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Economic perspectives on employment 2021-2030
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Long before the pandemic, labour force all over the world was facing the quest of incertitude, which is normal and inherent of the market, but the extent of this quest was shaped by the pace of acceleration of technological progress, which became exponential in the last ten years, from 2010 to 2020. Robotic process automation, work remote, computer science, electronic and communications, mechanical engineering, information technology digitalisation o public administration and so one are ones of the pillars of the future of work. Some authors even stated that without robotic process automation (RPA) included in technological processes, companies will not be able to sustain a competitive level on the market (Madakan et al, 2018). Robots and automation make processes to operate automatically, especially those which are repetitive, emerging a new concept, o robotic workforce.

            Prominent empirical studies (Frey and Osborne, 2017 and Acemoglu and Restrepo, 2017) prove that continuous progress in digital and robotic technologies shape a trend towards the demise of work. Prospects of a future where many people will not have jobs due to automation are enhanced by additional publications (Brynjolfsson and McAfee, 2014, Ford, 2015). Automation and the complementary digital technology might come along with unemployment and conversely with inequality, hence the fear of people for what will bring the future. Social and economic policies are to be implemented, such as education for new adaptive skills or, in the worst scenarios, provision of a basic income. Despite of this unsecure perspective, automation processes come in hand with some peculiar qualities: they free people of repetitive tasks, provide availability of 24/7, are convenient and helpful, escape from risky jobs from dangerous situation, bust workflow inefficiencies, shore up productivity. These all are nowadays pillars of further growth, which economic mainstream still supports.

Nevertheless, in line with continuous extension of capitalism, work didn’t cease to expand too, occupying workers lives due to new and diversified needs. At the beginnings of capitalism, in the early nineteenth century, the working hour programs were devastating people, from children to elders, forced to work up to exhausting levels, or death sometimes, due to low standard living (Heillbronner, 2005). Until the beginning of twentieth century, thanks to greater productivity and better social and economic policies, the decline of working hours improved the general background of the workforce. Despite of the solid trend improving the life of workers in the expense of working ours, from 1970s the trend has reversed, with a starting point in the United States (Friedman, 2017). Furthermore, in the twentieth century the productivity in United States improved 15 times, and in Europe 18 times, but the working hours has barely halved. Henceforth, a paradox is rising between the general growth efficiency and productivity and the expanding working our program (Spencer, 2018). Historical expectations of high quality of life with abundance and spare time seem to last more to be achieved. More, along with this economic paradox, non-cyclical crisis such as Covid-19 pandemic, decrease more the chances of a restless future for the workforce.

This paper offers a critical perspective on the present debate of the future of work, under the provocative context of automation and the unexpected pandemic and its consequences. This debate is targeting economics and social aspects which are colliding in order to identify what is the best template to accept a provocative future with a reality far out our possibility to foreseen. It illustrates, in general, how the idea of online or remote work will face the future of employment, and presents, in particular, what are the short run policies we should to access to get back on track. The paper contributes by setting out some of the main positions in the debate of disruptions brought by pandemic.

The Paper is organised as follows. Section two offers some metrological hints on the research and scientific outcomes. Section three discusses issues on historical background on the vision of the reducing of working time. This discussion helps to identify limits in economic thinking and the origin of the ideas in context. Section four draws out the area of automation and its consequences. Section five reflects on the opportunities for changing educational paradigm after pandemic. Section six concludes.

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Publication Date
Thu Aug 01 2019
Journal Name
International Journal Of Machine Learning And Computing
Emotion Recognition System Based on Hybrid Techniques
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Emotion recognition has important applications in human-computer interaction. Various sources such as facial expressions and speech have been considered for interpreting human emotions. The aim of this paper is to develop an emotion recognition system from facial expressions and speech using a hybrid of machine-learning algorithms in order to enhance the overall performance of human computer communication. For facial emotion recognition, a deep convolutional neural network is used for feature extraction and classification, whereas for speech emotion recognition, the zero-crossing rate, mean, standard deviation and mel frequency cepstral coefficient features are extracted. The extracted features are then fed to a random forest classifier. In

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Publication Date
Sat May 03 2025
Journal Name
Aip Conference Proceedings
On a graph associated to Ly group
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For the graph ⁠, the behavior associated with to the majority of the graphical properties of this graph is covered in this article. The reflection of the capabilities of on the Ly constructions is one of the key ideas addressed throughout this paper. For instance, by this technique we can comprehend the mechanism via which groups of relatively tiny structure are exist within Ly.

