Volume 11 | Issue 5 |

 Abstract

News publishers have decreased spreading news through conventional newspapers and have migrated to the use of digital media. Therefore, there exists a large amount of information being stored in the electronic format which needs to be classified into different categories because there may be present some sensitive data which is not suitable for specific age group. In this project, machine learning algorithms are used for classifying news by using a dataset. By evaluating the accuracy of Linear regression, Naive Bayes algorithm, Logistic regression and Decision tree algorithm and performing comparative analysis of all mentioned algorithms we are going to select the algorithm which provides the maximum accuracy. Also suggesting news articles to the online news reader based on the similarity of a news article with the news they are reading or proposing news articles based on the interest of news reader subjected from their previous readings and the feedback of the reader. After implementing and comparing the accuracy of all Machine Learning models, Naive Bayes Model gave the highest accuracy and lower error percentage. So, Naive Bayes Model is used for training the model and to get required result.

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 Keywords

Naive Bayes algorithm, Comparative analysis, Decision tree algorithm.

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 Abstract

Hyper Automation is a true digital transformation with the help of advanced techniques such as Robotic Process Automation (RPA), Machine Learning (ML), and Artificial Intelligence (AI). It automates complicated business processes, even where topic specialists were formerly needed. This is an expansion to the processes of traditional business-process automation. Hyper Automation allows automation to do virtual tasks performed by business people by merging AI technologies with RPA.

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 Keywords

1. Increasing the competency of the workforce 2. Employee Upskilling 3. Systems Integration 4. Advanced Analytics 5. Improved Productivity

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 Abstract

The main objective of present study was to prepare a herbal scrub incorporated into gel. The use of natural ingredients to fight against acne, wrinkle and also to control secretion of oil is known as natural or herbal cosmetics. Herbal cosmetically usually contain the plant parts which possess antimicrobial, antioxidant and anti aging properties. Herbal cosmetics are the safest product to use routine with no side effects and cosmeceuticals are the product which influences the biological function of skin. In this preparation coffee, Aloe vera , honey is used. The prepared gel was evaluated for various parameters such as appearance, pH, viscosity, Spreadability, washability, irritability and found to be satisfied with all required characterizations. Thus, the developed formulation can be used as an effective scrub for using it to bear a healthy and glowing skin.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Herbal Scrub, Tamarind Powder, Multani Mitti, Rose Water, Scrub.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

To remain healthy and appear good, the skin surface requires periodic cleansing to remove dirt, sebum and other secretions. Use of chemical based cosmetics causes deterioration of skin. In present scenario herbal cosmetics have more demand because they have no side effects. For the removal of acne, whiteheads, blackheads scrubbing is essential. In our present study we have formulated scrub using turmeric, charcoal, aloe vera, honey, green tea, lemon juice, walnut, SLS, potato starch.

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 Keywords

OBJECTIVE, NATURAL PRODUCT, DRUG PROFILE, METHOD OF PREPARATION.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The aim of the present study is to formulate and evaluate herbal hand wash gel by Using extracts of Azadirachta indica (neem powder), Ocimum tenuiflorum (Tulasi powder), Mentha (mint powder), Syzygium aromaticum (clove oil), Sapindus mukorossi (rithapowder), carbolpol 940 (gelling agent), methyl Paraben (preservative), Glycerin (softening agent), distilled water, (vehicle), Turmeric (colorant),Rose oil (perfume), Saponin Extract. To select the plant materials. To extract powders from plants by air drying method to get particle free extract. To prepare herbal hand was gel by using suitable agents. To evaluate herbal hand wash gel.

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 Keywords

Azadirachta indica, Ocimum tenuiflorum , Mentha, Syzygium aromaticum, Sapindus mukorossi, carbolpol 940, methyl Paraben

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Creative Commons Attribution 4.0 and The Open Definition

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A high-performance liquid chromatography (HPLC) method for the determination of azadirachtin in marketed herbal insecticide has been developed. Azadirachtin is a neutral triterpene and chemotherapeutic agent effective in controlling some pest flies in horses, stables, horns. The actual HPLC method uses an isocratic elution and UV detection. The chromatographic determination of these components is achieved using a C18 analytical column with methanol : water mixture (80;20, v/v) as mobile phase, 1 mL/min as flow rate, and UV detector at 222 nm. The analytical method developed in this work allows the quantitation of azadirachtin with precision and accuracy, establishing a lower limit of quantitation of azadirachtin. A validated stability indicating method was achieved using HPLC. The purpose of stability testing was to provide evidence on how the quality and quantity of Azaadirachtin and marketed Azadirachtin extract varies with time under the influence of various factors such as acidic hydrolysis, alkaline hydrolysis, oxidation and neutral hydrolysis.

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 Keywords

Azadirachtin, Analytical method development, Validation, Forced degradation, stability.

