The Evocative and Persuasive Power of Loaded Words in the Political Discourse on Drug Reform
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Lesson 2-Resource 2.2 Propaganda Techniques
ELA Grade 6 Plugging into Propaganda, Lesson 2 Resource 2.2 Propaganda Techniques “Propaganda Techniques,” Holt Literature & Language Arts, Introductory Course, 2003, pp. 643-645 1 Propaganda techniques appeal more to your emotions than to common sense or logic. Like persuasive techniques, they are used to convince you to think, feel, or act a certain way. The difference is that a propagandist, a person who uses propaganda techniques, does not want you to think critically about the message. 2 For example, when you hear the name of a product or see its logo* associated with your favorite football team, your excitement for that team is being used to sell that product. If you connect your excitement about the team with the product enough times, this propaganda technique, known as transfer, may eventually persuade you to buy the product. Your decision would be based not on logical reasons for buying the product but on your emotional response to the propaganda technique. 3 The following chart gives definitions and examples of other common propaganda techniques found in television ads and programs. As you watch TV, look for the given clues to identify these techniques in every kind of programming you watch. PROPAGANDA TECHNIQUES USED ON TELEVISION Techniques Clues Examples Bandwagon tries to convince you Listen for slogans that use the While being interviewed on a talk to do something or believe words everyone, everybody, all, or show, an author might encourage something because everyone else in some cases, nobody. viewers to join the thousands of does. other people who have benefited from his new diet book. -
Maternal Activism
1 Biography as Philosophy The Power of Personal Example for Transformative Theory As I have written this book, my kids have always been present in some way. Sometimes, they are literally present because they are beside me playing, asking questions, wanting my attention. Other times, they are present in the background of my consciousness because I’m thinking about the world they live in and the kind of world I want them to live in. Our life together is probably familiar to many U.S. middle-class women: I work full-time, the kids go to school full time, and our evenings and weekends are filled with a range of activities with which we are each involved. We stay busy with our individual activities, but we also come together for dinner most nights, we go on family outings, and we enjoy our time together. As much time as I do spend with my kids, I constantly feel guilty for not doing enough with them since I also spend significant time preparing for classes, grading, researching, and writing while I’m with them. Along with many other women, I feel the pressure of trying and failing to balance mothering and a career. Although I feel as though I could be a better mother and a bet- ter academic, I also have to concede that I lead a privileged life as a woman and mother. Mothers around the world would love to have the luxury of providing for their children’s physical and mental well-being. In the Ivory Coast and Ghana, children are used as slave labor to harvest cocoa beans for chocolate (Bitter Truth; “FLA Highlights”; Hawksley; The Food Empowerment Project). -
Fake News Detection for the Russian Language
Fake news detection for the Russian language Gleb Kuzmin∗ Daniil Larionov∗ Moscow Institute of Physics and Technology Federal Research Center / Dolgoprudny, Russia ”Computer Science and Control” [email protected] / Moscow, Russia [email protected] Dina Pisarevskaya∗ Ivan Smirnov Federal Research Center Federal Research Center ”Computer Science and Control” ”Computer Science and Control” / Moscow, Russia / Moscow, Russia [email protected] [email protected] Abstract In this paper, we trained and compared different models for fake news detection in Russian. For this task, we used such language features as bag-of-n-grams and bag of Rhetorical Structure Theory features, and BERT embeddings. We also compared the score of our models with the human score on this task and showed that our models deal with fake news detection better. We investigated the nature of fake news by dividing it into two non-overlapping classes: satire and fake news. As a result, we obtained the set of models for fake news detection; the best of these models achieved 0.889 F1-score on the test set for 2 classes and 0.9076 F1-score on 3 classes task. 1 Introduction Fake news detection becomes a more significant task. It is connected with an increasing number of news in media and social media. To prevent rumors and misinformation from spreading in this news, we need to have a system able to detect fake news. It also could be useful because it’s hard for people to recognize fake news. Approaches to this task are being developed for English. However, fake news texts can be written originally in different ’source’ languages, i.e. -
Neural Architectures for Fine-Grained Propaganda Detection in News
