CDC Social Media Guidelines: Facebook Requirements and Best Practices
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How to Find the Best Hashtags for Your Business Hashtags Are a Simple Way to Boost Your Traffic and Target Specific Online Communities
CHECKLIST How to find the best hashtags for your business Hashtags are a simple way to boost your traffic and target specific online communities. This checklist will show you everything you need to know— from the best research tools to tactics for each social media network. What is a hashtag? A hashtag is keyword or phrase (without spaces) that contains the # symbol. Marketers tend to use hashtags to either join a conversation around a particular topic (such as #veganhealthchat) or create a branded community (such as Herschel’s #WellTravelled). HOW TO FIND THE BEST HASHTAGS FOR YOUR BUSINESS 1 WAYS TO USE 3 HASHTAGS 1. Find a specific audience Need to reach lawyers interested in tech? Or music lovers chatting about their favorite stereo gear? Hashtags are a simple way to find and reach niche audiences. 2. Ride a trend From discovering soon-to-be viral videos to inspiring social movements, hashtags can quickly connect your brand to new customers. Use hashtags to discover trending cultural moments. 3. Track results It’s easy to monitor hashtags across multiple social channels. From live events to new brand campaigns, hashtags both boost engagement and simplify your reporting. HOW TO FIND THE BEST HASHTAGS FOR YOUR BUSINESS 2 HOW HASHTAGS WORK ON EACH SOCIAL NETWORK Twitter Hashtags are an essential way to categorize content on Twitter. Users will often follow and discover new brands via hashtags. Try to limit to two or three. Instagram Hashtags are used to build communities and help users find topics they care about. For example, the popular NYC designer Jessica Walsh hosts a weekly Q&A session tagged #jessicasamamondays. -
What Is Gab? a Bastion of Free Speech Or an Alt-Right Echo Chamber?
What is Gab? A Bastion of Free Speech or an Alt-Right Echo Chamber? Savvas Zannettou Barry Bradlyn Emiliano De Cristofaro Cyprus University of Technology Princeton Center for Theoretical Science University College London [email protected] [email protected] [email protected] Haewoon Kwak Michael Sirivianos Gianluca Stringhini Qatar Computing Research Institute Cyprus University of Technology University College London & Hamad Bin Khalifa University [email protected] [email protected] [email protected] Jeremy Blackburn University of Alabama at Birmingham [email protected] ABSTRACT ACM Reference Format: Over the past few years, a number of new “fringe” communities, Savvas Zannettou, Barry Bradlyn, Emiliano De Cristofaro, Haewoon Kwak, like 4chan or certain subreddits, have gained traction on the Web Michael Sirivianos, Gianluca Stringhini, and Jeremy Blackburn. 2018. What is Gab? A Bastion of Free Speech or an Alt-Right Echo Chamber?. In WWW at a rapid pace. However, more often than not, little is known about ’18 Companion: The 2018 Web Conference Companion, April 23–27, 2018, Lyon, how they evolve or what kind of activities they attract, despite France. ACM, New York, NY, USA, 8 pages. https://doi.org/10.1145/3184558. recent research has shown that they influence how false informa- 3191531 tion reaches mainstream communities. This motivates the need to monitor these communities and analyze their impact on the Web’s information ecosystem. 1 INTRODUCTION In August 2016, a new social network called Gab was created The Web’s information ecosystem is composed of multiple com- as an alternative to Twitter. -
Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook
University of Pennsylvania ScholarlyCommons Marketing Papers Wharton Faculty Research 1-2018 Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook Dokyun Lee Kartik Hosanagar University of Pennsylvania Harikesh Nair Follow this and additional works at: https://repository.upenn.edu/marketing_papers Part of the Advertising and Promotion Management Commons, Business Administration, Management, and Operations Commons, Business Analytics Commons, Business and Corporate Communications Commons, Communication Technology and New Media Commons, Marketing Commons, Mass Communication Commons, Social Media Commons, and the Technology and Innovation Commons Recommended Citation Lee, D., Hosanagar, K., & Nair, H. (2018). Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook. Management Science, http://dx.doi.org/10.1287/mnsc.2017.2902 This paper is posted at ScholarlyCommons. https://repository.upenn.edu/marketing_papers/339 For more information, please contact [email protected]. Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook Abstract We describe the effect of social media advertising content on customer engagement using data from Facebook. We content-code 106,316 Facebook messages across 782 companies, using a combination of Amazon Mechanical Turk and natural language processing algorithms. We use this data set to study the association of various kinds of social media marketing content with user engagement—defined as Likes, comments, shares, and click-throughs—with the messages. We find that inclusion of widely used content related to brand personality—like humor and emotion—is associated with higher levels of consumer engagement (Likes, comments, shares) with a message. We find that directly informative content—like mentions of price and deals—is associated with lower levels of engagement when included in messages in isolation, but higher engagement levels when provided in combination with brand personality–related attributes. -
