Identifying Automated Accounts on Social Media

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Questions and Answers

What are some tell-tale signs of an automated account?

  • The account has a very detailed profile with a lot of information.
  • The account posts regularly with a consistent posting schedule.
  • The account has a large number of followers but only follows a handful of users. (correct)
  • The account interacts with other users frequently, engaging in conversations.

What is a way to detect fake profiles?

  • Analyzing the user's tweets for keywords like "spam" or "fake".
  • Verifying if the account has been active for a long time.
  • Searching for the user's name on other platforms to see if the profile is consistent. (correct)
  • Checking if the account has a verified badge.

What is the main point of "Attitude" section mentioned in the content?

  • To determine if the user's account is genuine or automated.
  • To gauge the user's overall sentiment through analyzing their use of emojis. (correct)
  • To identify the user's political stance based on their tweets.
  • To understand the user's personality traits through their tweets.

What is Botometer's scoring system, based on the provided content?

<p>A 0-5 scale, with numbers closer to 5 indicating a higher probability of a bot account. (C)</p> Signup and view all the answers

Why is it important to reverse-image search a profile photo?

<p>To discover other accounts using the same photo, possibly identifying fake profiles. (B)</p> Signup and view all the answers

Which of the following is NOT a type of Twitter bot, based on the provided information?

<p>Echo-chamber (A)</p> Signup and view all the answers

Which of the following is NOT mentioned as a platform similar to Twitonomy?

<p>Twitter (C)</p> Signup and view all the answers

What is the purpose of the "Activity Time" section?

<p>To identify the best time to reach the user. (B)</p> Signup and view all the answers

Why might analyzing tweet frequency alone be unreliable for identifying bots?

<p>Both A and B (D)</p> Signup and view all the answers

Besides the Botometer score, which other factor can be used to identify a potential bot account?

<p>The account's social network structure. (D)</p> Signup and view all the answers

Which of these factors contribute to suspicion of a bot?

<p>All of the above are suspicious factors. (D)</p> Signup and view all the answers

What is a red flag for potential spammers?

<p>Having a large number of followers but very few friends. (A)</p> Signup and view all the answers

What is the purpose of Botometer, as explained in the provided content?

<p>To identify and classify Twitter bots. (A)</p> Signup and view all the answers

What does a blue color on the Botometer indicate about an account?

<p>The account is highly likely to be human. (C)</p> Signup and view all the answers

What information is accessed and analyzed by Botometer to determine the bot score for an account?

<p>The user's public tweets and mentions. (C)</p> Signup and view all the answers

What type of bots are identified by the botwiki.org database?

<p>Self-declared bots (C)</p> Signup and view all the answers

What is the primary function of journalism, according to the text?

<p>To serve as an independent watchdog of power. (A)</p> Signup and view all the answers

What is the main difference between journalism and Media and Information Literacy (MIL) in terms of their focus?

<p>Journalism focuses on reporting facts, while MIL focuses on understanding how information is constructed and consumed. (A)</p> Signup and view all the answers

Which of the following is NOT a fundamental principle of MIL?

<p>Disseminating specific political messages to the public. (D)</p> Signup and view all the answers

How does MIL assist in the public discourse?

<p>By encouraging citizens to actively participate in discussions and dialogue. (B)</p> Signup and view all the answers

Which of the following is NOT a key principle of MIL as articulated by Alton Grizzle and Jagtar Singh for UNESCO?

<p>Technology should be used passively by people. (C)</p> Signup and view all the answers

What is the significance of the "5th Estate" in the context of MIL?

<p>It reflects the emergence of citizen journalism and independent media. (A)</p> Signup and view all the answers

How does MIL promote the comprehension of information and media?

<p>By encouraging individuals to consider diverse perspectives and sources of information. (B)</p> Signup and view all the answers

What is the implied connection between the fundamental principles of journalism and MIL?

<p>Both disciplines strive to empower citizens through critical engagement with information and its sources. (C)</p> Signup and view all the answers

What is a key characteristic of raw and unverified information?

<p>Information that is not yet confirmed by reliable sources. (D)</p> Signup and view all the answers

Which of the following is a reason to be cautious about sharing information online?

<p>All of the above. (D)</p> Signup and view all the answers

Why is it crucial to consider the potential audience when sharing information online?

<p>All of the above. (D)</p> Signup and view all the answers

What is the significance of acknowledging the original creators of content when sharing it online?

<p>All of the above. (D)</p> Signup and view all the answers

Which of the following is a characteristic of verified information?

<p>Information presented by credible sources with evidence to support its claims. (D)</p> Signup and view all the answers

According to the content, what is the main takeaway regarding the importance of media literacy?

