scholarly journals Social Media Behavioral Intelligence using Feature Extraction

Author(s):  
Panchal Mayuriben ◽  
Dr. Priyanka Sharma ◽  
Jatin Patel

Analysis of the behavioral pattern of a people using data of the social media became a trend in last couple of years. Among this popular network, Twitter, Facebook and the Instagram become more and more popular and that’s why these platforms attract the lots of researchers to predict the sentiment regarding major events like election, product brand, movie, stock market and recent trends are some of them. By identifying the attitude associated with the text in terms of positive, negative or the neutral we are able to analyze the opinion behind the content generated by the user and this opinions about the sentiment are very helpful to for the organization or the political parties or among other entities. The task of sentiment analysis is conducted using identifying the polarity associated with the word or document or we can say sentence. This paper consists research work which is designed to improve the accuracy of the model by improving the Naïve Bayes algorithm and I also worked to improve the 3-gram method during my research

2020 ◽  
Vol 7 (3) ◽  
pp. p1
Author(s):  
Rantu Sarmah ◽  
Dr. Niranjan Mohapatra

This is an attempt to find out the role of social media in election campaigning in India with special reference to Assam. Democratic countries like United States of America, India the social media has become an integral part for political communications during election campaigning. This new way of campaigning during election plays an important role to attract voters. Social media has given a new platform such as Facebook, Twitter, Google+, Whatsapp, Youtube etc. to the political parties and the voters, these are becoming an easy tool for the political leaders to interact with their voters. Social media allows candidates to share, post, comments, and their views during election and making them more direct involvement to their voters. These new tools or platforms are appeared as new area for research. Firstly to find out the term of social media, secondly, general meaning of political campaigning, thirdly, uses of social media in Indian election campaigning with reference to Assam and lastly conclusions.


Author(s):  
Ikegbunam, Peter .C ◽  

Nigeria and Nigerians have witnessed different kinds of electoral frauds since the return to democracy in 1999. Counting from the 1999 general election in Nigeria, the 2019 general election is the 6th general elections conducted in the country. Unfortunately, none of these elections have been considered to be free and fair as there are always public outcries from one end to another against the results of the elections as a result of lack of transparency in the process. Drawing from this background, this study, examines whether heavy use of WhatsApp platforms by different political parties in the election encouraged popular participation and effective monitoring of the electoral processes. The study which examined a total of 318 respondents sampled from select WhatsApp groups of the two leading political parties adopted the survey research method with the social media engagement and technological acceptance theories as its theoretical framework to ascertain whether the use of WhatsApp platforms by political parties encouraged popular participation among the electorate and determine if WhatsApp platforms were helpful to parties in monitoring the 2019 general election as well as its processes. Findings revealed that WhatsApp use encouraged popular participation and electoral process monitoring. The researchers recommended that the political parties and the electoral umpire should engage more in the use of social media platforms in passing information during, on and after election to encourage transparency in leadership.


JIPSINDO ◽  
2016 ◽  
Vol 3 (2) ◽  
Author(s):  
Nur Endah Januarti

Penelitian bertujuan mengetahui partisipasi pemilih pemula dan orientasi pemilih memilih sosok calon anggota legislatif setelah diselenggarakannya Pemilu Legislatif 2014. Penelitian dilakukan di Yogyakarta dengan metode kualitatif melalui observasi, wawancara dan dokumentasi. Informan adalah pemilih pemula. Data dianalisis dengan reduksi data, penyajian, dan penarikan kesimpulan. Hasil penelitian menunjukkan bahwa partisipasi pemilih pemula dipengaruhi oleh sosialisasi berdasarkan kebiasaan, aktivitas sosial, lingkungan sosial, relasi sosial dan media sosial. Metode sosialisasi yang digunakan melalui kampanye langsung dan media sosial. Dasar pertimbangan pemilih pemula dalam menentukan pilihan berdasarkan sosok caleg disebabkan oleh ideologi, prestasi, track record atau latar belakang caleg, metode sosialisasi. Alasan pemilih lebih memilih sosok calon anggota legislatif daripada partai politik menempatkan rasionalitas pemilih pemula yang lebih melihat pada track record calon pemimpin dan melemahnya kepercayaan terhadap partai politik, dan tidak disepakatinya sistem money politic.Kata kunci : pemilu legislatif, pemilih pemula, calon anggota legislatif AbstractThe study aims to determine the participation of voters and orientations of voters chose the figure of legislative candidates after the holding of legislative elections in 2014. The study was conducted in Yogyakarta with qualitative methods through observation, interviews and documentation. Informants are voters. Data were analyzed using data reduction, presentation, and drawing conclusions. The results showed that the participation of voters are influenced by socialization based on customs, social activities, social environment, social relations and social media. Socialization methods used by the direct campaign and social media. The basic consideration for voters in determining the choice of candidates is based on the figure due to ideology, achievements, track record or background of the candidates, the method of socialization. The reason voters preferring figure legislative candidates rather than political parties put the rationality of voters who rather look at the track record of aspiring leaders and weakening confidence in the political parties, and no agreement on the system of money politics.Keywords: participation, voters, legislative candidates


