Fueled by the recent advancements in pervasive environment, affluent context aware systems is among the rousing in computing today, including embedded environment, different wireless network technology, electronic communication and so on. Context-Aware Collaborative Filtering using Genetic Algorithm approach resulted in an improved mobile business model by determining optimal similarities between contexts. In this work, we plan to devise a hybrid framework called Multi-distribution Perceptron and Hidden Markov Model to smoothen the mobile networks with different degrees of context- confidence. Initially, Multi-distribution Layer Perceptron Model is designed aiming at improving the precision rate with the aid of Multi-distribution Bayesian Posterior measure. Experimental analysis shows that the M-PHMM framework is able to reduce the computational complexity for obtaining user patterns by 26.05% and improve the precision rate by 18.90% compared to the state-of-the- art works.

Dr h shaheen

Peripheral nerves are more prone to damage during trauma. Though nerve grafts are used as an alternative method in treating it, the results are purely ambiguous. One such modern approach to treat peripheral nerve injury is bone marrow differentiated neuronal cells. Our present aim is to study the effect of in-vitro differentiated bone marrow mesenchymal stem cells (BMSCs) in the treatment of peripheral nerve injury in rats. Six weeks old rat weighing 80 gm was used for isolation and culture of BMSCs. The second passage cells were taken for neuronal differentiation. Flow cytometry and immunocytochemistry were performed with Anti goat IgG antibody indirectly conjugated with FITC to express nestin. In vitro differentiated BMSC along with PLGA Scaffold is injected into the site of peripheral nerve injury and the results were studied by ENMG, microdissection, and histopathology. The cells were expressed with Nestin goat polyclonal antibody. At the end of the second week, the rat reveals increased amplitude (8.3 mv) with decreased latency (0.8 ms) of the peripheral nerve. Micro dissection confirms the neuronal continuity of the injured peripheral nerve. Histopathology distinctly exhibit increased myelination and decreased endoneuronal space. In conclusion, neuronal differentiated BMSC, regenerate peripheral nerve injury faster than conventional methods and can be applied as an alternate therapy in peripheral nerve repair.

Mediterranean journal of pharmacy and pharmaceutical sciences

This Research Paper elucidates the challenges faced by teachers while teaching learners with learning disability. This has been conducted as a research study by the Research Scholar which explores multifaceted aspects of ‘challenges based on the responses given by the participants in the interview. It is a study designed to identify multifaceted dimensions of challenges faced by teachers while teaching learning disabled children. The research study analyzes the impact of challenges on teachers and how they are overcoming these challenges. This descriptive study was carried out as qualitative research under an Indian scenario based on Primary data available on the subject. The research enquiry focused on several research questions: What is the teacher’s understanding of learning disability? What challenges do remedial teachers face while teaching children with learning disability and how do they overcome them? What are the teaching approaches and methodology used to teach children with learning disability? The study will try to highlight the challenges faced by teachers to address them in front of the school administration. The challenges faced by teachers while teaching learning disabled children, i.e., ‘Teaching material and Curriculum structure’, ‘Behavioural issues’, ‘Lack of time’, ‘Parental expectations and Parental issues’, ‘Motivation’, ‘Self-esteem’ and ‘Emotional issues. The methods used to overcome these challenges were pointed out and analyses. Each teacher was using their own methods to tackle these challenges but some methods were used generally and an individual tailored method were developed and used according to respective learners.

