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733 articles for “relevant”
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Enhancing User Engagement and Content Relevance: A Novel Approach to Social Media Post Recommendation System
Abstract: The social media post recommendation system is an innovative solution aimed at optimizing content delivery for users in today's digital age. Its primary motive is to tailor online experiences, ensuring users receive posts most relevant to their preferences. Various machine learning algorithms are employed to suggest related posts. This system leverages advanced algorithms and analytics, producing key results that highlight user engagement metrics and content relevance. Preliminary findings of this …
Published in International Journal of Algorithms Design and Analysis Review · Vol. 2, Issue 2, 2024 · pp. 1–7 Read article
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Data-Driven Energy Forecasting for Smart Homes: Ensemble Learning from IoT Meters and Relevance for Polymer-Composite Based Smart Infrastructure
Abstract: Reliable estimation of household electricity demand is relevant in creating efficiency in energy usage, optimization of the loads, and intelligent demand-side management in intelligent grid systems. This paper introduces a varied machine learning model that approaches residential electric consumption prediction using an assortment of ensemble regression boosts, including Linear Regression, Lasso Regression, Decision Tree Regressor, Random Forest, and Gradient Boosting, to predict residential electricity consumption environments on a time-series arrested …
Published in Journal of Polymer & Composites · Vol. 14, Issue 1, 2026 · pp. 29–64 Read article
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Review of Relevant Evapotranspiration Models for Estimating Reference Evapotranspiration
Abstract: The word evapotranspiration (ET) is a very pivotal component of the hydrological cycle, and it has a very crucial but accurate design and operation in terms of management of irrigation systems. Its evaluation by direct measurement using lysimeters, atmometers, energy balance or pan evaporimeter is not usually feasible because it is complex, expensive and time consuming. Therefore, relevant indirect methods such as FAO–56 Penman–Monteith (PM), Priestly Taylor (PT), Blaney–Morin Nigeria …
Published in Emerging Trends in Chemical Engineering · Vol. 9, Issue 1, 2022 · pp. 45–54 Read article
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Inhibition of Bacterial Communication, Relevance to Periodontics: A Review
Abstract: To survive in hostile environment, bacteria communicate and coordinate their behavior. This cell-to-cell communication and coordination in bacteria or quorum sensing (QS), regulates bacterial growth, metabolism, biofilm formation, virulence factor secretion and various other essential functions in bacterial colonies. Many diseases of human beings, including gingival and periodontal diseases are mediated and regulated by this inter species communication. This high level of interspecies interaction is integral to the development and …
Published in Research and Reviews: A Journal of Dentistry · Vol. 7, Issue 2, 2016 · pp. 18–23 Read article
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Immunoassay and its Biotechnological Relevance
Abstract: Immunoassays are bioanalytical methods to quantify of the analyte (antigen) depending on its reaction with an antibody. These methods are based on a competitive binding reaction between a fixed amount of labeled analyte and a variable amount of unlabelled sample analyte for a limited amount of binding sites on a highly specific anti-analyte antibody. Applications of immunoassays are diagnosis of diseases, therapeutic drug monitoring, clinical pharmacokinetic and bioequivalence studies in …
Published in Research and Reviews : A Journal of Biotechnology · Vol. 7, Issue 1, 2017 · pp. 17–28 Read article
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Constructive Classrooms Approach Using Technology in Teaching and Learning- Relevance to The Current Pandemic Situation
Abstract: COVID-19 disease is a newfound irresistible infection brought about by an infection named "coronavirus." The lockdown due to COVID-19 has generally influenced the lives of students as they no more get the chance to connect on a one on one premise with their instructors. This move in training from conventional study hall figuring out how PC based learning may be one of the biggest instructive analyses to date. As the …
Published in OmniScience: A Multi-disciplinary Journal · Vol. 10, Issue 2, 2020 · pp. 12–20 Read article
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Development and validation of a method for simulataneous determination of tenovifir disoproxil fumarate emtriculabine and isonized in bulk and pharmaceutical dosage form using RP-HPLC with relevance to toxicological aspects
