Information extraction using a mixed method analysis of social media data: A case study of the police shooting during the anti-Sterlite protests at Thoothukudi, India

2021 ◽  
pp. 026666692110491
Author(s):  
Dhivya Karmegam ◽  
Bagavandas Mappillairaju
Keyword(s):  
Social Media ◽  
Mixed Method ◽  
Tamil Nadu ◽  
Mixed Emotions ◽  
The Public ◽  
Social Events ◽  
The People ◽  
Indian State ◽  
Police Shooting ◽  
Negative Sentiment

During unexpected social events, information extracted from social media content posted by the people could play a crucial role in understanding the public opinion about the event. In this study, a mixed method procedure, which combines automated and human-based methods, is proposed to mine information from tweets to understand people's thoughts toward an unexpected turn of events. The proposed framework was applied on tweets posted regarding the police shooting to disperse protesters during the anti-Sterlite protests on May 22, 2018, at Thoothukudi in the Indian state of Tamil Nadu. The tweets were analyzed in two ways: (i) sentiment classification with automated computational methods and (ii) qualitatively examining the context of the expressed sentiments. In the case of anti-Sterlite protests, people expressed mixed emotions toward the protests for the closure of the Sterlite plant. A large negative sentiment toward the police shooting could be gleaned from the tweets. Analyzing tweets by the proposed method provides clear insights regarding the incident, which in turn will aid in planning an emergency response.

scholarly journals Strategi Bank Syariah dalam Meningkatkan Literasi Keuangan Syariah pada Masyarakat (Studi Kasus pada BPRS Madina Mandiri Sejahtera)

2019 ◽  
Vol 8 (2) ◽  
pp. 129
Author(s):  
Safaah Restuning Hayati
Keyword(s):  
Social Media ◽  
Mixed Method ◽  
Financial Literacy ◽  
Educational Program ◽  
Quantitative Method ◽  
Literacy Program ◽  
The Public ◽  
Qualitative And Quantitative ◽  
The People ◽  
The Social

<p class="Default">The research aims to find out the strategy which is conducted by BPRS Madina Mandiri Sejahtera for improving sharia financial literacy on the society, to analyse implementation of SEOJK Number 1/SEOJK.07/2014 regarding the education and improving financial literacy to the society, and to know the level of literacy on the society who had received the educational literacy program from BPRS Madina Mandiri Sejahtera. The research uses qualitative and quantitative method (mixed-method). Using of questionnaires distributed to 51 respondents. The results show that the strategy which is used BPRS Madina Mandiri Sejahtera for improving sharia financial literacy on the community is managed with through several programs such as educate and introduce product to the public using the social media, and to educate people who come to the office directly. The implementation of educational program which is conducted by BPRS Madina Mandiri Sejahtera enormously accord with the regulation SEOJK Number 1/SE.OJK.07/2014 with inclusive, systematic, measurable, accessibility, and collaboration principles. The leveling of Islamic financial literacy for the people who had obtained an educational program of literacy by BPRS Madani Mandiri Sejahtera has counted to 82.42 percent, it is the high category level.</p><p><strong>Keywords</strong>: Islamic financial literacy, BPRS, Society.</p>

scholarly journals Affective communication: a mixed method investigation into COVID-19 outbreak communication using the Taiwanese government Facebook page

2021 ◽  
pp. 175797592110035
Author(s):  
Chia Yu Lien ◽  
Yun-Hsuan Wu
Keyword(s):  
Social Media ◽  
Mixed Method ◽  
Health Authority ◽  
Disease Outbreak ◽  
Government Agencies ◽  
Affective Communication ◽  
Frontline Workers ◽  
The Public ◽  
Qualitative And Quantitative ◽  
Quantitative Results

