With the increasing prevalence of Internet usage, Internet-Delivered Psychological Treatment (IDPT) has become a valuable tool to develop improved treatments of mental disorders. IDPT becomes complicated and labor intensive because of overlapping emotion in mental health. To create a usable learning application for IDPT requires diverse labeled datasets containing an adequate set of linguistic properties to extract word representations and segmentations of emotions. In medical applications, it is challenging to successfully refine such datasets since emotion-aware labeling is time consuming. Other (...) known issues include vocabulary sizes per class, data source, method of creation, and baseline for the human performance level. This paper focuses on the application of personalized mental health interventions using Natural Language Processing (NLP) and attention-based in-depth entropy active learning. The objective of this research is to increase the trainable instances using a semantic clustering mechanism. For this purpose, we propose a method based on synonym expansion by semantic vectors. Semantic vectors based on semantic information derived from the context in which it appears are clustered. The resulting similarity metrics help to select the subset of unlabeled text by using semantic information. The proposed method separates unlabeled text and includes it in the next active learning mechanism cycle. Our method updates model training by using the new training points. The cycle continues until it reaches an optimal solution, and it converts all the unlabeled text into the training set. Our in-depth experimental results show that the synonym expansion semantic vectors help enhance training accuracy while not harming the results. The bidirectional Long Short-Term Memory (LSTM) architecture with an attention mechanism achieved 0.85 Receiver Operating Characteristic (ROC curve) on the blind test set. The learned embedding is then used to visualize the activated word's contribution to each symptom and find the psychiatrist's qualitative agreement. Our method improves the detection rate of depression symptoms from online forum text using the unlabeled forum texts. (shrink)

Evidence suggests a limited contribution to the total research output in leading obstetrics and gynaecology journals by researchers from the developing world. Editorial bias, quality of scientific research produced and language barriers have been attributed as possible causes for this phenomenon. The aim of this study was to understand the prevalence of editorial board members based out of low and lower-middle income countries in leading journals in the field of obstetrics and gynaecology. The top 21 journals in the field of (...) obstetrics and gynaecology were selected based on their impact factor, SCImago ranking and literature search. The composition of the editorial boards of these journals was studied based on World Bank Income Criteria to understand the representation status of researchers from low and lower-middle income countries. A total of 1315 board members make up the editorial composition of leading obstetrics and gynaecology journals. The majority of these editors belong to high-income countries (n = 1148; 87.3%). Low (n = 6; 0.45%) and lower-middle income (n = 55; 4.18%) countries make up for a very minuscule proportion of editorial board members. Only a meagre 9 out of 21 journals have editorial board members from these countries (42.85%). Low and low-middle countries have poor representation in the editorial boards of leading obstetrics and gynaecology journals. Poor representation in research from these countries has grave consequences for a large proportion of the global population and multidisciplinary collaborative efforts must be taken to rapidly change this statistic with immediate effect. (shrink)

The relationship between ethical ideology and job stress appears to be complex. This study is based on a model presented by Forsyth (Journal of Personality and Social Psychology 39:175, 1980), showing two dimensions (idealism and relativism) that play an important role in ethical evaluation and behavior. Based on a survey of 561 employees of hotel industry in India, ethical ideologies were found to be negatively associated with job stress. The data were analyzed using Pearson correlations and multiple regressions. The result (...) showed that relativism is negatively correlated with job stress. Further, it has been established that idealism and relativism interacted in such a way that there is a negative relationship between idealism and job stress when relativism is low and positive relationship when relativism is high. The findings imply that ethical ideology adversely influences the job stress in the organization. (shrink)

There has been in recent decades very substantial work done on the concept of a nation, nationality and nationalism. In spite of the world coming together on many fronts—particularly, economy and a multicultural habitat formations especially in Europe and North America—these ideas remain politically volatile. In modern times, the idea of a nation has become powerfully associated with the idea of the state and the two notions are frequently used almost interchangeably. If among the emotional ties that form the basis (...) of the idea of a nation, we add a strong sense of belonging to a specific culture with its own history, traditions and the sharing of ethical and aesthetic values—it may quite naturally lead to the idea of one-nation, one-state and one culture. Such indeed has been a trend in the European concept of the idea of a nation of the 18th, 19th and partly of the twentieth century. However, same cannot be said about Indian nation. If we closely look at the growth of Indian nationalism in the backdrop of anti-colonial movement and formation of Indian state after gaining independence, we find lack of unanimity among thinkers. This paper explores the growth of Indian Nationalism and formation of Indian Nation through the eyes of one of the most seminal contemporary Indian thinkers Sri Aurobindo. (shrink)

... Achievement motivation in Gita 99-125 characteristics of achievement- oriented individual 100-103 its significance for Indian management 108-109 Aquinas ...

