Volume 12 | Issue 4

 Abstract

In the era of digital communication, social media platforms like Twitter have become integral to our daily lives, generating vast amounts of data that offer invaluable insights into human behavior and trends. Among these insights, the geographical location of users is a critical piece of information with wide- ranging applications from targeted advertising to emergency response coordination. This paper presents Twi- Loc, a state-of-the-art system for predicting the geolocation of Twitter users based on their tweets, utilizing advanced machine learning techniques. Twi-Loc sets a new benchmark in the field of geolocation prediction, demonstrating the powerful synergy of machine learning and social media analytics. This system has far-reaching implications for various domains, including disaster management, public health monitoring, and urban planning.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Twitter; Geolocation; Machine Learning; Deep Learning; Natural Language Processing; Data Analytics; Social Media Intelligence.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The anti-trust strategy of the US has gone through an incredible change throughout the long term. It started with meaning of Markets in exceptionally slender terms uniquely as far as sub markets in the consolidation instances of the 1960s and the 1970s. Their current approach is more developed and is presently based on monetary conditions as is the meaning of important market. The objective of their enemy of trust regulation is market effectiveness to dispose of private game plans among firms that limits out puts and increment price. Market Share is a substitute for verification of market power.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

bid rigging, USA, India, anti-competitive activity, cartels

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Pakshaghat is made up of two words Paksha (half part of body) and Aghat (loss of function). Ayurved literature is full of textual references where Pakshaghat is described extensively. It is considered as Vata Dosha predominant Vyadhi. Patient usually presents with loss of function of a half of body or weakness of one half. Face may or may not be involved. Prognosis depends on many factors including Vaya, Bala, Dosha involvement etc. In modern science all the motor activities are controlled by brain. Cerebrovascular accidents are mainly responsible for loss of function in body and due to maximal similarity they can be correlated with Pakshaghat. In modern science there is usually treatment of symptoms but when it comes to Ayurveda there is treatment of root cause along with symptoms. In Ayurveda, treatment of diseases is divided in to two parts Samshodhana and Samshamana. Panchkarma is Shodhana Pradhana therapy, which includes five major procedures for Shodhana of body. Along with it there are many allied processes which help in symptomatic relief by directly acting on the part being affected. Pakshaghat is best treated with Mridu Samshodhana and Vata Shamaak Snehana Chikitsa. In the present case patient presented with right side Pakshaghat and treated with Panchakarma therapy, which included Nasya, Vasti and Akshitarpana. Initially Nasya and Akshitarpana given for 15 days. Patient was called for second sitting after 16 days and given in Kala Vasti Karma. After treatment patient was 100% cured.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Pakshaghat, Vata vyadhi, Ayurveda, Panchakarma, Hemiplegia

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In order to effectively empower educators to overcome the challenges of 21st-century education, it is essential to provide them with ongoing professional development opportunities that address the ever-evolving needs of students and the demands of a rapidly changing world. This includes training in utilizing technology in the classroom, implementing innovative teaching strategies, and fostering a growth mindset among both teachers and students. By encouraging collaboration and creating a supportive community of practice, educators can share best practices, learn from each other's experiences, and work together to develop creative solutions to common challenges. Additionally, providing access to resources such as mentorship programs, instructional coaches, and professional learning communities can further support educators in their journey towards improving student outcomes and preparing future generations for success in an increasingly complex global society. Through comprehensive and targeted support systems, educators can build resilience, confidence, and expertise needed to navigate the complexities of modern education with agility and effectiveness.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

EMPOWERING EDUCATORS TO OVERCOME CHALLENGES OF 21st CENTURY EDUCATION

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract. Over the course of several millennia, the amazing scientific achievements made by ancient Indians are reviewed in this research paper. Indian culture made significant advancements in a variety of scientific domains, such as astronomy, medicine, metallurgy, and mathematics. The paper focuses on the major contributions made by ancient Indian scientists, their work's profound impact and the great intellectual legacy they left behind for future generations. The great scientific legacy of our country includes a wealth of information from antiquity that has had a significant impact on global history. Ancient scientists achieved innovative discoveries and amazing hypotheses in fields ranging from metallurgy and medicine to astronomy and mathematics. Their knowledge and perceptions have inspired and changed our understanding

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Ancient India, Scientific contributions, Mathematics, Astronomy, Medicine, Metallurgy.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The objective of the study is to analyse the consumer perception and adoption of digital gold Vs physical gold with special reference to Coimbatore city. The sample of the study is 120. Descriptive research design and convenience sampling method has been used. Questionnaire has been used as a primary data. Simple percentage analysis, chi-square analysis and correlation statistical tools have been applied to reach the findings of the study. It is found that there is significant relationship between the gender of the respondents and influence of social factors. It is suggested that investors should strive to comprehend the potential returns associated with both digital and physical gold. It is concluded that investor decisions are influenced by a multitude of considerations spanning social trends, cultural significance, peer recommendations, media portrayal, economic conditions, and financial knowledge. Peer recommendations and financial knowledge also hold sway over perceptions of both forms of gold.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

physical gold, digital gold, financial.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

