Volume 9 | Issue 6 |

 Abstract

Automatic Text Summarization is a data compression process to exclude unnecessary details and include important information of a source text document in a shorter version. In this paper, we have presented the concept of four different techniques for automatic text summarization. The synthesis of text provides automatically a summary of essential phrases and incorporates all the necessary information from the original content. One of the principal techniques is extractive and abstractive when seen from the summary findings. This report offers a comprehensive and thorough evaluation of the text summary studies published between 2008 and 2019. The findings of chosen studies for identification and analysis are published in 85 journals and conference articles describing study topics/trends, data sets, preprocessing, featural characteristics, procedures, methodologies, assessments and research challenge.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

MMI, PSO, Fuzzy Logic, Neural Networks, Text Summarization

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Mobile ad hoc network (MANET) is an autonomous system, where nodes are connected with each other through wireless links. Mobile ad hoc network topology is dynamic that can change rapidly because the nodes move freely and can organize themselves randomly therefore in a Mobile Ad-hoc Network usually seek the help of other intermediate nodes to establish communication channels. As a result network needs to have routing protocols which can adopt dynamically changing topology. To accomplish this, a number of ad hoc routing protocols have been proposed and implemented, which include ad hoc on-demand distance vector (AODV) routing. In this paper, different routing algorithms are to be discussed and measure the performance in Packet Delivery Fraction, Throughput and Round Trip Time with constant mobility. For the implementation purpose we have used Network Simulator-2 (NS-2).

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Bat Optimization Algorithm (BOA), Mobile Ad hoc network (MANET), Ant Colony Algorithm (ACA), optimized link state routing (OLSR), AODV.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The following article presents the results of research on the impact of machine learning in building a voice- controlled interface. The traditional music player requires human interaction to change the music track, this restricts the visually impaired from using the application. This project aims to develop an Ai-based music player mobile application, using Flutter and Alan API This allows the user to control the music via voice commands, allowing them to search for any song without having to touch the mobile screen. The idea is to minimize the touch interactivity between the user and the mobile. The application is built to run on both Android and iOS platforms.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

machine learning, neural network, speech recognition.

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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

Keywords: Ahar, Ahar vidhi visheshayatanani,Dietetic Code & Conduct

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The following article presents, building an augmented reality-based video player mobile application which allows user to control the video player functions through voice commands. This application will play any video in 3D by scanning and tracking an image called the "Target", where the video will be displayed virtually on the target. This application will use the inbuilt mobile camera to scan and track the target and the access to the mobile microphone to use the voice command functions. This application is developed using the Unity 3D software along with the Vuforia Engine support to develop AR experiences.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Augmented Reality, voice commands, video in 3D, image tracking

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Fly ash and Ground Granulated Burnt Slag (GGBS) are chosen mainly based on the criteria of cost and their durable qualities. Not only this, Environmental pollution can also be decreased to some extent because the emission of harmful gases like carbon monoxide & carbon dioxide are very limited. This paper presents a laboratory investigation on optimum level of Fly ash and Ground Granulated Blast Furnace Slag (GGBS) as a partial replacement of cement to study the strength characteristics of concrete as compare to conventional concrete (CC) of M25 grade. Portland cement was partially replaced by 10%, 20% & 30% of GGBS i.e. (GC1, GC2, and GC3) and Fly ash by 10%, 20% & 30% as FC1, FC2 & FC3. It is observed that replacement of cement in any proportion lowers the compressive strength of concrete as well as delays its hardening. This provides an environmentally friendly method of fly ash and GGBS disposal.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Fly ash, GGBS, Conventional Concrete, Compressive strength

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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

Human rights;Duty;Rights;Duty centred

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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

Co-Operative Society, farmers, Village Economy, Handicraf industry, Digitalization of Farming, Rural Income, Support Price farmers, Elimination of MIddlemen

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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

Artificial Intelligence (AI), Herbal, Healthcare chatbot, Covid-19, Natural Language Processing (NLP), Pattern Matching, consulting.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Fire has been a boon as wells as a disaster for nature and human kind. Since long time world has witnessed many fire disasters, natural or manmade. These fires resulted in huge life loss, environmental loss and financial loss. Various techniques are developed to detect fire, extinguish fire and alerting systems. All these techniques have their pros and cons which make room for new innovations in the fire detection techniques. Recent advancements in deep learning technology have enabled accurate vision based developments. Deep learning techniques are used to recognize patterns in image, object detection and image classification. Convolutional Neural Networks have a huge breakthrough in image recognition and classification. Implementing these advanced techniques in the embedded applications like video surveillance provide an early fire detection technique.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

MobileNet, deep learning, convolutional neural network

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Creative Commons Attribution 4.0 and The Open Definition