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Creative Commons Attribution 4.0 and The Open Definition

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The purpose of the study on" A study on the antecedents of consumer attitude to build brand loyalty with special reference to Periyar food products" is to understand the effectiveness of customer attitude to build brand loyalty. Through the study the researcher will be able to understand the impact of customer attitude towards the Periyar brand also researcher can find out which antecedents is highly influencing to create positive attitude among the consumer so by understanding the antecedents of attitude the researcher can also find out whether the positive attitude create loyalty among the consumers. The study could provide the information on the role of antecedents of customer attitude to build brand loyalty. Further this study will review the impact of antecedents like customer satisfaction, trust and perceived value in building brand loyalty. The researcher used Multiple Regression analysis to prove the positive relation with in depended variables Trust, Satisfaction and Perceived Value with the depended variable Brand Loyalty. This study would be beneficial to Periyar company to make improvement in their product and brand, it also helps in taking decision regarding the product improvement, price, service and promotional strategy

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 Keywords

Consumer Behavior, Periyar Food Products, Attitude, Trust, Brand Loyalty, Customer Satisfaction, Perceived value

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The term "probiotic" was first used in 1965, by Lilly and Stillwell, to describe substances secreted by one organism which stimulate the growth of another. The use of antibiotics, immunosuppressive therapy and irradiation, amongst other means of treatment, may cause alterations in the composition and have an effect on the GIT flora. Therefore, the introduction of beneficial bacterial species to GI tract may be a very attractive option to re-establish the microbial equilibrium and prevent disease. Prebiotic is a non-digestible food ingredient that confers benefits on the host by selectively stimulating one bacterium or a group of bacteria in the colon with probiotic properties. Both probiotics and prebiotics are together called as Synbiotics. Various bacterial genera most commonly used in probiotic preparations are Lactobacillus, Bifidobacterium, Escherichia, Enterococcus, Bacillus and Streptococcus. Some fungal strains belonging to Saccharomyces have also been used. Probiotics have been shown to be effective in varied clinical conditionsranging from infantile diarrhoea, necrotizing enterocolitis, antibiotic-associated diarrhoea, relapsing Clostridium difficle colitis, Helicobacter pylori infections, inflammatory bowel disease to cancer, female uro-genital infection and surgical infections. Lactobacillus rhamnosus strain GG has proven beneficial affects on intestinal immunity. It increases the number of IgA and other immunoglobulins secreting cells in the intestinal mucosa. It also stimulates local release of interferons. It facilitates antigen transport to underlying lymphoid cells, which serves to increase antigen uptake in Peyer's patches. Probiotics are live microorganisms, so it is possible that they may result in infection in the host.The risk and morbidity of sepsis due to probiotic bacteria should be weighed against the potential for sepsis due to more pathological bacteria and the morbidity of diseases for which probiotic bacteria are being used as therapeutic agents. Also, future, well-designed placebo controlled studies with validated results are required for ascertaining the true health benefits of probiotics The important point in this regard is careful selection of the probiotic agent, its dose standardization and a thorough knowledge of its beneficial effects

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 Keywords

Probiotics, lactobacillus, diarrhoea, bifidobacterium

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Creative Commons Attribution 4.0 and The Open Definition

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Access to clean and safe drinking water is vital for maintaining human health and well-being. However, waterborne contaminants pose significant risks to public health, leading to various diseases and adverse health effects. This research paper aims to analyze the impact of waterborne contaminants on human health by examining the quality of drinking water. It explores the sources of contamination, the types of contaminants commonly found in drinking water, and their associated health risks. Furthermore, it investigates the effectiveness of water treatment methods in removing or reducing these contaminants to ensure safe drinking water for communities. The findings from this study contribute to a better understanding of the potential health consequences of waterborne contaminants and the importance of robust water quality management practices. This research paper provides valuable insights into the importance of effective water management strategies and the necessity for continuous monitoring and treatment to safeguard public health.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Drinking water, Waterborne contaminants, Human health.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

"A study to evaluate the effectiveness of structured teaching programme regarding knowledge & home management in reduction of premenopausal symptoms among the women in selected rural areas of Indore M.P". Methods: One group pretest-post test pre-experimental design was used to evaluate the effectiveness of STP regarding menopausal problems and its home manegement of primenopusal symptoms among middle aged women who were selected by puposive sampling method. A structured interview schedule was used to collect data from the study subjects. The tool for the study was validated by7 experts. Reliability was obtained by split half method with y=0.9777. Result: The result fulfill the objective, the result was positive pre-test score mean was 9.32, and post-test mean score was 21.92 and their mean difference was - The SD of pre-test score was 5.36, post test score SD 4.42. Pre-test and post test score was statistically tested by applying t-test at the level of significance 0.05%, calculated t value, thus obtained was 12.80, so the t <0.05%, this indicate that the structured teaching programme was effective regarding home management of primenopausal symptoms in woman's. The association between pre-test knowledge of women regarding knowledge home management of premenopausal symptoms with demographic variables is statistically tested by applying chi-square test. That the computed chi-square value between pre-test knowledge score and the demographic variables i.e. age, educational status, occupation, religion, monthly income of the family, , types of family, age of marriage, age of menarche, previous history of menopausal problem in family and source of prior information, , are indicates that they is no significant for 1 degree of freedom association between pre-test knowledge and demographic variable (p>0.05)

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 Keywords

H: Hypothesis, DF: Degree of freedom

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Creative Commons Attribution 4.0 and The Open Definition