Evaluation model of english teaching effect based on neural network algorithm and support vector machine

Abstract- The role of support vector machine in the evaluation of English teaching effect is very important, but there is a problem of inaccurate evaluation of results. The traditional English teaching mode cannot solve the accuracy and efficiency of the effect evaluation of students' English teaching and cannot meet the requirements of English teaching effect evaluation. Therefore, this paper proposes a neural network algorithm to innovate and optimize the analysis of support vector machines. Firstly, the relevant theories are used to construct a multi-index English teaching effect evaluation system with teachers and students as the main body, and the indicators are divided according to the data requirements of English teaching effect evaluation indicators to reduce the support vector machine in the interfering factor. Then, the neural network algorithm is used to solve the optimal solution of kernel function parameters and regularization parameters of the support vector machine, and the support vector machine scheme is formed, and the support vector machine results are carried out Comprehensive analysis. MATLAB simulation shows that the evaluation accuracy of the English teaching effect of the neural network algorithm and the support vector machine under certain evaluation criteria Optimal, short evaluation time.

LOKESH N S Lokesh n s

Assessment of the knowledge and perceptions of pharmacy students towards pharmacovigilance and adr reporting

AIM: The present cross-sectional questionnaire survey was conducted to assess the knowledge, and perception related to pharmacovigilance and ADR reporting among the B.pharm Final year students. MATERIALS AND METHODS: To assess the demographic details of the pharmacy students, their knowledge and perception toward pharmacovigilance and ADR reporting; a validated pretested questionnaire was used which comprises 11 knowledge-based closed-ended questions and 14 perceptions based agree/disagree questions. RESULT: The questionnaire was distributed to the 150 respondents of B. Pharm final year students who were willing to participate in the study. A response rate of 75% was recorded. The number of female respondents 53.3% was comparatively higher than the male respondents 46.6%. Most of the respondents were between 20 -22 years of age and only 4.7% were of 25 years of age. The average positive response for the knowledge-related statements was found to be 86.5% and the average positive response for the perception-related statements was found to be 70.67%. CONCLUSION: The findings showed adequate knowledge among pharmacy students and positive perception towards pharmacovigilance and ADRs reporting. This survey strongly suggests that there is a great need for increasing knowledge in clinical pharmacy courses and practical exposure to cases in the hospitals through internship programs which are meant to provide a unique opportunity for the pharmacy students that they must learn and practice the skills required for quality ADR reporting

Zeenath Banu Zeenath banu

A study on the cause of stress among employees in private banking sector

Purpose of this study is examining the cause of stress among selected private banking employees. Stratified sampling method was used to carry out the data collection. For this employee of various private banks were chosen. A questionnaire with 12 items with dichotomous (Yes-1, NO-2) were developed and tested for reliability and prior to the distribution of questionnaire. 253 respondents were selected from various private banks in Mysore district, Karnataka state India. The survey questionnaire was sent via email, requesting to complete it. The questionnaire includes 11 demographic information’s and statements to measure. Chi-Square analysis was carried out to examine the cause of stress among employee using SPSS21. We found that designations have significant influence on employee and The other factors of do not have any significant influence on employee. Therefore we concluded that in private banks demographic variable such as designation creates stress in all aspects. Future research should consider a larger sample from leading sectors where job natures are similar. Analysis should be more rigorous, where Amos could be used for analysis.

Dr MANJUNATHA M K Dr manjunatha m k

Role of pharmacist in health care system

During the last few years, the pharmacy profession has expand significantly in terms of professional services delivery and now has been recognized as an important profession in the multidisciplinary provision of health care. The paper highlights the current scenario The Pharmacy profession in health care system. Pharmacist is a backbone that strengthens to health care system. Different roles of Pharmacist in different sectors of pharmacy profession like Industrial, academic s, community health, clinical research, drug design and discovery, developing NDDS etc. In nutshell pharmacist play an integral part of health care system. “Physician gives medicine to the patients but life to medicine given by pharmacist”

Kamal Singh Kamal singh

A collective review of the synthetic approaches disclosed in prior patents to synthesize the renowned drug, lamotrigine

In this review work, we have extracted the essential details from prior patents about the synthesis of popular drug Lamotrigine. This initiative will provide a platform for the global researchers to invent new or innovate over the existing synthetic routes to isolate Lamotrigine with good yield and purity. The details of patents were sourced from “Google patents” search tool and the process specific details were elaborated with reaction schemes. In this context, twenty-four reactions schemes were tabulated for the better understanding of the disclosed ventures. The entire chronological exfoliation of details on the synthesis of Lamotrigine provides a clear evolutional vision of its synthetic flourish towards drug commercialization.