<p>All of the above. (D)</p> Signup and view all the answers

What is the core message about information sharing in the content?

<p>Sharing information online should be approached with caution and responsibility. (A)</p> Signup and view all the answers

What is the primary concern regarding the impact of online information sharing?

<p>All of the above. (D)</p> Signup and view all the answers

What is a key factor that fact-checkers and journalists consider before prioritizing content for verification?

<p>The number of shares on social media (D)</p> Signup and view all the answers

Which of the following is NOT a reason why flagging content for verification is often not enough?

<p>Flagged content is often readily identifiable as misinformation. (C)</p> Signup and view all the answers

What is the primary purpose of fact-checking?

<p>To correct inaccuracies and misleading information. (D)</p> Signup and view all the answers

The text mentions that fact-checkers follow the ABC method. What does "ABC" stand for in this context?

<p>Accuracy, Background, Context (B)</p> Signup and view all the answers

What type of information does the text suggest fact-checkers should prioritize for verification?

<p>All of the above. (D)</p> Signup and view all the answers

Which of the following is a factor that fact-checkers use to determine the relevance of information?

<p>All of the above. (D)</p> Signup and view all the answers

What does the text suggest about the first step in the verification process?

<p>Investigating the content systematically. (B)</p> Signup and view all the answers

What is the primary focus of verification when content is presented in a written format?

<p>Checking the accuracy of claims. (B)</p> Signup and view all the answers

Which of the following is NOT a benefit of Media and Information Literacy (MIL)?

<p>It emphasizes the importance of blindly accepting all information presented to you. (B)</p> Signup and view all the answers

What is the main idea of the text regarding the relationship between media and information literacy?

<p>The qualities of the media used influence the type and amount of information conveyed. (A)</p> Signup and view all the answers

What does critical thinking enable individuals to do?

<p>Evaluate information and form evidence-based conclusions. (D)</p> Signup and view all the answers

Which of the following questions is NOT a key question to consider when applying Media and Information Literacy?

<p>What are the personal experiences of the person presenting this information? (B)</p> Signup and view all the answers

How does Media and Information Literacy affect the process of forming opinions?

<p>It encourages individuals to consider various perspectives and form informed opinions. (D)</p> Signup and view all the answers

What is the main purpose of applying critical thinking skills to media and information?

<p>To identify and distinguish information with evidence from claims without evidence. (A)</p> Signup and view all the answers

Which of the following is NOT a factor that influences how much information can be conveyed through a specific medium?

<p>The individual's personal interpretation of the content. (A)</p> Signup and view all the answers

What is the primary reason it's essential to be media and information literate?

<p>To critically evaluate and understand the information we consume. (B)</p> Signup and view all the answers

Flashcards

Flagged Content

Content identified as potentially misleading or false that requires further action before verification.

Verification in Fact-Checking

The process that requires time, money, and resources to confirm the accuracy of information.

Public Information

Information disseminated to the public via various communication channels.

Public-Interest Information

Information that is relevant and essential to the public’s well-being.

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Relevance Discernment

The process of determining what information is significant to the public.

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Content Investigation

The initial step in verifying fact, involving systematic examination of content.

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ABC Method

A systematic technique commonly used in content investigation before verification.

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Content Formats

Different types of media through which information is presented, such as written, audio, video, graphics.

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Retweets

Sharing someone else's tweet to your followers on Twitter.

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Activity Time

The specific times when a user is most active on social media.

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Profile Checklist

A method to identify automated or bot accounts by analyzing the profile.

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Reverse-image search

A technique to check if a user's photo is stolen from someone else.

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Spotting Spammers

Identifying users who engage in spammy behavior or are automated accounts.

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Bot Accounts

Automated accounts often used for spamming or misinformation.

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Emotion Scan

Analyzing tweets to count positive versus negative feelings expressed.

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Name Variations

Different forms of a name used to mislead or impersonate others online.

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Botometer

A tool that analyzes Twitter accounts to assess bot likelihood.

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Botometer Scale

Scores range from 0 to 5; higher scores indicate more bot-like behavior.

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Red Section

Indicates a high likelihood of the account being a bot.

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Blue Section

Indicates a low chance of the account being a bot.

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Data Sources

Botometer uses public profiles and tweets from the Twitter API for analysis.

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Types of Twitter Bots

Botometer identifies various types including spam and financial bots.

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Machine Learning Algorithm

Botometer uses this to calculate bot scores by comparing account features.

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Temporal Activity Patterns

Analyzes the timing of tweets to help identify bot behavior.

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Media Techniques

Techniques used to grab attention and relay messages in media.

