N-gram-based machine learning approach for bot or human detection from text messages

Social bots are computer programs created for automating general human activities like the generation of messages. The rise of bots in social network platforms has led to malicious activities such as content pollution like spammers or malware dissemination of misinformation. Most of the researchers focused on detecting bot accounts in social media platforms to avoid the damages done to the opinions of users. In this work, n-gram based approach is proposed for a bot or human detection. The content-based features of character n-grams and word n-grams are used. The character and word n-grams are successfully proved in various authorship analysis tasks to improve accuracy. A huge number of n-grams is identified after applying different pre-processing techniques. The high dimensionality of features is reduced by using a feature selection technique of the Relevant Discrimination Criterion. The text is represented as vectors by using a reduced set of features. Different term weight measures are used in the experiment to compute the weight of n-grams features in the document vector representation. Two classification algorithms, Support Vector Machine, and Random Forest are used to train the model using document vectors. The proposed approach was applied to the dataset provided in PAN 2019 competition bot detection task. The Random Forest classifier obtained the best accuracy of 0.9456 for bot/human detection.

Chandra sekhar sanaboina

Building skills for a developing world in 21st-century library and information science (lis) education

The study focuses on Library and Information Science (LIS) education in India. In India, traditional libraries and digital libraries currently coexist. India's LIS curriculum is still not adapting to the new positions. Students have not gained the crucial information technology-related knowledge and abilities from library institutions. Because of their expertise, Library and Information Science (LIS) professionals serve as a conduit between readers and information resources. The library follows the laws and regulations within the profession when acquiring and processing resources. Furthermore, there are drawbacks to these norms and restrictions. They are learned in the academic setting, where they are taught how to manage library information resources so that patrons can access them with ease. Cataloging, classification, indexing, inquiry work, user education training, facilitating, and assessment skills are among the fundamental abilities typically linked to library and information science. Depending on their library area, an information professional may have a range of these skills. Information technology skills, including word processing and spreadsheets, digitization, and internet search capabilities, as well as proficiency with loan systems, computer databases, managing content, and specially created programs and packages, are some crucial cross-sector competencies that are changing in the twenty-first century. Additionally, there are soft skills like time management, negotiation, and dispute resolution that are applicable to all encounters at work. Because of this, learners from LIS programs are not very competitive in the information industry. The paper talks about the difficulties of teaching LIS in India. It addresses the cooperation & resource sharing between institutions of librarianship as well as educating LIS professionals for managerial and leadership positions to promote India's economic and national development. Additionally, it covers job opportunities for LIS professionals, the abilities required, the influence of LIS education on graduates' work and careers, the recent emphasis on e-learning in LIS courses in India, and the ongoing professional growth of LIS professionals. It is essential for librarians to have the skills required to operate in a specialized job in the cutting-edge era of information technological advances, when client needs and equipment are changing quickly. Library and Information Science (LIS) education should therefore include contemporary information processing abilities to ensure the profession remains valid in the rapidly evolving 21st century.

Dr. Awadhesh Singh Gautam Dr. awadhesh singh gautam

Marketing management in business

There is a close relationship between a marketing strategy and its ability to realise its mission, vision, and business strategy. A case in point is the Nike brand that focuses on creating meaningful stories for its loyal fan base. It achieves this by inducing emotions into the customer base through "emotional branding" to realise its vision of expanding human potential by creating groundbreaking sports innovations. Nike's marketing campaign strategy involves building meaningful stories and tag lines using a traditional narrative of a hero who overcomes every challenge brought forth through its slogan of "Just Do It." The brand also has a distribution strategy of using subsidiaries like Converse, Jordan, and Hurley and channels like retailers, e-commerce, and supermarkets to reach out to millions of its customers (Mahdi, Abbas, Mazar, & George, 2015). To achieve its mission of bringing innovation and inspiration to every athlete globally, the brand has invested in top-notch technologies like hyper-adapt as part of a marketing strategy.