Mediterranean Journal of Pharmacy and Pharmaceutical Sciences Mediterranean journal of pharmacy and pharmaceutical sciences

Penanaman karakter pada siswa melalui kegiatan intrakurikuler dan ekstrakurikuler di sekolah dasar terpadu islam

Character education is an effort to foster and shape student character according to school culture. The research objective was to describe the process of cultivating character in students through school intracurricular and extracurricular activities. The research method with qualitative, data collection with interview, observation, and documentation. The results showed (1) character planting through intracurricular activities with (a) strengthening learning, namely character building in accordance with the theme or material, and (b) spiritual paradigm by inserting Islamic values ??in the learning process. (2) character planting through extracurricular activities with (a) scouts, namely forming leadership characters, being independent, solving problems, and loving nature, (b) leadership, forming leadership characters, responsibility, and making decisions, (c) painting, forming detailed, focused, creative characters , (d) martial art, forming tough, skilled characters, (e) reciting recitation, forming religious, moral, orderly characters, (f) child preachers, forming brave characters, positive thinking, art of communication, influencing others. Pendidikan karakter merupakan upaya membina dan membentuk karakter siswa sesuai dengan budaya sekolah. Tujuan penelitian untuk mendeskripsikan proses penanaman karakter siswa melalui kegiatan intrakurikuler dan ekstrakurikuler di sekolah. Metode penelitian dengan kualitatif, teknik pengumpulan data dengan wawancara, observasi, dan dokumentasi. Hasil penelitian ini menunjukkan: (1) Penanaman karakter melalui kegiatan intrakurikuler dengan cara (a) Penguatan pembelajaran yaitu pembentukan karakter yang sesuai dengan tema atau materi, dan (b) paradigma spriritual dengan menyisipkan nilai keislaman dalam proses pembelajaran. (2) Penanaman karakter melalui kegiatan ekstrakurikuler, (a) Pramuka yaitu membentuk karakter kepemimpinan, mandiri, memecahkan masalah, dan cinta alam, (b) Kepemimpinan, membentuk karakter kepemimpinan, tanggung jawab, dan membuat keputusan, (c) Melukis, membentuk karakter detail, fokus, kreatif, (d) Pencak silat, membentuk karakter tangguh, terampil, (e) Mengaji, membentuk karakter religious, akhlak, tertib, (f) Pendakwah cilik, membentuk karakter berani, berfikir positif, seni komunikasi, mempengaruhi orang lain.

EDUCARE: Journal of Primary Education Educare: journal of primary education

Functional literacy of alternative learning system (als) learners: basis for sustainable extension development

This study aims to determine the functional literacy acquisition of Alternative Learning System learners and make a sound basis for strategic planning and pedagogical intervention that will help promote and develop the said program. The descriptive-evaluative method of research was used in the study. The descriptive method was used to identify the respondents' profile based on (a) age, (b) gender, (c) civil status, and (d) employment status. The evaluative method was used to determine the respondents' functional literacy acquisition in (a) communication skills, (b) scientific and critical thinking skills, (c) mathematical and problem solving skills, (d) life and career skills, (e) understanding the self and society, and (f) digital citizenship (formerly digital literacy). Frequency Count and Percentage Technique was used to describe the functional literacy acquisition of the respondents. Meanwhile, a modified survey questionnaire based on the functional literacy, education and mass media survey ("National Profile of Adult Literacy and Numeracy Skills," 2004, p. 91) was used as the primary tool to gather the data. The respondents in this study were the students enrolled in ALS-Sipocot (North and South District), the school year 2019-2020. Due to COVID restrictions, other ALS learners from other municipalities were not covered as part of the study. Findings revealed that ALS learners do not yet manifest the complete acquisition of functional literacy needed to face the globalized world's challenges because their attainment of the required functional literacy skills is generally low. Moreover, the study disclosed that sex, age, civil status, and employment status affect the acquisition of functional literacy skills among ALS learners in Sipocot, Camarines Sur. Based on the results, the researcher developed an extension activity to help the ALS learners improve their functional literacy, particularly in the digital citizenship area, where they got the lowest score.

Darrel Ocampo Darrel ocampo

Management and operations

This report discusses the leadership and management functions by examining their definitions, roles, and characteristics. Besides, the differences are identified, culminating in a discussion of the skills associated with each function.