Narcissism and Social Media Use: a Meta-Analytic Review
Psychology of Popular Media Culture © 2016 American Psychological Association 2018, Vol. 7, No. 3, 308–327 2160-4134/18/$12.00 http://dx.doi.org/10.1037/ppm0000137 Narcissism and Social Media Use: A Meta-Analytic Review Jessica L. McCain and W. Keith Campbell University of Georgia The relationship between narcissism and social media use has been a topic of study since the advent of the first social media websites. In the present manuscript, the authors review the literature published to date on the topic and outline 2 potential models to explain the pattern of findings. Data from 62 samples of published and unpublished research (N ϭ 13,430) are meta-analyzed with respect to the relationships between grandiose and vulnerable narcissism and (a) time spent on social media, (b) frequency of status updates/tweets on social media, (c) number of friends/followers on social media, and (d) frequency of posting pictures of self or selfies on social media. Findings suggest that grandiose narcissism is positively related to all 4 indices (rs ϭ .11–.20), although culture and social media platform significantly moderated the results. Vul- nerable narcissism was not significantly related to social media use (rs ϭ .05–.42), although smaller samples make these effects less certain. Limitations of the current literature and recommendations for future research are discussed. Keywords: narcissism, social media, meta-analysis, selfies, Facebook Does narcissism relate to social media use? Or introverted form) narcissism spend more time is the power to selectively present oneself to an on social media than those low in narcissism? online audience appealing to everyone, regardless (b) Do those high in grandiose and vulnerable of their level of narcissism? Social media websites narcissism use the features of social media (i.e., such as Facebook, Twitter, or Instagram can adding friends, status updates, and posting pic- sound like a narcissistic dream. -
Implementation on Social Media Platforms
Implementation on Social Media Platforms Overview The Eko Video Player is whitelisted for the Twitter and Facebook environments. When end viewers share an Eko video to one of these services, they essentially embed the Eko Video Player onto their timeline. Depending on the service (i.e. Facebook or Twitter), the end viewer’s platform, and whether the post is promoted (on Facebook only), the Eko Video Player will either play inline within the social media feed, in a new tab within the social media space, or in a new browser tab. Support for the Eko Video Player within these services is made possible by meta tags that are added to the HTML of the site where the video is hosted. These meta tags enable a Facebook Preview and Twitter Card to display in the feed when the video site url is shared on these services. The cards link directly to the interactive video object, enable playback, and specify the sharing copy for the content (provided by the partner). Direct links to videos hosted by Eko automatically include the meta tags to enable inline playback on shared posts, but for videos embedded outside of helloeko.com on a client’s website, the meta tags will need to be added to the website in the <head> part of the page’s HTML and tested. Facebook Open Graph Meta Tags When someone shares a video project hosted on your site to Facebook, Facebook’s crawler will scrape the HTML of the URL that is shared. On a regular HTML page this content is basic and may be incorrect, because the scraper has to guess which content is important, and which is not. -
Visual Social Media and Big Data. Interpreting Instagram Images Posted on Twitter
Visual Social Media and Big Data Interpreting Instagram Images Posted on Twitter Dhiraj Murthy, Alexander Gross, Marisa McGarry Abstract Social media such as Twitter and Instagram are fast, free, and multi- cast. These attributes make them particularly useful for crisis commu- nication. However, the speed and volume also make them challenging to study. Historically, journalists controlled what/how images repre- sented crises. Large volumes of social media can change the politics of representing disasters. However, methodologically, it is challenging to study visual social media data. Specifically, the process is usually labour-intensive, using human coding of images to discern themes and subjects. For this reason, Studies investigating social media during crises tend to examine text. In addition, application programming interfaces (APIs) for visual social media services such as Instagram and Snapchat are restrictive or even non-existent. Our work uses images posted by Instagram users on Twitter during Hurricane Sandy as a case study. This particular case is unique as it is perhaps the first US disaster where Instagram played a key role in how victims experi- enced Sandy. It is also the last major US disaster to take place before Instagram images were removed from Twitter feeds. Our sample con- sists of 11,964 Instagram images embedded into tweets during a two- week timeline surrounding Hurricane Sandy. We found that the pro- duction and consumption of selfies, food/drink, pets, and humorous macro images highlight possible changes in the politics of representing disasters – a potential turn from top-down understandings of disas- ters to bottom-up, citizen informed views. -
