THE ALL-IN-ONE SOCIAL MEDIA STRATEGY WORKBOOK 2 the All-In-One Social Media Workbook
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A Study on Social Network Analysis Through Data Mining Techniques – a Detailed Survey
ISSN (Online) 2278-1021 ISSN (Print) 2319-5940 IJARCCE International Journal of Advanced Research in Computer and Communication Engineering ICRITCSA M S Ramaiah Institute of Technology, Bangalore Vol. 5, Special Issue 2, October 2016 A Study on Social Network Analysis through Data Mining Techniques – A detailed Survey Annie Syrien1, M. Hanumanthappa2 Research Scholar, Department of Computer Science and Applications, Bangalore University, India1 Professor, Department of Computer Science and Applications, Bangalore University, India2 Abstract: The paper aims to have a detailed study on data collection, data preprocessing and various methods used in developing a useful algorithms or methodologies on social network analysis in social media. The recent trends and advancements in the big data have led many researchers to focus on social media. Web enabled devices is an another important reason for this advancement, electronic media such as tablets, mobile phones, desktops, laptops and notepads enable the users to actively participate in different social networking systems. Many research has also significantly shows the advantages and challenges that social media has posed to the research world. The principal objective of this paper is to provide an overview of social media research carried out in recent years. Keywords: data mining, social media, big data. I. INTRODUCTION Data mining is an important technique in social media in scrutiny and analysis. In any industry data mining recent years as it is used to help in extraction of lot of technique based reports become the base line for making useful information, whereas this information turns to be an decisions and formulating the decisions. This report important asset to both academia and industries. -
Social Media Analytics
MEDIA DEVELOPMENT Social media analytics A practical guidebook for journalists and other media professionals Imprint PUBLISHER EDITORS Deutsche Welle Dr. Dennis Reineck 53110 Bonn Anne-Sophie Suntrop Germany SCREENSHOTS RESPONSIBLE Timo Lüge Carsten von Nahmen Helge Schroers Petra Berner PUBLISHED AUTHOR June 2019 Timo Lüge © DW Akademie MEDIA DEVELOPMENT Social media analytics A practical guidebook for journalists and other media professionals INTRODUCTION Introduction Having a successful online presence is becoming more and In part 2, we will look at some of the basics of social media more important for media outlets all around the world. In analysis. We’ll explore what different social media metrics 2018, 435 million people in Africa had access to the Internet mean and which are the most important. and 191 million of them were using social media.1 Today, Africa is one of the fastest growing regions for Internet access and Part 3 looks briefly at the resources you should have in place social media use. to effectively analyze your online communication. For journalists, this means new and exciting opportunities to Part 4 is the main part of the guide. In this section, we are connect with their › audiences. Passive readers, viewers and looking at Facebook, Twitter, YouTube and WhatsApp and will listeners are increasingly becoming active participants in a show you how to use free analytics tools to find out more dialogue that includes journalists and other community mem- about your communication and your audience. Instagram is bers. At the same time, social media is consuming people’s not covered in this guide because, at the time of writing, only attention: Time that used to be spent listening to the radio very few DW Akademie partners in Africa were active on the is now spent scrolling through Facebook, Twitter, Instagram, platform. -
The Effects of Content Likeability, Content Credibility
Journal of Theoretical and Applied Electronic Commerce Research This paper is available online at ISSN 0718–1876 Electronic Version www.jtaer.com VOL 15 / ISSUE 3 / SEPTEMBER 2020 / 1-19 DOI: 10.4067/S0718-18762020000300102 © 2020 Universidad de Talca - Chile The Effects of Content Likeability, Content Credibility, and Social Media Engagement on Users’ Acceptance of Product Placement in Mobile Social Networks Ivan Ka Wai Lai 1 and Yide Liu 2 1 City University of Macau, Faculty of International Tourism and Management, Taipa, Macau, [email protected] 2 Macau University of Science and Technology, School of Business, Taipa, Macau, [email protected] Received 29 August 2018; received in revised form 11 June 