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Volume 07 Issue 12 (December 2020)

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Title : A Review of Multimodal Sentiment Analysis Based on Deep Learning

Authors : Anna wang, Baoshan Sun

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Abstract :

Sentiment analysis is an important research topic in the realization of human-computer interaction. It can play an important role in discovering social public opinion, analyzing stock markets, improving products and services, and assisting medical assistance. Early sentiment analysis mostly focused on emotion recognition in texts. With the rapid development of the Internet and the rise of short video social media platforms such

as TikTokand Kwai, a single text can no longer satisfy people’s

emotional expression media. More and more people gradually begin to express their emotions and opinions through multi-modalities such as voice or video.Compared with the sentiment analysis that only focuses on single-modal information such as text, multi-modal sentiment analysis can make full use of the emotional cues between the single modalities to complement each other, thereby more accurately identifying the user's emotional tendency. This is the primary motivation behind our first of its kind,comprehensive literature review of the diverse field of affective computing.Furthermore, existing literature surveys lack a detailed discussion of state of the art in multimodal affect analysis frameworks, which this review aims to address.We starts from the various steps of multi-modal sentiment analysis and analyzes the  technology and current situation of multi-modal sentiment analysis in detail


Title : Coping With Uncertainty Using Monte Carlo Simulation Technique in a Casting Foundry

Authors : Salwa Khan

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Abstract :

It is very difficult for any factory to accomplish its target of maximum productivity with increased market demand and to satisfy consumer expectations. We need material planning to produce a product with a lot of small modules and we need to ensure that the flow of material on the manufacturing line is uninterrupted. In this article, the Monte Carlo simulation technique was used to calculate the profit or loss that a casting foundry may incur on the basis of random numbers produced using Microsoft Excel.


Title : Pineapple as an Inflammation Curator

Authors : Kanahyalal Rangwani, Dr. Jitendra Kumar Sharma, Dr. Harish Rao

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Abstract :

Man is said to be a frugivorous and a frugivorous human is generally defined as one that lives on fruits. There are many reasonins for according pre eminent position to fruits. Eating fruits provides health benefits people who eat more fruits   and vegetables as part of an overall healthy diet are likely to have a reduced risk of some chronic diseases. Fruits provide    vital nutients for health and maintenance of body. Fruits are full of all nurtients most fruits are naturally low in fat, sodium and calorie. Pineapple   belongs to the order Bromeliales, family Bromeliaceae, subfamily Bromeliaceae, Pineapple is used as food as well a   medicine also. Pineapple contains vitamins such as   vitamin    A, B1, B2, Niacin, vitamin C                                                             and chlorine. Pineapple is great  source of antibacterial                                          Bromelian is anty inflammatory. The use of this fruit is valuable in  arthritis and rheumatic affiliations. Fresh pineapple juice reduce the swelling & inflammation both in osteoarthritis and rheumatoid arthritis, an  exclusive diet of fresh pineapple juice for few  days, and  repeated at regular  intervals, will help in relieving symptoms of these diseases.Pineapple and its compounds have been linked to many health benefits, including aiding digestion, boosting immunity and  speeding up recovery from surgery, among others.