scholarly journals Sentiment Analysis on Indian Indigenous Languages: A Review on Multilingual Opinion Mining

2019 ◽  
Author(s):  
Sonali Rajesh Shah ◽  
Abhishek Kaushik
Keyword(s):  
Social Media ◽  
Sentiment Analysis ◽  
English Language ◽  
Opinion Mining ◽  
Indigenous Languages ◽  
The Internet ◽  
Personal Experiences ◽  
Social Media Platforms ◽  
Use Of The Internet ◽  
The Web

An increase in the use of smartphones has laid to the use of the internet and social media platforms. The most commonly used social media platforms are Twitter, Facebook, WhatsApp and Instagram. People are sharing their personal experiences, reviews, feedbacks on the web. The information which is available on the web is unstructured and enormous. Hence, there is a huge scope of research on understanding the sentiment of the data available on the web. Sentiment Analysis (SA) can be carried out on the reviews, feedbacks, discussions available on the web. There has been extensive research carried out on SA in the English language, but data on the web also contains different other languages which should be analyzed. This paper aims to analyze, review and discuss the approaches, algorithms, challenges faced by the researchers while carrying out the SA on Indigenous languages.

scholarly journals Mental health information online: what we have learned from social media metrics in BuzzFeed’s Mental Health Week

2018 ◽  
Vol 40 (4) ◽  
pp. 326-336 ◽  
Author(s):  
Thais Martini ◽  
Leticia S. Czepielewski ◽  
Daniel Prates Baldez ◽  
Emma Gliddon ◽  
Christian Kieling ◽  
...  
Keyword(s):  
Mental Health ◽  
Social Media ◽  
Mental Health Treatment ◽  
The Internet ◽  
Accurate Information ◽  
Information Channel ◽  
Audience Engagement ◽  
Mental Health Information ◽  
Personal Experiences ◽  
Social Media Platforms

Abstract Introduction The Internet has seen rapid growth in the number of websites focusing on mental health content. Considering the increased need for access to accurate information about mental health treatment, it is important to understand the promotion of this information online. Objective To analyze BuzzFeed’s Mental Health Week (BFMHW) interactions on its own website and in related social media platforms (Facebook, Twitter and YouTube) using metrics of information delivery in mental health topics. Methods We extracted social media metrics from the 20 posts with the highest number of BuzzFeed interactions on the BFMHW website and from 41 videos available on the BFMHW playlist created by the BuzzFeed Video profile on YouTube. We analyzed the format and content used in BuzzFeed’s publishing methods as well as the following social media metrics: exposure (presence online, views and time online), influence (likes) and engagement (comments, shares, replies and BuzzFeed interactions). Results Analysis of the variables revealed that audience engagement is associated with the number of medias in which the content is published: views on YouTube and shares on Facebook (0.71, p<0.001), total interactions on Facebook (0.66, p<0.001) and BuzzFeed number of total interactions (0.56, p<0.001). Conclusions Our results suggest that videos on YouTube may be an important information channel, including activity and engagement on other medias such as Facebook. Information may be more effective in reaching the audience if it is delivered in more than one media and includes personal experiences, some humor in content and detailed information about treatment.

Fake News Polarization for Sentiment Analysis

2022 ◽  
pp. 255-263
Author(s):  
Chirag Visani ◽  
Vishal Sorathiya ◽  
Sunil Lavadiya
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Sentiment Analysis ◽  
Online Social Networks ◽  
Opinion Mining ◽  
Easy Access ◽  
The Internet ◽  
Fake News ◽  
Social Media Networks ◽  
Sentiment Mining

The popularity of the internet has increased the use of e-commerce websites and news channels. Fake news has been around for many years, and with the arrival of social media and modern-day news at its peak, easy access to e-platform and exponential growth of the knowledge available on social media networks has made it intricate to differentiate between right and wrong information, which has caused large effects on the offline society already. A crucial goal in improving the trustworthiness of data in online social networks is to spot fake news so the detection of spam news becomes important. For sentiment mining, the authors specialise in leveraging Facebook, Twitter, and Whatsapp, the most prominent microblogging platforms. They illustrate how to assemble a corpus automatically for sentiment analysis and opinion mining. They create a sentiment classifier using the corpus that can classify between fake, real, and neutral opinions in a document.

