scholarly journals Sentiments analysis for prediction the governor of east java 2018 in twitter

Author(s):  
Ghulam Asrofi Buntoro

The East Java Governor Election which will be held in 2018 is also felt in the virtual world especially Twitter social media. All people freely argue about their respective governor candidates, the memorandum raises many opinions, not only positive or neutral but also negative opinions. Media growth is so rapid, revealing a lot of online media from the news media to social media. Social media alone is Facebook, Twitter, Path, Instagram, Google+, Tumblr, Linkedin and many more. Today's social media is not only used as a means of friendship or making friends, but also for other activities. Promos of trading or buying and selling, until political party promos or campaigns of candidates for regents, governors, legislative candidates until presidential candidates. The research objective is to conduct a method of analyzing the sentiments of 2018 East Java Governor candidates on Twitter social media with optimal and maximum optimization. While the benefits are to help the community conduct research on opinions on twitter which contains positive, neutral or negative sentiments. Analysis of the sentiments of East Java Governor candidates in 2018 on twitter social media using non-conventional processes that save costs, time and effort. The results of Khofifah's dataset are 77% accuracy, 79.2% precision value, 77% recall value, 98.6% TP rate and 22.2% TN rate. For the results of Gus dataset, the accuracy is 76%, the precision value is 74.4%, the recall value is 76%, the TP rate is 93.8% and the TN rate is 52.9%.

SinkrOn ◽  
2019 ◽  
Vol 3 (2) ◽  
pp. 49
Author(s):  
Ghulam Asrofi Buntoro

The East Java Governor Election which will be held in 2018 is also felt in the virtual world especially Twitter social media. All people freely argue about their respective governor candidates, the memorandum raises many opinions, not only positive or neutral but also negative opinions. Media growth is so rapid, revealing a lot of online media from the news media to social media. Social media alone is Facebook, Twitter, Path, Instagram, Google+, Tumblr, Linkedin and many more. Today's social media is not only used as a means of friendship or making friends, but also for other activities. Promos of trading or buying and selling, until political party promos or campaigns of candidates for regents, governors, legislative candidates until presidential candidates. The research objective is to conduct a method of analyzing the sentiments of 2018 East Java Governor candidates on Twitter social media with optimal and maximum optimization. While the benefits are to help the community conduct research on opinions on twitter which contains positive, neutral or negative sentiments. Analysis of the sentiments of East Java Governor candidates in 2018 on twitter social media using non-conventional processes that save costs, time and effort. The results of Khofifah's dataset are 77% accuracy, 79.2% precision value, 77% recall value, 98.6% TP rate and 22.2% TN rate. For the results of Gus dataset, the accuracy is 76%, the precision value is 74.4%, the recall value is 76%, the TP rate is 93.8% and the TN rate is 52.9%.


Author(s):  
Ghulam Asrofi Buntoro

The East Java Governor Election 2018 is also felt in the virtual world especially Twitter. All people freely argue about their respective governor candidates, memorandum raises many opinions, not only positive or neutral also negative opinions. Media growth is so rapid, revealing a lot of online media from the news media to social media. Today's social media is not only used of friendship, but also for other activities. Promos of trading or buying and selling, until political party promos or campaigns of candidates for regents, governors, legislative candidates until presidential candidates. The research objective is to conduct a method of Sentiments Analysis for Governor candidates East Java 2018 in twitter with optimal and maximum optimization. While the benefits are to help the community conduct research on opinions on twitter which contains positive, neutral or negative sentiments. Sentiments Analysis for Governor candidates East Java 2018 in twitter using non-conventional processes that save costs, time and effort. The results of Khofifah's dataset are 77% accuracy, 79.2% precision, 77% recall, 98.6% TP rate and 22.2% TN rate. For the results of GusIpul dataset, accuracy is 76%, precision 74.4%, recall 76%, the TP rate is 93.8% and the TN rate is 52.9%.