In this paper a new technique of dual image watermarking is proposed for protection of ownership rights which utilizes salient properties of homomorphic transform (HT), discrete wavelet transform (DWT), singular value decomposition (SVD) and Arnold transform (AT). In embedding algorithm host image is splitted into reflectance and illumination components using HT, DWT is further applied to the reflectance component resulting in frequency subbands (HL and LH) which are transformed by SVD. Two image watermarks are selected for embedding process whereas security (...) of proposed algorithm is strengthen by performing scrambling of second watermark through AT. Both watermarks are transformed with DWT and SVD. Singular values (SVs) of both transformed watermark are embedded into SVs of host image. Simulation results clearly signifies for high robustness and imperceptibility of proposed algorithm as it is examined under various attacks. Superiority of proposed technique is illustrated by comparing it with other reported methods. (shrink)

COVID-19 forced lockdown in India, leading to the loss of job, crisis of food, and other financial catastrophes that led to the exodus migration of internal migrant workers, operating in the private sector, back to their homes. Unavailability of transport facilities led to an inflicted need to walk back to homes barefooted without lack of any other crucial resources on the way. The woeful state of internal migrant workers walking back, with all their stuff on their back, holding their children, (...) was trending on social media worldwide. Their problem continued even after reaching home, including misbehavior of villagers, indifferent mannerism of family members toward them, inability to fulfill family responsibility, and financial crisis, which led to stress, fear, and trauma for these internal migrant workers. The present paper aimed to assess the idiosyncratic stressors of internal migrant workers throughout the pandemic era and their responses toward those problems, which helped them cope with it. In-depth semistructured telephonic interviews were conducted with 25 internal migrant workers who were working in different cities in India before lockdown. The analyses revealed that multiple stressors include financial crisis, unavailability of food, inability to continue education, inability to pay house rent, lack of support from neighbors and family, and other psychological stressors that affected them. However, they also tried multiple strategies to deal with the problems, including a cognitive appraisal of the problem and making oneself psychologically competent to deal with the situation. Social support of family and friends played a vital role in enhancing hardiness and increasing the level of happiness at scarce times. At the same time, some of them could not deal with stressors and opted for psychiatric help to manage the physical symptoms of stress. (shrink)

This article featuring India constitutes one of five articles in a collection of essays on local capacity-building in research ethics by graduates from the University of Toronto’s Joint Centre for Bioethics MHSc in Bioethics, International Stream program funded by the Fogarty International Center for Advanced Study in the Health Sciences. Research ethics is a growing area of work and interest in India. Ethics review remains the weakest component in the mechanism of good clinical practice, and there is a severe dearth (...) of professionals trained in ethics who can provide leadership. Although the Indian Good Clinical Practice Guidelines, the Indian Medical Council Act, and the Drugs and Cosmetics Act require that the Indian Council of Medical Research’s ethical guidelines be followed as a mandatory requirement for physicians who conduct research, there is a pervasive lack of awareness of basic requirements guiding the ethical conduct of research. There is a great need to strengthen India’s research ethics capacity and regulatory framework for research. (shrink)

Religion of the Rabaris of the Rajasthan, India; a study.

