodology/approach – Research of the past 48 literature reviews published in Interlending & Document Supply. Findings – Over the past 12 years, Interlending & Document Supply has declined dramatically in much of the world, although less so in the US. It is likely to increase in the developing world but not as much as to compensate for the decline elsewhere. Originality/value – This is the only study that has been made of the changes in document supply in this century.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Christoph Wronka

Purpose The current COVID-19 pandemic has already proven to be one of the world’s deadliest crises in modern history with far-reaching impacts on different sectors of the global economy. The financial sector is among the most widely affected by the economic crisis occasioned by the COVID-19 pandemic. One of the most notable effects is related to financial crime. It is against this backdrop that the present study aimed to examine the impact of COVID-19 on financial institutions with the main focus being on financial crime Design/methodology/approach Its twofold objectives were to critically examine the global emerging patterns of financial crime and their association with the COVID-19 pandemic; and to investigate how financial institutions across the world have been responding to, managing, and dealing with the emerging patterns of financial crime brought about by (or linked to) the COVID-19 pandemic. Findings It was found out that as the pandemic ravages the world and pushes people and businesses to the very limits of their endurance, many financial sector stakeholders and players are responding in ways that put the entire financial sector and all its stakeholders at great risk. Specifically, COVID-19 pandemic has led to the emergence of new patterns of financial crime that were either unheard of or were not as rampant in the past. Originality/value Both the descriptive and correlation analyses produced by this study provide new insights into the impact of COVID-19 on financial institutions with a main focus on financial crime.


2018 ◽  
Vol 60 (2) ◽  
pp. 186-209 ◽  
Author(s):  
Cheluchi Onyemelukwe

Purpose The prevalence of domestic violence in Nigeria may be described as epidemic. To address this scourge, several pieces of legislation have been enacted in the past decade at state and federal levels in Nigeria. The purpose of this study is to evaluate the emerging legislation on domestic violence. This paper thus examines the contents of these laws in a bid to determine the potential of these laws to prevent domestic violence, deter perpetrators from further incidents, punish perpetrators, compensate survivors and provide them with the necessary interventions for their rehabilitation. Design/methodology/approach The approach adopted is a content analysis of the provisions of the legislation, using salient parameters that have been drawn from documented best practices, specifically the key components for framing of domestic violence legislation around the world. Findings The author finds that while there is significant attempt in extant legislation to ensure that women are protected within domestic relationships, there are still gaps. Further, the protections are uneven across the states. In addition, there are systemic and contextual challenges that hamper the effectiveness of existing legislation in Nigeria in providing the necessary protections to women. Originality/value This study analyses the provisions of some of the legislation currently in place to protect persons from domestic violence. The impact, potential effect and overall utility of these pieces of legislation continue to require examination.


Author(s):  
Helena Gosling ◽  
Rowdy Yates

Purpose The purpose of this paper is twofold: to reflect upon what the global therapeutic community (TC) movement has learnt from coronavirus and to consider how TCs will continue to adapt and evolve in a post-pandemic climate. Design/methodology/approach This is a viewpoint paper based on the authors’ participation in an international learning event whereby speakers from TCs from around the world spoke about how they adapted their services to overcome adversity. Findings The findings are usefully thought out as shelter, creativity, reintegration and employment, technology and roots. Based on the material discussed in the learning event, it would seem that the global TC movement has engaged in a process of looking to the past to move forward by drawing upon founding principles and prescriptions of the TC tradition, rooted in humanistic and indeed humanitarian responses to staff, client and sociocultural needs. Originality/value According to the author, this paper is one of the first attempts to capture how TCs from across the globe have responded to the threat of coronavirus.


2017 ◽  
Vol 34 (6) ◽  
pp. 21-22
Author(s):  
Adetoun A. Oyelude

Purpose This edition looks at trending snippets mainly from library conferences around the world in the past few months. Design/methodology/approach The conferences and the themes reflect the thoughts and focus of library and information professionals worldwide as seen in internet reports from wikis and blogs. Findings Thus far, data and data management is the most focused topic of 2017. Social implications Daniel Shapiro in his report on the LITA blog described his experience at the two-day workshop organized by the Library of Congress, George Washington University and George Mason University. Originality/value The workshop titled “Collections as data: hack-to-learn” had four datasets and five tools to work with. Over the two-day period, participants worked with data tools such as OpenRefine, Voyant, MALLET, Gephi and Carto. Working with the data and data analysis tools for Shapiro yielded results, but the usual process in research of formulating hypothesis is still crucial even with all the deluge of data.


