Reviewerly/exHarmony huggingface dataset:
Locational Evocational and Emotional Topography in Anita Desai’s Fire on the Mountain, Clear Light of Day and Cry, the Peacock

The nature with all its phenomena governs the whole universe and it is a principal source for civilization to exist on this planet. This whole natural system cannot be controlled or governed by man. Though, being free gifts of nature, human beings stated misusing these resources for their personal gain and desires. As a result, natural resources are being degraded and gradually fading away the natural setting with the concern of the universal threats revolving around us.&#x0D; India is blessed with the wide range of natural resources, beginning from the Himalaya Regions to the dynamics of Sunderbans and the dry land-desert in Rajasthan. With the passing of time, these natural resources are harmed by population, pollution and other avarices of humankind. Now the writers come out with the global concerns for the degradation and depletion of nature and environmental landscapes. During the post- colonial era, Anita Desai is a leading Indian author in English who construct nature in their works. She remarkably writes on those aspects which she has observed. She succeeds in capturing and delineating the spirit of surroundings, places and social values. Nature has been known to reflect the inner state of human mind more than ever, either through as it is in its immediateness or by its phenomenal happenings like drizzle or heavy downpour. Griffin rightly interprets on it in her book, ‘Woman and Nature: Roaring Inside Her’, that&#x0D; &#x0D; “I know am made from the earth, as my mother’s hands were made&#x0D; from this earth, as her dreams came from this earth… you… are earth&#x0D; too, and listen as we speak to each other of what we know, the light is in us.”&#x0D; (Griffin 227)&#x0D; &#x0D; Based on this aspect Anita Desai’s masterpieces Fire on the Mountains and Clear Light of Day portray a beautiful significance of nature in every aspect of human nature. Set in the natural backdrop of Kasauli and Delhi respectively, these two novels aptly portray not only the isolation and loneliness haunting the human mind but also specifically demonstrates the passage of time in the life of people, connected by blood and the ups and downs in their relations, signified by their immediate surroundings and it's protection by Carson.
Comparativo entre UX designers e product designers no mercado digital: um estudo quantitativo

This paper discusses basic research on the relevance of the UX designer and product designer professions in the context of the development of digital artifacts in the national and international information technology market are discussed.Through a quantitative survey on the Linkedin platform, the occurrences of professionals in Brazil and in countries with a significant user base on the platform were identified.Then, through a survey on the platforms Glassdoor, Gupy and Linkedin, the remuneration between UX designers and product designers practiced in Brazil and in the United States, the country with the largest number of professionals in the area identified in the study, were compared.The results point to a significant increase in professionals called product designers in relation to UX designers, in addition to higher remuneration for product designers.On the other hand, it was found that the difference between these two offices is still unclear and that both are confused in the disclosure of vacancies in the digital market.
Impact of Information Technology in the Hiring Process of People

As we are aware Information Technology had its cutting-edge lifestyle from the overdue sixties of the remaining century whilst the Arpanet become introduced, funded with the aid of using the branch of protection of the USA. After that, the IT enterprise has come a protracted manner to its cutting-edge form in which its miles gambling a dominant function in each sphere of life. It has made innovative modifications in facts amassing and dissemination and worldwide communication. It is growing into a surely paperless painting environment. Also, we can now ship a message very without difficulty to everywhere withinside the international in seconds. From a schooling factor of view, we can have a digital elegance in which the teacher ought to take a seat down in any part of the arena and his college students scattered in all exceptional elements of the arena via video convention with the presentation of look at substances in addition to query and solution sessions. A health practitioner now sitting in any part of the arena ought to carry out a surgical procedure in which the affected person is mendacity in some other part of the arena. These work examples display where we stand these days compared to what has become 1/2 of a century back. But as we recognize, nothing on this international is only correct as the whole thing has a darkish side. In this paper, we might speak about the deserves and demerits of enforcing IT globally and in which we are heading withinside the future.
Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data

