How different cultures react and respond given a crisis is predominant in society's norms political will to combat the situation. Often, decisions made are necessitated by events, social pressure, or need of hour, which may not represent nation's will. While some pleased with it, others might show resentment. Coronavirus (COVID-19) brought mix similar emotions from nations towards taken their respective governments. Social media was bombarded posts containing both positive negative...

Sentiment Analysis is new way of machine learning to extract opinion orientation (positive, negative, neutral) from a text segment written for any product, organization, person or other entity. can be used predict the mood people that have impact on stock prices, therefore it help in prediction actual movement. In order exploit benefits sentiment analysis market industry we performed tweets related Apple products, which are extracted StockTwits (a social networking site) 2010 2017. Along...

Urdu is still considered a low-resource language despite being ranked as the world’s 10th most spoken with nearly 230 million speakers. The scarcity of benchmark datasets in languages has led researchers to utilize more ingenious techniques curb issue. One such option widely adopted use translation services replicate existing from resource-rich English languages, Urdu. For natural processing tasks, including polarity assessment, words translated via Google translator one another often change...

It has been more than a year since the coronavirus (COVID-19) engulfed whole world, disturbing daily routine, bringing down economies, and killing two million people across globe at time of writing. The pandemic brought world together to joint effort find cure work toward developing vaccine. Much anticipation, first batch vaccines started rolling out by end 2020, many countries began vaccination drive early on while others still waiting in anticipation for successful trial. Social media,...

Emotions are a complex multi-faceted phenomenon. To assess the complexity of emotions from different facets, multi-modal approaches necessary. However, rarely used for assessing emotions, especially in context computer programming. This study adopts approach to understand changes students’ perception before and after working on programming problems. Understanding these perceptions may enable educators devise interventions that help students adjust their regulate as per skills. We conducted...

Actionable Knowledge Discovery approaches to extract the business and technical significant actions/patterns support direct decision making.These actions suggest how transform an object from undesirable status a desirable by incurring less cost high profit.This article aims propose work that generates actionable patterns efficiently.It reduces search space number of iterations for attribute value change during action generation.Performance proposed method is compared with Yang's OF-CEAMA on...

This article describes how the enormous potential benefits provided by cloud services, made enterprises to show huge interest in adopting computing. As service provider has control over entire data of an organization stored onto cloud, a malicious activity, whether internal or external can tamper with and computation. causes lack trust services due privacy, security issues. Despite having such issues, consumer no root level access right secure check integrity procured resources. To establish...

Low-resource languages are gaining much-needed attention with the advent of deep learning models and pre-trained word embedding. Though spoken by more than 230 million people worldwide, Urdu is one such low-resource language that has recently gained popularity online attracting a lot support from research community. One challenge faced resource-constrained scarcity publicly available large-scale datasets for conducting any meaningful study. In this paper, we address collecting first-ever...

Abstract Code comprehension is an important skill for programmers because it helps them understand code and develop debugging skills [1]. The process of unlike comprehending natural languages involves complex cognitive processing. During processing, a programmer required to or use the appropriate mental models programming constructs, which makes difficult novice [2]. Along with analyze how students feel during literature suggests that emotions influence different aspects cognition such as...

For novice students, learning programming is hard, hence, inducing a variety of emotions. According to literature, two the most commonly occurring emotions that students experience while are frustration and confusion. Although these momentary, they may have long-term effects on students' motivation, performance, retention in computing. In this study, we aim discuss challenges report when feel confusion working rainfall problem. This problem has been used extensively literature understand...

This overarching study aims to establish the validity of Programming Emotions Questionnaire (PEQ). The PEQ is an instrument that could be used for assessing students' emotions in a computer programming class, lab, or test. It derived from achievement questionnaire (AEQ) grounded control-value theory emotions. Since AEQ has numerous psychometric challenges (e.g., some items are not atomic), we make significant changes revise it, hence, will validating scratch. In this poster discuss...