Hashir ahammed a v

Lifelong learning is becoming part of the philosophy of professional education. Continuing medical education is the responsibility of all personnel who are responsible for the delivery of components of the health care delivery system. Continuing education is becoming increasingly obvious for medical universities, hospitals, and health care providers. Pharmacists who practice in a community pharmacy and hospital, and who are participating in residency recognize that the traditional role of the pharmacist is changing. Over the last decades, a host of new services have been identified as a function of the pharmacist [1]. A review of these services revealed a personal commitment to continuing education. It is the absolute need to develop a level of competence that will improve patient care. In Libya, pharmacists working in the community practice setting are pharmacists with a diploma of pharmacy or with a Bachelor of Pharmaceutical Science, Master of Science, and Doctor of Pharmacy (Pharm D). The main objective is that the graduates possess the knowledge and skills needed to perform optimally to man the pharmaceutical services [1, 2]. Patient's expectations from pharmacists are that the medicine should be effective, safe and affordable. Other expectations from Libyan pharmacists would be to dispense the drugs according to the rules with the right advice on how and when the medicines should be used, and what to do in the case of adverse drug reactions, and the provision of advice on common illnesses. Nevertheless, it is an undeniable fact that the pharmacist has failed to provide all these patient-oriented services [3]. It should be noted that the quality of pharmacy education and training can be improved through certain processes of accreditation.

Mediterranean journal of pharmacy and pharmaceutical sciences

This study aims to explore the impact of Employee Service Innovation Behavior (ESIB) on New Service Development (NSD) among hotels’ employees. A research model was proposed in which one hypothesis was developed. The empirical data were collected from employees who are working in four- and five-star hotels in Jordan. A total of 332 questionnaires were returned and the data were analyzed using a single regression to determine the relationship between ESIB and NSD. The results supported the proposed model that there is a significant relationship between ESIB and NSD, and it also found that service innovation performance is exited in the hotel industry. The theoretical and managerial implications were drawn based on the study findings, and recommendations for future researchers were made, and limitations and conclusions are discussed.

Mukhles m. al-ababneh

This study was aimed at investigating the extent to which signage and ICT facilities correlate to the utilisation of information resources in federal university libraries in South-South zone of Nigeria. The correlational research design was adopted for the study. Three research questions were answered while three hypotheses were tested. The population of the study comprised 32,190 registered library users for the 2017/2018 academic session and 776 library staff from six federal university libraries in south-south zones of Nigeria. The sample size for the study was 3,219 registered library users and 310 library staff representing 10% and 40% of the population respectively. A two-stage sampling technique of stratified and simple sampling techniques was used to select the sample size. Two Sets of instruments titled; “Signage and Information and Communication Technology Facilities Questionnaire (SICTFQ)” for the students and “Utilization of Information Resources Questionnaire (UIRQ)”were used for data collection. Face and content validity was ensured by three experts. The two instruments yielded reliability coefficients of 0.81 and 0.87 respectively with the use of Cronbach Alpha. Mean was used in answering research questions while Regression was used in testing the null hypotheses at 0.05 alpha level. It was found that to a great extent signage relates to the utilisation of information resources while information and communication technology facilities is the vice versa. Based on the findings, it was concluded that jointly, signage and ICT facilities are significant correlate to the utilisation of information resources in federal university libraries in South–South zone of Nigeria. It was therefore recommended among others that library management should improve on the provision of signage by ensuring that well-designed signage suitable for the 21st century is placed at strategic location to guide library users on the utilisation of information resources in federal universities libraries in South-South zone of Nigeria.

Fxintegrity publishing

Plant secondary metabolites refer to various chemical compounds that plants produce. Still, they are not directly involved in essential growth processes like primary metabolites (such as sugars, amino acids, and lipids). The term "secondary metabolite" has generated controversy, as it implies these compounds are of minor importance to plants. "Special metabolites" may be a more suitable term. These metabolites protect plants from both abiotic and biotic stress. The vast diversity of plant secondary metabolites showcases plants' incredible adaptability and versatility, providing an arsenal of chemical tools to defend against herbivores, protect from pathogens, attract pollinators and seed dispersers, adaptability and thrive in environmental interactions. Plants can, therefore, survive under less-than-ideal conditions. The profound impact of plant secondary metabolites highlights the intricate relationship between plants and humanity, opening doors to innovative applications with far-reaching implications.