Pretrained deep models hold their learnt knowledge in the form of model parameters. These parameters act as "memory" for the trained models and help them generalize well on unseen data. However, in absence of training data, the utility of a trained model is merely limited to either inference or better initialization towards a target task. In this paper, we go further and extract synthetic data by leveraging the learnt model parameters. We dub them "Data Impressions", which act as proxy to the training data and can be used to realize a variety of tasks. These are useful in scenarios where only the pretrained models are available and the training data is not shared (e.g., due to privacy or sensitivity concerns). We show the applicability of data impressions in solving several computer vision tasks such as unsupervised domain adaptation, continual learning as well as knowledge distillation. We also study the adversarial robustness of lightweight models trained via knowledge distillation using these data impressions. Further, we demonstrate the efficacy of data impressions in generating data-free Universal Adversarial Perturbations (UAPs) with better fooling rates. Extensive experiments performed on benchmark datasets demonstrate competitive performance achieved using data impressions in absence of original training data.
On Securing MAC Layer Broadcast Signals Against Covert Channel Exploitation in 5G, 6G &amp; Beyond

&lt;p&gt;In this work, we propose a novel framework to identify and mitigate a recently disclosed covert channel scheme exploiting unprotected broadcast messages in cellular MAC layer protocols.&lt;/p&gt; &lt;p&gt;Examples of covert channel are used in data exfiltration, remote command-and-control (CnC) and espionage.&lt;/p&gt; &lt;p&gt;Responsibly disclosed to GSMA (CVD-2021-0045), the SPARROW covert channel scheme exploits the downlink power of LTE/5G base-stations that broadcast contention resolution identity (CRI) from any anonymous device according to the 3GPP standards. &lt;/p&gt; &lt;p&gt;Thus, the SPARROW devices can covertly relay short messages across long-distance which can be potentially harmful to critical infrastructure. &lt;/p&gt; &lt;p&gt;The SPARROW schemes can also complement the solutions for long-range M2M applications.&lt;/p&gt; &lt;p&gt;This work investigates the security vs. performance trade-off in CRI-based contention resolution mechanisms. &lt;/p&gt; &lt;p&gt;Then it offers a rigorously designed method to randomly obfuscate CRI broadcast in future 5G/6G standards.&lt;/p&gt; &lt;p&gt;Compared to CRI length reduction, the proposed method achieves considerable protection against SPARROW exploitation with less impact on the random-access performance as shown in the numerical results.&lt;/p&gt;
The Blockchain Revolution and the Volatility of Stock market in Iran During the COVID-19 Crisis

Abstract Determining the factors affecting the volatilityand risk of the stock market by expanding the pricing models of capital assets has been the focus of researchers. One of the variables that have a close relationship with financial markets is blockchain technology. Blockchain is a new technology in the field of secure computing. This technology can revolutionize the digital world and by using the features of distributed ledger for every online transaction, it can execute transactions in such a way that the assets can be identified in the future without endangering the privacy, and security of the assets and the involved parties in the transaction. Therefore, the present study investigated the effect of blockchain technology on total and systematic risk volatility in 84 selected companies in the stock market of Iran from April 2011 to August 2021 using the System Generalized Method of Moments (System GMM). The results of the study show that market share, blockchain technology, research and development, and COVID-19 have a negative effect on systematic risk, manufacturing companies have a positive effect on systematic risk, also market share, research and development, and COVID-19 have a negative effect on total risk, and blockchain technology and manufacturing companies have a positive effect on the total market risk.
ULUSAL HÜKÜMETLERİN KRİPTO PARALARI DÜZENLEME ARZULARINI WESTFALYA ÖNCESİ EGEMENLİK KAVRAMLARI ARACILIĞIYLA ANLAMAK