Zamzam Abdelazim Zamzam abdelazim

A comparative study of nurses' knowledge and attitude towards impact of oral cancer on oral hygiene and nutritional status of patients with oral cancer in selected general and cancer hospital at mysore and bangalore with a view to develop self-instru

Background: Cancer is burden for almost all societies in the world. It is estimated that approximately 20 million persons are suffering with cancer and every year 10 million die due to cancer. Methods: A descriptive and comparative survey from January 2024 to June 2024 with a quantitative research approach was used. The non-probability convenient sampling technique was used, and 60 nurses (30 each from Cancer Hospital; and General Hospital) had given consent for participation in the study. The tools used for data collection were personal profile, structured knowledge questionnaire, modified Likert-type attitude scale, and opinionnaire for utility of SIM. Results: The study found that 83.35% of General Hospital and Cancer Hospital nurses had strong knowledge, while 10% and 6.66% had low knowledge. All nurses from both institutions have mildly positive to extremely positive thoughts about how oral cancer affects oral hygiene and nutrition. Mean knowledge scores of nurses from General and Cancer hospitals were 14.73 and 16.33, and mean attitude scores were 149.80 and 150.20. Cancer hospital nurses' expertise and attitude correlated significantly. The results show that 86.67% of nurses believe SIM is a valuable source of information and content to assist them better manage oral cancer patients' oral hygiene and nutrition. Conclusions: The study found that cancer hospital nurses had a higher mean knowledge score than general hospital nurses. Thus, knowledge and attitude are linked, and nurses with higher knowledge have a more positive attitude.

Dr K C Yadav Dr k c yadav

Roles of stakeholders towards project success: a conceptual study

Stakeholder plays significant roles in project success. They ensure clear communication of project goals, contribute to decision-making, and demonstrate commitment, increasing the likelihood of successful outcomes. They also act as advocates within their organizations, generating buy-in and support. The main purpose of this paper is to identify and discuss the roles of shareholders in a project success. The paper is conceptual in nature and uses a number literatures ranging from 2007 to 2023 from a good number of journals. After scrutinized the literature review, the paper concludes a number of findings. The findings implies that stakeholders in a project is crucial for its success and sustainability. Stakeholders play a significant role in ensuring the performance of the project. Project managers need to acquire stakeholder management skills to address the communication requirements of stakeholders. This is important for the success of the project. The paper recommend that policymakers, practitioners and academia have to ensure the expectations and make a balance among the stakeholders.

Nazim ullah

Oxygen consumption, ammonia excretion and o: n ratio of freshwater bivalve, lamellidens marginalis during winter season with special reference to body size

The scaling of metabolic rates with body mass is one of the best known and most studied characteristics of aquatic animals. We studied here how size is related to oxygen consumption, ammonia excretion and O: N ratio in Freshwater Bivalve Mollusc Lamellidens marginalis species in an attempt to know how size specific changes affect their metabolism. The freshwater bivalve molluscs with specific size i.e. small (77 79 mm in shell length) and large (90 93 mm in shell length) were selected for experimental work from Bhima River at Siddhatek on December and January during winter. The adult bivalve molluscs with small size reported high value in oxygen consumption and O: N ratio but ammonia excretion was low value in small sized bivalves compared to large ones. The results are discussed in the glow of metabolic processes in fresh water bivalve molluscs.