Abstract: Hence, proposed analytical methods are simple, novel, economical, rapid, sensitive, reproducible and accurate for the Simultaneous estimation of Tenofovir Disoproxil Fumarate, Emtricitabine and Isoniazid in Bulk and Phamaceutical dosage form by using RP- HPLC. This Method gives reliable assay results with short analysis time using mobile phase of Acetonitrile : 0.02M Potassium Dihydrogen Orthophosphate: water (pH 5.3) in the ratio of 60: 25: 15 respectively. Retention time was found to …
Published in Research and Reviews: A Journal of Toxicology · Vol. 14, Issue 1, 2024 · pp. 17–25 Read article
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The Relevance of Green University Concept on Students’ Enrollment Decision for Higher Education: The Role of Circular and Green Polymer Science
Abstract: Students today increasingly evaluate the commitment of higher education institutions to sustainability and environmental stewardship when making enrollment decisions. As prospective students research colleges and universities, they meticulously assess each institution's environmental policies, initiatives, and programs. This focus on sustainability reflects a broader trend of rising environmental awareness among young people, who often prioritize their values in their educational choices. The present study uniquely examines how the concept of a …
Published in Journal of Polymer & Composites · Vol. 12, Issue 7, 2024 · pp. 47–53 Read article
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Plant-Derived Psychotropic Agents Targeting Neurotransmitter Systems: Pharmacognostic Evidence, Mechanisms, and Clinical Relevance
Abstract: Psychiatric health problems are also a large burden on global health and existing psychotropic drugs may be restricted by relative effectiveness, side effects, and inadequate long-term tolerability. Plant- based psychotropic agents have subsequently been the focus of interest in the form of complementary or alternative therapies. This review outlines the pharmacognostic, mechanisms of action and therapeutic importance of plant-based psychotropic agents against central neurotransmitter systems. The traditional medicinal practices give …
Published in International Journal of Brain Sciences · Vol. 3, Issue 1, 2026 · pp. 34–42 Read article
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Assessment of Two Phase Turbulent Mixing Models for Subchannel Analysis Relevant to BWR
Abstract: AbstractDetermination of turbulent mixing rate of two phase flow between neighboring subchannels is an important aspect of subchannel analysis in reactor rod bundles. Various models have been developed for two phase turbulent mixing rate between subchannels. These models show that turbulent mixing rate is strongly dependent on flow regimes; their validity was examined against specific or limited experiments. It is vital to evaluate these models by comparing the predicted two …
Published in Journal of Nuclear Engineering & Technology · Vol. 4, Issue 1, 2014 Read article
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Clinical Relevance of Concept of Avarana
Abstract: AbstractAvarana is one of the unique concepts of Ayurveda which needs to be explored and expanded so as to bring forth the practical solution for some of the intricate diseases of today’s world and to develop the new horizon of Ayurvedic medicine. Unfortunately, with the passage of time, due to lack of proper insight and research, the basic concept of Ayurveda has remained unexplored. A race to modify Ayurveda and …
Published in Journal of AYUSH: Ayurveda, Yoga, Unani, Siddha and Homeopathy · Vol. 2, Issue 3, 2013 · pp. 32–35 Read article
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Concept of Ojas with Relevancy of Physiological Properties
Abstract: In the human body, metabolic activity is performed by Tridosha (functional entity and vitiating substances), Sapta Dhatus (seven tissue levels) and Malas (waste products). In addition to this, Ojas is considered as Dhatu & the essence of all Dhatus, which is present in every compartment of the body. Its quality is homologous to Kapha (lubricating and protective substance). Strength and body protecting phenomenon are governed by certain substances. It lies …
Published in Journal of AYUSH: Ayurveda, Yoga, Unani, Siddha and Homeopathy · Vol. 4, Issue 1, 2015 · pp. 30–38 Read article
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Skin Prick Test and Intradermal Test in Allergic Disorders: Clinical Relevance
Abstract: Allergic diseases are one of the commonest ailments affecting individuals of all age groups globally and their prevalence has been increasing exponentially. Allergy skin testing was started in 1860 by Blackley as a diagnostic tool. Since then, it has been the standard clinical method to demonstrate the presence of allergen-specific IgE antibodies in allergic diseases. There is now consistent evidence that if we decrease sensitization to an allergen, we can …
Published in Research and Reviews : A Journal of Immunology · Vol. 12, Issue 1, 2022 · pp. 23–34 Read article
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Antibacterial Action of Bacillus coagulans Against Diverse Pathogens and its Relevance as Probiotics