2022 ◽  
Vol 2 (11) ◽  
pp. 1532-1554
Author(s):  
Lilis Erna Yulianti

The virtual world is not a world without borders so we are free to do anything. But as in the real world that has norms, ethics and etiquette, in cyberspace also requires a netiquette. Netiquette as a healthy internet moral regulation is needed so that digital communication between netizens runs harmoniously and respect each other and away from conflict and deviant behavior so as to make the lives of netizens become more comfortable (comfort life). The implementation of netiket if done continuously in the long term will have a positive impact on netizens and their social environment. The positive impact for netizens towards strengthening their soft skills will form a generation of character, integrity, morality, having a healthy mentality, and getting appreciation from others who can be reinforcement for him to continue to do good to others. The positive impact on the environment makes interactions in the social environment healthier in more human communication patterns in their interaction patterns.In fact, there are still many disputes, violations and crimes that are implicated in social media and online media. For example: the rise of pornographic content, hate speech content, hoax issues, cyberbullying, insults, online fraud, digital sexual crimes, child trafficking, online prostitution, and various other cyber crimes. Based on the problems in the virtual world, the research entitled "Netiquette Strengthening Soft Skills Netizens for Generation of Character" aims to compare the phenomenon of ethical violations in social media and online media conducted by netizens associated with ethical guidelines in cyberspace (netiquette). This research uses qualitative methods with a literature review approach.


2017 ◽  
Vol 28 (3) ◽  
pp. 339
Author(s):  
Prayudi . ◽  
Retno Hendariningrum

General Election 2014 in Indonesia principally was a gate to more democratic Indonesia. People were given rights to directly vote their preferred legislative representatives and president and vice president for the next five-year period. New political learning process was introduced as all presidential candidates must show their capabilities in all aspects to attract constituents. The role of mass media became important as each candidate worked hard to gain sympathy from people. This paper examines how Indonesian online news media critically reported the presidential candidates. Further, this paper analysed how the issue were represented in the online media and why it was represented in such ways.


Tripodos ◽  
2021 ◽  
Vol 1 (47) ◽  
pp. 49-66
Author(s):  
Rachel E. Khan

From a century to a decade ago, the news media played a crucial role in providing the public with valuable in­formation, especially during a crisis. However, the advent of social media has brought about a change in ac­cess and distribution of the news and this may have resulted in less effec­tive health communication during this global coronavirus pandemic. These days, social media can have a great­er public reach and therefore, be the best tool to disseminate information. At the same time, there is the ques­tion of whether the important or trivial information is being shared. The aim of this paper is to explore the role of social media in providing the public with important information during the height of the coronavirus pandemic. Using Great Britain as a case study, the research analysed the kind of content on the coronavirus that had gone vi­ral in online news sources in the Unit­ed Kingdom to determine whether the information that was being shared contributed or not to effective health communication. Keywords: news, viral news, online media, journalism, crisis communica­tion, coronavirus.


2012 ◽  
Vol 2 (2) ◽  
Author(s):  
Marie Grusell ◽  
Lars Nord

Abstract Digital media in general, and social media in particular, are a distinctive feature of contemporary election campaign strategies. This article adds to the on going discussion of the political power of social media by exploring political party strategies behind the usage of social media. In this study we specifically focus on Twitter (a micro blog) during the latest National Election Campaign in Sweden in 2010. The study exams the degree and character of Twitter usage among parties and prominent party members, and relates content to the declared communication strategies regarding the role of Twitter in the campaign. Methodologically, the paper is based on a quantitative content analysis of all party tweets and on personal interviews with all party campaign managers. The results show campaign purposes. However, the content analysis confirms only a modest party use of Twitter messages and Twitter patterns where messages are most often related to current news media activities and are of a one-way character, with more focus on information dissemination than on interactive dialogue with voters.


2014 ◽  
Vol 25 ◽  
pp. 220-235 ◽  
Author(s):  
Mohammad Ofiul Hasnat

This article reviews the changed structure of news presentation in the social media, addressing concerns about credibility and ethics. It highlights the important factors of accuracy and trustworthiness to measure newsworthiness and credibility of the news of social media. Possible ideas for editing social media contents have been suggested as absence of a gatekeeping process has raised question about the credibility of the social media. The study analyses contents of theme interviews conducted with selected journalism professionals from four newspapers: Lapin Kansa, Kaleva, Keskipohjanmaa and Österbottens Tidning in Finland. The results show that the social media started to serve the purpose of people getting news and will emerge as full-fledged news media in future, if the authenticity, credibility and transparency of information could be ensured upholding journalistic ethics.