Zamzam Abdelazim Zamzam abdelazim

Analgesic and anti-inflammatory potential of four varieties of bell pepper (capsicum annum l.) in rodents

The use of Capsicum annum L. for culinary purposes dates back centuries. Its medicinal benefits have also been investigated in the past few days. Analgesic and anti-inflammatory activity in 4 different colored (green, yellow, orange, and red) sweet bell peppers (Capsicum annuum L.) were investigated in 200 and 400 mg/kg doses. Current research is directed at authenticating whether Capsicum can be used as an analgesic and anti-inflammatory, comparing the effects of the most used analgesic aspirin. The effects of ethanol extract of Capsicum annum L. were determined for analgesic activity by acetic acid-induced writhing, tail immersion and hot plate test. Animals were divided into ten groups (n=7): (1) Control (2) CAG 200 (3) CAG 400 (4) CAR 200 (5) CAR 400 (6) CAO 200 (7) CAO 400 (8) CAY 200 (9) CAY 400 (10) Standard. All the extracts given intraperitoneally in rat hind paws of seven animals in each treatment group received 200, 400 mg/kg. Acute toxicity was also determined by increasing the dose to 3000 mg/kg, which showed no evidence of mortality. A statistical calculation was performed using SPSS software to compare the effects of aspirin and Capsicum extract. Positive results were obtained as compared to the control group; the analgesic effect was statistically significant (P˂ 0.05). These observations revealed that the fresh fruit extract of four kinds of Bell pepper at 200 mg/kg and 400 mg/ kg possesses anti-inflammatory and pain-suppressing activities possibly mediated via PG synthesis inhibition.

Dr. Salman Ahmed Dr. salman ahmed

Dynamics of leadership

The construct of Leadership entails the process of influencing other people to accomplish specific objectives. However, like love, the construct of Leadership is a universal desire that is virtually difficult to define explicitly (Klingborg, Moore and Varea-Hammond, 2006, p.280). It is characterised by the idea of an individual charisma capable of recruiting followers towards his or her path, promoting team-based problem-solving. Conversely, the concept of Leadership is based on many factors such as; "leaders are made not born", "he was a leader since he was a kid" and "if you have the will power, you can become an effective leader" (Klingborg, Moore and Varea-Hammond, 2006, p.280). However, scholars and organisations tend to focus on Leadership and how leaders impact an organisation. The leadership process entails how an individual influences other(s) to achieve a common goal or mission.

Zamzam Abdelazim Zamzam abdelazim

Effect of culcasia falcifolia on the biogenic amine levels in the brain tissue of pentylenetetrazole induced seizure in mice

In the present study the effect of the ethanol extract of Culcasia falcifolia on the neurotransmitter levels were evaluated. Pentylenetetrazole (PTZ) (60 mg/kg body weight, i. p) was administered to all the groups of mice to induce convulsions. After observing the convulsion, all groups rats were sacrificed, whole brain was dissected out and separated the forebrain. The brain tissue was homogenized and then centrifuged. The aqueous phase was taken for the assay. The reading was obtained using spectroflurimeter. The result of the present study shows that the ethanol extract of Culcasia falcifolia at the dose of 200 and 400 mg/kg body weight significantly increased the level of inhibitory neurotransmitter GABA and also showed significant increase in the levels of dopamine, noradrenalin and serotonin when compared to seizure control group (PTZ treated group) and was almost equivalent to control group. The findings of the study showed that the extract at 200 and 400 mg/kg body weight significantly (p<0.001) increased the levels of GABA, dopamine, serotonin and noradrenaline. The ethanol extract of Culcasia falcifolia exerted antiepileptic activity by decreasing seizure susceptibility to pentylenetetrazole-induced seizure in mice due to restoration of GABA, serotonin, dopamine and noradrenaline concentration levels in mice brain.

Gracelyn Portia Gracelyn portia

Research capability of teachers: its correlates, determinants and implications for continuing professional development

Recently, research capability has received an overwhelming and remarkable interest among academics and practitioners. This is timely since the Department of Education had institutionalized research and encouraged teachers to engage in it to support evidence-based practice, decision-making, policy, and program development. On these premises, a study was carried out to assess the research capability of public teachers in Malaybalay City, determine its correlates and determinants. It utilized descriptive, correlational, and explanatory designs. It administered survey questionnaires to 92 participants. Data were analyzed using descriptive and inferential statistics. The results revealed that teachers were slightly capable of conducting research and having neutral attitudes toward it, motivated to write research, had a high level of difficulties in research processes, and moderately capable of action planning. They also show evidence of potential in mentoring. Further, mentoring and action planning skills, motivation to write research, attitudes toward research, and the number of studies completed by teachers were the correlates of their research capability at different magnitudes of the relationship. Notably, the research capability of teachers had a low, negative but significant relationship with their age and accumulated years of service. Thus, this capability deteriorates as they age and accumulate years of service. The motivation to write research, the number of studies completed, and age were the determinants of research capability. It was concluded that research capability can be determined and predicted by how motivated teachers are to write research, how productive they are in research, and how young they are when they engage in this rigorous endeavor. The study identified and recommended topics for continuing professional development.