Automatic Opioid User Detection from Twitter
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18) Automatic Opioid User Detection From Twitter: Transductive Ensemble Built On Different Meta-graph Based Similarities Over Heterogeneous Information Network Yujie Fan, Yiming Zhang, Yanfang Ye ∗, Xin Li Department of Computer Science and Electrical Engineering, West Virginia University, WV, USA fyf0004,[email protected], fyanfang.ye,[email protected] Abstract 13,000 people died from heroin overdose, both reflecting sig- nificant increase from 2002 [NIDA, 2017]. Opioid addiction Opioid (e.g., heroin and morphine) addiction has is a chronic mental illness that requires long-term treatment become one of the largest and deadliest epidemics and care [McLellan et al., 2000]. Although Medication As- in the United States. To combat such deadly epi- sisted Treatment (MAT) using methadone or buprenorphine demic, in this paper, we propose a novel frame- has been proven to provide best outcomes for opioid addiction work named HinOPU to automatically detect opi- recovery, stigma (i.e., bias) associated with MAT has limited oid users from Twitter, which will assist in sharp- its utilization [Saloner and Karthikeyan, 2015]. Therefore, ening our understanding toward the behavioral pro- there is an urgent need for novel tools and methodologies to cess of opioid addiction and treatment. In HinOPU, gain new insights into the behavioral processes of opioid ad- to model the users and the posted tweets as well diction and treatment. as their rich relationships, we introduce structured In recent years, the role of social media in biomedical heterogeneous information network (HIN) for rep- knowledge mining has become more and more important resentation. -
Soc C167 – Virtual Communities and Social Media
Soc C167 – Virtual Communities and Social Media University of California, Berkeley Tuesdays and Thursdays, 8:00am-9:30am 245 Li Ka Shing Instructor: Edwin Lin, Fall 2018 Instructor: Edwin Lin Email: [email protected] Office Hours: 487 Barrows Hall, Tuesdays 10am-1pm or by appointment Sign-up for regular OH at http://www.wejoinin.com/sheets/icwie Reader’s information will be posted on bCourses. Overview of Course Content: With the explosion of virtual communities and social media, technology and its effect on society has become a daily reality, invading all areas and aspects of our social lives. This ranges from pop culture, sports, and entertainment to political participation, sexual intimacy, and family. Everyone taking this course has some exposure to virtual communities and social media—even if one is unaware of the extent and depth of this exposure in their lives. As a result, this course is not about discovering new ideas and never-before-seen concepts, but rather providing some tools and perspectives to understand aspects of society that we are somewhat familiar with. Put another way, this course seeks to understand a growing aspect of our society through a different lens of understanding. Explicitly, the goals of this course are: 1) to provide a survey of subfields in social media research, 2) to expose you to what social science research looks like in these subfields, and 3) to provide a space for you to reflect and personally interact with what virtual communities and social media means in your own life. Email Policy: I am usually very good about answering emails, but please leave at least 2 days for me to get to you, especially over the weekend (I may not get to you until Monday/Tuesday). -
30-Minute Social Media Marketing
30-MINUTE SOCIAL MEDIA MARKETING Step-by-Step Techniques to Spread the Word About Your Business FAST AND FREE Susan Gunelius New York Chicago San Francisco Lisbon London Madrid Mexico City Milan New Delhi San Juan Seoul Singapore Sydney Toronto To Scott, for supporting every new opportunity I pursue on and off the social Web and for sending me blog post ideas when I’m too busy to think straight. And to my family and friends for remembering me and welcoming me with open arms when I eventually emerge from behind my computer. Copyright © 2011 by Susan Gunelius. All rights reserved. Except as permitted under the United States Copyright Act of 1976, no part of this publication may be reproduced or distributed in any form or by any means, or stored in a database or retrieval system, without the prior written permission of the publisher. ISBN: 978-0-07-174865-0 MHID: 0-07-174865-2 The material in this eBook also appears in the print version of this title: ISBN: 978-0-07-174381-5, MHID: 0-07-174381-2. All trademarks are trademarks of their respective owners. Rather than put a trademark symbol after every oc- currence of a trademarked name, we use names in an editorial fashion only, and to the benefi t of the trademark owner, with no intention of infringement of the trademark. Where such designations appear in this book, they have been printed with initial caps. McGraw-Hill eBooks are available at special quantity discounts to use as premiums and sales promotions, or for use in corporate training programs. -
Creating Virtual Communities on Social Media