2019; accepted 1 October 2019 Abstract Nowadays, product placements are commonly presented on mobile social media but related studies are rare. The main purpose of the study is to investigate the effects of content likeability, content credibility, and social media engagement on users’ acceptance of product placement in mobile social networks. The results of the online survey indicate that content likeability is an antecedent of social media engagement and content credibility; social media engagement has an influence on content credibility; and content likeability, content credibility, and social media engagement both directly affect user acceptance of product placement in mobile social networks. Furthermore, social media engagement has an interaction effect with content likeability on the content credibility of mobile social networks. The results of the multi-group analysis indicate that young adults show differences with middle-aged adults in the direct effect of content likeability on social media engagement and in the interaction effect of content credibility and social media engagement on the acceptance of product placement in mobile social networks. -
User-Generated Content for Marketing and Advertising
USER-GENERATED CONTENT FOR MARKETING AND ADVERTISING An IAB Buyer's Guide Use of User-Generated Content (UGC) for marketing and advertising purposes has grown significantly in recent years largely due to the rise of social and messaging platforms where "ordinary people" have become avid and voluntary content creators, notably on their mobile devices. Publishers, marketers, and agencies are increasingly taking notice and capitalizing on this trend in new and exciting ways. UGC as a marketing and advertising tactic has developed into a distinctly different discipline than Influencer Marketing and, thus, warrants its own exploratory. This is an important shift in thinking by IAB from prior guidance on UGC that previously included top down influencers as part of the definition of UGC. This Guide includes a Definition, Key Benefits, Sources and Types of UGC, Use Cases, and Legal considerations. The goal of the Guide is to help brands and their agencies understand how UGC can help meet their marketing and advertising objectives. May 2019 TABLE OF CONTENTS Mission and Contributors . 3 What is UGC? . 4 • Definition . 4 • The Difference between UGC and Influencer Marketing Content........................4 The Main Types of UGC . 5 What's Driving Growth of UGC for Marketing and Advertising? . 6 Key Benefits of UGC for Use in Marketing and Advertising . 7 The Proven Effectiveness of UGC . 8 • Why Do People Share? ........................................................8 • Why Do People Share Content About Brands?......................................8 • What Makes UGC Effective? . 8 • How Effective is UGC When Used in/as Advertisements? . 11 How UGC is Being Used in Advertising and Marketing Today . 12 • UGC for Advertising Examples . -
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. -
\Guide the Comprehensive Guide to Native Advertising
\ guide The Comprehensive Guide to Native Advertising The Comprehensive Guide to Native Advertising A Vocus eBook Paid For and Posted by XYZ iPad 10:15AM Promoted by XYZ Sponsored by XYZ GET VOCUS. VOCUS GETS BUSINESS. GET STARTED NOW AT VOCUS.COM The Comprehensive Guide to Native Advertising The Comprehensive Guide to Native Advertising A Vocus eBook Native advertising – the purchasing of sponsored content on social networks and online websites – dominated digital marketing conversations the past year. Market research company BIA/Kelsey estimates that U.S. native ad spending on social sites might have reached $2.36 billion in 2013, or 38.9 percent of total U.S. paid social ad expenditures. How can you effectively work native advertising into your marketing mix? This eBook highlights some techniques brands are using to do just that. It will show you the rich native advertising ecosystem of publishers, vendors, social networks and search engines that help companies create, manage and track content. Finally, we’ll show you the ethical issues to avoid with sponsored content. The Federal Trade Commission (FTC) recently held a meeting with brands and publishers to discuss native advertising – and while some issues were highlighted, others were raised. Your brand can use this set of tools, as long as the ads disclose sponsorship so that consumers are better informed. iPad 10:15AM The Comprehensive Guide to Native Advertising What is Native Advertising? In The New York Times example below, the post is clearly labeled as “Paid For and Posted by Dell.” A survey from Online Publishers Asso- ciation says native ads include “con- iPad 10:15AM tent integrated into the design of the publishers site, living in the same domain, as well as content either provided by, produced in conjunction with or created on behalf of our advertisers that runs within the editorial stream.” In native ads, there is a clear delinea- tion, labeling the unit as ad content. -