Manuel Caingcoy Manuel caingcoy

Effectiveness of differentiated instruction in the reading comprehension level of grade-11 senior high school students

This study determined the effectiveness of Differentiated Instruction in the reading comprehension level of the Grade-11 senior high school students, school year 2016-2017. Specifically, it aims to determine the reading comprehension level of the control and the experimental groups in the pre test and post-test; identify if there is a significant difference in the reading comprehension level of the control and experimental groups in the pre-test and post-test results; and identify the strengths and weaknesses in using Differentiated Instruction. Quasi-experimental method was employed in conducting the study. The respondents were the 150 Grade-11 students of a public high school grouped as control and experimental using Parallel technique. Data sources include pre-test and post-test scores, gain scores, classroom observation form, survey questionnaire, and researcher's reflective notes. The qualitative data were analysed using template analysis style and the basic approach of comprehending, synthesizing, theorizing and re-contextualizing to identify common themes and integrating thematic pieces. Based on the classroom observations, survey and researcher's reflective notes, strengths and weaknesses of Differentiated Instruction were observed. Despite the observed and encountered challenges, the statistical analysis has revealed a significant difference between pre-test and post-test results.

Darrel Ocampo Darrel ocampo

Toenail fungal infection: a case report

Fungal infection of the nails (onychomycosis) is a common condition that is hard to cure. The fungus hidden in the nail is difficult to treat with antifungal medications, and infected nails take months to heal. Antifungal nail polish can occasionally be used to treat mild cases, but blood-stream-permeable medications are required to treat more serious infections. We need something better because even these are not always successful and can have negative side effects like skin rash or liver issues. Additionally, onycholysis (the separation of the nail plate) creates a moist environment that can encourage the growth of fungi. Moreover, immunosuppressive medication use may worsen onychomycosis. In this example, the diseased entity's clinical presentation in an adult patient was described.

Mediterranean Journal of Pharmacy and Pharmaceutical Sciences Mediterranean journal of pharmacy and pharmaceutical sciences

L’expression de la solitude à travers les chansons funéraires dans l’aire culturelle ajatado

Dans toute société, l’homme nait, grandit et meurt. Ces étapes marquant la vie de l’être humain sont des passages obligés dans le parcours existentiel de tout être vivant. Si le premier et le deuxième éléments sont des moments de réjouissance pour les parents, les amis et la famille, le troisième par contre attriste, alite et est parfois source de discorde et de séparation des membres d’une même communauté. A la mort d’un parent, des soutiens de toutes natures viennent de toute part. Ces soutiens sont la manifestation de la solidarité au sein de nos communautés. Des chansons sont scandées avant, au cours et après l’inhumation. Comme on le constate dans plusieurs communautés linguistiques, ces chansons funéraires assument, dans la société, des fonctions diverses. Cette étude qui analyse quelques chansons aussi bien sur le plan social que linguistique, vise à montrer la valeur de la chanson et le sens qu’elle véhicule dans la communauté ajatado prenant en compte le Bénin, le Togo, le Ghana et le Nigéria sans oublier ses différentes fonctions dans la société.

Assanvo

Yield analysis of maize hybrids lenient to turcicum leaf blight disease in southern districts of karnataka

Yield Analysis of Maize Hybrids Lenient to Turcicum Leaf Blight Disease in Southern Districts of Karnataka

Veerabhadraswamy AL Veerabhadraswamy al

"ageing and trem2 neuronal signaling in phyllanthus emblicas".

“Phyllanthus emblica” known to be amla has role in the skin aging influences the changes in skin, including skin dryness, wrinkle, and irregular pigmentation. Initially the 6 day observation has been taken for the ageing activity to be track to study the TREM2 pathway of “Phyllanthus emblica”. Cellular observation and pathway consideration: The environmental impact of pH, Temperature, Humidity and stability of amla fruits is important for the ageing of cells in neuronal cascade of TREM2 Pathway, while studying the fruits cell cycle. The melanin suppression through inhibition of tyrosinase and tyrosinase-related protein-2 activities, the strong antioxidant, and the potent matrix metalloproteinase-2 in cellular observation of tyrosinase pathway. The study aimed to evaluate the anti-skin aging efficacy of amla.