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Publication Date
Sat Apr 30 2022
Journal Name
Iraqi Journal Of Science
On Large-Lifting and Large-Supplemented Modules
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      In this paper, we introduce the concepts of Large-lifting and Large-supplemented modules as a generalization of lifting and supplemented modules.  We also give some results and properties of this new kind of modules.

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Publication Date
Tue Sep 01 2020
Journal Name
Baghdad Science Journal
On The Normality Set of Linear Operators
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            In this paper, the Normality set  will be investigated. Then, the study highlights some concepts properties and important results. In addition, it will prove that every operator with normality set has non trivial invariant subspace of  .

 

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Publication Date
Tue Mar 31 2020
Journal Name
College Of Islamic Sciences
Ruling on abortion in Sharia and law
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Research title: Ruling on abortion in Sharia and law.

The importance of research: Projection is of great importance because it touches the life of a living being who enjoys human qualities. However, this organism often wastes its rights and does not protect its human beings. These souls are lost in millions by the sake of casual desire or hidden desire.

The research plan: The research dealt with an introductory topic, four topics, and in each topic there are demands, branches, and a conclusion.

The most important findings of the study: The ruling on aborting the fetus in the Sharia is only permissible (and the necessity is valued at its va

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Publication Date
Sat Jun 01 2024
Journal Name
Journal Of Engineering
Intelligent Dust Monitoring System Based on IoT
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Dust is a frequent contributor to health risks and changes in the climate, one of the most dangerous issues facing people today. Desertification, drought, agricultural practices, and sand and dust storms from neighboring regions bring on this issue. Deep learning (DL) long short-term memory (LSTM) based regression was a proposed solution to increase the forecasting accuracy of dust and monitoring. The proposed system has two parts to detect and monitor the dust; at the first step, the LSTM and dense layers are used to build a system using to detect the dust, while at the second step, the proposed Wireless Sensor Networks (WSN) and Internet of Things (IoT) model is used as a forecasting and monitoring model. The experiment DL system

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Publication Date
Wed Feb 22 2023
Journal Name
Iraqi Journal Of Science
More on the Minimal Set of Periods
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Let M be a n-dimensional manifold. A C1- map f : M  M is called transversal if for all m N the graph of fm intersect transversally the diagonal of MM at each point (x,x) such that x is fixed point of fm. We study the minimal set of periods of f(M per (f)), where M has the same homology of the complex projective space and the real projective space. For maps of degree one we study the more general case of (M per (f)) for the class of continuous self-maps, where M has the same homology of the n-dimensional sphere.

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Publication Date
Sat Dec 30 2023
Journal Name
Al-kindy College Medical Journal
Effect of Palmaris Longus on Handwriting Skills
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Background: Kinesiologists, Physical Anthropologists, and Anatomists have all long been captivated by the structure and development of the superficial forearm flexor, the Palmaris longus.

Objective: To study the effect of Palmaris Longus on certain handwriting skills.

Subjects and Methods: Three Palmaris Longus occurrence tests were conducted on 200 students (100 males and 100 females) affiliated to Colleges of Medicine of Baghdad University then the participants were tested for certain handwriting skills to correlate the presence of Palmaris Longus in the dominant side with handwriting.

Results: 89% of all subject

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Publication Date
Sun Jun 12 2011
Journal Name
Baghdad Science Journal
Effect of Water Diffusion on Adhesion Strength
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The adhesion strength between Polyethylene (PE) film and Aluminum surface by using the adhesive material (Cyanoacrylate) has been studied. Aluminum (Al) was used as a substrate, and polyethylene (PE) was used as a film adhered to the Al surface. Standard specimens were prepared to use in the peeling test in dry condition, other specimens were immersed in water for 12 days at room temperature. the results for the specimens in the dry condition had shown that high value in the peel force and the peel energy, the peel force was 0.38*103 N/m and the peel energy was 0.605*103 N/m, peeling the film from Al surface leaves a residual of the adhesive material on both adherend, the failure for this specimen were combination of adhesive and cohesive f

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Publication Date
Sun Jun 05 2016
Journal Name
Baghdad Science Journal
F-Compact operator on probabilistic Hilbert space
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This paper deals with the F-compact operator defined on probabilistic Hilbert space and gives some of its main properties.

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