Dr. Pritesh Ramanlal  Gugale Dr. pritesh ramanlal gugale

Does active social media use improve subjective well-being? - a mediation model

Social media use is inherently linked to everyday life in the digital world, from professional contexts to leisure time. Prior research focused on antecedents of social media use such as personality traits, age, gender, social skills, and also on broad range of its various effects. Positive effects include extension of friendship network, diminishing anxiety in social interaction, and improving exercise motivation. Problematic social media use and addiction are related to stress, depression, suicidal thoughts, loneliness, and scarce school engagement. Less attention has been paid to the relationship between social media use and well-being. Inconsistent results were obtained; being emphasized either small relationship between time spent using social media and psychological well-being, or absence of significant correlation. Aims: Therefore, we analyzed in this research what degree and how active social media use and self-esteem would lead to subjective well-being. Starting from the necessary distinction between the passive and active social media use, the aim of this study was to analyze the direct and indirect effects of active use and self-esteem on subjective well-being. Method: Based on a cross-sectional design, the survey data was collected from a sample consisted of 653 participants (male = 274; M age = 21.52; SD = 4.33). To verify the hypothesized direct and indirect effects included in the multiple mediation model, a path analysis was performed. Results: The findings showed positive association between active social media use, self-esteem, affective engagement in social media use, sense to belong to online community, number of friends/followers, and subjective well-being, The path analysis revealed excellent fit between proposed mediation model and sample data. Active social media use has directly effect on subjective well-being, and indirectly via sense to belong to online community. Interaction between active social media use and self-esteem significantly predicts subjective well-being. The relationship between affective engagement in social media use and sense to belong to online community is mediated by number of friends or followers on social media platforms. Conclusion: The findings of this study extend the previous research, providing support for the relationship between active social media use and subjective well-being. Keywords: active social media use; number of friends/followers; affective engagement in social media use; sense to belong to online community; subjective well-being; mediation analysis.

Elena stănculescu

Intersection of caste and gender based subjugation

One of the unique features of Indian society is prevalence of caste system which was originated thousands of years back to demarcate the people engaged in different occupation or jobs. Initially it was not much rigid but gradually people belonging to upper castes for their own selfish means to maintain their monopoly made this arrangement hereditary and started treating people of lower castes disgracefully. For preservation of this system, people started controlling their women to prevent inter-caste marriages and the concept of endogamy came up. This robbed away many types of freedom from women. For women belonging to lower castes, this situation is worse as they are doubly subjugated on the basis on caste as well as gender. Men belonging to their own caste treat them as secondary beings. This paper throws light on this intersection. How intersection of these two kinds of inequalities place them at the lowest position in Indian society. Dr. B.R. Ambedkar rises as their leader who all his life worked for empowerment of downtrodden section of society. He argues that education is the primary tool for evading these differences among people. He further emphasizes to adopt the concept of exogamy to break the backbone of Indian caste system and to immediately leave a religion or culture which legitimizes such system of inequality among people of the same land.

Swati sharma

Possible implications of the anthropocene on climate change and soil health

Anthropogenic and climatic factors influence soil’s physical, chemical, and biological properties, setting the stage for agriculture’s sustainability. Soil is a primary carbon sink crucial for reducing greenhouse gas emissions, making soil health essential for mitigating climate change. Healthy soil enhances climate resilience by maintaining or increasing carbon content and lowering emissions. The overuse of fertilisers pollutes the environment and inadequate application damages soil fertility and microbial activity. The conversion of forests and pastures to agricultural land has resulted in significant carbon losses from the soil. Additionally, soil sealing, air pollution, and industrial contamination all contribute to climate change. Harmful practices such as heavy tillage, land neglect, monoculture cultivation, and excessive chemical use, driven by the pressure to meet growing food demand, have led to soil compaction, degradation, pollution, and nutrient imbalances. Current mismanaged crop and soil techniques deteriorate soil quality; however, by increasing carbon storage in mineral soils and removing emissions from organic soils, sustainable management can contribute to climate neutrality. Climate change can be exacerbated by the release of carbon dioxide into the atmosphere from unsustainable farming practices and poorly managed soils. The purpose of this study is to investigate the detrimental impacts of anthropogenic (Anthropocene) effects on the environment and soil health from a comprehensive perspective and to formulate potential recommendations. The European Union’s Green Deal, Bioeconomy, and Farm to Fork initiatives aim to sustainably transform agriculture in response to climate challenges. These strategies aim to reduce chemical pesticide use by 50%, fertilizer use by 20%, and nutrient losses by 50% by 2030 to preserve soil fertility. These management practices include efficient fertilizer use to maintain soil health and mitigate climate change effects. Restoring degraded soils and implementing conservation measures can reduce greenhouse gas emissions and increase carbon storage capacity. Sustainable soil and crop management, including crop rotation, minimizing post-harvest ploughing, preserving vegetation cover, boosting organic matter, and using fertilizers sensibly, is urgently needed to minimize greenhouse gas emissions and store atmospheric carbon dioxide in soil.