Dr. Wahul Umesh B Dr. wahul umesh b

Assessment of community knowledge and awareness about ranitidine recall: a cross-sectional study

In April 2020, Food and Drug Administration (FDA) requested immediate withdrawal of all prescription and over the counter ranitidine products. Ranitidine recalled due to the presence of unacceptable level of carcinogenic substance N-nitosodimethylamine (NDMA). Several pharmaceutical manufacturers have issued ranitidine product recalls including brand and generic ranitidine. FDA alerts patients to stop using ranitidine and advised to talk with their health care professional about alternative treatments. In Libya, limited studies have been conducted to address people awareness and knowledge in this regard. The objective of this study was to assess people's awareness and behavior towards ranitidine recall and related issues. A cross-sectional study was conducted in Zawia city for two months. Online questionnaire was distributed to 300 participants. Descriptive statistics analysis using statistical package for social sciences (SPSS) version 26.0 was used. The study found that more than half of the participants and their family member were likely to utilize ranitidine inappropriately. They seem to consume ranitidine more often without medical consultation. The findings also showed that 82.5% of the participants that were using ranitidine obtained the drug from pharmacies after the date of announcing ranitidine withdrawal from the market by FDA. Furthermore, the vast majority of the participants were poorly informed or even they had no information about ranitidine toxicity and their perception of the dangers of continue use of this drug is limited. The participants argued that pharmacists do not provide slightly information about dispensed ranitidine. In conclusion, all results reported as benefits of the participants in the study whereas the participant's perception and awareness increased when a brief notification regarding the reason of ranitidine toxicity was provided.

Mediterranean Journal of Pharmacy and Pharmaceutical Sciences Mediterranean journal of pharmacy and pharmaceutical sciences

Prevalence of hypothyroidism among libyan pregnant women in benghazi

Hypothyroidism is a common endocrine disorder resulting from deficiency of thyroid hormone or its effects on peripheral tissues. Previous hospital based study have revealed high prevalence of hypothyroidism in pregnant women. Also, studies with small sample size indicated a rising trend of prevalence of hypothyroidism during pregnancy. Moreover, pregnancy is seen as a risk factor in the occurrence of thyroid dysfunctions. Thus, the aim of was to assess and analyze prevalence of hypothyroidism among Libyan pregnant women in Benghazi city in to study its relation and risk in pregnancy. The study was conducted on a sample size of 177 Libyan pregnant women in Benghazi city in Libya during 2018. A cross-sectional observational study was conducted in clinics located in Benghazi city. Responses to the question was coded and analyzed. The prevalence of hypothyroidism among the pregnant women was found to be 10.2% (n = 18) and no significant relation between age and hypothyroidism among women. Only nine percent of the pregnant women had medical conditions (as diabetes mellitus and high blood pressure). 28% of the hypothyroidism pregnant women are of the first gestation and 72% are of the second or more. 83% of the hypothyroidism pregnant women had no thyroidectomy. Thus, this study concludes that there is a high prevalence of hypothyroidism during pregnancy period in Benghazi and a national screening is necessary for hypothyroidism in Libya.

Mediterranean Journal of Pharmacy and Pharmaceutical Sciences Mediterranean journal of pharmacy and pharmaceutical sciences

Therapeutic potential of marine peptides in malignant melanoma

Malignant melanoma is the most dangerous type of skin cancer. It is becoming more common globally and is increasingly resistant to treatment options. Despite extensive research into its pathophysiology, there are still no proven cures for metastatic melanoma. Unfortunately, current treatments are frequently ineffective, costly, and have several adverse effects. Natural substances have been extensively researched for their anti-MM capabilities. Chemoprevention and adjuvant therapy with natural products is an emerging strategy to prevent, cure or treat melanoma. Numerous prospective drugs are found in aquatic species, providing a plentiful supply of lead cytotoxic chemicals for cancer treatment. Anticancer peptides are less harmful to healthy cells and cure cancer through several methods, such as altered cell viability, apoptosis, angiogenesis/metastasis suppression, microtubule balance disturbances and targeting lipid composition of the cancer cell membrane. This review addresses marine peptides as effective and safe treatments for MM and details their molecular mechanisms of action.

Dr. Salman Ahmed Dr. salman ahmed

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