Israel, Hamas online war has limited impact on opinion

2015 ◽  
Keyword(s):  
Social Media ◽  
English Language ◽  
Prime Minister ◽  
The Internet ◽  
Content Type ◽  
Bilateral Relations ◽  
War Criminals ◽  
Social Media Platforms ◽  
The Eu ◽  
Western Media

Significance Prime Minister Binyamin Netanyahu suggested that Israel could seek to take the PA to the ICC over its reconciliation agreement with the "war criminals" of Hamas. Alongside the diplomatic stage, Israel and the Palestinians are increasingly playing out their battle for international legitimacy on the internet. This confrontation escalated during the conflict between Israel and Hamas in July and August 2014, with both sides and their supporters investing heavily in social media efforts to disseminate their messages and win support for their narratives. Impacts Israel's slick English-language social media operations will ensure its message is frequently picked up in the Western media. However, Hamas's social media emphasis on civilian casualties will also resonate increasingly widely in Western media. As bilateral relations with the EU deteriorate, Israel will step up its efforts on European social media platforms to boost its legitimacy.

An Early Pioneer of Medical Tourism's Use of the Internet and Social Media

2015 ◽  
pp. 162-172
Author(s):  
Phillip D. Pardo
Keyword(s):  
Social Media ◽  
Swot Analysis ◽  
Medical Tourism ◽  
Medical Advice ◽  
Perceived Threat ◽  
The Internet ◽  
Full Potential ◽  
Use Of The Internet ◽  
The Web ◽  
Internet And Social Media

Medical tourism, as has been mentioned numerous times in other chapters in this book, is not a new concept, but what happened in the early 1990's with the advent of the Internet was truly novel. For most medical physicians the potential of this innovation was quite unexpected and at first difficult to accept. Some however embraced it… this is the story of one doctor practicing in Belgium who saw the potential of the web and instead of bowing to the perceived threat, embraced its full potential from day one. By looking at the effects of the internet on Medical Tourism using a SWOT analysis and following this pioneer from the mid 1990's (remember that 1993 marks the first real use of websites), this chapter tries to map the earliest evolution of the use of the web for the delivery of medicine and medical advice.

Review Classification Approach for User Sentiment Analysis

2021 ◽  
Vol 9 (VI) ◽  
pp. 1670-1672
Author(s):  
Mr. Pratik S. Yawale
Keyword(s):  
Social Media ◽  
Sentiment Analysis ◽  
Opinion Mining ◽  
Hate Speech ◽  
Modern Technology ◽  
The Internet ◽  
Quality Information ◽  
Fuzzy Approach ◽  
Classification Approach ◽  
Day By Day

Sentiment analysis or opinion mining is one of the fastest growing fields with its demand and benefits that is increasing day by day. With the availability of the internet and modern technology, there has been a tremendous growth in the amount of data. The text that has been posted by people to express their sentiment on social media ,can be analysed and used in order to draw benefits and quality information. In this paper, the focus is on cyber-hate classification based on for public opinion or views, since the spread of hate speech using social media can have disruptive impacts on social sentiment analysis. In particular, here proposing a modified fuzzy approach with two stage training for dealing with text ambiguity and classifying three type approach positive, negative and neutral sentiment, and compare its performance with those popular methods as well as some existing fuzzy approaches.

Grounding Cyber

2015 ◽  
pp. 428-524
Author(s):  
Shalin Hai-Jew
Keyword(s):  
Social Media ◽  
Real World ◽  
The Internet ◽  
Penetration Testing ◽  
Critical Step ◽  
Testing Tool ◽  
Social Media Platforms ◽  
Physical Spaces ◽  
The Web

Tying “cyber” entities, spaces, and events to real-world physical spaces is a critical step in de-mythifying cyberspace. This chapter introduces Maltego Tungsten™, a penetration testing tool, as one method to extract geolocational information from social media platforms, the Web, and the Internet—in order to relate online accounts, emails, aliases, and online-discussed events to specific physical spaces. This tool may be used for general research or applied “oppo” (opposition) or “doxing” (documenting) research of targets. This also discusses how the geolocational information may be further used to extract deeper understandings. Also, Network Overview, Discovery, and Exploration for Excel (NodeXL) is applied for some geolocational information extractions.

scholarly journals Piercing the Pandemic Social Bubble: Disability and Social Media Use About COVID-19

