Volume 9 | Issue 6

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Augmented Reality, virtual object, education sector, learning approach

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Creative Commons Attribution 4.0 and The Open Definition

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In today's world, Online Social Media is king in a number of forms the number of people who use the service is growing every day. The use of social media is skyrocketing. The primary benefit is that we can easily communicate with people via online social media and communicate with them in a more effective manner. This opened up a new avenue of a possible attack, such as a forged identity, false information and so on. According to a recent study, the number of accounts in the number of people who use social media is much higher than the number of people who use it. These fake accounts are difficult to detect for online social media providers. Since social media is flooded with false information, ads, and other types of content, it is essential to recognize these fake accounts. From an online social media dataset, we offer a method for detecting fraudulent accounts. We employed boosting methods to improve the accuracy of the standard technique, rather than employing typical machine learning classifiers. By boosting weak learners, this method has resulted in a large improvement in accuracy. In this paper we will use accuracy comparison of Xgboost Classifier, and Gradient boosting Classifier. Xgboost performed brilliantly when compared with the previous work.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

machine learning, fake account detection, gradient boosting, extreme gradient boosting, Accuracy.

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Creative Commons Attribution 4.0 and The Open Definition

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The literature on the Internet and library and information services has emerged since 1990 and is rich in both variety and quantity. Yet little effort has been made to organize this literature. This work reviews and analyzes the literature and provides a comprehensive annotated bibliography containing 446 items on the Internet and library and information services. The selected items are classified into various topical categories. The author observes that the literature is descriptive and argues that more analytical research needs to be done in the future. It also emphasizes the challenging role of librarians and information professionals in the present internet era. Today the internet has revolutionized the traditional library activities viz document acquisition, technical processing, reference service, resource sharing, document delivery, etc. The paper also emphasizes the crucial role of librarians and information professionals in designing and maintaining libraries' web page website leading to increase in library efficiency.

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Creative Commons Attribution 4.0 and The Open Definition

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Internet, professional, traditional

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Parkinsonism, addiction, impulse control disorder, tremor, delusion

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Creative Commons Attribution 4.0 and The Open Definition

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There is a tremendous growth and popularity of YouTube. It has the potential to touch billions of lives globally as the no. of YouTube users is growing day by day.Almost billions of videos are watched on YouTube every single day, generating a mammoth amount of data daily. Since YouTube data is generally in unstructured form, there is an increased demand to store, process and analyze such real time Big Data.These analysis will help in discovering how competitors are performing on YouTube. One can easily identify what content works best on YouTube. The primary purpose of this project is to find how real YouTube time data can be analyzed to get the latest analysis and trends.

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Creative Commons Attribution 4.0 and The Open Definition

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YouTube,Big Data,Trends,Data Analysis,Polarity

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Creative Commons Attribution 4.0 and The Open Definition

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The grape is a type of fruit that grows in the form of cluster or bunch with delicious, refreshing and nourishing value in health. It has their own taste due precious nutrients present in it. It has low calorific value as it is helpful to maintain body health. In India, the grapes are produce and commonly consumed as table fruit while in European countries 99% grapes production is used for preparation of wines. Grapes are important fruit with high amount of sugar source hence used in variousbyproducts like raisins, fresh juice, wine and Jams etc. Grapes has good source of minerals like Calcium, Phosphorous and Iron and vitamins. The grape juice is mild laxative and antioxidant in nature. The present work was carried out at Pimpalgaon (B) farm of Nashik district of Maharashtra (India) for to study combining effect of vermicompost and vermiwash on the productivity of different varieties of grapes. During experiment the soil quality maintaining by adding vermicompost @2000kg/hector and vermiwash (1:10v/v in water) in a respective proportion simultaneously for improving soil quality. The grape white variety Thompson and black variety Sharad yield was considered for the experiment. The vermicompost and vermiwash not only increased soil posture but also the yield of grapes in reference with size, brix value (total content in the juice) and also reduces acidity of grape juice.