Most of the theories of rights propounded by philosophers, right from the beginning till the twentieth century, conceive rights either as a claim against the state or an obligation upon the state. Certainly such a conception has had something to do with the prevailing social, political and economic systems of the time concerned. Social, political and economic systems also had a particular relationship amongst them. Change in individual and social perspectives, values, priorities and beliefs has affected the philosophy of right. (...) From the ages of Locke and Hobbes when natural right was taken in obvious terms to the times of communitarians like Michael Sandel and thinkers like Ronald Dworkin the term “Right” has earned many dimensions. Progress and changing arrangements of systems complicates the status of a philosophical theory of rights propounded at a particular time, in the sense that its losses its teeth in any new found milieu. This paper evaluates the notion of abstract universalism of individual rights in the light of Gandhian notion of duty. (shrink)

This study provides a bibliometric analysis of the DESIDOC journal of library and information technology during 2012–2022. Research data for this study has been exported from the SCOPUS database. A total of 638 articles published during the study period were analyzed to determine the most cited articles, most prolific author, growth of publication, occurrence of keywords, citation pattern, and authorship pattern. To visualize the occurrence of keywords and the co-citation of the author network, Vosviewer software was used. This study also (...) reveals that bibliometric, scientometrics, e-resource, and citation analysis are the most prolific research areas. (shrink)

. Software testing is a very important phase in the development of software. Testing includes the generation of test cases which, if done manually, is time consuming. To automate this process and generate optimal test cases, several meta-heuristic techniques have been developed. These approaches include genetic algorithm, cuckoo search, tabu search, intelligent water drop, etc. This paper presents an effective approach for test data generation using the cuckoo search and tabu search algorithms. It combines the cuckoo algorithm's strength of converging (...) to the solution in minimal time along with the tabu mechanism of backtracking from local optima by Lévy flight. The experimental results show that the algorithm is effective in generating test cases optimally and its performance is better than various earlier proposed approaches. (shrink)

Gluten ataxia is a rare immune-mediated neurological disorder caused by the ingestion of gluten. The diagnosis is not straightforward as antibodies are present in only up to 38% of patients, but often at lower titers. The symptoms of ataxia may be mild at the onset but lead to permanent damage if remain untreated. It is characterized by damage to the cerebellum however, the pathophysiology of the disease is not clearly understood. The present study investigated the neurochemical profile of vermis and (...) right cerebellum and structural changes in various brain regions of patients with gluten ataxia and compared it with healthy controls. Volumetric 3-D T1 and T1-weighted magnetic resonance imaging in the three planes of the whole brain and single-voxel 1H- magnetic resonance spectroscopy of the vermis and right cerebellum were acquired on 3 T human MR scanner. The metabolite concentrations were estimated using LC Model while brain volumes were estimated using the online tool volBrain pipeline and CERES and corrected for partial volumes. The levels of neuro-metabolites were found to be significantly lower in vermis, while N-acetyl aspartate + N-acetyl aspartate glutamate and glycerophosphocholine + phosphocholine was lower in cerebellum regions in the patients with gluten ataxia compared to healthy controls. A significant reduction in the white matter of ; reduction in the volumes of cerebellum lobe and thalamus while lateral ventricles were increased in the patients with gluten ataxia compared to healthy controls. The reduced neuronal metabolites along with structural changes in the brain suggested neuronal degeneration in the patients with gluten ataxia. Our preliminary findings may be useful in understanding the gluten-induced cerebral damage and indicated that MRI and MRS may serve as a non-invasive useful tool in the early diagnosis, thereby enabling better management of these patients. (shrink)

The archaeological record is very limited and its analysis has been contentious. Hence, molecular biologists have shifted their attention to molecular dating techniques. Recently on April 2013, the prestigious Cell Press Journal Current Biology published an article (Fu et al. 2013) entitled “A Revised Timescale for Human Evolution Based on Ancient Mitochondrial Genomes”. This paper has twenty authors and they are researchers from the world’s top institutes like Max Planck Institute, Harvard, etc. Respected authors of this paper have emphatically accepted (...) that the fossil record is inadequate and unreliable. These statements clearly substantiate that now biologists are agreeing that fossil records do not provide any significant evidence at all for conventional evolution theory. Despite the well-recorded fact of the continual grand propaganda of Darwinism based on fossil evidence for more than 150 years, in recent times biologists are surprisingly coming up with such statements, based on their confidence that evolution can be explained purely by the genealogical/genomic record provided by modern molecular biology. Still many respected journals (for example the article in Nature, Retallack, 2013) continue to publish articles on fossil evidence to support Darwinian evolution. These incoherently diverse claims prove that Darwinists are struggling with unscientific ideological approaches to explain biodiversity. Darwinian evolutionary theory is not only the basis of modern biology, but also acts as the guiding principle of science and intellectual reasoning for modern civilization. Hence, a scientific understanding of the breakdown of the Darwinian theory of objective evolution is very important for overcoming the traditional scientific temper of mechanistic intellectualism that characterizes this ideology. In my article “21st Century Biology Refutes Darwinian Abiology” (published in two parts in November and December 2012 issues of The Harmonizer: www.mahaprabhu.net/satsanga/harmonizer) it was noted that several recent findings challenge the credibility that random mutations and natural selection can provide a valid basis for justifying the naturalistic evolution of species. The present article summarizes the problems associated with the fossil record and dating techniques, and its implication on the neo-Darwinian mechanistic misconception of biological life as mere molecular chemistry or abiology. An alternative approach based on the Vedāntic view for explaining biodiversity in the light of 21st century biology is also discussed in the end of the article. (shrink)