Crypto currencies, electronic currencies and block chain financial technologies (Fintech), have been debated issues whereby national governments are trying to put certain regulation upon them, especially citing security concerns. Crypto currencies can be used for money laundering, untraceable transactions of criminal and terrorist organizations and thus constitute genuine security risks. To many evangelists of these new technologies, governmental desires to impose regulations is viewed negatively. However, although usage of these technologies will likely continue to expand in the global economy, there is a desire to put them under regulation by most of the major nation states. It is necessary to understand the essence of currency as a tool of national sovereignty long before the age of the Westphalian concept of the modern state system. The desire to regulate Fintech derives from a concept of sovereign power that goes back to biblical times and far beyond the Westphalian notion of the sovereign and independent modern nation state. That notion of sovereignty rests on the power to mint money. Furthermore, the concept of such a sovereign power is observed in Ancient Rome, Medieval Europe as well as the early Islamic understanding of sovereign power. Thus it is essential to understand globally how the symbol of money has been a sovereignty symbol before starting any discussions on national or international levels of regulations.
INNOVATIVE PRACTICE OF DESIGN MANAGEMENT TEACHING IN COLLEGES AND UNIVERSITIES UNDER THE BACKGROUND OF NEW LIBERAL ARTS -TAKE THE FLIPPED CLASSROOM &amp; ONLINE TEACHING MODE AS AN EXAMPLE

Taking the problem as the orientation, aiming at the "pain points" of teaching such as lack of motivation for students to learn, lack of thinking and innovation awareness, and weak research ability, the course "Design Management" carries out teaching innovation.Innovation is guided by the construction of "new liberal arts", with students as the center, and cultivating high-level abilities as the goal for curriculum reconstruction: First, build ability-oriented teaching content, with "cultural self-confidence" ideological and political content, and build a curriculum that meets differences The second is to create a capability-oriented ability improvement activity system; the third is to establish a capability-oriented two-tier evaluation system to realize the promotion of learning through evaluation; the fourth is to build a capability-oriented evaluation system.The oriented blended teaching model introduces the research method of Internet + educational information technology, and basically solves the "pain point" problem through the above innovations.
Multi-objective workflow scheduling based on genetic algorithm in cloud environment

Abstract In recent years, cloud computing plays a crucial role in many real applications. Thus, how to solve workflow scheduling problems, i.e., allocating and scheduling different resources, under the cloud computing environment becomes more important. Although some evolutionary algorithms (EAs) can solve workflow scheduling problems with smaller large scale, they show some disadvantages on larger scale workflow applications. In this paper, a multi-objective genetic algorithm (MOGA) is applied to optimize workflow scheduling problems. To enhance the search efficiency, this study proposes an initialization scheduling sequence scheme based on tasks’ data sizes. Relying on the initial scheduling sequence, a proper trade-off between the makespan and the energy consumption, which are two optimization objectives in this study, can be achieved. In addition, the longest common subsequence (LCS) of multiple elite individuals is saved. Based on the LCS, the probability of some favorable gene blocks being destroyed will be reduced when performing the crossover operator and the mutate operator. Hence, the integration of the LCS and the selection process in GA can promote the capability of finding the optimal scheduling sequence. The experimental results show that the GA combined with LCS, named as GALCS in this paper, can find a better Pareto front than the ordinary GA as well as other 3 state-of-the-art algorithms. Furthermore, the effectiveness of the new proposed strategies are also verified by a set of experiments.
Can I Touch the Clothes on the Screen? The Touch Effect in Online Fashion Shopping

We examined the interplay effects of device types (touch vs. non-touch) and the tactile sensitivity (fur vs. woven) on the product attitudes mediated by the mental simulation for touch. The participants from MTurk were randomly assigned to one of two tactile conditions. Responses from those who used tablets (n=83, touch device) and laptops (n=96, non-touch device) were included in the analysis. The main effects of device types and tactile-sensitivity on the mental simulation for touch were significant. The interaction effect of device types and tactile sensitivity was also significant. Those participants seeing the less tactile-sensitive product showed greater mental simulation for touch when using a touch device (vs. non-touch device). However, those participants seeing the high tactile-sensitive product showed similar mental simulations for touch regardless of the device types. This indicates that using a touch device can strengthen the mental simulation for touch of a non-haptic centric product.&nbsp
Evaluating Causal Relationships