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Vermiwash, Vermicompost, Brix, Grapes, Pruning

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Creative Commons Attribution 4.0 and The Open Definition

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Sambalpur is the hub of Western Odisha. It has unique cultural heritage. West Odisha was inside the jurisdiction of Central Provinces in 1862 A.D. It was known as' Odia Country' in government records, Odia was the official language for certain administrative inconveniences like problem faced by Hindi officials in non-Hindi areas. In the other hand the Odias, who form a linguistic minority lost their identity in these provinces and their welfare got neglected. There was a tendency of powerful linguistic and cultural organisation of the Bengalil, Telugu and Hindi-speaking people to dominate over the Odia minorities and their culture. Odia language faced and uphill task in its struggle for survival. The Odia Movement in the 19th century precisely aimed as safeguarding the Odia language and culture. The active leaders of Sambalpur like Balabhadra Supakar,BrajaMohan Pattanaik, Mahanta Bihari Das, Madanmohan Mishra and Sripati Mishra urged for a separate political identity of their own. There were popular agitation in Sambalpur, demanding proper justice from the Government. The cause of he Odia language and Odia culture was espoused by local newspaper particularly " Sambalpur Hitaisini". In creating a strong awaking for political identity of the scattered Odia race, credit should be given to Sir Basudev Sudhal Dev, Bhima Bhoi, Gangadhar Meher. Lastly, it was announced that the new Odisha province would came into being on 1st April 1936 with Sir John Austin Hubback as the first Governor.

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Creative Commons Attribution 4.0 and The Open Definition

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Romantic, Sambhal, Gangahar Meher,Bhima Bhoi, Sir Basudev Sudhal Dev, Sambalpur Hitaisini

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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FLASK,KNN ALGORITHM,CONTENT BASED FILTERING

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Drought has been consistently affecting many parts of India. Maharashtra is one of the states amongst it. Specifically, the Marathwada region has been witnessing severe droughts from the last ten years and is getting worse year after year. To tackle this situation, we need efficient water resource allocation, planning and management. Overcoming the water-related issues would be easy if we have a good understanding of the existing groundwater availability. We present a participatory approach to report water availability and depth levels of wells and borewells. Having a record of this data will not only allow us to monitor but also have a better understanding, planning and control over groundwater extraction and its use. We propose an open source- based spatial data infrastructure, which will then be used to calculate the demand and supply of the water. We will also be doing a simulation of various effects of the policies on water availability. Time series analysis will help us to do the future prediction of water availability.

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Creative Commons Attribution 4.0 and The Open Definition

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Machine learning, algorithm, database, Linear Regression, Spatial Data, Open Source, Android App, Web design.

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Creative Commons Attribution 4.0 and The Open Definition

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NLP (Natural Language Processing) is an innovation that empowers PCs to comprehend human dialects. The profound level syntactic and semantic examination normally utilizes words as the fundamental unit, also, word division is normally the essential errand of NLP. This paper presents the Analysis of plain text using NLP method and applies the ideas of deep learning, this paper expects to develop such a framework utilizing NLP by giving organized normal conversation questions, keywords, parameters, or any sentence as information, and after the identification of these inputs getting chat ID, chat Type, stored in the database so any user who needs can access it from the database. The steps involved in this process or technique are tokenization, lemmatization, part of speech labeling, parsing, and identification of input. The paper would give a general perspective on the utilization of Natural Language Processing (NLP) and the utilization of standard articulations.