Neural Architectures for Fine-Grained Propaganda Detection in News Pankaj Gupta1,2, Khushbu Saxena1, Usama Yaseen1,2, Thomas Runkler1, Hinrich Schutze¨ 2 1Corporate Technology, Machine-Intelligence (MIC-DE), Siemens AG Munich, Germany 2CIS, University of Munich (LMU) Munich, Germany [email protected] | [email protected] Abstract techniques in news articles at sentence and frag- ment level, respectively and thus, promotes ex- This paper describes our system (MIC-CIS) plainable AI. For instance, the following text is a details and results of participation in the propaganda of type ‘slogan’. fine-grained propaganda detection shared task Trump tweeted: ‘`BUILD THE WALL!" 2019. To address the tasks of sentence (SLC) | {z } and fragment level (FLC) propaganda detec- slogan tion, we explore different neural architectures Shared Task: This work addresses the two (e.g., CNN, LSTM-CRF and BERT) and ex- tasks in propaganda detection (Da San Mar- tract linguistic (e.g., part-of-speech, named en- tino et al., 2019) of different granularities: (1) tity, readability, sentiment, emotion, etc.), lay- Sentence-level Classification (SLC), a binary clas- out and topical features. Specifically, we have sification that predicts whether a sentence con- designed multi-granularity and multi-tasking tains at least one propaganda technique, and (2) neural architectures to jointly perform both the Fragment-level Classification (FLC), a token-level sentence and fragment level propaganda de- (multi-label) classification that identifies both the tection. Additionally, we investigate different ensemble schemes such as majority-voting, spans and the type of propaganda technique(s). relax-voting, etc. to boost overall system per- Contributions: (1) To address SLC, we de- formance. -
Media Bias, the Social Sciences, and NLP: Automating Frame Analyses to Identify Bias by Word Choice and Labeling
Media Bias, the Social Sciences, and NLP: Automating Frame Analyses to Identify Bias by Word Choice and Labeling Felix Hamborg Dept. of Computer and Information Science University of Konstanz, Germany [email protected] Abstract Even subtle changes in the words used in a news text can strongly impact readers’ opinions (Pa- Media bias can strongly impact the public per- pacharissi and de Fatima Oliveira, 2008; Price et al., ception of topics reported in the news. A dif- 2005; Rugg, 1941; Schuldt et al., 2011). When re- ficult to detect, yet powerful form of slanted news coverage is called bias by word choice ferring to a semantic concept, such as a politician and labeling (WCL). WCL bias can occur, for or other named entities (NEs), authors can label example, when journalists refer to the same the concept, e.g., “illegal aliens,” and choose from semantic concept by using different terms various words to refer to it, e.g., “immigrants” or that frame the concept differently and conse- “aliens.” Instances of bias by word choice and label- quently may lead to different assessments by ing (WCL) frame the referred concept differently readers, such as the terms “freedom fighters” (Entman, 1993, 2007), whereby a broad spectrum and “terrorists,” or “gun rights” and “gun con- trol.” In this research project, I aim to devise of effects occurs. For example, the frame may methods that identify instances of WCL bias change the polarity of the concept, i.e., positively and estimate the frames they induce, e.g., not or negatively, or the frame may emphasize specific only is “terrorists” of negative polarity but also parts of an issue, such as the economic or cultural ascribes to aggression and fear. -
Classification of Propaganda on Fragment Level: Using Logistic Regression with Handcrafted Contextual Features
Classification of Propaganda on Fragment Level: Using Logistic Regression with Handcrafted Contextual Features Author Supervisor S. (Sylvain) Maissan Dong Nguyen Second Examiner Frans Adriaans June 26, 2020 1 Abstract Propaganda in the media has become a rising problem, especially after automation. The ease of which propaganda can be created and spread is astonishing. A way to combat this is an automated propaganda detection system. The goal of fine-grained propaganda detection is to determine whether a given sentence uses a propaganda technique, or to recognize which techniques are used on the fragment level. In this paper we try to analyze the effects of contextual features on the fragment level when training a propaganda classifier. Using a logistic regression model I created some handcrafted features that solely depend on contextual information. The results showed no significant impact on the performance. The features based on the propagandistic fragment itself prove to be the top features in this setting. In future research it is recommended to create either more complex contextual features or to create features that are able to discern whether the fragment is Loaded Language or Name Calling. Keywords: Propaganda Classification, Fragment Level, Contextual Features, 2 Contents 1. Introduction 4 2. Related Work 6 3. Datasets 8 4. Methods 11 4.1. Preprocessing 11 4.2. Features 12 4.3. Baseines 14 4.4. Evaluation 15 5. Results 16 6. Discussion 18 7. Conclusion 19 3 1 Introduction Propaganda aims at influencing people’s mindset with the purpose of advancing a specific agenda. It uses psychological and rhetorical techniques to persuade the public. -
Angel Or Devil? a Privacy Study of Mobile Parental Control Apps
