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Fetching recently published research papers is a time consuming and tedious process for young researchers and even for experts. In real time searching papers based on keywords and queries in search engines may not result apt or proper research papers that the user searched for. Because these research papers lack proper links and citations that help to find the most concerned papers. To overcome this problem a hybrid model is proposed with time constraint that combines the Text mining and Recommendation algorithm. The preference of papers and articles are jointly modeled with matrices sharing common dimensions of researchers and papers. The initial process starts with text mining algorithm that matches keywords with the data available in web pages. The post process consists of recommendation algorithms with latent matrix factorization and tensor matrix with similar preferences in a dimensional space. This paper explains the hybrid experimental model that helps users to fetch the most recent and relevant paper in a short period of time

BACKGROUND Endotracheal tube usage has become an integral part of the anaesthesiologist's contribution to the patient care. Endotracheal intubation is translaryngeal placement of endotracheal tube into the trachea. Laryngeal mask airway insertion is an alternative to the endotracheal intubation for maintaining airway and anaesthesia. Rapid haemodynamic changes may be harmful to the patients with ischaemic heart disease, hypertension, cerebrovascular disease. Along with the haemodynamic responses, the placement of the endotracheal tube and laryngeal mask airway will result in significant post-operative complications of which sore throat, dysphonia and dysphagia are common. Aim-Comparison of haemodynamic responses to endotracheal intubation/extubation and laryngeal mask airway insertion/removal and incidence of sore throat, dysphagia and dysphonia post-operatively. MATERIALS AND METHODS The study was conducted on 60 adult male patients undergoing surgery under general anaesthesia at Mahatma Gandhi Memorial Hospital, Warangal. RESULTS In the present study, the range for age in Group I was 19 to 42 years and in Group II was 17 to 44 years. The range for weight was 64 to 80 kg in Group I and 46 to 75 in Group II. The demographic data was comparable in both the groups. In both the groups, there was slight increase in heart rate, systolic blood pressure, diastolic blood pressure, mean arterial blood pressure and rate pressure product. From the standard error of difference between two means, the P value of only systolic blood pressure falls < 0.001, so it is statistically significant. Other parameters are comparable in the two groups. In Group I, all the haemodynamic values increased significantly by 14%. In Group II, the increase was by 5% which is less in comparison to Group I. The rate pressure product was near to 15,000 in Group I. The rise in parameters in Group II was low. From the standard error of difference between two means, the P value of all parameters fall < 0.001, so statistically significant. CONCLUSION Post-operative laryngopharyngeal complaints of cough, sore throat, dysphonia incidence were more in the endotracheal tube than the Laryngeal Mask Airway. Dysphagia was more common post-operatively in the Laryngeal Mask Airway group. Laryngeal Mask Airway may be used for airway management during anaesthesia in patients in whom marked pressor response would be deleterious.

Finance is the lifeblood and lifeline of any business entity either commercial or non-commercial. The Survival, Stability and Sustainability of a firm is highly associated with its financial wellness. It can be observed through its ability to pay(re) short-term as well as long term liabilities, meeting the regular financial obligations, to increase the value of firm and ability to generate profit. Financial analysis, evaluation, and assessment help in determines the financial position and financial strength of a firm. Among the plenty of methods and tolls available for financial performance, ratio analysis is more useful and meaningful. These ratios make it possible to analyze the evolution of the financial situation of a firm (trend analysis), cross-sectional analysis and comparative analysis.