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Creative Commons Attribution 4.0 and The Open Definition

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Natural Language Processing (NLP), Query Language, Tokenization, Normalization, Lemmatization, Semantic Analysis, POS labeling, Parsing, planning, Regular Expression.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Natural Language Processing, Facebook, Kaggle

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Medaram Jatra, Sammakka, Koya, Carnival, Narrative, Myth, Great Tradition

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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IOT, sensors, internet ,Arduino

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Gross motor, Fine Motor, Preschool Children

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Artificial Intelligence, Roll Dice, JavaScript

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Creative Commons Attribution 4.0 and The Open Definition

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Vocal for local is an e-commerce website which is developed using the concepts of artificial intelligence and machine learning, the prime focus of this project is to allow small business which might or might not exist on the internet to promote their product and services in their local areas, the idea of this project was enlightened during the phase of covid-19 when the lockdown was announced and a lot of business was suffering to survive. This website contains all the features that could make it user-friendly and easy to operate, in this project concept of collaborative filtering has been included using the k-nearest neighbor algorithm for recommending products to the user, it also contains a trending product section in which products are sorted based on ratings and reviews they got, for filtering the reviews on products we have implemented a fake review system using naive bayes algorithm that could filter the abusive comments and reviews and help keep the website safe from content like that, to ensure customer support a Chabot has been integrated that will assist users regarding queries they might have Chabot is developed using AI Ml moreover, geolocations of users and business owners are taken for the recommendation of products nearby them, to access the products user can search not only by typing but also could search using voice commands, for keeping records of products, users, business owners MySQL database has been used. By implementing all the above modules this website serves the purposes of being a digital platform where one can promote their business ideas in their locality and supports the campaign made in India

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Unorganized Sector & Society(USS), second wave, COVID-19,tsunami, unorganised labour, pandemic, Mutant Variants

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Creative Commons Attribution 4.0 and The Open Definition

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According to the Indian Ministry of Education statistics, document verification is a complex domain that involves various challenging and tedious processes to authenticate. Due to the lack of an effective anti-forge mechanism, events that cause the graduation certificate to be forged often get noticed. In order to solve the problem of counterfeiting certificates, the digital certificate system based on blockchain technology would be proposed. For students, educational certificates are the most important documents issued by their universities. However, as the issuing process is not that transparent and verifiable, fake certificates can be easily created. A skillful generated fake certificate is always hard to detect and can be treated as the original. With the increase of forged documents, the credibility of both the document holder and the issuing authority is jeopardized. In order to solve the problem of counterfeiting certificates, . the digital certificate system based on blockchain technology would be proposed. By the modifiable property of blockchain, the digital certificate with anti-counterfeit and verifiability could be made. The procedure of issuing the digital certificate a in this system is as follows. First, generate the electronic file of a paper certificate accompanying other related data into the database, meanwhile, calculate the electronic file for its hash value. Finally, store the hash value into the block in the chain system. In this research, the authors have identified the security themes required for document verification in the blockchain. This research also identifies the gaps and loopholes in the current blockchain-based educational certificate verification. The system will create a related QR-code and inquiry string code to affix to the paper certificate. It will provide the demand unit to verify the authenticity of the paper certificate through mobile phone scanning or website inquiries.

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Creative Commons Attribution 4.0 and The Open Definition

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Blockchain,Certificate genrating ,Smart contract ,Metamask

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Creative Commons Attribution 4.0 and The Open Definition

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Congestion is a serious issue due to vehicular traffic. One of the known cause of traffic congestion is the amount of time spend waiting for the red light to change green. The changing of traffic light is hard coded and it is not reliant on traffic volume. There is therefore need to simulate and optimize traffic control to better accommodate density based traffic rather than time based. This system attempts to lessen possibilities of traffic jams brought about by traffic lights to a reasonable degree. This project, a density based traffic control system is been implemented to solve this problem. The system entails programming an Ardunio using Ardunio access to the road by selecting the lane with the high number of vehicles. The traffic lights are modified to chip away at an auspicious premise until there is a signal identified by the infrared sensors. The sensor identified an object (i.e. a car, a motor cycle etc) and signals the Ardunio to control the traffic lights for its individual path. Once there is o sign identified by any of the four sensors the traffic lights keep on delaying with an auspicious premise. The mean response time of the sensor was found to be 0.39 seconds. Further research is recommended to produce the device on a large scale to be deployed to all roads in the country.

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Augmented Reality, Artificial Intelligence, Unity Engine and Vuforia Engine

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Creative Commons Attribution 4.0 and The Open Definition