Proceedings on Privacy Enhancing Technologies ..; .. (..):1–22 Álvaro Feal*, Paolo Calciati, Narseo Vallina-Rodriguez, Carmela Troncoso, and Alessandra Gorla Angel or Devil? A Privacy Study of Mobile Parental Control Apps Abstract: Android parental control applications are 1 Introduction used by parents to monitor and limit their children’s mobile behaviour (e.g., mobile apps usage, web brows- The dependency of society on mobile services to per- ing, calling, and texting). In order to offer this service, form daily activities has drastically increased in the last parental control apps require privileged access to sys- decade [81]. Children are no exception to this trend. Just tem resources and access to sensitive data. This may in the UK, 47% of children between 8 and 11 years of age significantly reduce the dangers associated with kids’ have their own tablet, and 35% own a smartphone [65]. online activities, but it raises important privacy con- Unfortunately, the Internet is home for a vast amount cerns. These concerns have so far been overlooked by of content potentially harmful for children, such as un- organizations providing recommendations regarding the censored sexual imagery [20], violent content [91], and use of parental control applications to the public. strong language [51], which is easily accessible to minors. We conduct the first in-depth study of the Android Furthermore, children may (unawarely) expose sensitive parental control app’s ecosystem from a privacy and data online that could eventually fall in the hands of regulatory point of view. We exhaustively study 46 apps predators [2], or that could trigger conflicts with their from 43 developers which have a combined 20M installs peers [30]. -
The Theory of Dyadic Morality: © 2017 by the Society for Personality and Social Psychology, Inc
PSRXXX10.1177/1088868317698288Personality and Social Psychology ReviewSchein and Gray 698288research-article2017 Article Personality and Social Psychology Review 1 –39 The Theory of Dyadic Morality: © 2017 by the Society for Personality and Social Psychology, Inc. Reprints and permissions: Reinventing Moral Judgment by sagepub.com/journalsPermissions.nav DOI:https://doi.org/10.1177/1088868317698288 10.1177/1088868317698288 Redefining Harm pspr.sagepub.com Chelsea Schein1 and Kurt Gray1 Abstract The nature of harm—and therefore moral judgment—may be misunderstood. Rather than an objective matter of reason, we argue that harm should be redefined as an intuitively perceived continuum. This redefinition provides a new understanding of moral content and mechanism—the constructionist Theory of Dyadic Morality (TDM). TDM suggests that acts are condemned proportional to three elements: norm violations, negative affect, and—importantly—perceived harm. This harm is dyadic, involving an intentional agent causing damage to a vulnerable patient (A→P). TDM predicts causal links both from harm to immorality (dyadic comparison) and from immorality to harm (dyadic completion). Together, these two processes make the “dyadic loop,” explaining moral acquisition and polarization. TDM argues against intuitive harmless wrongs and modular “foundations,” but embraces moral pluralism through varieties of values and the flexibility of perceived harm. Dyadic morality impacts understandings of moral character, moral emotion, and political/cultural differences, and provides research guidelines for moral psychology. Keywords morality, social cognition, judgment/decision making, moral foundations theory, values The man intentionally gished the little girl, who cried. Kellogg, 1890, p. 233). The creator of Kellogg’s cereal Gish is not a real word, but when people read this sentence, was claiming that masturbation was morally wrong they automatically judge the man to be doing something because of the harm it caused. -
Social Work and the Rights of the Child
International Federation of Social Workers Social Work and the Rights of the Child A Professional Training Manual on the UN Convention Front-page photo: UNICEF/DO179-0001/Rotner Print: Fischer AG für Data und Print, CH-3110 Münsingen, Switzerland IFSW Manual: Social Work and the Rights of the Child SOCIAL WORK AND THE RIGHTS OF THE CHILD A Professional Training Manual on the UN Convention 1 INTRODUCTION 4 2 BACKGROUND 5 3 A COMMITMENT TO CHILDREN’S HUMAN RIGHTS 7 4 MAKING SENSE OF THE CONVENTION ON THE RIGHTS OF THE CHILD 10 I GENERAL MEASURES OF IMPLEMENTATION 11 (Articles 4, 42 and 44) A Comprehensive review of legislation, policy and practice 11 B Permanent mechanisms to ensure implementation 11 C Budgetary analysis and allocation of necessary resources 11 D Promoting the Convention to professionals and to the public 11 E The role of social workers in promoting full compliance with the Convention 11 II DEFINITION OF THE CHILD 15 (Article 1) Variations in national legislation, minimum ages and the application of the Convention in relation to: A Civil Law 16 B Criminal Law 16 C Constitutional Law 17 D Employment Law 17 E Rights to know biological origins 19 F Access to education 19 G Sexual consent and marriage 20 H Voluntary and forced conscription into the armed forces 21 I Religious freedom 21 J Use of alcohol and other controlled substances 22 III GENERAL PRINCIPLES 24 A Non-discrimination (art 2) 24 B Best interests of the child (art 3) 25 C Respect for the views of the child (art 12) 29 IV SURVIVAL AND DEVELOPMENT 30 (Article 6) 1 IFSW Manual: Social Work and the Rights of the Child V BASIC HEALTH AND WELFARE 33 (Articles 6, 18 para 3, 23, 24, 26 and 27 paras 1-3) A Health and health services (art 24) 33 B Social security and child care services and facilities (articles 26 and 34 18 para. -