2021 ◽  
pp. 000276422110031
Author(s):  
Kerry Dobransky ◽  
Eszter Hargittai
Keyword(s):  
Social Media ◽  
Social Interactions ◽  
Risk Groups ◽  
The United States ◽  
The Internet ◽  
Active Engagement ◽  
Health Crisis ◽  
Personal Experiences ◽  
Health Related ◽  
Use Of The Internet

The COVID-19 pandemic and the ensuing stay-at-home orders caused tremendous restrictions in social contacts, which led to increasing use of the internet for daily tasks and social interactions. As prior research has established, people with disabilities (PWD) had already been using the internet for such purposes prior to the pandemic, especially for health-related content. Through a national survey administered during the first few weeks of the pandemic in the United States, we explore how people with and without disabilities used social media to exchange information and engage in activities about COVID-19. Findings reveal that PWD were more engaged with information about COVID-19 than those without disabilities, even when controlling for sociodemographics and internet experiences and skills. These differences are especially pronounced concerning more active engagement such as sharing information, interacting, and supporting others on social media. Although the content is about a health crisis in which PWD are disproportionately vulnerable, these effects largely remain when we enter controls for health status, belonging to high-risk groups for COVID-19, and personal experiences with COVID-19. Findings highlight the benefits of universal design, both for PWD specifically, and for society more broadly, as the general population ramps up use of tools long fought for and used by PWD.

scholarly journals The importance of social media on the FMCG market in Bangladesh

2020 ◽  
Vol 56 (3) ◽  
pp. 230-242
Author(s):  
Joanna Bednarz ◽  
Patricia Orelly
Keyword(s):  
Social Media ◽  
Research Method ◽  
Emerging Market ◽  
Marketing Communications ◽  
The Internet ◽  
Marketing Communication ◽  
Purchasing Decisions ◽  
Face To Face ◽  
Social Media Platforms ◽  
Use Of The Internet

AbstractObjectiveThe purpose of this paper is twofold: first, to identify the general use of the internet and examples of main social media used by residents of Bangladesh and second, to discover their potential in building marketing communication between FMCG manufacturers and consumers.MethodsThe research method used is a quantitative survey (face-to-face interviews) on the sample of 100 consumers conducted in September 2019 in Dhaka, the capital of Bangladesh.Key findingsThe majority of respondents have regular access to internet facilities and mainly two social media platforms are used: Facebook and YouTube. Product informations are sent to these media platforms for making purchasing decisions of the products of the FMCG market. Mostly males and the youngest group of respondents show the highest interest to social media.OriginalityThis study contributes to the literature to develop the understanding of marketing communications from the perspective of FMCG manufacturers entering Bangladesh, as it is being the emerging market.

Citizen In/Action

2015 ◽  
pp. 1057-1077
Author(s):  
Tieja Thomas ◽  
Nicole Fournier-Sylvester ◽  
Vivek Venkatesh
Keyword(s):  
Social Media ◽  
Citizenship Education ◽  
Online Community ◽  
Global Citizenship ◽  
The Internet ◽  
Educational Programming ◽  
Social Media Platforms ◽  
Use Of The Internet

This chapter describes a study that explored how citizens enact their citizenship within one niche online community dedicated to teaching about and supporting issues related to global citizenship. The research highlights the limitations of existing conceptualizations of citizenship paradigms and associated educational programming. In the discussion, the authors suggest that the integration and use of the Internet—specifically the use of forum-based social media platforms—as a curriculum supplement may effectively address the challenges and limitations that exist within traditional citizenship education classrooms.

Citizen In/Action

2014 ◽  
pp. 206-226
Author(s):  
Tieja Thomas ◽  
Nicole Fournier-Sylvester ◽  
Vivek Venkatesh
Keyword(s):  
Social Media ◽  
Citizenship Education ◽  
Online Community ◽  
Global Citizenship ◽  
The Internet ◽  
Educational Programming ◽  
Social Media Platforms ◽  
Use Of The Internet

This chapter describes a study that explored how citizens enact their citizenship within one niche online community dedicated to teaching about and supporting issues related to global citizenship. The research highlights the limitations of existing conceptualizations of citizenship paradigms and associated educational programming. In the discussion, the authors suggest that the integration and use of the Internet—specifically the use of forum-based social media platforms—as a curriculum supplement may effectively address the challenges and limitations that exist within traditional citizenship education classrooms.

Sign in / Sign up

Export Citation Format

Share Document