This book deals with the question of understanding religion and its relationship with politics in the context of developing countries. It reviews specific theories, such as modernisation theory, marxism, liberalism, hermeneutics and critical approach to explain questions related to religion and religious traditions. The book focuses on the recent attempts to theorise religion by Jurgen Habermas. It argues modernisation and orthodox Marxian theory are inadequate in understanding the recent spurt of religious phenomenon in politics. It discusses Hans-Georg Gadamer’s view to (...) show a way forward regarding dialectical hermeneutics in facilitating a dialogue between different traditions and religions. The book is of interest to students, scholars, practitioners of development, and all those who concern themselves with the questions of religion, tradition, modernity and secular well-being in developing countries such as India and beyond. (shrink)

The integration of biomedical terminologies is indispensable to the process of information integration. When terminologies are linked merely through the alignment of their leaf terms, however, differences in context and ontological structure are ignored. Making use of the SNAP and SPAN ontologies, we show how three reference domain ontologies can be integrated at a higher level, through what we shall call the OBR framework (for: Ontology of Biomedical Reality). OBR is designed to facilitate inference across the boundaries of domain ontologies (...) in anatomy, physiology and pathology. (shrink)

This paper unravels an unprecedented interplay between board gender diversity (BGD) and corporate environmental, social, and governance (ESG) disputes among Chinese A-share-listed nonfinancial companies from 2017 to 2021. Framed within a knowledge-based and sensemaking perspective of institutional frameworks, the research not only illuminates the profound impact of internal (corporate governance ratings) and external (regional institutional development) institutional factors on this intricate relationship but also brings to light a paradigm-shifting revelation. The study employed a diverse set of empirical tests, ranging from (...) ordinary least squares regression to advanced methods such as the generalized method of moments, two-stage least squares, and propensity score matching, providing a nuanced and comprehensive analysis. The findings highlight the pivotal role of female directors in significantly mitigating ESG disputes. A mechanism analysis further uncovers that internal and external institutional quality are potent positive moderators in shaping the BGD–ESG dispute dynamic. This research has profound implications, providing valuable insights for stakeholders, policymakers, and scholars, offering a comprehensive understanding of how gender diversity fosters sustainability while unravelling the intricate tapestry of internal and external institutional dynamics that shape ESG outcomes. (shrink)

The past 15 years occasioned an extraordinary blossoming of research into the cognitive and affective mechanisms that support moral judgment and behavior. This growth in our understanding of moral mechanisms overshadowed a crucial and complementary question, however: How are they learned? As this special issue of the journal Cognition attests, a new crop of research into moral learning has now firmly taken root. This new literature draws on recent advances in formal methods developed in other domains, such as Bayesian inference, (...) reinforcement learning and other machine learning techniques. Meanwhile, it also demonstrates how learning and deciding in a social domain—and especially in the moral domain—sometimes involves specialized cognitive systems. We review the contributions to this special issue and situate them within the broader contemporary literature. Our review focuses on how we learn moral values and moral rules, how we learn about personal moral character and relationships, and the philosophical implications of these emerging models. (shrink)

An increasing number of large corporations find themselves caught between two seemingly contradictory goals: satisfying investors’ expectations for progressive earnings’ growth and the stakeholders’ growing demand for ethical conduct. There is an increasing realization across geographies concerning the growing relevance of resolving this issue. The present article is a tool kit for business organizations who want to become ethically fit. The article exhibits the dilemma faced by the corporate world regarding embracing ethics in business. It attempts to establish with the (...) help of some empirical findings that on a broader canvas ethical conduct is contributory towards the bottom line growth. It also suggests that to evaluate the performance of a business the frame of reference has to be changed. Further, it offers tangible suggestions as to what business corporations ought to do in order to get ethically fit. (shrink)