the use of social media has become a new strategy for the political parties during election campaign. The social media is playing a significant role in changing people’s perception towards politics, politicians and modes of political participation. The advent of budget smart phones and affordable data packages has given greater scope for people to voice their opinion on social and political issues. With accounts in every social media platforms, the political parties and their leaders are using it as a new space to mobilize people. Since 2014 Lok Sabha election, the social media is playing a pro-active role in deciding which party will win the election. While this has led to increased speed of spread of information and news, it has also left the ordinary people vulnerable to fake news and exposed them to ‘hate speech’. One hand, the social media is making Indian democracy more inclusive thereby giving citizens the space to express their opinion. On the other hand, it is also creating a gap between different communities by spreading fake news and propaganda. Hence, there should be some kind of restrictions to using it. The misuse can lead to chaos and instability in a democracy.


wisdom ◽  
2020 ◽  
Vol 15 (2) ◽  
pp. 107-113
Author(s):  
Gegham HOVHANNISYAN

The article covers the manifestations and peculiarities of the ideology of socialism in the social-political life of Armenia at the end of the 19th century and the beginning of the 20th century. General characteristics, aims and directions of activity of the political organizations functioning in the Armenian reality within the given time-period, whose program documents feature the ideology of socialism to one degree or another, are given (Hunchakian Party, Dashnaktsutyun, Armenian Social-democrats, Specifics, Socialists-revolutionaries). The specific peculiarities of the national-political life of Armenia in the given time-period and their impact on the ideology of political forces are introduced.


Author(s):  
Kevin Munger ◽  
Patrick J. Egan ◽  
Jonathan Nagler ◽  
Jonathan Ronen ◽  
Joshua Tucker

Abstract Does social media educate voters, or mislead them? This study measures changes in political knowledge among a panel of voters surveyed during the 2015 UK general election campaign while monitoring the political information to which they were exposed on the Twitter social media platform. The study's panel design permits identification of the effect of information exposure on changes in political knowledge. Twitter use led to higher levels of knowledge about politics and public affairs, as information from news media improved knowledge of politically relevant facts, and messages sent by political parties increased knowledge of party platforms. But in a troubling demonstration of campaigns' ability to manipulate knowledge, messages from the parties also shifted voters' assessments of the economy and immigration in directions favorable to the parties' platforms, leaving some voters with beliefs further from the truth at the end of the campaign than they were at its beginning.


2019 ◽  
Author(s):  
Danilo T Perez-Rivera ◽  
Christopher Torres Lugo ◽  
Alexis R Santos-Lozada