As per ISO and ASTM standards, nanoparticles are particles of sizes ranging from 1 to 100nm with one or more dimensions. The nanoparticles are generally classified into the organic, inorganic and carbon based particles in nanometric scale that has improved properties compared to larger sizes of respective materials. The nanoparticles show enhanced properties such as high reactivity, strength, surface area, sensitivity, stability, etc. because of their small size. The nanoparticles are synthesised by various methods for research and commercial uses that are classified into three main types namely physical, chemical and mechanical processes that has seen a vast improvement over time. This paper presents a review on nanoparticles, their types, properties, synthesis methods and its applications in the field of environment.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Types, Classification, Application and synthesis of nanoparticles.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

- Ischemic stroke, a leading cause of disability and mortality worldwide, demands swift and accurate diagnosis for effective treatment. Magnetic Resonance Imaging (MRI) is pivotal in diagnosing ischemic strokes due to its high-resolution depiction of brain tissue abnormalities. Leveraging the capabilities of Convolutional Neural Networks (CNNs), this study proposes a novel approach for ischemic stroke identification in MRI brain images. The proposed method involves pre-processing MRI scans to enhance image quality and extract relevant features. Subsequently, a CNN classifier is trained on a dataset comprising a diverse range of ischemic stroke patterns. The CNN model learns to distinguish between normal brain tissue and regions affected by ischemic strokes by capturing subtle image features indicative of stroke pathology. Experimental evaluation demonstrates the effectiveness of the proposed CNN-based approach in accurately identifying ischemic strokes from MRI brain images. The model achieves high accuracy, sensitivity, and specificity in stroke detection, surpassing existing methods. Moreover, the proposed method exhibits robustness across different MRI scanners and imaging protocols, highlighting its potential for clinical deployment. This research contributes to the advancement of automated ischemic stroke detection, facilitating prompt diagnosis and timely intervention. The proposed CNN-based approach holds promise for enhancing stroke management strategies, leading to improved patient outcomes and reduced healthcare burden. Further refinement and validation of the model in real-world clinical settings are warranted to realize its full potential in routine ischemic stroke diagnosis

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Ischemic stroke, MRI (Magnetic Resonance Imaging), CNN (Convolutional Neural Network), Ischemic brain lesion, Stroke diagnosis, Medical image analysis, Neuroimaging, Deep learning

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Autoclaved aerated concrete (AAC) blocks are widely used everywhere in present-day building construction. They are known for their lightweight nature and excellent thermal insulation properties. It's made of quartz sand, calcined gypsum, lime, Portland cement, water, and aluminum powder. They are also available in different sizes for various applications and can be easily shaped or cut to fit specific requirements. During the construction of the wall, many times, a part of the AAC block (called the bat) remains behind, and this bat will not be used in further work if it is not suitable or does not fit at that place. Instead, it will be discarded, and it is waste material. Also, during transportation as well as in the handling process, AAC blocks are getting wasted. They are not being utilized efficiently, resulting in unnecessary waste. The waste AAC blocks may not be suitable for land filling purposes due to their relatively low load-bearing capacity. It also has a significant negative impact on the environment due to its high energy consumption during the manufacturing process and waste generation. Therefore, it is important to find ways to the utilization of waste AAC blocks. In this present research work, we discuss the potential methods and strategies for maximizing the use of waste AAC blocks and promoting recycling or repurposing of unused materials. Specifically, we explore various techniques for reusing waste AAC blocks in construction projects and investigate the feasibility of incorporating them into new building construction material. A study was conducted on AAC block waste as sand replacement material in mortar mix with replacement percentages of 25%, 50%, and 100%. The compressive strength test was conducted in this study on the specimens.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

AAC Block, fine aggregate, mortor, compressive strength.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Meet Meat is a cutting-edge mobile application designed to transform the way consumers purchase and experience fresh meat. Leveraging the power of live streaming technology, Meet Meat connects users with local butchers and farms in real-time, offering an immersive shopping experience. Users can browse a wide selection of high-quality meats, interact with suppliers, and witness the butchering process live. This innovative approach not only ensures transparency and traceability but also fosters a deeper connection between consumers and their food sources. Meet Meat aims to revolutionize the meat delivery industry by providing convenience, authenticity, and a renewed appreciation for the journey from farm to table