An R Companion for The Fundamentals of Social Research offers students the opportunity to delve into the world of R using real data sets and statistical analysis techniques directly from Paul M. Kellstedt, Guy D. Whitten, and Steven A. Tuch's new textbook. Workbook sections parallel chapters in the main text, giving students a chance to apply the lessons and techniques learned in each chapter in a statistical software setting. Detailed chapters teach students to reproduce results presented in the textbook, allowing them to become comfortable performing statistical analyses for evaluating causal claims through repeated practice. Step-by-step instructions for using R are provided, along with command lines and screenshots to demonstrate proper use of the software. Instructions for producing the figures and tables in the main text are integrated throughout the workbook. End-of-chapter exercises encourage students to formulate and evaluate their own hypotheses.
The Art of Theory Building

An R Companion for The Fundamentals of Social Research offers students the opportunity to delve into the world of R using real data sets and statistical analysis techniques directly from Paul M. Kellstedt, Guy D. Whitten, and Steven A. Tuch's new textbook. Workbook sections parallel chapters in the main text, giving students a chance to apply the lessons and techniques learned in each chapter in a statistical software setting. Detailed chapters teach students to reproduce results presented in the textbook, allowing them to become comfortable performing statistical analyses for evaluating causal claims through repeated practice. Step-by-step instructions for using R are provided, along with command lines and screenshots to demonstrate proper use of the software. Instructions for producing the figures and tables in the main text are integrated throughout the workbook. End-of-chapter exercises encourage students to formulate and evaluate their own hypotheses.
Learning Setup Policies: Reliable Transition Between Locomotion Behaviours

Dynamic platforms that operate over many unique terrain conditions typically require many behaviours. To transition safely, there must be an overlap of states between adjacent controllers. We develop a novel method for training setup policies that bridge the trajectories between pre-trained Deep Reinforcement Learning (DRL) policies. We demonstrate our method with a simulated biped traversing a difficult jump terrain, where a single policy fails to learn the task, and switching between pre-trained policies without setup policies also fails. We perform an ablation of key components of our system, and show that our method outperforms others that learn transition policies. We demonstrate our method with several difficult and diverse terrain types, and show that we can use setup policies as part of a modular control suite to successfully traverse a sequence of complex terrains. We show that using setup policies improves the success rate for traversing a single difficult jump terrain (from 51.3% success rate with the best comparative method to 82.2%), and traversing a random sequence of difficult obstacles (from 1.9% without setup policies to 71.2%).
LITERATURE AS HISTORY AND EDUCATION IN THE MODERN BULGARIAN SOCIETY OF THE 20TH CENTURY

Art plays an important role in modern society, including education.The specificity and diversity of its functions make it an integral part of the world cultural heritage, a necessary and irreplaceable part of the modern content of education.If artists and men of letters stand at the border where ignorance turns into knowledge, it is they, with the power of the images they create, being that part of the processes in which the unknown is being transformed into knowledge.The work of Mara Belcheva and Fani Popova-Mutafova, who are pioneers in the imposition of modern artistic norms and historical interpretations, has been examined and analysed: one of them acting with impeccable finesse and spiritual elevation, and the other one -with the power of history.Their works are much more than aesthetic messages.Likewise, their lives also help make palpable the social denunciation of the 19th century with all its historical diversity, culture and attempt to educate the nation.
THE HIGHER EDUCATION INSTITUTIONS AS PART OF THE INNOVATION INFRASTRUCTURE IN BULGARIA