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Image Manipulation

Altering images using techniques like lighting or photo editing.

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Critical Thinking

Evaluating information carefully to form evidence-based conclusions.

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Media Literacy

The ability to access, analyze, evaluate, and create media.

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Credibility Assessment

The process of determining if information is trustworthy.

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Audience Perspective

Understanding different viewpoints based on media content.

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Responsible Sharing

Encouraging careful distribution of accurate information.

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Genre Expectations

Understanding the standards and norms of different media formats.

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Truth in Journalism

Journalism's first obligation is to report the truth.

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Citizens' Empowerment

Journalism must focus on empowering citizens.

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Discipline of Verification

Both journalism and MIL emphasize a process of verification.

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Independence in Media

Journalists must remain independent from their subjects.

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4th Estate vs. 5th Estate

Media is the 4th Estate; citizens represent the 5th Estate in MIL.

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Curiosity Stimulation

MIL encourages curiosity and exploration of media relevance.

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Plurality of Information

MIL helps people understand diverse media and information.

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Five Laws of MIL

Principles that guide critical use of information and media.

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Copyright

Legal rights that protect the creators' use of their work.

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Credible Sources

Reliable sources that provide verified information and evidence.

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Raw Information

Information that has not been verified or confirmed.

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Information Verification

The process of confirming the accuracy of information.

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Audience Awareness

Understanding who will view or interpret your shared content.

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Constructive Criticism

Feedback meant to improve understanding and skills.

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Digital Footprint

The trail of data you leave online through your actions.

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Misinformation

False or misleading information shared unintentionally.

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Study Notes

Haramya University

  • Department of Journalism and Communication
  • Lecture Notes for Media and Information Literacy (December 2025)

Introduction to Media and Information Literacy

  • Media and information are essential for communication
  • Media literacy involves understanding and using media to access information
  • Information literacy entails recognizing information needs, locating, evaluating, using, and sharing information
  • Digital literacy involves using digital tools to manage information
  • UNESCO defines literacy as the ability to identify, understand, interpret, create, communicate, and compute using printed and written materials.

Definitions and Descriptions of Media

  • Media is a channel for transmitting information
  • The abundance of media technology makes it challenging to distinguish useful and credible information
  • Information is a broad term encompassing data, knowledge, signals, and symbols.

Media Literacy, Information Literacy, and Technology Literacy

  • Media and Information Literacy (MIL) combines media, information, and technology literacy.
  • MIL is crucial for navigating the influence of media and information
  • It is the ability to effectively and efficiently create, use, and share information through mediated communication.

Information Disorder

  • Misinformation
  • Inaccurate but not intentionally misleading
  • Person sharing believes it is true
  • Disinformation
  • Deliberately false information
  • Intent to mislead or deceive
  • Malinformation
  • Real information used to inflict harm

Key Concepts of Media and Information Literacy (MIL)

  • Media messages are constructed, with creators deliberately or unconsciously choosing content, quality, and presentation.
  • Audiences negotiate meaning: audience interpretation influenced by their background, experiences, and knowledge
  • Media messages have commercial and political implications.

Relationship Between Fundamental Principles of Journalism and MIL

  • Journalistic principles emphasize truth, citizen focus, verification, independence, public criticism, and comprehensive news coverage
  • MIL emphasizes citizen empowerment, individual verification, critical thinking in information consumption, and public discourse.

Media and Information Literacy in Journalism Education

  • Journalism is a discipline of verification, and it's important for journalists to develop MIL competencies
  • The rise of misinformation, digital aggression, and other forms of information disorder necessitate a focus on information competency in journalism education.

Monitoring and Moderating Media Messages

  • Media can be used to manipulate audiences and influence their content consumption and trust.
  • Media literacy empowers people to evaluate information critically and make informed decisions
  • Establishing editorial policies and training journalists on critical thinking, verification, and moderation are key aspects of responsible media practice

Internet and Social Media

  • The internet is a global network connecting computers worldwide
  • Social media platforms facilitate interaction and information sharing within virtual communities, contributing to the broader concept of User-Generated Content.

Information Disorder on Social Media

  • Bots and sock puppets spread false or misleading content to influence public opinion and deceive communities

Verification for Fact-Checking

  • Fact-checking involves scrutinizing information using various methodologies
  • Fact-checking requires careful verification of sources, content, and behavior of actors, as well as applying appropriate contexts for evaluating reliability and authenticity

Working on Sources for Information

  • Verification of sources is essential for accurate reporting
  • Fact-checking techniques and critical evaluation are employed to determine the credibility of sources.
  • Considerations include authorship, motives, publication history, alternative sources, and existing coverage of the topic.

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