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Meat delivery application

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Applicant Tracking System has become a popular toolin recent times for recruitment and talent acquisition process among organizations.It's "Easy apply option "and automated resume summarization are the most important features that allowcandidates to just upload the resume without additional information's unless required and provides the recruiters with brief report. However, its conventional rule-based method may lead to false positive or false negative predictions which compromises the quality of automated resume screening process.Beginning with the traditional approach of manual resume screening process, in this research studywe propose a generalized deeplearning-based information extraction model to locate & classify entities across digital resumes. Finally, a recommendation model has been built and deployed using Flask application thereby aiming to provide an end-to-end solution for automatic hiring process.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

InformationRetrieval,IR,resumeparsing,Regex, NER,Spacy,ConditionalRandomField,CRF,Bi-LSTMandensemblemodel.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The Eye Gaze Communication System represents a groundbreaking endeavor aimed at empowering individuals with disabilities through innovative technology. This project seeks to develop a sophisticated computer interface that allows users to interact with computers using only their eye movements. By harnessing the human gaze, users can execute commands and navigate computer functions with remarkable precision and efficiency, eliminating the need for traditional input devices such as keyboards or mice. Through the implementation of advanced eye tracking technology and intuitive user interfaces, this system promises to revolutionize communication and accessibility for individuals with complex physical disabilities who may face challenges in using conventional methods. The potential applications of this technology are vast, ranging from enabling individuals to control smart home devices, access educational resources, and engage in social interactions, to facilitating communication with caregivers and healthcare professionals. With roots tracing back to the pioneering work of Yarbus in the 1960s, the Eye Gaze Communication System represents a significant leap forward in assistive technology, offering unprecedented levels of independence, empowerment, and inclusion for individuals with disabilities.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Eye gaze, Assistive technology, Augmentative and alternative communication (AAC), User-centered design, Human-computer interaction, Eye tracking

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Gender Budgeting has become an essential tool for mainstreaming women in development. This research paper tries to explore how the process of women empowerment can be made possible through gender budgeting. This study examines different government policies and programme in India with special reference to Assam state government's initiatives on gender budgeting. This paper analyses the effect of gender budgeting on achieving gender equality in society.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Gender Budgeting, Gender Equality, Women Empowerment.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Amavata is a sickness that develops when the Vata Dosha connected with Ama becomes aggravated. Aggravated Vata circulates Ama throughout the body via Dhamanies, seeks refuge in the Shleshma Sthana (Amashya, Sandhi and so on)and manifests as Angmarda, Aalasya, Gaurav, Jwara, and other symptoms in tiny and large joints, deforming the person. In modern parlance, it simulates rheumatoid arthritis. Pain and swelling in various joints, as well as morning stiffness lasting more than 60 minutes, were reported by a 65-year-old female patient. Medicines like Simhanada Guggulu and Rasnasaptak Kashayam,Arand sneha as well as Panchakarma with Panchatikta Ghrit and Arand Dashmooladi Kashay Basti kriya in vyatyasat manner, were prescribed as part of whole integrative intervention. The Rheumatoid Factor qualitative and CRP qualitative was too much raised before treatment and found to get reduced after treatment.Also symptoms get reduced.Simhnada Guggulu,Rasnasaptak Kashayam,Amapachak vati as well as Panchakarma and pathya, physiotherapy with modern DMARDs showed remarkable relief in symptoms and serological markers such as RA factor qualitative, CRP qualitative, Anti-CCP and ESR.So in management of Amavata holistic approach with Ayurveda and modern should be considered to improve patients quality of life.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Simhanad Guggulu, Rasnasaptak Kashaym, Ampachak, Arand Sneha, Panchatikta Ghrit, DMARDs, Rheumatoid Arthritis, Amavata, Case report

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In present scenario, people are buried up in a heavy work culture, as everyone is engaged with busy schedules, and hectic tasks which make them deviate from family life. If any issues encounter unexpectedly, it distracts them and makes them choose over the work they have to accomplish primarily. It is important to manage both professional and family life. In such circumstances, every one of us would have fantasized about a kind of house which doesn't have any leaks in pipes, if it doesn't have any mess in fixing a furniture and a kind of house which never face any maintenance issues and every one of us have thought that a life would be much better if no point of issue arises in getting a service at your door step and if there is no mess in bargaining a labour for home service. This Project proposes to implement a mobile application for consumers to avail of domestic maintenance services personnel such as plumbers and electricians. This application enables consumers to view the profile of the necessary domestic service providers to track and make an online payment after the service. This application also provides portal for the technicians to upload their profile to be utilised by the consumers online. In a world where skilled domestic service providers and clients seeking their services often struggle to find each other efficiently, Mobile Application for Domestic Services emerges as an application designed to bridge this gap. Mobile Application for Domestic Services revolutionizes the traditional approach to hiring domestic service providers, providing a seamless and user-friendly platform for both technicians and customers.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