The COVID-19 outbreak has created an unprecedented challenge for governments to convey information to the public, and social media has become a critical method of COVID-19 communication in Taiwan. Objectives: This study examines a total of 1128 Facebook posts published by Taiwan’s principal health authority from December 1, 2019 to May 31, 2020. Methods: Using both qualitative and quantitative approaches, this study investigates strategies used by the Taiwan government to communicate the COVID-19 outbreak and public responses toward these strategies. Result: Novel uses of Facebook posts on outbreak communication were identified, including solidarity, reviews of actions, press conferences, and the use of animal and cartoon images. Quantitative results showed that the public responded significantly more frequently to messages generating positive affects, such as posts that reviewed government actions and public efforts; posts that expressed thanks, approval, or comradeship; and posts that paired text with photographs of frontline workers or cute animals. Conclusion: These results suggest that, amid a disease outbreak, the public not only look for updated situations and guidelines but also for affective affirmation from government agencies.

scholarly journals Strategi Bauran Promosi dalam Sosialisasi Lagu Anak: Studi Kasus Album Penyanyi Cilik Naura

2017 ◽  
Vol 2 (1) ◽  
pp. 91-108
Author(s):  
Dwi Okta Renanda
Keyword(s):  
Social Media ◽  
Qualitative Data ◽  
Direct Marketing ◽  
Sales Promotion ◽  
Promotion Strategy ◽  
Public Response ◽  
The Public ◽  
The People ◽  
Children's Songs ◽  
Use Of Social Media

Perkembangan lagu anak di Indonesia mengalami dinamika yang berbeda dari tahun ke tahun. Era 90-an merupakan puncak dimana lagu anak mendapat perhatian yang lebih dari masyarakat Indonesia. Namun kondisi tersebut berbeda dengan keadaan lagu anak sekarang. Sudah tidak banyak lagi penyanyi-penyanyi cilik yang tampil di televisi dan berkurangnya lagu-lagu yang sesuai untuk anak yang kaya akan pesan pendidikan dan nasionalis. Hal ini dikarenakan sudah tidak banyak label rekaman yang memberikan wadah bagi penyanyi cilik dan adanya anggapan bahwa lagu anak kurang laku. Objek penelitian ini adalah album penyanyi cilik Naura dengan topik strategi promosi dan sosialisasi lagu anak. Penelitian ini bertujuan untuk mengkaji strategi bauran promosi album penyanyi cilik Naura dan mengetahui tanggapan masyarakat terhadap album penyanyi cilik Naura. Pendekatan yang dilakukan dalam penelitian ini adalah metode kualitatif dengan data tambahan sebagai pelengkap dari data kuantitatif berupa pemaparan presentase. Data kualitatif didapat dari 3 orang narasumber dan data kualitatif diperoleh dari 34 responden yang merupakan followers Instagram Naura. Hasil yang diperoleh, manajemen Naura menggunakan semua alat bauran promosi, meliputi periklanan, promosi penjualan, publisitas, penjualan perseorangan dan pemasaran langsung. Sedangkan alat promosi utama yang digunakan adalah pemasaran langsung yang difokuskan pada penggunaan media sosial. Hal ini disebabkan karena mayoritas peggemar Naura adalah anak-anak dan remaja yang memiliki akun media sosial. The development of children's songs in Indonesia experienced different dynamics from year to year. The 90's is the peak where the children's song gets more attention from the people of Indonesia. But the condition is different from the state of the child's song now. There are not many singers-singers who appear on television and reduced the appropriate songs for children who are rich in educational and nationalist messages. This is because there are not many record labels that provide a container for the little singers and the assumption that the child's song is less salable.The object of this research is Naura little singer album with the topic of promotion strategy and socialization of children song. This study aims to examine the promotion mix strategy of Naura's little singer album and to know the public response to Naura's little singer album. The approach taken in this research is qualitative method with additional data as complement of quantitative data in the form of presentation of percentage. Qualitative data were obtained from 3 resource persons and qualitative data were obtained from 34 respondents who were followers Instagram Naura. The results obtained, Naura's management uses all promotional mix tools, including advertising, sales promotion, publicity, individual sales and direct marketing. While the main promotional tool used is direct marketing that is focused on the use of social media. This is because the majority of Naura's fans are children and adolescents who have social media accounts.

