Volume 9 | Issue 6 |

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

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

 Keywords

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

 Keywords

YouTube,Big Data,Trends,Data Analysis,Polarity

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

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

 Keywords

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

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

FLASK,KNN ALGORITHM,CONTENT BASED FILTERING

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Creative Commons Attribution 4.0 and The Open Definition

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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

 Abstract

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

 Keywords

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