International journal of agricultural and applied sciences (ijaas)

Unveiling of cannabidiol in the treatment of rare childhood epilepsies: dravet and lennox gastaut syndromes

In childhood, epilepsy is the most common globally widespread neurological problem, usually with serious consequences for this most critical period of development. Dravet and Lennox Gastaut syndromes are two forms of rare and severe treatment resistant epilepsies that occur early in the life. These resistant epilepsies recognised by continuous unrelenting seizures of many types including the occurrence of status epilepticus. In addition, it is associated with the development of behavioural, neurological, cognitive deficits and the sequelae of increased risk of mortality rate. Historically, cannabis was found to possess several medical benefits including its use for epilepsy. In this review, information and data were extracted from 99 references using PubMed and Google Scholar (November, 2021). Data with clinical evidence on cannabidiol regarding its efficacy on Dravet syndrome and Lennox Gastaut syndrome, mechanism of action, safety, pharmacokinetic properties and interactions with anti-epileptic medications were all reviewed and discussed. Highly purified cannabidiol is a cannabis derived compound that is suggested in recent research as an add-on therapy to the existing treatment of both resistant epileptic types; since it is able to reduce the duration, frequency and severity of seizure disorders. It is also characterised with multiple signalling transduction mechanisms, primarily via inhibition of excitatory and potentiation of inhibitory pathways.

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

Breaking the gender bias in msme sector:a step towards social inclusion of women entrepreneurs in tripura

Gender financing is a typical issue now a days , women face so many challanges in obtaining financial support from bank . Practical social order,low confidence of Bankers on women ,bankers neglecting attitude in some cases discourage the women to come up with entrepreneurial idea or venture creation and thus women are legging behind men in business field .To integrate women in the mainstream development process ,the equality as well as equity is important to restrict gender discrimination .

Md. Abdur Rahman Choudhury Md. abdur rahman choudhury

Macrotyloma uniflorum (lam.) verdc., phaseolus lunatus linn., and phaseolus vulgaris linn. seeds: nature’s potential candidates against urolithiasis by virtue of multidimensional pharmacology

Urolithiasis arises from disturbances in the urinary tract's physicochemical balance and hydrodynamic system. Medicinal plants have been known for millennia and are highly esteemed worldwide as a rich source of therapeutic agents for the prevention of various ailments. A comprehensive literature search of antiurolithiatic plants reported worldwide revealed the family Fabaceae with the highest number of cited species. The members, Macrotyloma uniflorum (Lam.) Verdc., Phaseolus lunatus Linn. and Phaseolus vulgaris Linn. have been selected and hidden versatile weapons of their seeds against urolithiasis such as analgesic, antioxidants, astringent, diuretic, emollient, high soluble oxalate contents, insoluble fibers, magnesium, potassium, phytic acid, pyridoxine (vitamin B6), have been discussed on a scientific basis to rationalize the folkloric use.