Abstract: Probiotics are living organisms that give benefits to the host organism by improving the intestinal microbial balance. Probiotics have various beneficial effects as it maintains a healthy gut, healthy vaginal flora and boost the immune system. There are different strains of lactic acid bacteria that are used as probiotics but Bacillus coagulans is a good bacterium that is used in the form of probiotic supplements. In the present study, B. …
Published in Research and Reviews: A Journal of Microbiology and Virology · Vol. 13, Issue 2, 2023 · pp. 21–25 Read article
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Relevance of Unani Medicine (Greco-Arab Medicine) in Management of Bawāsῑr (Hemorrhoids): An Updated Review
Abstract: Hemorrhoids is a prevalent anorectal disease with substantial compromise in quality of life, and various important factors are implicated in its causation. Increased abdominal pressure, excessive straining and hard stool lead to the venous engorgement of the hemorrhoidal plexus clinically characterized by per rectal bleeding, thrombosis and symptomatic prolapse of haemorrhoidal mass. In Unani System of medicine, the primary cause for the development of hemorrhoidal disease is focal retention of …
Published in Research & Reviews : A Journal of Unani, Siddha and Homeopathy · Vol. 7, Issue 2, 2020 · pp. 20–27 Read article
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The Economic Essence of Ayurveda
Abstract: According to Hindu mythology, Lord Dhanwantari was created with nectar during sea churning means Samudra Manthan. He is regarded as the ruler of medicine. Following that, Ashwani Kumar, Lord Sun's son, was regarded as a medical science conservative. In the reference of different Sanskrit literature and in Ram Charit Manas, Sri Tulsi Das described about formation of human body. He used five essential ingredients to describe the creation of human …
Published in Journal of AYUSH: Ayurveda, Yoga, Unani, Siddha and Homeopathy · Vol. 13, Issue 2, 2024 · pp. 39–47 Read article
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A Hybrid Algorithm for Duplicate Document Detection
Abstract: Identification of duplicate document in a set of documents is a very big issue in information retrieval. In recent years, there are many researches going on and many methods have been proposed to detect and remove the duplicate documents but their relevance is still an issue. This paper proposed a hybrid algorithm based on word position by integrating n-gram searching technique. This experiment also uses inverted index to reduce the …
Published in Journal of Advanced Database Management & Systems · Vol. 2, Issue 2, 2015 · pp. 24–34 Read article
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Usage of Internet by Students, Research Scholars and Faculty Members of Selected State and Private University Libraries of Haryana: A Study
Abstract: This paper aims to investigate the use of Internet by the students, research scholars and faculty members of four state University libraries and two private University libraries of Haryana, namely, Maharshi Dayanand University Rohtak; Kurukshetra University Library, Kurukshetra; Guru Jambheshwar University Library, Hisar; J.C. Bose University of Science and Technology Y.M.C.A. library Faridabad. The private universities include O.P. Jindal Global University Library, Sonepat and Lingaya’s University Library, Faridabad. Objectives of …
Published in Journal of Advancements in Library Sciences · Vol. 7, Issue 3, 2020 · pp. 10–18 Read article
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LLM-based Chatbot for Course-based Question Answering
Abstract: The “LLM-based Chatbot for Course-Based Question Answering” project addresses the pressing need for tailored and efficient learning tools in education. By using a state-of-the-art Large Language Model (LLM) with a diverse dataset, including textbooks, professor slides, and web scraping data, the chatbot offers accurate and contextually enriched responses to students' course-related queries. Using recent advances in language modeling, this work presents a Longformer-based Language Model (LLM) for constructing a smart …
Published in International Journal of Electronics Automation · Vol. 1, Issue 2, 2023 · pp. 30–41 Read article
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ML-Based Predictive Modeling of Mechanical Properties in 3D-Printed Polymer Composites for IoT Applications
Abstract: This study aims to develop an interpretable and high-accuracy machine learning framework for predicting the mechanical properties of 3D-printed fiber-reinforced polymer composites, with a focus on structure–property correlations relevant to polymer processing and functional performance. Composite specimens based on PLA and ABS matrices were fabricated using FDM with varying weight fractions (5–20 wt%) of carbon and glass fibers. Standardized mechanical testing (ASTM D638, D256, D790) was performed to evaluate tensile …
Published in Journal of Polymer & Composites · Vol. 13, Issue 4, 2025 · pp. 61–78 Read article