Branded Content Creation & Distribution Guide
Branded Content Creation & Distribution Guide Steps for Success. Developing and distributing branded content has become more complicated than ever with a wide array of package options and pricing that can vary significantly depending on the content creator, buy types, content types, publisher sites, and more. This guide is designed to help brand marketers and their agencies identify the various branded content creation and distribution options available today and, importantly, understand the key factors that should be considered upfront to make sure that all branded content/native advertising buy meets strategic objectives/KPIs. iab.com/branded-content April 2018 © 2018 Interactive Advertising Bureau Branded Content Creation & Distribution Guide Table of Contents Mission and Contributors ................................................................................................................... 3 Introduction ........................................................................................................................................ 5 Setting the Stage – The IAB Branded Content Creation & Distribution Definitions Framework ......... 6 Where to Start – Key Steps ............................................................................................................... 8 First step: What’s your strategy and KPIs? ..................................................................................... 8 Next Step: Content: Do you have content? Do you need content? ............................................. 9 Next step: -
Mining Social Networking Sites: a Specific Area of Facebook
International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878, Volume-8 Issue-4, November 2019 Mining Social Networking Sites: A Specific area of Facebook Sonam, Surjeet Kumar Abstract: Now a days facebook is the specific social network site for communicating more people, to develop learning process II. BACKGROUND AND RELATED WORK & research area. Although mining and analysis are needed area of social network so, we are showing useful part in this paper We studied several literatures and got techniques that are that are related to communication with people, collection of data useful for collecting and analyze specific information. We and uses of social network’s tool and techniques .During our are discussing some techniques such as: research work we found several tools are available for collecting A. OSMNs Dataset: Mining related data from the Web data and analyzing fan pages. For the purpose of our research mining platform by using tools such as OSMN's Web work, we used social network site such as Facebook, in this platform we created one page related to blog who did the panacea extraction technology. Since the OSMN dataset resides in for us. In this research paper we have applied online social media the backend server, it is not available in the public domain network for extracting data. Uniform node detection has used for and can therefore only be accessed through the web finding common properties among audience as well as Regular interface. FB uses many access algorithms, such as Random equivalence nodes are using for calculating uniformity. Effective Walk or BFS [25]. -
How to Prove Your Social Media Works
HOW TO PROVE YOUR SOCIAL MEDIA WORKS Ariana Torres, PhD Marketing Specialist Purdue University Agenda § Is your business getting anything out of its social media engagement? § Some key words in social media ROI § Measuring your social media ROI 1. Define why you want to do social media for your business 2. Set measurable goals 3. Track goals 4. Track social media expenses (per campaign) 5. Calculate campaign-specific ROI § How to improve your ROI § An argument for using both organic and paid social media Is your business getting anything out of its social media engagement? § Measuring return on investment (ROI) is the number one challenge of social marketers § What does ROI really mean? It is brand awareness, number of followers, engagement rate, customer satisfaction, lead to conversion, or… § Not everything you do in social media has an immediate effect into $ § Yet, it is important to track impact of time and resources that go