2015 ◽  
Vol 14 (3) ◽  
pp. 129-146
Author(s):  
Frieder Roessler

Purpose – This paper aims to examine changes in the jurisprudence of the World Trade Organization Appellate Body in three areas of law (judicial economy, the identification of the measure to be examined under Article XX of the General Agreement on Tariffs and Trade and other duties and import charges), and concludes that the Appellate Body failed to acknowledge and cogently explain in each of these areas, the changes it made. Design/methodology/approach – The paper asks two key questions: what has the Appellate Body done when its own rulings in past cases stood in the way of a legally sound ruling in a new case, and how should it handle such instances in the future? Findings – The paper concludes that all changes in jurisprudence reduce predictability, but that predictability suffers even more when the changes are made in disguise because panels and Members then receive confused or conflicting normative signals. Originality/value – The paper argues that the Appellate Body should seek consistency of jurisprudence wherever possible. It should handle changes in jurisprudence more transparently and adopt internal procedures that make the need for them less likely.


2016 ◽  
Vol 44 (10) ◽  
pp. 976-995 ◽  
Author(s):  
Olivier Badot ◽  
Joel Bree ◽  
Coralie Damay ◽  
Nathalie Guichard ◽  
Jean Francois Lemoine ◽  
...  

Purpose The purpose of this paper is to identify the representations, figures and processes of shopping/commerce in books published in France that are aimed at three to seven-year-olds. Design/methodology/approach A semiotic analysis of nearly 50 books published over the past 60 years. Findings These books reveal a broad diversity in the images of shops given to children (ranging from the traditional shop, a source of pleasure and creator of social ties, to the hypermarket/megastore, a symbol of stress and overconsumption) and the wealth of information that is given to children to help them assimilate the process of a shopping transaction. Originality/value The originality and richness of this research lies in its methodological approach. Indeed, it is perfectly aligned with a recent academic trend that calls on researchers to mobilise and compare new data collection tools to apprehend current and future consumer behaviour. Consequently this research is based on an immersion in children’s books that depict the world of commerce in one way or another.


2018 ◽  
Vol 34 (3) ◽  
pp. 33-35

Purpose This paper aims to review the latest management developments across the globe and pinpoint practical implications from cutting-edge research and case studies. Design/methodology/approach This briefing is prepared by an independent writer who adds their own impartial comments and places the articles in context. Findings As we edge toward 2020, and the inevitable reviews of so many “2020 vision” programs initiated in the past decade or so, much of the focus will be on the implementation of AGILE or Lean processes in firms and how effective it has been. These are the two darlings of management development, where processes have been taken from the tech and manufacturing industries and applied across the board. However, before they gained any kind of traction, there was another process enhancement tool that was supposed to take over the world, but seems to have lost popularity – that of Six Sigma. Practical implications This paper provides strategic insights and practical thinking that have influenced some of the world’s leading organizations. Originality/value The briefing saves busy executives and researchers hours of reading time by selecting only the very best, most pertinent information and presenting it in a condensed and easy-to-digest format.


2018 ◽  
Vol 18 (2) ◽  
pp. 117-122
Author(s):  
Franjo Grotenhermen

Purpose The purpose of this paper is to give a review on the developments leading to the 2017 law on the medical use of cannabis and cannabinoids in Germany, and to present the major advances arising from this law for the supply of patients with cannabis-based drugs and its major limitations. Design/methodology/approach This paper used an Analysis of the major political statements and documents as well as court decisions of the past 20 years, which can be regarded as the major steps of this development. Findings Since 1998, when dronabinol/THC was made available in Germany on prescription there have been continuous improvements of the access to cannabis-based medicines. The law of 2017, which made cannabis flowers available to patients on a doctor’s prescription and forced health insurers to pay for a treatment under certain circumstances was a major step. However, many patients, who profit from a treatment with cannabis still do not get access. Originality/value The German law on the medical use of cannabis and cannabinoids of 2017 is unique in its kind in the world. Compared to the legal framework in other countries it has several disadvantages, for example with regard to the high prices of cannabis flowers (€20-€25 per gram), and several advantages, for example with regard to the role of health insurers.


2010 ◽  
Vol 38 (1) ◽  
pp. 40-48 ◽  
Author(s):  
Sharmini Chellapandi ◽  
Chow Wun Han ◽  
Tay Chiew Boon

PurposeThis paper seeks to focus on the efforts of the National Library of Singapore (NLS) to make accessible resources to users who may not come to the library physically or resources that the library may not hold or own, and to discuss some of the initiatives launched by the NLS in the past five years, including the encyclopedic Singapore Infopedia, the landmark collaborative project between the NLS and Singapore Press Holdings (SPH) that initiated NewspaperSG, and the Singapore Memory Project, a nationwide initiative to build a national digital collection of materials about Singapore.Design/methodology/approachThe paper takes a descriptive approach.FindingsWith libraries the world over facing the challenge of meeting the needs of users in improving access, the National Library of Singapore (NLS) has, in the past decade, sought to explore ways in which remote reference services can be improved and access to its collections in the online space enhanced.Originality/valueThe paper gives an insight into the latest developments at the National Library aimed at servicing its remote users.


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