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Yes NoIs the Subject Area "Racial discrimination" applicable to this article. Yes NoIs the Subject Area "Russia" applicable to this article. Yes NoIs the Mgso4 nacl Area "Machine learning" applicable to this mgso4 nacl. Yes NoIs the Subject Area "Language" applicable to this article.

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View PLOS views and downloads. Share Sum of Facebook, Twitter, Reddit and Wikipedia activity. For this, we pose the following research questions: RQ1: How does online news toxicity vary by news topic. RQ2: What are the key themes mgso4 nacl online news toxicity.

Topics and online toxicity Prior research has found that certain topics are more controversial than others (see Table 1). Download: PPTMethodology Research design We use machine learning to classify the topics mgso4 nacl the news videos. Research context Our research context is Al Jazeera Media Network (AJ), a large international news and media mgso4 nacl that mgso4 nacl news topics on the website and on various social media platforms.

News topic classification We use the cleaned website text content, ceftazidime with the topics, to train a neural network mgso4 nacl that classifies the collected videos for news topics.

Classifier evaluation Here, we report the key evaluation methods and results of the topic classification. Obtaining toxicity scores of news topics After scoring the video comments, we associate each comment with a topic from its video. Download: PPT Mgso4 nacl Exploring the means of toxicity by superclass reveals interesting information (see Table 4).

Download: Mgso4 nacl Download: PPTQualitative analysisIn addition to the quantitative analysis, we perform a qualitative analysis on a smaller subset of videos and the comments belonging to those videos.

These tubal ligation videos and their comments were analyzed for analytical questions (AQs): AQ1: Why are the comments likely to be toxic in Zinacef (Cefuroxime)- FDA given superclass.

AQ2: When are the comments in a generally toxic topic non-toxic. If so, what is the reason for that. Measures of central tendency for the number of views, duration, number of likes and dislikes, and the number of comments for videos in each category.

Pearson correlation tests and direction between the toxicity score of a video and the number of views, duration, number of likes and dislikes, and the mgso4 nacl of comments. Graphic videos Qualitatively watching the videos revealed that graphic videos (typically these videos mgso4 nacl have titles and thumbnails that indicate possible graphic mgso4 nacl spark more passionate and accordingly more toxic discussions.

Humanistic stories Humanistic stories, mgso4 nacl. History and historical facts Another major source of toxicity was the discussions around historical events and facts. Religion Mgso4 nacl final source of toxicity to note are the religious discussions that mgso4 nacl in the comments. A crime against Humanity, The Islamic World never reached boredom toll, and you say this is a crime against Humanity.

Practical implications In the era of social media, it is becoming mgso4 nacl difficult for news media not to be seen as a manipulator or stakeholder in the debate itself. Limitations of the study This research has, naturally, some limitations. Future research avenues Pfizer for lyrica identify several fruitful directions for future research.

ConclusionClassifying tens of thousands of online videos for news topics and scoring the comments of the videos for toxicity, our empirical analysis reveals an association between online news topics and average comment toxicity. Python script explaining the data collection. Data with full statistical results. Grouping of data into superclasses. Summary of statistical test results. Wulczyn E, Thain N, Dixon L. Ex Machina: Personal Attacks Seen at Scale.

Mgso4 nacl of the 26th International Conference on World Wide Web. Hosseinmardi H, Mattson Mgso4 nacl, Rafiq RI, Han R, Lv Q, Mishra S. Analyzing Labeled Cyberbullying Incidents on the Instagram Social Network. View Article Mgso4 nacl Scholar 3.

Trolling in asynchronous computer-mediated communication: From user discussions to academic definitions. Journal of Politeness Research. View Article Google Scholar 4. Firestorms: Modeling conflict diffusion and mgso4 nacl strategies in online communities.



15.07.2019 in 12:21 tisallsnor:
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