Healthcare professionals such as nurses faced a tough time during the pandemic. Despite the personal and professional challenges, they contributed immensely during the pandemic. However, there were variations in nurses’ work engagement during the pandemic. One reason could be their personality, especially neuroticism. Neuroticism represents individuals’ proneness to distress in stressful situations, such as COVID-19. Hence, understanding how and in which conditions neuroticism influences work engagement is crucial. We used the Job Demand-Resource model to test the association between neuroticism and (...) work engagement. As neuroticism represents the stress-proneness of an individual, we further investigated if stress mediates the neuroticism-work engagement link. For the nurses, patient interaction is an integral part of their job. Based on the data collected from the nurses, we tested if contact with patients alleviates the adverse effect of neuroticism on work engagement. During COVID-19, there was an intense need for nursing support. Hence, avoiding duty when society is looking for support might induce a fear of stigmatization among the nurses. We examined if the perceived stigma of duty avoidance would affect the neuroticism-engagement relationship. Our results indicated that higher patient contact alleviated the adverse effect of neuroticism on work engagement. On the other hand, higher fear of stigma exacerbated the adverse effect of neuroticism on work engagement. We further checked the combined effect of beneficiary contact and fear of stigma on neuroticism-work engagement relationships. The findings highlighted the importance of societal factors and policymakers in enhancing nurses’ work engagement. (shrink)

While it is known that reward induces attentional prioritization, it is not clear what effect reward-learning has when associated with stimuli that are not fully perceived. The masked priming paradigm has been extensively used to investigate the indirect impact of brief stimuli on response behavior. Interestingly, the effect of masked primes is observed even when participants choose their responses freely. While classical theories assume this process to be automatic, recent studies have provided evidence for attentional modulations of masked priming effects. (...) Most such studies have manipulated bottom-up or top-down modes of attentional selection, but the role of “newer” forms of attentional control such as reward-learning and selection history remains unclear. In two experiments, with number and arrow primes, we examined whether reward-mediated attentional selection modulates masked priming when responses are chosen freely. In both experiments, we observed that primes associated with high-reward lead to enhanced free-choice priming compared to primes associated with no-reward. The effect was seen on both proportion of choices and response times, and was more evident in the faster responses. In the slower responses, the effect was diminished. Our study adds to the growing literature showing the susceptibility of masked priming to factors related to attention and executive control. (shrink)

The proposed study aims to explore the concepts of self and identity in the philosophy of Śamkarāchārya, the Vedantic philosopher. This critical study seeks to foreground Śamkara, the account of the self that overcomes the limitations of the physicalist and the mentalist accounts of the human self. It focuses on the questions of the ownership of the self, the stability of identity despite the change, the consciousness and its relation to the self. It explains the notion of self by equating (...) the self with the body or with the mind, which does not explain our sense of owning or possessing a body or a mind. The idea of self can be philosophically analyzed at two different conceptual levels: 1) one can deal with the notion of self at a metaphysical level attempting to understand the meaning and significance of this notion in general; 2) one could also deal with the notion of self along with its contextualities and particularities where one would want to understand particular conceptualization that the individual self undergoes depending upon its contexts and particularities of its situation. I would try to analyze the notion of self and Identity in Śamkara in both these senses. Other questions that arise with regard to self and identity are as follows: what kind of relationship the self bears with its identity, pre-given or constructed? Is there anything essential about the identity of the individual self? If we take up these questions, then the question of caste and gender also surface in this debate significantly. Conceptually, the self, in Śamkara’s thought, is explained concerning the ‘not self’. He argues that neither the body, nor the senses, nor even the mind can be equated with the self. That is why Brahman has been described negatively as “neti neti-not this not this”. What is the natural self and identity that one is experiencing here and now? How do we identify one self? What does it consist of? These are some of the questions that I will explicate in this paper. (shrink)

Lab VIEW is frameworks designing programming for applications that require test, estimation, and control with fast access to equipment and information experiences. Lab VIEW By National Instruments is very good graphical programming tool for Engineers. Lab VIEW can be interface may peripheral devices for getting data from surrounding, different type of sensors and other hardware. In this Paper we are showing interfacing of PLC to Lab VIEW software for our application.