scholarly journals Analysis of Social Media Users Sentiments against Omnibus Law Based on Hashtags on Twitter

SISTEMASI ◽  
2022 ◽  
Vol 11 (1) ◽  
pp. 197
Author(s):  
Okta Fanny ◽  
Heri Suroyo
Keyword(s):  
Social Media ◽  
Sentiment Analysis ◽  
Main Topic ◽  
Accuracy Score ◽  
Test Results ◽  
Bayes Classifier ◽  
The Public ◽  
Average Accuracy ◽  
Positive Sentiment ◽  
Negative Sentiment

From the research that has been done, it can be concluded that Sentiment Analysis can be used to know the sentiment of the public, especially Twitter netizens against omnibus law. After the sentiment analysis, it looks neutral artmen with the largest percentage of 55%, then positive sentiment by 35% and negative sentiment by 10%. The results of the analysis showed that the Naïve Bayes Classifier method provides classification test results with accuracy in Hashtag Pro with an average accuracy score of 92.1%, precision values with an average of 94.8% and recall values with an average of 90.7%. While Hashtag Counter For data classification, with an average accuracy value of 98.3%, precision value with an average of 97.6% and recall value with an average of 98.7%. The result of text cloud analysis conducted on a combination of hashtags both Hashtag pros and Hashtags cons, the dominant word appears is Omnibus Law which means that all hashtags in scrap is really discussing the main topic that is about Omnibus Law

scholarly journals Prinsip-Prinsip Etika Kristiani Bermedia Sosial

2021 ◽  
Vol 1 (1) ◽  
pp. 56-68
Author(s):  
Simon Simon ◽  
Tan Lie Lie ◽  
Heppy Wenny Komaling
Keyword(s):  
Social Media ◽  
Public Space ◽  
Hate Speech ◽  
Christian Ethics ◽  
Media Ethics ◽  
Literature Study ◽  
The Public ◽  
Study Approach ◽  
The People ◽  
At Will

Indonesian netizens are often labeled as social media users at will without heeding politeness when interacting. This assessment is further confirmed by a survey conducted by Microsoft,  that Medsos users are labeled as netizens with the worst politeness level for Southeast Asia scale. The predicate is certainly aimed at allreligius netizens without emphasizing certain beliefs. The low politeness indicates the lack of social media ethics applied by the people of the country. Ironically, Indonesia is known as areligius and civilized country, it seems invisible if you look at the behavior of netizens who are. The method used in this paper is descriptive qualitative method with a literature study approach. The description of this topic religion certainly teaches how politeness and politeness in the public space are displayed especially in social media, because politeness is an indikator we are called ethical or not. The principle of Christian ethics teaches that when using social media what a believer must do is not to do body shaming with other online media users, or not to comment racistically. Because God does not differentiate between fellow humans by loving one and not loving another just because humans are different physically, race or nation. The next principle of Christian ethics in social media is not to argue theologically and not to spit negative things. The goal is to avoid quarrels, let alone hate speech. Netizen Indonesia kerap di cap sebagai pengguna media sosial sesuka hati tanpa mengindahkan kesantunan ketika berinteraksi. Penilaian ini makin dipertegas melalui survei yang dilakukan oleh Microsoft,  bahwa pengguna Medsos dilabeli sebagai netizen dengan tingkat kesopanan paling buruk untuk skala Asia Tenggara. Predikat itu tentu ditujukan kepada semua netizen yang beragama tanpa menitik-beratkan keyakinan tertentu. Rendahnya kesopanan menandakan kurangnya etika bermedia sosial diterapkan oleh masyarakat tanah air. Ironisnya, Indonesia yang di kenal sebagai negara yang religius dan beradab, hal itu seakan tidak terlihat bila melihat perilaku netizen yang bar-bar. Metode yang digunakan dalam tulisan ini adalah metode kualitatif deskriftif dengan pendekatan studi kepustakaan. Uraian dari topik ini agama tentu mengajarkan bagaimana kesopanan dan kesantunan di ruang publik ditampilkan terlebih dalam bermedia sosial, karena kesopanan itu merupakan indikator kita di sebut beretika atau tidak. Prinsip etika Kristiani mengajarkan bahwa ketika bermedia sosial  yang  harus dilakukan orang Kristen  adalah tidak melakukanbody shaming kesesama pengguna media online, maupun tidak berkomentar secara rasis. Karena Allah tidak membeda-bedakan sesama manusia dengan mengasihi yang satu dan tidak mengasihi yang lain hanya karena manusia itu berbeda secara fisik, ras atau bangsa. Prinsip etika Kristiani berikutnya dalam bermedia sosial adalah tidak berdebat secara teologis dan tidak mengumbar hal negatif. Tujuannya  agar tidak terjadi pertengkaran apalagi ujaran kebencian.