Dr. Salman Ahmed Dr. salman ahmed

Kemampuan afektif calon guru sekolah dasar pada pembelajaran online di program studi pgsd universitas muhammadiyah pringsewu lampung

Learning is a conscious effort made by individuals to acquire various kinds of abilities (competencies), skills (skills), and attitudes (attitudes) through a series of learning processes that will ultimately result in behavioral changes in the individual. The learning process in schools tends to emphasize the achievement of changes in cognitive (intellectual) aspects which are carried out through various forms of approaches, strategies, and certain learning models. Learning systems that specifically develop affective abilities have received less attention, affective abilities are only used as a nurturing effect. This study aims to (1) find out whether online learning is able to bring out the affective abilities of prospective study program teachers (2) analyze the affective abilities of prospective teachers in online learning. The data used in this study is qualitative data. The technique used is a questionnaire. This questionnaire was given to respondents, namely students of PGSD teacher candidates at Muhammadiyah University of Pringsewu. The results of the study indicate that affective abilities can appear in online learning as evidenced by the results of the questionnaire that has been given to respondents. The indicators of affective ability in this study include attitudes, interests, self-concept, values, and morals, all of which are in the good range. This means that the results of students' affective abilities can be said to be valid or appear in online learning

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

An analytical overview of covid 2019- a scientific discussion, international journal of creative research thoughts

Corona virus pandemic has swept a major section of the world population. In terms of infectivity it�s higher than any pandemic in the recent past. Corona virus, a member of the family Coronaviridae, spread from bat to human through an intermediate host pangolin. It has lower mortality rate than the previous pandemics in last 100 years such as Spanish Flu(1918-20),Asian Flu (1957-58), SARS Corona virus (SARS-Cov) (2003), H1N1 Swine Flu Pandemic(2009-10), Middle East Respiratory Syndrome (MERS) (2012), West African Ebola (2014-16) etc. Research shows Covid spike attaches ACE2 receptor; it leads to a release of cytokine into the blood capillaries near the alveoli and may ultimately turn into pneumonia. The alveoli get collapsed leading ARDF. The pulmonary inflammation proceeds to systemic inflammation that causes multiple organ failure. Drug like Chloroquine, Lopinavir/ritonavir, and Remdesivir may halt the spread of the virus in the body. Antipyretic is prescribed to reduce the temperature. This article comprises of detail mechanism of the dreadful disease along with its diagnosis and proposed treatment. This exploratory study mainly designed to generate awareness and provide information to the individuals who want to know the A to Z of Covid in nutshell. This article may create a pathway to number of upcoming scientific researches and may attract them to work on this field to enhance the probability of inventing appropriate vaccine and medicine to fight against this contagious disease and to win the battle against this Global Pandemic.

Dipa mitra

Frequency of statin-induced liver injury: a secondary analysis of previous hospital-based study

Background: Although statins are considered safe, they do have side effects with a wide range of hepatic adverse effects. The present study aims to estimate the frequency of liver injury in patients treated with various statins and to describe their clinical characteristics and outcomes. Materials and Methods: We carried out a secondary post hoc analysis of collected data from our previous study entitled “Frequency of Rhabdomyolysis in Patients Treated with Statins in Hamad General Hospital, Qatar.” Results: We identified 10 cases (1.0%) of statin-induced liver injury during the study period. Their mean age was 62±10.09 years, with 6 (60%) males and 4 (40%) females. Of the 10 patients, six patients received rosuvastatin, two patients received atorvastatin, and other two cases received simvastatin. The mean duration between the initiation of statin and the development of liver injury (latency period) was 20.40±6.91 months. Five of our patients were asymptomatic, and liver injury was discovered incidentally during routine testing of the patients during routine follow-up, while four patients developed painless jaundice and one developed muscle pain attributed to rhabdomyolysis. Statins were stopped in all patients. Nine of them were managed on an outpatient basis, while one patient with rhabdomyolysis was admitted. In all patients, other statins were reintroduced after a mean time of 7.4±3 months without recurrence of liver injury. No mortality has been reported. Conclusion: Our study demonstrated that statin-induced liver injury is a rare clinical entity that occurs regardless of the dose and type of statin, with rosuvastatin being the most causative drug. Statin-induced liver injury was asymptomatic and was discovered incidentally in 50% of our cases during routine testing, underscoring the importance of routine follow-up of liver function tests in asymptomatic patients.