The outbreak of the COVID-19 pandemic has forced changes in people's thinking of finding new job opportunities, directly related to innovation in organizations.A prerequisite for their implementation is the performance of R&D, which implies the engagement of researchers, as well as the provision of financial resources for conducting their research.An important place in these processes is taken by the Higher Education sector, which provides the necessary specialists, as well accommodates favorable conditions for research and development activities.In this regard, the purpose of this article is to characterize the state of personnel engaged in R&D in higher education institutions in Bulgaria, as well as the funds they have invested in research for the period 2018-2020.
INSTRUCTIONAL DESIGN IN EDUCATION

Originating in the period of the Second World War, Instructional Design has gained importance in several fields of activity, from education, health, the government or military sector, to industry, business and nonprofit organizations.The interest it aroused was mainly due to the effectiveness of its theory and application models, its purpose being the improvement of learning, the support of the acquisition of knowledge and the formation of skills.The present study is dedicated to Instructional Design and its role in education.The first section provides a brief overview of the evolution of this field from the period of the Second World War to the beginning of the 21st century.We also have here a review of the definitions of Instructional Design identified in the specialized literature.The second section is reserved for Instructional Design models that support teachers in design activities, the Gagné model, developed in the 1970s, and the ASSURE model, developed in the 1990s.
Application of the Laws of Dynamics of Dispersed Systems to Model Classification Processes of Mixtures of Components with Different Physical Properties

In the era of limiting the use of primary raw materials in production technologies, it is becoming necessary to reuse secondary raw materials (closed-loop economy).These raw materials very often consist of a large number of various physically and chemically homogeneous substances, but their reuse requires a prior purification process to remove undesirable components (raw material enrichment).A pneumatic classification process can be employed for this purpose.The paper presents the possibility of modeling complex classification processes.For this purpose, the basic laws of dynamics of dispersed systems were used.Mathematical programming methods were applied to identify the presented model.The identification of the model was carried out using the results of experimental studies on the separation of a mixture of different components in a two-stage classification system.The presented experimental results and the computational model can be used to formulate and solve optimization problems of fractionation of dispersion materials and to increase the efficiency of the process in classification systems.
PENGARUH GAME SUSUN HURUF TERHADAP PEMEROLEHAN KOSAKATA ANAK USIA 8 TAHUN DI DESA BATU MBULAN SATU KECAMATAN BABUSSALAM KABUPATEN ACEH TENGGARA

Department of Indonesian Language and Literature, Usman Safri Kutacane School of Teacher Training and Education. Supervised by Mr. M. Supratman, S, Pd., M.Pd. And Mr. Irfan Johari, S.Pd., M.Pd. This research is an experimental study in the form of Pre-Test and Post-Test which aims to determine the effect of the letter stacking game on the vocabulary acquisition of 8 year old children in Batumbulan Satu Village, Babussalam District, Southeast Aceh Regency through the use of letter stacking games. Data collection techniques used descriptive and inferential statistical analysis. The results of this study prove that whether there is an effect of the word stacking game on the vocabulary acquisition of 8 year old children in Batumbulan Satu Village, Babussalam District, Southeast Aceh Regency through the use of letter stacking games are 1). The results of learning vocabulary for children aged 8 years in Batumbulan Satu Village, Babussalam District, Southeast Aceh Regency after implementing word stacking games have an effect on children's vocabulary acquisition skills which can be seen from the pre-test and post-test results, which are very high 45%, high 45%, moderate 10%, low 0%, and very low at 0% percentage 2). The application of the letter stacking game affects the reading ability of 8-year-old children in Batumbulan Satu Village, Babussalam District, Southeast Aceh Regency after obtaining t_count 6, 705 and t_table 5, 746 then obtained = t_count &gt; t_table or 6&gt;5. So, this research proves that there is an effect of letter stacking games on the vocabulary acquisition of 8 year old children in Batumbulan Satu Village, Babussalam District, Southeast Aceh Regency.