Dr. salman ahmed

Hyperoxaluria is a metabolic disorder responsible for calcium oxalate nephrolithiasis. The study was conducted on glass slides to observe the growth patterns of urinary calcium oxalate monohydrate crystals and their inhibition by 5, 10, 15 and 20 % infusion of Macrotyloma uniflorum seeds. For this purpose, a drop of gel medium (sodium metasilicate of 1.06 specific gravity and 3M acetic acid solution) at pH 5.02 - 5.17 was placed in the middle of a glass slide and converted into a gel. A 1 M oxalic acid drop was dropped to the left, and 1 M calcium chloride and magnesium acetate (1:1) solution was dropped to the right side of the properly formed gel. The glass slide was observed under a microscope till it was completely dried. In the case of the crystal inhibition study, a drop of M. uniflorum infusion was also added on the right side just after adding calcium chloride and magnesium acetate solution. The results without infusion showed detailed morphology and aggregation patterns of observed crystals such as donut, dumbbell, needles, platy, prismatic, rosette, round edges, X-shape crystals, loose and compact aggregates. All infusions of M. uniflorum affected the crystals, forming defective crystals. 5 % infusion inhibited crystals of all morphologies except donuts, X-shaped crystals, donuts, platy crystals and rosettes. Defected rosettes were observed in 10 % infusion, which was reduced gradually in the crowd by 15 and 20 %, respectively. From this study, it can be concluded that M. uniflorum seeds infusion is effective against calcium oxalate nephrolithiasis.

Dr. salman ahmed

Mobile Ad-hoc Network (MANET) owing to their very open characteristics are being very attractive and adaptive. With the openness comes security issues to be dealt. The most usual attack in mobile ad-hoc network is the black-hole attack. It advertises false path as shortest and newest to the destined node. On gathering packets containing data will drop them and does not send it to the destination. This paper proposes an algorithm to overcome such an attack under Ad-hoc On-demand Distance Vector (AODV) routing protocol in MANETs. The proposal aims to detect and avoid black-hole attack by using the parameters of AODV routing protocol in its enhanced form of route recovery. The proposed algorithm has two different scenarios, where first comes the detection then the avoidance. The simulation results are obtained from NS -2 to authenticate the effectiveness of proposed technique in comparison with the existing protocols in the existence of black-hole attack with respect to change in simulation end time and active number of attackers. The implementation is assessed based on delay, delivery ratio, drop, overhead, throughput and packet forwarding ratio. The results obtained from network simulator are mapped to form a dataset, which is then validated on a modelled fuzzy inference system using MatLab software.

Fahmina taranum

This paper investigates the deep learning techniques to improve radio resource management (RRM) in vehicular communication network (VCN). In this paper, the deep learning algorithms are highlighted which are used for RRM. Deep learning technique in RRM is basically used to train the model using various algorithms of resource management including network data. Various machine learning tools will be helpful to get best solutions for resource allocation in a large cellular network.

Vartika agarwal

Obsessive-compulsive disorder (OCD) is a mental disorder that causes repeated unwanted thoughts or sensations, or do something over and over again. It is affecting all ages in the world. It is unusual for symptoms to begin after the age of 35 and half of people develop problems before 20. This making university students a target of OCD. This study investigates the prevalence of symptoms of OCD and identifies possible risk factors among pharmacy students of University of Tripoli, Libya. 80 pharmacy students registered in the final academic year 2019/2020 were enrolled in this study. All the participants were females ranging of 22 to 24 years old of a same environmental background. This study is based on a validated questionnaire for screening of OCD as mentioned by the American Psychiatric Association without modification. A total of 63 students have returned the questionnaire (response rate, 78.8%). The study shows that OCD symptom is relatively common among pharmacy students. The most common symptoms are losing something of importance (71%) and checking things over and over or repeat actions many times to be sure they are done properly (63%). Among OCD symptoms, the most common associated trigger factors were stress and phobia which representing 62% of the participated students. This study indicates that pharmacy students are at risk of being susceptible to getting OCD. OCD affects academic performance and quality of student life, therefore, a psychological and health services for university students should be implanted.