This application enables consumers to view the profile of the necessary domestic service providers to track and make an online payment after the service. This application also provides portal for the technicians to upload their profile to be utilised by the consumers online. In a world where skilled domestic service providers and clients seeking their services often struggle to find each other efficiently, Mobile Application for Domestic Services emerges as an application designed to bridge this

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This study investigates sales promotion activities and marketing strategies within the retail chain of hypermarkets. Hypermarkets, as large-scale retail stores offering a diverse range of products, play a significant role in the retail industry. The primary objective of this study is to understand how sales promotions and marketing strategies are utilized within hypermarkets to attract customers, drive sales, and enhance competitiveness. Employing a mixed-methods approach involving literature review, surveys, and interviews, the study examines common sales promotion techniques such as discounts, coupons, and loyalty programs, as well as broader marketing strategies including pricing, product assortment, advertising, and customer service. By analyzing findings and discussing implications, this study aims to provide insights for hypermarket managers to optimize their sales promotion activities and marketing strategies, thereby improving customer satisfaction and business performance within the retail chain of hypermarkets.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Sales promotion activities, Marketing strategies, Retail chain, Hypermarkets, Diverse range of products, Retail industry, Attracting customers, Driving sales, Enhancing competitiveness, Mixed-methods approach, Literature review, Surveys, Interviews, Discounts, Coupons, Loyalty programs, Pricing, Product assortment, Advertising, Customer service, Analyzing findings, Implications, Insights, Hypermarket managers, Optimizing strategies, Customer satisfaction and Business performance

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This project aims to design and develop a dynamic and user-friendly website for SUPRA EXIM. The website will serve as a digital storefront, providing an online platform for SUPRA EXIM to showcase their extensive range of packing products and reach a broader customer base. By creating a well-designed and functional website, SUPRA EXIM aims to expand its online presence, attract a wider customer base, and provide a convenient shopping experience for its customers.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Packing products, expand, develop, online platform.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Intelligent disciplined learning environment is paramount to students' academic success and personal development. The emergence of the Internet of Things (IoT) technology offers unprecedented opportunities to enhance discipline monitoring within schools. Our introduces the concept of an "Intelligent Discipline Monitoring Robot"that leverages IoT capabilities to revolutionize discipline management in educational settings. The primary objective of our is to develop a robotic system that utilizes advanced technologies, including robotics, computer vision, and artificial intelligence, to enhance discipline monitoring within schools. The Intelligent Discipline Monitoring Robot aims to complement the efforts of educators and staff by providing an efficient and objective means of observing and addressing discipline-related incidents. The "Intelligent Discipline Monitoring Robot" represents a step toward harnessing technology to support positive learning environments. By deploying robotic assistance in discipline monitoring, we aim to create a safer and more conducive space for students' personal growth and academic success.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Internet of Things

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The medicinal plants used in traditional medicine still plays an important role in emerging and developing countries since they are inexpensive, effective and have natural origin. Acacia arabica commonly known as babul belongs to the family Fabaceae is widely distributed throughout the tropical and subtropical plains all over India, Sri Lanka, and Sudan, this plant is native to Egypt. Almost all its parts such as root, bark, leaves, flower, gum, pods etc are used in medication. on Medicinal plants are frequently used for the treatment of various infectious diseases.The objective of this study was to evaluate the antibacterial activity and mode of action of Acacia nilotica and the antibiogram patterns of foodborne and clinical strains of Escherichia coli and Salmonella. The mechanism of action of acacia extracts against E. coli and Salmonella was elucidated by observing morphological damages including cell integrity and cell membrane permeability, as well as changes in cell structures and growth patterns in kill-time experiments.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Acacia nilotica Linn., Antibacterial And Antifungal, Antioxidant, Chemopreventive And Cytotoxic , Anti-inflammatory, Antifertility , Antidiabetic Activity.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Rare-earth activated phosphors are capable of producing luminescent materials which are developed to overcoming the drawback of traditional based phosphors. Most changes happened in efficiencies of lighting for colors in the novel area research. This article presents a concise overview of the synthesis methods employed for the preparation of rare earth-activated phosphate phosphors and highlights the key factors influencing their luminescence properties. Understanding these synthesis techniques is crucial for tailoring the properties of these phosphors to meet specific application requirements and optimizing their performance.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Phosphate Phosphors, Rare-earth and Luminescence

  License

Creative Commons Attribution 4.0 and The Open Definition