scholarly journals Thol tamil samugathil Palli Sol Keatal

2021 ◽  
Vol 3 (S-1) ◽  
pp. 183-187
Author(s):  
Kalaiselvan P
Keyword(s):  
Tamil Nadu ◽  
Human Life ◽  
Beliefs And Practices ◽  
The Public ◽  
The People ◽  
The World ◽  
Long Time ◽  
Ancient Times

Different beliefs and practices are found in human life from birth to death. These beliefs are created by the people and are followed and protected by the mother’s community. Man has been living with nature since ancient times. Beliefs appeared in natural human life. Hope can be traced back to ancient Tamils and still prevails in Tamil Nadu today. The hope of seeing the omen in it is found all over the world. Proverbs show that people have faith in omens. Our ancestors wrote the book 'Gauli Shastri' because the lizard omen is very important in our society. The word lizard played a major role in Tamil life during the Sangam period. It is possible to know that people have lived by the benefit of the lizard. There is hope from the public that the sound of the lizard will predict what will happen next. The purpose of this article is to illustrate the lizard word that has been around for a long time in folklore.

scholarly journals Sentiment Analysis of Impact of Technology on Employment from Text on Twitter

2020 ◽  
Vol 14 (07) ◽  
pp. 88
Author(s):  
Shahzad Qaiser ◽  
Nooraini Yusoff ◽  
Farzana Kabir Ahmad ◽  
Ramsha Ali
Keyword(s):  
Machine Learning ◽  
Social Media ◽  
Social Issues ◽  
Support Vector ◽  
Ripple Effect ◽  
Learning Classifier ◽  
The People ◽  
Impact Of Technology ◽  
Negative Sentiment ◽  
The Impact

Many different studies are in progress to analyze the content created by the users on social media due to its influence and social ripple effect. Various content created on social media has pieces of information and user’s sentiments about social issues. This study aims to analyze people’s sentiments about the impact of technology on employment and advancements in technologies and build a machine learning classifier to classify the sentiments. People are getting nervous, depressed and even doing suicides due to unemployment; hence, it is essential to explore this relatively new area of research. The study has two main objectives 1) to preprocess text collected from Twitter concerning the impact of technology on employment and analyze its sentiment, 2) to evaluate the performance of machine learning Naïve Bayes (NB) classifier on the text. To achieve this, a methodology is proposed that includes 1) data collection and preprocessing 2) analyze sentiment, 3) building machine learning classifier and 4) compare the performance of NB and support vector machine (SVM). NB and SVM achieved 87.18% and 82.05% accuracy respectively. The study found that 65% of the people hold negative sentiment regarding the impact of technology on employment and technological advancements; hence people must acquire new skills to minimize the effect of structural unemployment.