Author(s):  
Marcos Mayo Cubero

Resumen: El manejo de las fuentes informativas en la cobertura periodística de las crisis supone un enorme desafío para los periodistas. Esta investigación se enfoca concretamente en el uso como fuente informativa de las redes sociales oficiales (las pertenecientes a las organizaciones involucradas en la gestión de una crisis) y las no oficiales (víctimas, afectados, ciudadanos, etc.) en coberturas de emergencias y desastres. Los datos proceden de una encuesta online aplicada a los directores de los 30 medios de comunicación más relevantes de España en los cuatro soportes estudiados: televisión, radio, prensa y prensa digital. Los resultados demuestran que, en la cobertura periodística de las crisis, los periodistas confían mucho en la información de la Web oficial (Administraciones públicas, Policía, Bomberos, Protección Civil, etc.), bastante en la procedente de las redes sociales oficiales y poco en la suministrada por las RR.SS. no oficiales (víctimas, afectados, ciudadanos, etc.). De todas las redes sociales oficiales analizadas: Facebook es la que menos confianza inspira a los periodistas como fuente informativa en un contexto actual marcado por el riesgo de las fake news y la desinformación. En cuanto a la finalidad, la mayoría de los periodistas emplean la información de las redes sociales o RR.SS. para contrastar y conseguir contactos.Palabras clave: redes sociales; crisis; desastre; comunicación; fuente; confianza; medios; Twitter.Abstract: The use of sources of information in news media coverage of the crises is a huge challenge for journalists. This research focuses specifically on the use as an informative source of official social media (those belonging to organizations involved in the management of a crisis) and unofficial social media (victims, affected, citizens, etc.) in emergency and disaster coverage. The data comes from an online survey applied to the directors of the 30 most important media in Spain in the four-mass media studied: television, radio, press and online media. The results show that in journalistic coverage of crises, journalists rely a lot on the information from the official website (Public administrations, Police, Firefighters, Civil Defense, etc.), quite a bit on the one coming from the official social media and little in that provided by the unofficial social media (victims, affected, citizens, etc.). Of all the official social networks analyzed: Facebook is the one that inspires less confidence as a source for journalists, in a current context marked by the risk of fake news and misinformation. Regarding the purpose, most journalists use information from social media to verify news stories and get contacts.Keywords: social media; crisis; disaster; communication; source; trust; online media; Twitter.


2019 ◽  
Author(s):  
Adrian Nugroho Saputro

Social media is an online media, with its users can easily participate, share, and create the contents of blogs, social networks, wikis, forums and the virtual world. Blogs, social networks, and wikis are the most common forms of social media used by people around the world. In the modern era like now social media is not a something strange to everyone. Social media continues to grow rapidly in line with the increasing number of internet users as well, one example of social media is Instagram. With many users and continues to increase, Instagram can be used as a business opportunity and a tool to promote and introduce a culture that is owned by a region so that culture is not lost and continues to grow. one example is the promotion of Klaten's lurik culture using Instagram. Klaten’s Lurik is one of the original cultures of Klaten Regency which is made with non-machine looms and is a legacy from ancestors that must be preserved so that it is not lost in the times. The writing of this article aims to describe the form of utilization from the Instagram account @kabarklaten and @luriqo. The research method used was descriptive qualitative with content analysis on marketing strategy and promotion of Klaten’s Lurik. The results of this study indicate that Instagram can be an interesting medium for the promotion and development of the Klaten’s lurik culture. Instagram can be a solution to the problem of the fading of the original culture which is a legacy of ancestors.


2020 ◽  
Vol 26 (1) ◽  
pp. 151-156
Author(s):  
Andrei Șandor

AbstractSince the emergence of Internet and social media, new Intelligence branches have flourished, like CYBERINT (Cyber Intelligence), OSINT (Open Source Intelligence) or SOCMINT (Social Media Intelligence), with the aim to exploit different dimensions of the virtual world. These Intelligence-related disciplines may inquire personal information, statements and conversations posted voluntarily on websites or social platforms in order to profile people, identify social networks and organizational structures, and uncover vulnerabilities and threats/risks that can jeopardize the security of individuals or organizations. In this respect, the Internet - as environment - can provide valuable information from both technical and social side. This is why the World Wide Web is and will remain an important place to search for data and information that can be processed into Intelligence, and represents the reason why people working in sensitive domains (e.g. Intelligence) should be aware of their vulnerabilities and the risks and threats posed by this environment.DISCLAIMER: This paper expresses the views, interpretations, and independent position of the authors. It should not be regarded as an official document, nor expressing formal opinions or policies, of NATO or the HUMINT Centre of Excellence.


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