Volume 10 | Issue 6 |

 Abstract

Lot of people around the world are affected by one or more mental disorders that involve in their thinking and behavior. A timely finding of these problems is challenging but important, since it could open the possibility to offer abid to people before the illness gets worst. Another Approach is to realize this is to monitor how people communicate themselves, that is, what and how they write, or even a step further, what emotions they accomplish in their social media communications. In this study, we estimate two computational representations that aim to design the presence and changes of the emotions communicated by social media users. In our approach we use two recent public data sets for two important mental disorders: Depression and Anorexia. The acquired results suggest that the presence and variability of emotions, apprehend by the proposed representations, allow to highlight main information about social media users suffering from depression or anorexia. Furthermore, the combination of both representations can enhance the performance, equaling the best reported approach for depression.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Social media, Mental Disorders

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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

Analytical appliance, SAP HANA, Reporting, HANA Deployment, Segmentation.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Explainable artificial intelligence (XAI) is a set of methods that allows human users to comprehend and trust the results and output created by machine learning algorithms. It helps to characterize model accuracy, fairness, transparency and outcomes in AI powered decision-making. Explainability in AI is the process of making it easier for humans to understand that how a model generates the results and how to know when the results should be guessed second time. Basically, explainable AI specifies the following: 1) the strengths and weaknesses of the program, 2) the criteria of a program that how it arrives at a decision, 3) why a program makes a specific decision, instead of other alternatives, and so on. Explainable AI is crucial for an organization in building trust and confidence, when AI models are putting into productions. AI Explainability is also helpful for an organization to adopt a responsible approach to AI development.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Explainable AI, Deep Learning, Machine Learning.

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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

ESP32,ESP32 CAM,Relay,LED Lights,Push Buttons,Buzzer,DHT11 Sensor,IOT

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Small Hydro Power Station is both an efficient and reliable form of clean source of renewable energy. It can be an excellent method of harnessing renewable energy from small rivers and streams. The small hydro power station to be a run of river type, because it requires very little or no reservoir in order to power the turbine. The water will run straight through the turbine and back into the river or stream or river to use it for the other purpose. This has a minimal environmental impact on the local ecosystem. In this research, we focus on Computer application in small hydro power station, concept of Automation in SHP, Control of operation and maintenance, components and benefits

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

PLC, RTU, SCADA, HMI and Data server

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Due to the various environmental factors technological developments are shifting towards utilization of less/non polluting chemicals and also towards biodegradable products. Keeping in view of the above facts the objective of present work was perform whole dyeing process with natural resources. Turmeric rhizome (Curcuma longa), catechu bark (Senegalia catechu) and marigold flower (Tagetes erecta) taken as dye source along with biomordants as myrobalan (Terminalia chebula), alum and pomegranate rind (Punica granatum). These natural dyes and bio mordant combinations were used to colour rayon fabric. Findings exhibited that all the natural dye with biomordants not only improved the colour fastness but also gave a variety of shades. The shades of fabric depend on specific dye and its combination with mordant.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Mordants, Natural dyes, Rayon fabric

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

From 2019 onwards till 2022 the banana farming business has really been through a roller coaster ride. COVID-19, US Elections in the first week of January 2020, Ukraine War Feb 2022 onwards and just around 7 Cyclones! touch-based Andhra Pradesh. So, you can imagine all possible damages and may be a few highs too. April 20th is named Banana Day, and as an ode to the contributions of banana the fruit we have written this paper. There was in fact rise in production during this period. Even then farmers earned a meagre 1/3rd the usual profits. The market had a lot of changes. Information, technology and distances started making a heavy dent on prices.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Banana Markets Cost Benefit Analysis, Banana Farmers Income during disasters

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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

Automation, ESP8266, Application Programming Interface(API), Embedded Systems, Internet of Things, Cloud.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

There are a variety of negative emotions that people with autism spectrum disorders may experience while using social media. In this study, a total of 78 autistic people provided self-reported social media usage measurements, cyber bullying victimization, cyberspace hostility, and self-esteem. Self-esteem was discovered to be positively associated with a sense of belonging to negatively related to feeling neglected on social networking sites and chat rooms in an online community when people used social media to the extreme. The experience of autistic adults who have been cyber bullied needs further investigation.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Online bullying victims Internet Social media Cyber-aggression

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The emergences of social media have benefited many service industries in promoting their services locally as well as globally. Hotel industry is also no exception. The importance of social media marketing is gaining popularity for the promotion of brand in Hotel Industry. The online content such as customer experiences, user feedback and service ratings & reviews generated by user(User Generated Content) in various social media websites become the important source of information for both consumers as well as business. This study aims to explore the use and influence of social media platform in taking the decision from the consumer perspective about hotel booking of India. The study takes on an analysis of qualitative variables and the data collection has been done by using a semi structured interviewing technique. The findings of the study provide significant insights to the researcher, Hotel management and the consumer.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

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Creative Commons Attribution 4.0 and The Open Definition