Creating Virtual Communities on Social Media Lori Hoch Stiefel Engagement Officer PJ Library Introductions • Name and Community in Zoom Chat • Share something you love about your new workspace ZOOM PROTOCOL • Please share your camera • Please mute yourself • Ask anything in the chat • Yes, this will be recorded and shared soon • ***PowerPoint will be shared! Agenda • Welcome and Setting the Stage • Introductions • Why and the Bigger Picture • Best Practices for Managing Facebook Groups • Tips to Share and Questions • Closing Why the need for virtual community? • What are some of the reasons for creating virtual community? Bigger Picture • PRIORITIZES building relationships with families. • DESIGNS opportunities for families to develop relationships with one another. • OFFERS high-quality, low barrier, and inclusive Jewish experiences that respond to the needs and interests of families. Best Practices for Managing your Facebook Group 1. Define the group 2. Set up rules and pin them 3. Membership questions – yay or nay Engagement Tips 1. Create a welcome post! 2. Be authentic and use a real voice 3. Do not be prescriptive, it is not the PJ Library way 4. Be relational and not transactional 5. Make people feel seen and heard 6. Encourage families to post 7. Be a model 8. Acknowledging families’ involvement 9. Have fun! 10. Virtual Programs 11. Frequency of posts 12. Posting at the right time of the day Events in your group • Create a virtual night out or do a bake or craft-a-long • Fun challenges like a mitzvah challenge Questions? Feel free to join the PJ Library Families Facebook Group as an observer: www.facebook.com/groups/PJLfamilies Thanks! • Share a thought or an idea in the chat that sparked your interest. -
Mining Textual and Imagery Instagram Data During the COVID-19 Pandemic
applied sciences Article Mining Textual and Imagery Instagram Data during the COVID-19 Pandemic Dimitrios Amanatidis 1 , Ifigeneia Mylona 2,*, Irene (Eirini) Kamenidou 2 , Spyridon Mamalis 2 and Aikaterini Stavrianea 3 1 Faculty of Sciences and Technology Hellenic Open University, 26335 Patras, Greece; [email protected] 2 Department of Management Science and Technology, International Hellenic University, 65404 Kavala, Greece; [email protected] (I.K.); [email protected] (S.M.) 3 Department of Communication and Media Studies, National and Kapodistrian University of Athens, 10559 Athens, Greece; [email protected] * Correspondence: [email protected] Abstract: Instagram is perhaps the most rapidly gaining in popularity of photo and video sharing social networking applications. It has been widely adopted by both end-users and organizations, posting their personal experiences or expressing their opinion during significant events and periods of crises, such as the ongoing COVID-19 pandemic and the search for effective vaccine treatment. We identify the three major companies involved in vaccine research and extract their Instagram posts, after vaccination has started, as well as users’ reception using respective hashtags, constructing the datasets. Statistical differences regarding the companies are initially presented, on textual, as well as visual features, i.e., image classification by transfer learning. Appropriate preprocessing of English Citation: Amanatidis, D.; Mylona, I.; language posts and content analysis is subsequently performed, by automatically annotating the Kamenidou, I.; Mamalis, S.; posts as one of four intent classes, thus facilitating the training of nine classifiers for a potential Stavrianea, A. Mining Textual and application capable of predicting user’s intent. -
How to Mobilize, Execute, and Transform with Agility
Accelerating performance How to mobilize, execute, and transform with agility Accelerating performance: Authors Project team How to mobilize, execute, Ruben Hillar Josh Anisfield, Paul Carroll, and transform with agility ([email protected]) is Thomas Fleming, Jon Harmon, is written by experts and global knowledge manager Kathryn Hrynewycz, Susan practitioners of Heidrick of Heidrick & Struggles’ Moore, Heloisa Nogueira, & Struggles‘ leadership- Leadership Consulting Practice; Lia Randazzo, Whitney Taylor, consulting services. he is based in the Washington, Randall Thorne DC, office. Art direction and design Colin Price Leff Communications ([email protected]) is executive vice president Copyright © 2016 Heidrick and managing partner of & Struggles, Inc. All rights the Leadership Consulting reserved. Practice; he is based in the London office. No part of this publication may be copied or redistributed in any Sharon Toye form without the prior written ([email protected]) is a consent of Heidrick & Struggles. partner in the Leadership Consulting Practice; she is based in the London office. David Turnbull ([email protected]) is a partner in the Leadership Consulting Practice; he is based in the London office. Contents 2 Speed wins 4 Acceleration in a changing world 8 About the research 13 The 13 drive and drag factors 16 Differentiating actions 31 Four capabilities to develop 34 Find the right recipe 36 How META looks in action 39 Conclusion 40 Appendix A: Technical details on the research 46 Appendix B: Diagnosing acceleration 51 Appendix C: The superaccelerators Speed wins Industries are being disrupted at a faster pace, and organizational success requires acceleration. This not just by the increasing power of innovation doesn’t mean a relentless push for speed in every part in our ever more digital world.