Mediterranean journal of pharmacy and pharmaceutical sciences

Autophagy is a self-digesting mechanism responsible for removal of damaged organelles, malformed proteins during biosynthesis, and nonfunctional long-lived proteins by lysosome. Autophagy has been divided into three general types depending on the mechanism by which intracellular materials are delivered into lysosome for degradation that is, microautophagy, chaperone-mediated autophagy (CMA), and macroautophagy. In microautophagy cytoplasm material is sequestered through direct invagination to the lysosomal membrane. Whereas in CMA proteins flagged with pentapeptide motif (KFERQ) were selectively degraded through direct translocation into lysosome. Macroautophagy involves the formation of subcellular double-membrane-bound structures called autophagosomes that contain degradable contents of cytoplasm materials and deliver them into lysosomes for breakdown by lysosomal enzymes. The molecular mechanism of autophagy involves several conserved Atg (autophagy-related) proteins. Systems produce modified complexes Atg8-PE and Atg5-Atg12-Atg16 as autophagy regulators. Autophagy is activated in response to diverse stress and physiological conditions. For example, food deprivation, hyperthermia, and hypoxia are mediated by factors like insulin/IGF-1, m-TOR signaling, FOXO transcription factors, and chaperones. The perturbance in autophagy may lead to several types of cancers, myopathies, and neuromuscular disorders. Several autophagy inducers and inhibitors like 3-methyladenine (3-MA), bafilomycin A1, LY294002 (LY), and Velcade have been used to treat disease is an intense field of study.

Kamal singh

Marketing refers to the actions that elevate customer value by motivating them to purchase the organisation's products or services (Kusumadewi, 2019). An organisation with strong capabilities must exhibit strong marketing capacities to effectively introduce its offerings to new markets (Lee and Falahat, 2019). Marketing strategies are part of an organisation's corporate strategy, which refers to the set of choices an organisation makes to develop and capture value across its business over time. As corporate strategy essentially drives financial performance (Sull et al., 2018), effective marketing strategies must be selected to ensure the organisation's attainment of objectives and long-term success.

Zamzam abdelazim

в статье анализируются основные причины и критерии иностранных инвестиций, основная роль внедрения инновационных технологий в рыночную экономику. А также роль иностранных инвестиций в модернизацию экономики Узбекистана.

Ikboljon odashev mashrabjonovich

Covid 19, the pandemic originated in the Chinese city of Wuhan, had the entire world conquered. The structure and transmission of the causative organism, Coronavirus is well studied. Remdesivir, the product of Gilead pharmaceuticals, was effective against many viral infections, including Ebola and SARS. It comes under the category of nucleoside prodrug and has given promising results in the early trials against SARS COV 19. In depth, research is taking place at a rapid pace, so that Remdesivir will be available to the therapeutic community as an effective remedy for the pandemic caused by SARS COV2. If this meets success, the darkest era in the modern history of mankind may become a memory in the near future.

Vinod b

A zoonotic disease is an infectious disease caused by pathogens such as bacteria, virus, rickettsia, fungi, parasite or prion that has been transmitted from an animal, especially a vertebrate to human beings. Usually, the first infected human transmits the infectious agent to other humans very rapidly; it is one of the important concerns of zoonoses. The World Health Organization (WHO) currently list the Emerging infectious diseases (EID) of epidemic issues in their research and development blueprint as COVID-19 (Corona viruses), Middle East Respiratory Syndrome (MERS), Severe Acute Respiratory Syndrome (SARS), Ebola and Marburg viruses (Filovirus), Crimean Congo haemorrhagic fever (Nairo virus), Lassa Fever (Lassa virus), Nipah (Henipa virus ), Rift Valley fever (Phlebo virus) and Zika (Flavi virus). Due to the deadly pandemics facing by the globe, it is essential to understand the way of transmission of emerging viruses, its mode of infection and important measures to eliminate or control them from the world is essential. However, mankind overcomes so many deadly viruses with the help of scientific knowledge, through vaccination, new therapies, drugs etc. Nowadays, viral zoonoses like rabies (Lyssa virus) are 100% preventable through vaccination and medication even though, humans face lots of new threats especially emerging zoonosis diseases like Covid19. This review summarized the major zoonotic viruses affecting human beings, their source, pathogenicity and its important ways to overcome the transmission of microbes from animal to humankind.

