Volume 8 | Issue 7

 Abstract

CV/Resumes taken from different professions use different formats, fonts, styling and structuring and vocabulary. We are focusing the concept of Automated Recruitment process and the mail logic behind it is to provide ease to Recruitment Process with the help of Technology. In this paper we are using concept to Text-Mining, Pdf-Mining, tokenization, parts of speech and many other steps which would require to build algorithm for our thesis. Tokenization is a key step in the process of information extraction from the given input CVs, the tokenizer module of natural language processing libraries are compared with regard to per- formance, throughput and applicability. At the later stages the dissertation will look into the inner workings of open-source parsers, measures their precision and recall, comparing the result to the previous CVs. The performance of three commercial resume parsers were also evaluated. Lastly the steps of an iterative development are discussed, by which a new resume parser was developed, where the emphasis was on using the resume�s structural and visual information, rather than relying only on its raw text.We will evaluate the performance of newly developed resume parser is measured, and compare its output to another set of pre-annotated resumes. Each step of the parsing process will be examined closely and recommendations will made for future researches.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Natural Language Processing (NLP), Knowledge extraction

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Creative Commons Attribution 4.0 and The Open Definition

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The rapid development in technology and science opened incredible possibilities of new technologically embedded teaching learning. The debate on the effectiveness of E-content is still vibrant because of the importance of human presence in learning process is considered essential. The relevance, effectiveness and technological advances in E-learning and E-content development predict the future of E-learning. The revolution in computation has lead to machine learning and artificial intelligence wherein computers can perform functions without human intervention. Academia and computer scientist should work together to develop smart interactive models of E-learning and E-content that will prepare the future techno savvy generation. Educational organizations need to focus on creating an environment of learning which involve substantial adaptation of technology with the true essence of human presence. The future of education lies in the adoption of technology that enhances not only machine learning but also the learning machine called human.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

E-learning, Effectiveness, E-content development, Four-Quadrants

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Creative Commons Attribution 4.0 and The Open Definition

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Dynamic programming is employed in conjunction with complex real life problems. This is an approach to optimization, based on the principle of taking a single complex problem and breaking into sequence of simpler and more easily solvable sub problems. This article we approach to propose how to handle Complexity problems and get the optimal solution. Here we represent the technique of dynamic programming to solve the knapsack problem and shortest path problem.

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Dynamic programming problem, knapsack problem and shortest path problem

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Creative Commons Attribution 4.0 and The Open Definition

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In today�s world it is believed that women can do anything they want but still sometimes they face gender discrimination in the form of inequality, favouritism and their voice is supressed by man. This project work summarizes the need for the upliftment and empowerment of women in the Indian society, where for a long time women have been considered to be the inferior gender and are not provided equal opportunities and working conditions as compared to that provided to man. In this report emphasis has been laid towards the women of the North-eastern states of India and how these women have not only been empowered but also there voice has been amplified in this region from past few years with the help of government and NGOs that run for the betterment of women. The study reveals that in some parts of northeast India still activities like polygamy, substance abuse, violence against women at home etc. are practised and women are constrained to their homes though in other parts of the northeast women are much independent and are considered to be the head of the family and decision makers, have their say in the society and are free to work for themselves and their families wellbeing. Further there has been use of secondary data from reliable and authorised sights in support of this research work.

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 Keywords

Empowerment, Women, Government, Violence, Participation, Northeast India, Leaders.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

When companies post jobs to their sites or other sites then hundreds of applications are received. Reading these CVs and recruiting the right candidates is a work that will include higher workforce to getting the result manually. Parsing Resume and scanning the same is an old process and estimating his proficiency in certain areas are practiced earlier. If we see currently there are no open-source CV parsers are available to extract knowledge from CV with expected results and therefore the purpose of the dissertation is to remove the shortcoming in the current Recruitment Systems which are used for extracting information from available CV thatwas available with the organization. With this research dissertation we are trying to generate solution to problem and provides accuracy in results and does the work faster.CV/Resumestakenfromdifferentprofessions use different formats, fonts, styling and structuring and vocabulary. We are focusing the concept of Automated Recruitment process and the mail logic behind it is to provide ease to Recruitment Process with the help of Technology.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Natural Language Processing (NLP), Knowledge extraction

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Creative Commons Attribution 4.0 and The Open Definition

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As we know that changes in the society can be brought only through education and both teachers and textbooks are the major components of formal education. In present time, we observe laxity of moral values in the society. Now a days, it is noticed that news of misconduct or wrong doings in the newspaper by students has become commonplace. All these negative aspects raise the question in front of us that what our textbooks are not imparting or inculcating values to the learners ? and if it exists, then why these values are not reflected in the behavior of the learners ? It is a big issue which draws attention of the researcher. Hence, this study tries to find out the moral values imbibed in Hindi textbook of class 8th named �Vasant Bhaag-3� prescribed by NCERT and also teacher�s role in addressing these values in the classroom discourse.

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 Keywords

Values, Moral, Textbooks, Teachers and Upper primary level

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Creative Commons Attribution 4.0 and The Open Definition

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Institutions through which agriculture credit can be availed include banks as well as some other financial institutions. The farmers got the flexibility of approaching to the agency of their choice and the major credit needs of the farmers were met by institutional resources. The main objective of the paper was to study the ground level credit flow for agriculture in Punjab. It also analyses the growth of ground level agriculture credit flow in the state during the study period. It was found that the growth of production credit, term loan and total agriculture credit was fluctuating during the study period.

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Creative Commons Attribution 4.0 and The Open Definition

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agriculture, production, credit.

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Creative Commons Attribution 4.0 and The Open Definition

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In December 2019, A nCoV has been identified as a new strain that has not been previously identified in humans. On February 11, 2020, WHO renamed the COVID-19 from formerly named the 2019- nCoV. This phenomenon has resulted in a massive public reaction; the media has been reporting on a regular basis across borders to keep everyone informed about the pandemic situation. All these things are creating a lot of concern for people leading to increased levels of anxiety. Pandemics can result in increased levels of stress; Anxiety is a common rejoinder to any stressful situation. This study attempted to assess the awareness about prevention strategies against COVID-19 infection and stress level among adult Indian population during the Lockdown period of COVID-19 pandemic. An online survey was conducted using a semi-structured questionnaire. A total of 100 responses were received. The responders had a moderate level of anxiety levels identified in the study. More than 95% of the people were aware about the prevention strategies and were reported to take preventive actions to prevent themselves from COVID-19 infection. There is a need to intensify the awareness and address the mental health issues of people during this COVID-19 pandemic, which might result in mental stress among the population of India.

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 Keywords

Awareness, anxiety, Stress, COVID-19 pandemic

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Creative Commons Attribution 4.0 and The Open Definition

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Education is the process of facilitating learning or acquisition of knowledge, skills, values and beliefs. Inclusive and equitable quality education is the basic human right of every individual and is a crucial goal of sustainable development. However, disparities exist within the educational system in India which has now further increased because of the new pandemic. Children are deprived of regular learning opportunities because of school closure. In this article, a modest attempt has been made to review the literature on the impact of COVID-19 on the learning processes of children. The aim of this literature review is to identify empirical studies focusing on the impact of Covid-19 on Education of Children and to propose solutions, which should be introduced to mitigate the immediate impact of school closures on the education of children. Secondary sources have been used to describe and summarize the content. The findings suggest that there is a need for an exhaustive change in the education sector at the national level. The study concludes that a detailed comprehensive guideline and a contingency plan is required before the schools reopen. Further, a training programme is required to prepare teachers and students for online classes.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Children, Education, COVID-19, Endemic, Learning, Student, Teacher

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Creative Commons Attribution 4.0 and The Open Definition

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In this paper an attempt has been made to deal with the contribution of Wodayars of Mysore towards arts. The Wodayars of Mysore kingdom were perhaps the most celebrated and legendary ruling dynasties that history witnessed through the centuries. The Mysore court contributed greatly to the field of the culture, tradition, music art and literature.

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Wodayers, Mysore, Patron, KrishnadevarajaWodayar , JayachamararajaWodayar, royal king, Musicians, dancers, music, compositions, composers, Mysore style, art and culture, contribution, patronage.

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Creative Commons Attribution 4.0 and The Open Definition

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The social awakening movement and the introduction of various new facilities to the specific class, caste groups, communities by the colonial Government inspired them to launch socio-religious movement which took the shape of caste consolidation movement during the late nineteenth and first half of the twentieth century. In this movement there was a significant role of Sri Sri Hari Chand Thakur and Sri Sri Guru Chand Thakur for the overall development of the depressed and downtrodden people in the society, especially for the upliftment of the Namasudras. Sri Sri Hari Chand Thakur�s principle aim was to unite the untouchables and the oppressed for a common cause of collective thought, and that is where the key to the liberation of spirituality lies. He wanted to establish a classless, casteless society. Sri Sri Guru Chand Thakur believed that he could not save his community unless he worked for all other social groups, especially for the depressed and untouchables. He also said that, �All human beings living this world will be considered by me as belonging to one�. He also realized that in order to be socially developed, the Namasudras must have adopted education. This is education which brings wealth and without wealth no caste can move up in the society.

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 Keywords

Awake , Chandal, Discrimination, Downtrodden, Upliftment, Unprivileged.

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Creative Commons Attribution 4.0 and The Open Definition

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Background: The study was conducted in an automotive spare part manufacturing industry located in South India. The various machinery safety factors were identified and studied in selected work stations. Aim: This study was initiated to identify the critical factors and to design a Structural Equation Model to find the resultant effects and the degree of relationship among the predominant machine safety factors. Materials and Methods: Systematic random sampling method was adopted to collect 142 samples. Twenty Five variables influencing Safety Factors were identified in the questionnaire, validated and responded in Likert type five-point scale. Statistical Analysis: Factor analysis was done to extract the predominant factors and seven iterations were extracted. Structural Equation Model (AMOS 20) was used for the analysis to find the resultant effects and the degree of relationship among the seven factors. The data was analyzed by the IBM-SPSS version-20. Demographic study, Descriptive Statistics, fitting the models using AMOS Graphic was performed. Results: The factor analysis revealed that seven predominant factors. SEM model analysis is done based on model fitness indices (goodness of fit). Conclusions and Implications: The result of the Fit statistics of the structural model confirms the Model is fully supported and found FIT. Construct validity has been achieved during GFI, NFI and CFI being nearest to 0.90 and the RMSEA is 0.000. Internal reliability has been achieved with the Cronbach�s Alpha value of 0.752. It is concluded that there is a significant level of association among the machinery safety factors.

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 Keywords

Predominant Machinery Safety factors, Human-Machine Interface, Training, Hazards, Risks, PPE

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Background: The study was conducted in an automotive spare part manufacturing industry located in South India. The various machinery safety factors were identified and studied in selected work stations. Aim: It is to identify the critical machine safety factors and to analyze the primary data on the Factors Influencing accidents and risks in the manufacturing Industry. Materials and Methods: Systematic random sampling method was adopted to collect 142 samples using a developed questionnaire. Twenty Five variables influencing Machinery Safety were identified in the questionnaire, validated and the response of the various categories of employees was measured by applying Likert type five-point scale. Statistical Analysis: The data was analyzed by the IBM-SPSS version-20 and the Mini-Tab Version-16. Descriptive Statistics, Factor Analysis using Principal Component Analysis with Varimax Rotation and Pearson�s correlation tests were performed. Results: The factor analysis revealed that seven factors are the predominant factors that influence machinery safety components in an industry. The result of correlation analysis also confirms the positive correlation among the above seven factors and it is found to be at 5% level of significance. Conclusions and Implications: This study has demonstrated that the machinery safety components were varying based on the type of operations, machinery conditions etc. It is concluded that there is a significant level of association and hence the management in manufacturing industries has to consider these factors and focus more on Occupational Health, Safety & Environment policies and practices suitably to create conducive safe & productive work environment.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Predominant Machinery Safety factors, Human-Machine Interface, Training, Hazards, Risks, PPE

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

When a disease reaches to pandemic level leading to severe disaster situation, it spontaneously alerts the health-care workers and hospitals for protecting the health of the citizens of the country. This requires adoption of quickly acting health protecting systems with immediate and distant vision, which are to be continued even for the longer period. This is an essential task since the disease in its pandemic form, spreads over mass population with a faster pace and persists for a longer period. This certainly leads to damage of the health system of mass population at one end and at other end it badly affects the economy of a country. Such pandemic also overburdens the health-care facilities. As we are having limited resources in health sector, we need to work with less and need to give the more. To enhance the capabilities of our hospitals and various health-care organizations, digital technology can play a major role in early detection of the disease as well as limiting the spread of the disease. This paper provides possible solutions for the application of digital technologies which can further help in overcoming the pandemic situation, highlighting the successful ways like pandemic planning, contact tracing and surveillance, increased testing and many others in order to achieve the controllable position in the current outbreak.

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Covid-19, Corona Virus, Digital Technologies, Pandemic, Artificial Intelligence, Machine Learning, Internet of Things, Virtual Reality, Deep Learning

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Creative Commons Attribution 4.0 and The Open Definition

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Universal access to financial services is a key ingredient for achieving socioeconomic development. Financial inclusion theme is particularly relevant for India, where around 21% of the world�s unbanked population resides. Recently, India has taken several steps towards financial inclusion for achieving faster inclusive growth. This paper analyzes the significance of socio-economic factors of the respondents towards awareness of financial services among 150 respondents belonging to rural households of Coimbatore district. It is an ongoing exercise that blends the government�s vision with concerted efforts by public and private players and policymakers. Financial inclusion is a key element in the strategy to achieve inclusive development of a nation. Providing access to financial services is becoming a neighborhood of concern for the policymakers because it has far reaching economic and social implications. Financial inclusion is a key element in the strategy to achieve inclusive development of a nation. Financial inclusion is required to uplift the poor and disadvantaged people by providing them the customized financial products and services.

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Creative Commons Attribution 4.0 and The Open Definition

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Financial Service, Financial Inclusion and Rural Households.

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Creative Commons Attribution 4.0 and The Open Definition

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Menstruation and menstrual practices still face many social, cultural, and religious restrictions which are a big barrier in the path of menstrual hygiene management. In many parts of the country especially in rural areas girls are not prepared and aware about menstruation so they face many difficulties and challenges at home, schools, and work places. A number of programmes have recently been launched to popularise the use of sanitary pads among poor women in progressing countries. In this light, we review the prevailing menstrual practices in different contexts across the Kolhapur, as well as the initiatives undertaken to improve sanitary care. We also report findings from a study amongst women in Kolhapur. We draw upon these results to comment on better sanitary care for women slum dwellers in a rapidly urbanising context.

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Menstrual, health, hygienic, sanitation

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Creative Commons Attribution 4.0 and The Open Definition

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In Kerala the popular development experience is challenged and criticized by various marginalized sections on the basis of exclusion faced by them. (D.Shyjan 2009).There exist gaps in the development of these sections when compared to the mainstream. The TSP was introduced in 1974. It is to channelize the flow of outlays and benefits from general development sectors to these sub plans at least in proportion to their population for the betterment of STs. The general economic planning actually failed to �trickle down� the benefits of development to the poor and marginalized people and to bring down the continuing socio-economic disparities in the society that seriously affect them. So, it is valid to raise some relevant questions related to the execution of TSP in Kerala. They are; why they fall behind the other social groups in many development indicators, even after the three decades of specific targeted TSP for them?. How far these programmes were successful in solving the problems faced by scheduled tribes?. Is there any failure in the policy and programme formulation and implementation?. In this context we focusing TSP that aimed at the empowerment and development of STs and also looks at the allocation and utilization of TSP in Kerala and identifies reasons for the flaws in its implementation and its inability to solve many problem faced by them. . The study concludes that a large share of TSP is underutilized and also the funds are used for some other purpose. So there should be a reorientation of the TSP programme.

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Creative Commons Attribution 4.0 and The Open Definition

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Scheduled Tribes, Tribal Sub Plan, Allocation and Utilization.

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 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Covid 19, Pandemic, Economic Slowdown, unemployment, Recessionary trends.

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Creative Commons Attribution 4.0 and The Open Definition

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The physiological characteristics of human life depends upon the intake, metabolism and excretion of stable elements from food, water and air. The physiological behaviour of varies by gender, recent activities, food and fluid consumption, time of day, and in women the stages of menstrual cycle. These values also vary with countries and the continent. The physiological parameters, such as heart rate, blood pressure, body temperature, serum levels of various stress hormones (e.g. cortisol ) and immunological functions (e.g. suppression of lymphocyte activity) can be used to assess the welfare.

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Creative Commons Attribution 4.0 and The Open Definition

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Normal values, Creatinine, Pyruvate, Vitamins, Monocytes, Prediabetic, Albumin

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Creative Commons Attribution 4.0 and The Open Definition

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The development of good information now triggers the use of very broad and very easy to use technology. In its development this technology is known as Information Technology (IT), where IT is a good tool in connecting the giver and recipient of information. An example of the application of IT that can measure the level of user satisfaction with the system is by using sentiment analysis. Measuring the level of satisfaction by using this sentiment analysis can also be applied in the field of learning. Previous research has been conducted to measure the level of student satisfaction with the learning process assisted by laboratory assistants based on questionnaires. However, the assessment of student satisfaction in previous studies is said to fail if only limited to questionnaires. We propose using sentiment analysis to evaluate the learning process for students assisted by laboratory assistants. In conducting research using the concept of sentiment analysis we use logistic regression (LR) and na�ve Bayes (NB) methods. As for several stages such as: first, collecting data about opinions or reviews from students whose learning process is assisted by laboratory assistants. Second, we will conduct training data with both methods. Third, we will make conclusions, what methods are best used in measuring the evaluation of learning carried out by laboratory assistants. The results of this study will provide results that NB is a good algorithm in evaluating student opinion levels with an accuracy value of 80.32%.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

learning, evaluation, machine learning classifiers.

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Creative Commons Attribution 4.0 and The Open Definition