Volume 10 | Issue 6 |

 Abstract

This study was conducted on 729 teachers working in Government Primary schools in District Bilaspur, Himachal Pradesh. The aim of study was to assess the effect of ego strength and self actualization on burn out. The standardized questionnaires were used to assess the ego strength, self actualization and burn out of the Teachers. The findings reveals that the mean/average scores of ego strength, self actualization and burn out of teachers were 19.72, 156.12 and 54.93(Emotional exhaustion = 26.61, Depersonalization=13.28 and Personal accomplishment=21.04) and there was no significant difference between male and female teachers as well as teachers belonging to rural and urban background on ego strength, self actualization and burn out(Emotional exhaustion, Depersonalization and Personal accomplishment). Results also reveals that there was a negative and significant relationship between ego strength and burn out (-.336**) as well as its components (-.354** with emotional exhaustion, -.199** with depersonalization and -.299** with personal accomplishment) and results also further reveals that there was a negative and significant relationship between self actualization and burn out (-.145*) as well as its components (-.135* with emotional exhaustion, -.111* with depersonalization and -.128* with personal accomplishment). The results of multiple regression analyses reveals that ego strength and self actualization were considered for the prediction of 13.6% emotional exhaustion, 4.9% depersonalization and 10% personal accomplishment and 12.6% overall burn out.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Ego Strength, Self Actualization, Burnout, Emotional exhaustion, Depersonalization and Personal accomplishment

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This project mainly focused on foreign currency exchange rate prediction and we have used 2 neural networks which are used in times series prediction such as Long Short Term Memory (LSTM) and Gated Recurrent Unit (GRU). Combining these two neural networks, we also used the Facebook Prophet time series algorithm. So all these algorithms make the hybrid model such that it will be more convenient to forecast the prediction of the currency rates than in previous models.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

LSTM, GRU, Prophet, Datasets, Forex trading

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The rapid increment in internet usage has also resulted in bulk generation of text data . Therefore, investigation of new techniques for automatic classification of textual content is needed as manually managing unstructured text is challenging. The main objective of text classification is to train a model such that it should place an unseen text into correct category. In this study, text classification was performed using the Doc2vec word embedding method on the Turkish Text Classification 3600 (TTC-3600) dataset consisting of Turkish news texts and the BBC-News dataset consisting of English news texts. As the classification method, deep learning- based CNN and traditional machine learning classification methods Gauss Naive Bayes (GNB), Random Forest (RF), Naive Bayes (NB) and Support Vector Machine (SVM) are used. In the proposed model, the highest result was obtained as 94.17% in the Turkish dataset and 96.41% in the English dataset in the classification made with CNN.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Turkish Text Classification, Support Vector Machine, Naive Bayes, Random Forest, Gauss Naive Bayes.

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Creative Commons Attribution 4.0 and The Open Definition

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The present work involves waste plastic-recycling-regeneration-and-utilization. In this process the waste plastic is recycled and converted as fuel. The waste plastic has to be recycled because it is non-disposable and has a series impact on environmental hazard. To overcome this effect, the work has to be focused to reduce the major issue of waste plastics by converting them into usable products such as fuel. As a feasible solution for plastic recycling, the pyrolysis is one of the process of transforming waste plastic into fuels. The synthesis of fuel using pyrolysis involves in degradation of the polymeric materials by heating them in the absence of oxygen and in the presence of a catalyst. In this process, different oil samples are produced using different catalyst under different reaction conditions from waste plastics. The synthesized oil samples are subjected to a parametric study based on the oil yield, selectivity of the oil, fuel properties, and reaction temperature. The performance analysis is based on chemical compositions of waste plastics and generated oil samples. These results obtained are to decrease the plastic waste and high calorific value of fuel which is obtained from the waste plastics by high heat combustion process. The fuel synthesis procedure based on selection of raw material, pre-treatment, pyrolysis-process, analysis, testing, filtration and purification.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Plastic waste, Pyrolysis, Fuel synthesis, Hydrocarbons

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

While the cost of living continues to rise, there is a rising emphasis on using technology to reduce those costs. With this in mind, this project enables users to construct and manage a home that is smart enough to conserve energy. In this project, we plan to build firmware for smart control that can be successfully automated while minimising human contact in order to maintain the integrity of entire electrical devices in the home. Wireless technology is used in the main control system to provide remote access via cell phones. Controlling all electrical appliances, checking the room quality inside the home, and analysing the power usage in units for various devices are just a few of the functions offered by our project. For persons who have a habit of forgetting things, controlling electrical appliances such as a washing machine is a good idea. The state of the system can be tracked based on user requests. With a low-cost design, a user-friendly interface, and ease of installation, the system is meant to control electrical appliances and devices in a home. The status of the appliance, as well as control via a web application, would be available. This approach is intended to aid and support the elderly and disabled in meeting their requirements at home. Furthermore, the smart home concept raises the standard of living reception.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Google Voice Assistant, GSM, IoT, Power consumption analyzer, Smart Automation, Wi-Fi.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The growth and development of economy of any country depends on the status of development in banking sector. The Government of India has classified the economy into priority and non priority sector keeping in mind the development of nation. The banks have been rendering credit services to all sectors by lending credit from the amount of deposit mobilized after meeting the statutory requirements. The amount of spread to the bankers depends on their efficiency in mobilizing deposits and deploying credits. The mobilizing deposits as well as deploying credits involved risk and uncertainty, needs strategic management principles and philosophies to improve their financial health. The present study is based on the secondary data collected from Annual Reports of Lead Bank of Belagavi District. The data thus collected has analyzed by using statistical tools like mean, compound growth rate and ANOVA to examine the comparative efficiency of banks in management of credit. The study revealed that the sample branches of SBI in the district have been ahead in deployment of credit to non priority sector as compared to the sample branches of KVGB and BDCCB during study period.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Agricultural Credit, Credit Management, Non-Priority Sector, Priority Sector, and Credit Portfolio.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Obstacle avoidance is one of the most important aspects of mobile robotics. Without it, robot movement would be restrictive and fragile. Third project propose robotic vehicle that has an intelligence built in it such that it directs itself whenever an obstacle comes in its path. So, to protect the robot from any physical damages. This can be designed to build an obstacle avoidance robot vehicle using ultrasonic sensor for its movement .A microcontroller (ATmega 328p) is used to achieve the desired operation. An ultrasonic sensor is used to detect any obstacle ahead of it and sends a command to the microcontroller. Depending on the input signal received ,the microcontroller redirects robot to move in an alternate direction by actuating the motors which are interfaced to it through a motor driver.

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Creative Commons Attribution 4.0 and The Open Definition

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Arduino microcontroller ,Ultrasonic Sensor, arduino software

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Keywords:- Pharmaceutical powders, powders, granules, classifications, types and used.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Gum Acacia is the dried gummy exudation obtained from the stem and branches of acacia arabica belongs to leguminosae family found throughout India. The gum of this tree has been used in some parts of the country for its salutary therapeutic benefits. Vendor validation is an initial important step of evaluation of raw materials; Selecting best vendor for institute or industry is beneficiary for outcome of good finished product. The parameters applied for the present study include ash value, loss on drying, melting point, identification and confirmatory test, functional group detection test, test of purity etc. The result of present study showed that which sample is better for further application in industry using qualitative and quantitative analysis.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Gum Acacia, Ash value, Moisture content

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Creative Commons Attribution 4.0 and The Open Definition