into your social media efforts § Your social media goals will determine what you will measure à metrics • Every campaign needs a goal, and every goal needs a metric § Metrics will prove if your campaign is being successful, if you have to change or pivot something § Each social media platform has its analytics • Facebook à Insights • Twitter à Twitter analytics • Instagram à Insights Some key words § Engagement: likes, shares, followers, comments § Reach: how many people have viewed your content § Impressions: how many times your posts show up in a feeds/timeline and may connect to your audience § Conversions: lead conversion rate is how many people “buy” something § Social proofing: people copy others behavior, i.e. -
Social Media Monitoring During Elections
SOCIAL MEDIA MONITORING DURING ELECTIONS CASES AND BEST PRACTICE TO INFORM ELECTORAL OBSERVATION MISSIONS AUTHORS Rafael Schmuziger Goldzweig Bruno Lupion Michael Meyer-Resende FOREWORD BY Iskra Kirova and Susan Morgan EDITOR Ros Taylor © 2019 Open Society Foundations uic b n dog. This publication is available as a PDF on the Open Society Foundations website under a Creative Commons license that allows copying and distributing the publication, only in its entirety, as long as it is attributed to the Open Society Foundations and used for noncommercial educational or public policy purposes. Photographs may not be used separately from the publication. Cover photo: © Geert Vanden Wijngaert/Bloomberg/Getty opensocietyfoundations.org Experiences of Social Media Monitoring During Elections: Cases and Best Practice to Inform Electoral Observation Missions May 2019 CONTENTS 3 FOREWORD 5 EXECUTIVE SUMMARY 7 INTRODUCTION 9 CONTEXT 9 Threats to electoral integrity in social media 9 The framework of international election observation 10 The Declaration of Principles of International Election Observation 12 WHAT ARE INTERNATIONAL OBSERVER MISSIONS DOING ON SOCIAL MEDIA DISCOURSE? 14 WHAT ARE EUROPEAN GOVERNMENTS DOING? 17 WHAT ARE CIVIL SOCIETY ORGANIZATIONS DOING? 17 European civil society 19 A glimpse beyond Europe 21 Non-government initiatives: Europe & beyond 23 Topics/objects of analysis 24 Platforms 26 Monitoring tools 1 Experiences of Social Media Monitoring During Elections: Cases and Best Practice to Inform Electoral Observation Missions May 2019 27 GUIDELINES FOR EOMS 27 Monitoring of social media vs traditional media 29 Cooperation between actors and information exchange partnerships 29 Dealing with data 29 Working in different contexts 31 SWOT analysis for EOMs in social media monitoring 32 RECOMMENDATIONS 35 ANNEX 1: SURVEY OF INTERNATIONAL ELECTION OBSERVATION ORGANIZATIONS 36 ANNEX 2: BRIEF DESCRIPTION OF THE INITIATIVES ANALYSED (based on interviews) 36 a. -
Ephemeral but Influential? the Correlation Between Facebook
healthcare Article Ephemeral But Influential? The Correlation between Facebook Stories Usage, Addiction, Narcissism, and Positive Affect Sen-Chi Yu 1,* and Hong-Ren Chen 2 1 Department of Counseling and Applied Psychology, National Taichung University of Education, Taichung City 40306, Taiwan 2 Department of Digital Content and Technology, National Taichung University of Education, Taichung City 40306, Taiwan; [email protected] * Correspondence: [email protected] Received: 8 September 2020; Accepted: 20 October 2020; Published: 26 October 2020 Abstract: Despite the steep increase in Facebook Stories users, there is scant research on this topic. This study compared the associations of frequency of Stories update, frequency of news feed updates, time spent reading Stories, and time spent reading news feeds, with regard to social media addiction, narcissism, and positive affect in college students. We recruited a sample of 316 college students from Taiwan. The analytical results show that Facebook Stories are more addictive and provoke more positive affect than conventional news feeds. Moreover, only usage behaviors associated with Stories predict narcissism. This study also found that the prediction of news feeds with regard to addiction, narcissism, and positive affect also seems to be diminishing and is being replaced by those of Stories. Future studies on the psychological consequences and predictors of social media usage should regard Stories as a crucial variable. Keywords: Facebook Stories; social media addiction; narcissism; positive affect 1. Introduction Facebook Stories are ephemeral, short user-generated photo and video collections that display shared content for a limited period of time [1]. Stories offer a news feed that relies on visual rather than written information. -
WTF IS NATIVE ADVERTISING? