Volume 10 | Issue 5 |

 Abstract

To avoid fraudulent post for job in the internet, an automated tool using machine learning based classification techniques is proposed in the paper. Different classifiers are used for checking fraudulent post in the web and the results of those classifiers are compared for identifying the best employment scam detection model. It helps in detecting fake job posts from an enormous number of posts. Two major types of classifiers, such as single classifier and ensemble classifiers are considered for fraudulent job posts detection. However, experimental results indicate that ensemble classifiers are the best classification to detect scams over the single classifiers.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Fake Job, Online Recruitment, Machine Learning, Ensemble Approach.

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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

Sustainability, Vernacular, Modernism, Economic, Ecological.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In the past few years Environment pollution is the foremost concerned issue. Awareness growing to save the environment. In our country, burnt clay brick is the foremost used building material. Which deliver a noteworthy amount of greenhouse gasses and also it destroys a huge amount of agricultural land every year. Regarding the issue of I am seeking for sustainable and eco-friendly building material. Compressed Stabilized Earth Block (CSEB) provide the opportunity of energy efficient, eco-friendly, agriculture friendly and sustainable development. It does not contribute any harmful gasses during production. In this study, how soil is used to produce CSEB block, which helps to save the agricultural land. CSEB have been made with the different composition of cement, sand and river dredged soil. The comparison between the cseb block and the brick are study with respective with their cost, weight, strength and many other properties. The compressive strength of different blocks is measured to discover the appropriate composition to create CSEB additionally to compare among them to discover out the ideal composition.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Sustainability, Environment-friendly, Agriculture friendly, River dredged soil.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The usefulness of shear walls in the structural planning of multistory buildings has long been recognized. When walls are situated in advantageous positions in a building, they can be very efficient in resisting lateral loads originating from wind or earthquakes. Reinforced concrete framed buildings are adequate for resisting both vertical and horizontal loads acting on them. Extensive research has been done in the design and analysis of shear wall high rise buildings. A residential building High rise structure is considered for the analysis. To evaluate the seismic response of the buildings and analysis was performed by using response spectrum method using Finite element based software-STAAD Pro. The properties of these seismic shear walls dominate the response of the buildings, and therefore, it is important to evaluate the seismic response of the walls appropriately. A study on an regular highrise building with shear wall and without shear wall was studied to understand the lateral loads, story drifts and torsion effects. From the results it is inferred that shear walls are more resistant to lateral loads in structure.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Walls, Lateral Loads, Shear Wall, Torsion, STAAD Pro.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The aim of the paper is to combine the plithogenic neutrosophic hypersoft set with the near set theory given by James. F. Peters and to introduce near plithogenic neutrosophic hypersoft set. Near plithogenic neutrosophic hypersoft sets are considered as mathematical tools for dealing with ambiguities. We first present the basic operations like union, intersection and some basic properties of the set. Also, some of the theoretical properties of the set are discussed.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Near set; Hypersoft set; Plithogenic hypersoft set; Near plithogenic neutrosophic hypersoft set

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The qualities of a formulation are affected by excipients, which are an important aspect in a dosage form. Excipients were once thought to be inactive components; however, it has now been discovered that they can have substantial negative effects. Many countries have experienced disasters in the past as a result of undiscovered excipient toxicity and mistreatment of excipients during transit. These tragedies call regulators' attention to the quality of excipients. Excipients can cause a variety of negative effects, such as hypersensitivity and allergies. When it comes to a novel excipient, preclinical research is much more important. New chemical excipients will be regulated in the same way as new APIs, according to the European Union (EU) directive 75/318/EEC. Within the EU, a regulatory dossier is necessary for any novel excipient (s). Excipients are employed as protecting agents, bulking agents, and in rare cases, to improve medication absorption. The International Pharmaceutical Excipients Council (IPEC) was founded in 1991 as a trade group that brought together excipient manufacturers and their pharmaceutical formulation clients.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Excipients, Novel excipients, Dossier, CTD, CEP.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The use of synthetic color in food production has increased in the last decades, since they result in some unsafe product for human consumption. This study reports the extraction of natural brown colourant from sesame seeds using solvent extraction technique. The sesame plant, Sesamum radiatum, oil seeds that contain protein, fiber, and healthy fats. The hull gives the seeds a golden-brown hue. The colorant from the sesame seeds were extracted using 1% NaOH solution by centrifugation. The phenolic compound present in the sesame seeds were oxidized and polymerized to form melanin. The extract resembles the melanin pigment and the test was performed to validate the melanin content. The color characteristics were studied using colorimetry at different nanometers. Further the color stability for the extract was evaluated by storing at different environmental conditions (at dark place, at refrigerated, at room temperature and at sun light) for 30 days. The effect of heat and light on the colorant was determined by the transmittance value at interval of 5 days. The study concludes that, the refrigerated colorant has the high colour stability compared with other environmental conditions. This study initiates to use natural colorant in foods, which is currently dominated by synthetic colors.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Sesamum radiatum, solvent extraction, melanin, natural colorant.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

ShareCare - Reducing food Wastage is an web utility designed basically to be used in the meals delivery enterprise. This device will lessen the wastage of foods in inns and restaurants and would provide meals to the needy ones. This device is essentially for NGOs who should get unfastened meals and healthy meals for humans. It will permit brief and clean control of online menu which clients can browse and use to area orders with simply few clicks. The online step with ShareCare - Reducing meals wastage will provide comfort for the NGOs. This system will increase the takeaway of ingredients which might have wasted. The web application sets up menu online and the clients without problems locations the order with a simple click. Also, the food menu can easily be maintained and improve their meals delivery facts. This device allows the consumer to choose the desired quantity of meals they require, from the displayed menu. The user orders the meals by means of following steps. The details of the consumer is exclusive right here as it keeps a separate account for each user And the identification and the password are supplied for each customers. Therefore, it offers a secured ordering. The application might be available via internet from telephones, laptops, Tablets.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Reduce Food Wastage, meals, order brief, web utility.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In order to create new software, it is necessary to adhere to established implementation standards. The development of applications for marketplaces has been difficult when it comes to the sale and acceptance of software by clients. The number of downloads, the number of comments, and the number of ratings on apps can all be found in app stores. A pattern of app success may be deduced from the obstacles encountered in these sectors and their methods of problem analysis. It was intended to construct two inference engines utilizing SVM and Random Forest algorithms based on this scenario, as well as to research the attributes that best correlate with app ratings and calculate and assess regression metrics using a Google Play Store database.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Google Play Store Apps, Predicting Ratings, and Machine Learning are some of the keywords.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This residual network has been a broad domain of research in deep learning. Many complex architectures are based upon residual networks. Residual networks are efficient due to skip connections. This paper highlights the addition of a sequential layer to the traditional RESNET 18 model for computing the accuracy of an Image classification dataset. The classification datasets such as Intel Scene dataset, CIFAR10 dataset, etc. These datasets consist of images belonging to various classes. In classification, we assign the pictures to their respective categories. The addition of a sequential layer gives the accuracy in the range of 0 to 1, which helps find the accuracy of prediction for the test set.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

RESNET18, Sequential Layer, Dropout Layer, Adam Optimizer, NLL Loss Function, ReLU, Classification

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Creative Commons Attribution 4.0 and The Open Definition