Dr. saranya devi k

In recent years, the educational landscape has changed drastically with increased connectivity and technology that promotes outside-the-box thinking and innovation. Classrooms at all levels are evolving to meet this "new normal" through virtual lessons, smart technology in schools and online access for students and parents an individual possession of knowledge, skills and experience through education certainly transforms the nature’s endowed resources as marketable products/services with ‘economic value’ is termed as human capital and knowledge economy. Enhance and enrich of human capital fillips nation’s sound and health economy is the rationale of education. Education thrives to (a) educate, enlighten and encourage teaching, (b) input of understanding and (c) spirit and urge true facts. Education policy needs a clear-cut and transparency to lead in commercialisation and determination of values and proactive to the market logic. The great challenges accompany have been thoroughly exposed in recent periods through Covid-19 crisis. Interaction and integration with the economy of the rest of Worlds Counties, has now become a new emerging facet to bring out a unifying roof of the whole-teaching contents and methodology to attain the socio-economic development. To become a world-class academic institute heavily depends upon the committed faculty, quality infrastructures, supportive administration, and learning environment. Last but not least is the hardworking and brilliance or vividness is the foremost factor of promising among the young students. The corporate philanthropy to higher education is the call of the day to ensure trueness of education system for urging the prime goal of socio-economic development. This study focuses on the emerging trends in Indian higher education.

Dr gedam kamalakar

One of the most common situations in the management process is problematic situations or conflicts, where each complex situation or conflict has unique consequences, and neglect to find the best way out of such situations put the leader in a more difficult situation. Especially at a time while COVID-19 is putting the world community in a very difficult situation, difficult to resolve conflicts, universal conflicts, the role of leaders, managers are discussed, problem solutions are proposed through management theory.

Ikboljon odashev mashrabjonovich

With the emergence of HR Analytics in organizations; gathering, interpreting, and measuring of HR data has become easy. HR Analytics act as a tool which is a combination of statistical techniques that enable collection, interpretation, measurement, and forecasting of data. HR analytics enlightens solution to the organizational problems and make accurate decisions. HR analytics hence aligns HR strategy with overall business strategy to obtain a competitive advantage. HR analytics has passed through phases of measuring the Sub HR functions. HR Analytics provides various opportunities to business as it forecasts workforce requirements, enables HR to achieve corporate goals, and improve organizational performance which helps businesses in finding success. Despite the success, the business faces some big challenges like data governance, skill gap among employees, top management support, and many other such challenges in implementing and using the HR Analytics tool in business. Various research scholars have discussed HR analytics from so many years. So many papers have come focusing on the conceptual part of HR analytics, past present and future scenario of HR analytics, acceptance of HR analytics in organizations, the extent of its utility, rise of HR analytics, and various other related studies. This paper aims to find out the challenges and opportunities faced by the business firm in implementing HR analytics as a tool in organizations. This study also gives the theoretical concept of HR analytics based on secondary data collected from previous research papers, journal of the year 2016- 2019 given by various research scholars, blogs, and websites that provide HR analytics recent data. The study will provide the pros and cons of implementing and using HR analytics.

Mamta gaur

The main purpose of this research is to know the relationship of liquidity and solvency in profitability of Ultra tech and Shree cements. Cement industry is one of the prime support services in giving work to the general population. In Ultra Tech Cement, return on equity is positively correlated with return on asset, current ratio and quick ratio and negatively correlated with debt equity ratio. In Shree Cements, return on equity is positively correlated with the independent variables. return on asset is negative weak relation with the independent variables. Current ratio is strong correlation with quick ratio and debt equity ratio

Dr. jeyalakshmi p