The Emergence of Authenticity Talk and the Giving of Accounts: Conversion as Movement of the Soul in South India, ca. 1900

2013 ◽  
Vol 55 (1) ◽  
pp. 120-141 ◽  
Author(s):  
Rupa Viswanath
Keyword(s):  
Tamil Nadu ◽  
South India ◽  
Charles Taylor ◽  
The Public ◽  
Religious Conversions ◽  
Indian State ◽  
Public Scrutiny ◽  
The Stability ◽  
Public Imagination ◽  
Legal Interventions

AbstractIn 2002, the Indian state of Tamil Nadu passed a law that illustrates the centrality of what may be called “authentic religious selves” to postcolonial Indian statecraft. It banned religious conversions brought about by what it termed “material allurement,” and it especially targeted those who might attempt to convert impoverished Dalits, descendants of unfree laborers who now constitute India's lowest castes. Conversion, thus conceived, is itself founded upon the idea that the self must be autonomous; religion ought to be freely chosen and not brought about by “allurement.” Philosophers like Charles Taylor have provided accounts of how selfhood of this kind became lodged in the Western imaginaire, but how was it able to take hold in very different social configurations, and to what effect? By attending to this more specific history, this essay brings a correlated but widely overlooked question to center stage: under what distinctive circumstances are particular selves called upon to actively demonstrate their autonomy and authenticity by divulging putatively secreted contents? In colonial South India, I will argue, the problem of authentic conversion only captured the public imagination when Dalit conversions to Christianity in colonial Madras threatened the stability of the agrarian labor regimes to which they were subject. And today, as in nineteenth-century Madras, it is Dalit selfhood that remains an object of intense public scrutiny and the target of legal interventions.

A Social Media Manifesto

2014 ◽  
Vol 20 (1) ◽  
Author(s):  
Peter J. Pitts
Keyword(s):  
Social Media ◽  
Los Angeles ◽  
Public Good ◽  
Bottom Line ◽  
The Public ◽  
The People ◽  
Healthcare Marketing ◽  
The One ◽  
Hard Place

The role of marketing communications is to advance the bottom line and the public good – and not necessarily in that order. Giving back is an integral part of the New Normal. And there has never been a better tool to accomplish this mission than social media.But healthcare marketing –and particularly of the regulated variety --is between a rock and a hard place. On the one hand, marketers understand the importance and opportunity in social media. It’s where the people are. It’s where the action is. But then there are all those pesky regulatory concerns.As Walter O’Malley –the man who moved the Brooklyn Dodgers to Los Angeles once commented, “The future is just one damn thing after another.”

scholarly journals Sentiments and Perceptions of Business Respondents on Social Media: an Exploratory Analysis

2015 ◽  
Vol 31 (2) ◽  
pp. 283-304 ◽  
Author(s):  
Vanessa Torres van Grinsven ◽  
Ger Snijkers
Keyword(s):  
Social Media ◽  
Social Structure ◽  
Media Studies ◽  
Exploratory Analysis ◽  
Statistical Institute ◽  
The People ◽  
The Social ◽  
Survey Participation ◽  
Business Survey ◽  
Negative Sentiment

Abstract The perceptions and sentiments of business respondents are considered important for statistical bureaus. As perceptions and sentiments are related to the behavior of the people expressing them, gaining insights into the perceptions and sentiments of business respondents is of interest to understand business survey response. In this article we present an exploratory analysis of expressions in the social media regarding Statistics Netherlands. In recent years, social media have become an important infrastructure for communication flows and thus an essential network in our social structure. Within that network participants are actively involved in expressing sentiments and perceptions. The results of our analysis provide insights into the perceptions and sentiments that business respondents have of this national statistical institute and specifically its business surveys. They point towards the specific causes that have led to a positive or a negative sentiment. Based on these results, recommendations aimed at influencing the perceptions and sentiments will be discussed, with the ultimate goal of stimulating survey participation. We also suggest recommendations regarding social media studies on sentiments and perceptions of survey respondents.

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