On the views of Paulo Freire, Brazilian educator on education; a study.

Contributed seminar papers presented at Akhilabhāratīyavaidikasaṅgoṣṭhī Vaidikavāṅmayasya Vividhāyāmaḥ (All India Vedic Seminar on Various Branches of Vedic studies) held and organized by Department of Sanskrit, Sidho-Kanho-Birsha University, Purulia, West Bengal and sponsored by Maharshi Sandipani Rashtriya Ved Vidya Pratishthan on 26th and 27th October 2017.

This volume looks at how accumulation in postcolonial capitalism blurs the boundaries of space, institutions, forms, financial regimes, labour processes, and economic segments on one hand, and creates zones and corridors on the other. It draws our attention to the peculiar but structurally necessary coexistence of both primitive and virtual modes of accumulation in the postcolony. From these two major inquiries it develops a new understanding of postcolonial capitalism. The case studies from India and Sri Lanka discuss the production of (...) urban spaces of capital extraction, institutionalization of postcolonial finance capital, gendering of work forms, establishment of new forms of labour, formation of and changes in caste and racial identities and networks, and securitization-and thereby confirm that no study of contemporary capitalism is complete without thoroughly addressing the postcolonial condition. By challenging the established dualities between citizenship-based civil society and welfare-based political society, exploring critically the question of colonial and postcolonial difference, and foregrounding the material processes of accumulation against the culturalism of postcolonial studies, this volume redefines postcolonial studies in South Asia and beyond. It is invaluable reading for students and scholars of South Asian studies, sociology, cultural and critical anthropology, critical and praxis studies, and political science. (shrink)

India is a rising power in the multipolar world. This book showcases India's endogenous political ideas and strategic thinking, both of which are the key resources that underpin and drive this rise. Kautilya's Arthashastra is a major source of these ideas. It is a premodern treatise on statecraft and a foundational text of political science. So far, political science and international relations theory have largely ignored Kautilya, or, at best, labelled him merely as the 'Indian Machiavelli'. Such a characterisation vastly (...) undervalues the riches and depth of the contributions of Kautilya - a contemporary of Aristotle - whose contributions can be compared more appropriately to those of Artistotle's politics. Kautilya's contributions are recognised by such masters of western political theory as Max Weber and Hans J. Morgenthau. But in South Asia, Kautilya has remained adrift of the academic mainstream and has been given little prominence in public life, both intellectually and politically. Despite such scholarly negligence, everyday life in India - in terms of the institutions and process that constitute it - has remained deeply grounded in the political heritage of pre-modern India, succinctly codified in Kautilya's Arthashastra. These themes are explored in this book through such bridge concepts as the 'modernity of tradition' and the 're-use of the past' in tackling contemporary political problems. These concepts are the key factors that explain the resilience and stability of India's hybrid political institutions and democratic system. 'Kautilya's Arthashastra: an Intellectual portrait - Classical Roots of Modern Politics in India' is an indispensable key to understanding contemporary India and a major contribution to South Asian area studies, comparative politics and global political theory. (shrink)

The present work, "Indian Philosophers of the Recent Past" , reflects and deliberates over recent Indian scholarship in philosophy. It is to get the present and future generations of philosopher-scholars acquainted with the rich Indian philosophical heritage. This is going to deepen our insights into the nature of philosophical consciousness and into the act of philosophizing. It makes an attempt to analyse the philosophies of outstanding philosophers such as K.C. Bhattacharyya, S. Radhakrishnan, R.D. Ranade, A.C. Mukerji, T.R.V. Murti, N.K. Devraja, (...) J.L. Mehta, J.N. Mohanty, Daya Krishna and S.L. Pandey. The post-Independent Indian philosophy is said to have unique tendencies and trends; some of them can be easily identified as existentialist and phenomenological, idealistic, realistic, humanistic, linguistic and analytico-philosophical comparative philosophy and Indian defence of metaphysics. The volume is unique in its conceptual clarity, lucid expression, systematic presentation and critical exposition of the subject matter. It is undoubtedly a valuable contribution for the seekers of Indian philosophical system which should evoke keen interest among scholars and students of philosophy. (shrink)