Euphemism and Language Change: the Sixth and Seventh Ages
Lexis Journal in English Lexicology 7 | 2012 Euphemism as a Word-Formation Process Euphemism and Language Change: The Sixth and Seventh Ages Kate Burridge Electronic version URL: http://journals.openedition.org/lexis/355 DOI: 10.4000/lexis.355 ISSN: 1951-6215 Publisher Université Jean Moulin - Lyon 3 Electronic reference Kate Burridge, « Euphemism and Language Change: The Sixth and Seventh Ages », Lexis [Online], 7 | 2012, Online since 25 June 2012, connection on 30 April 2019. URL : http:// journals.openedition.org/lexis/355 ; DOI : 10.4000/lexis.355 Lexis is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. Lexis 7: “Euphemism as a Word-Formation Process” 65 Euphemism and Language Change: The Sixth and Seventh Ages Kate Burridge1 Abstract No matter which human group we look at, past or present, euphemism and its counterpart dysphemism are powerful forces and they are extremely important for the study of language change. They provide an emotive trigger for word addition, word loss, phonological distortion and semantic shift. Word taBoo plays perpetual havoc with the methods of historical comparative linguistics, even undermining one of the cornerstones of the discipline – the arBitrary nature of the word. When it comes to taBoo words, speakers Behave as if there were a very real connection Between the physical shape of words and their taBoo sense. This is why these words are so unstaBle and why they are so powerful. This paper reviews the various communicative functions of euphemisms and the different linguistic strategies that are used in their creation, focusing on the linguistic creativity that surrounds the topic of ‘old age’ in Modern English (Shakespeare’s sixth and seventh ages). -
Sentiment Patterns in Videos from Left- and Right-Wing Youtube News Channels
Uphill from here: Sentiment patterns in videos from left- and right-wing YouTube news channels Felix Soldner1, Justin Chun-ting Ho2, Mykola Makhortykh3, Isabelle van der Vegt1, Maximilian Mozes1;4 and Bennett Kleinberg1;3 1University College London 2University of Edinburgh 3University of Amsterdam 4Technical University of Munich 1{felix.soldner, isabelle.vandervegt, bennett.kleinberg}@ucl.ac.uk [email protected], [email protected], [email protected] Abstract Netherlands) (Newman et al., 2018). The reasons for the growing online consumption of news are News consumption exhibits an increasing shift many: digital outlets provide higher interactivity towards online sources, which bring platforms such as YouTube more into focus. Thus, the and greater freedom of choice for news readers distribution of politically loaded news is eas- (Van Aelst et al., 2017), and the possibility to ac- ier, receives more attention, but also raises the cess them through mobile devices enables more concern of forming isolated ideological com- flexibility and convenience in consuming news munities. Understanding how such news is content (Schrøder, 2015). communicated and received is becoming in- Despite the multiple benefits associated with creasingly important. To expand our under- standing in this domain, we apply a linguistic "the digital turn" in news consumption, it also temporal trajectory analysis to analyze senti- raises concerns regarding possible changes in the ment patterns in English-language videos from societal role of news media (Coddington, 2015). news channels on YouTube. We examine tran- It has been established that there is a relationship scripts from videos distributed through eight between news consumption and the formation of channels with pro-left and pro-right political public agendas, including political attitudes of the leanings. -
Literature and Propaganda in George Orwell's Essays
LITERATURE AND PROPAGANDA IN GEORGE ORWELL'S ESSAYS Nina Sirkovi ć University of Split, Croatia [email protected] Abstract The paper explores the idea of manipulating language for the purpose of sending emotional messages and creating impressions in order to frame the reality to one's intentions. Among many other writers, George Orwell pointed out the social and political determination of literary writing and the author's responsibility in shaping the public opinion. In his essays, Orwell challenges the position of literature and art in general, concerning the society and political situation of his age. He questions the role of the writer in the age of totalitarianism, when the attitude to art is politically coloured and the integrity of the artist is threatened. The aim of the paper is to analyse several of Orwell's essays written between 1940 and 1949 in order to determine to what extent the relationship between art and politics is possible, provided that the artists still preserve their own sincerity and, as Orwell calls it “honest language“. Key-words: loaded language,literature, art, propaganda, totalitarianism. Introduction The world we live in is highly determined by the politics which influences our way of living, not only in a materialistic sense, but also determining in a great proportion our thinking, decision making and consequently, acting. Although loaded language is present in almost every aspect of human communication, politically loaded language can be dangerous since politics affects viewpoints of an enormous number of people, sometimes whole nations. Freely and Steinberg claim that loaded language provides many possibilities for obstacles to clear thinking.