Between July 13-24, 2019 the people of Puerto Rico took the streets after a series of corruption scandals shocked the political establishment. The social uprising resulted in the ousting of the Governor of Puerto Rico (Dr. Ricardo Rosselló, Ricky), the resignation of the majority of his staff something unprecedented in the history of Puerto Rico; this period has been called El Verano del 19 (Summer of 19). Social media played a crucial role in both the organization and dissemination of the protests, marches, and other activities that occurred within this period. Puerto Ricans in the island and around the world engaged in this social movement through the digital revolution mainly under the hashtag #RickyRenuncia (Ricky Resign), with a small counter movement under the hashtag #RickySeQueda (Ricky will stay). The purpose of this study is to illustrate the magnitude and grass roots nature of the political movement’s social media presence, as well as their characteristics of the population of both movements and their structures. We found that #RickyRenuncia was used approximately one million times in the period of analysis while #RickySeQueda barely reached 6,000 tweets. Particularly, the pervasiveness of cliques in the #RickySeQueda show concentrations of authority dedicated to its propagation, whilst the #RickyRenuncia propagation was much more distributed and decentralized with little to no interaction between significant nodes of authority. Noteworthy was the role of the Puerto Rican diaspora in the United States of America and around the world, contributing close to 40% of all geo-located tweets. Finally, we found that the Twitter followers of the former governor had indicators of being composed of two distinct populations: 1) those active in social media and 2) those who follow the account but who are not active participants of the social network. We discuss the implications of these findings on the interpretation of emergence, structure and dissemination of social activism and countermovement to these activities in the context of Puerto Rico.


2020 ◽  
Vol V (III) ◽  
pp. 32-43
Author(s):  
Ashraf Iqbal ◽  
Kishwer Perveen ◽  
Saima Waheed

Social Networking sites are highly used for political proposes. In this study, the research tried to search the usage of social media by political parties during elections campaigns 2018 in Pakistan. The researcher applied the agenda-setting theory to link the social media posts of these political parties' pages and content analysis research technique for analyzing the variables. It was concluded from the that these social media are highly used for mobilizing voters where the users of these mediums not only see these posts but also like, comment and share for responding about what is uploaded on these social media pages by the representatives of political parties. It is concluded that from three trending political parties, PTI emerged as the most dominant party by using these social media tools, by uploading a maximum number of posts, by mobilizing voters to vote for a specific political party.


2021 ◽  
Vol 9 (2) ◽  
pp. 325-332
Author(s):  
Ayesha Siddiqua

Purpose of the study: The purpose of the study is to examine the use of cyber hate by the Pakistan’s mainstream political parties. The issue of poll rigging in Pakistan’s General Elections 2013 is examined through discourse analysis of the related tweets. The study also aims at comprehending the extent to which cyber ethics were violated during the digital electoral campaigns. Methodology: Discourse Analysis of the tweets generated from the official Twitter handles of PTI and PMLN leaders was conducted to examine the use of cyber hate by the Pakistan’s mainstream political parties. Violation of cyber ethics was explored through the qualitative interviews of 8 purposively selected social media managers of PMLN, PPP, and PTI. Main Findings: The findings indicated that party leadership/politicians used the elements of cyber hate which included abusive language, provocation, and character assassination against their opponents during the digital electoral campaign in general and regarding the poll rigging issue of Pakistan’s General Elections 2013 in specific. Resultantly the tweets using strong adjectives and metaphors on the political opponents were more frequently re-tweeted and attracted more favorites. Applications of this study: The study can be helpful in various cross-disciplinary areas that focus on the examination of the usage and impact of social media and cyberspace as a medium for hate speech dissemination. The study can significantly contribute to areas related to cyber ethics, digital electoral campaigning, freedom of expression, and political opinion building. Novelty/Originality of this study: The study’s originality lies in its attempt to unfold the foundations of digital electoral campaigning in Pakistan and how cyberhate was used as a pivotal tool for advancing the political narratives in a fragile democratic society.


Author(s):  
Özgür Erden

This article embarks on making a political analysis of Islamist politics by criticizing the hegemonic approach in the field and considering a number of the institutions or structures, composing of either state and its ideological-repressive apparatuses, political parties and actors, intellectual leadership and ideology, and political relations, events, or facts in political sphere. The aforesaid approach declares that the social and economic factors, namely class position, capital accumulation, market, education, and culture, have been far better significative for a political study in examining any political movement, party, and fact or event. However, our study will more stress on political structures, events and struggles or conflicts produced and reproduced by the political institutions, the relationships and the processes in question. Taking into account all these, it will be argued that they have been more significant as compared to class position, capital accumulation, market in economic structure, or culture and education, in a political study.


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