Karishma Karishma

Relationship between culture and gender inequality in india

This paper throws light on the role played by culture and traditions specifically of Hindu religion in legitimising the subordinate position of women in Indian society. Along with presenting a brief account on the status of women from ancient times to contemporary situation, the sex-gender binary has also been explored. How a child after his birth socialised to behave in a certain way on the basis of his/her sex has been noted. This process of socialisation is based on the age old customs and traditions which are discriminatory in nature. The male child is taught to be strong, dominating and aggressive in nature and henceforth assigned laborious work to do for managing the finances of house. On the other hand, female child is taught to be sensitive, loving and caring and therefore assigned to manage household work, child nurturing and motherhood related responsibilities.

Swati sharma

Phytochemical evaluation and in-vitro thrombolytic activity ofsalvia hispanica

The present study was designed to investigate the in-vitro thrombolytic activity of various extracts of seeds of Salvia hispanica by Clot lysis method. In this study, Streptokinase was used as a positive control and the human blood was taken as test sample. The mean % of clot lysis for streptokinase was found to be 66.8%. Similarly the methanolic, ethanolic, aqueous and acetonic extracts of salvia hispanica exerted 48.5%, 35.8%, 33.3%, 27.7% lysis of the blood clot in thrombolytic activity test respectively. From our findings it was observed that all the extracts of Salvia hispanica revealed remarkable thrombolytic activity

Zeenath Banu Zeenath banu

Sales management - enhance the effective selling of items to clients

In this summary, the ideas used by the sales management to enhance the effective Selling of items to clients are addressed in detail. Overall, the report focuses on sales management, describing how the Marks and Spencer organisation's sales can be enhanced through the adoption of appropriate strategies and approaches that would aid in improving sales in the face of increasing market competition. The company modifies ongoing sales management techniques as well as sales organisation factors in an order to promote and retain competitiveness, highlight the significance of the sales organisation, and the necessity of such modifications appears to be stronger in the contemporary business environment.

Zamzam Abdelazim Zamzam abdelazim

A comparative study of garlic antibacterial activity

This comparative study was conducted between local (Libyan) and imported (Chinese) garlic to evaluate their antibacterial activity against some isolated gram-positive and gram-negative bacteria. The study was carried out by using the agar well diffusion method at different aqueous extract concentrations (25%, 50%, 75% and 100%). The results showed that distinct antibacterial effects on both types of garlic with some differences between local and imported garlic. However, the zone of inhibition was more against Staphylococcus aureus, Klebsiella pneumonia and Escherichia coli, respectively. Furthermore, the antibacterial activity increased with the increase of concentration. So, this study recommends that garlic should be used against bacterial infection and more studies may be done against other bacterial species, especially multidrug-resistance strains.

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

Small business management and financial literacy for young entrepreneurs

Youth entrepreneurship contributes to the social, cultural, and economic development of society, especially in many developing countries. The idea of encouraging young people to start businesses for a variety of reasons is now widely encouraged. However, there are many challenges and doubts faced in starting a business particularly after the Covid-19 is over. Therefore, the community service was carried out by lecturers at Business School, Universitas Pelita Harapan Medan Campus, providing the onsite seminar and training to 70 high school students at Santo Nicholas School in February 2023. The purpose of the community service was to encourage the students to plan their business projects by presenting data and information on the latest trends and issues in entrepreneurship and finance, as well as conducting one-to-one sessions with the students. Most of the students were enthusiastic throughout the activities resulting in several business plans and proposals being created at the end of the community service. It is implied that young people are indeed motivated to begin their entrepreneurship journey and school is the right place for them to acquire the necessary knowledge and skills. Teachers and parents are suggested to continue to assist the students by providing the commitment and funding required to begin and sustain the business.

L L

‹ First  < 9 10 11 12 13 >  Last ›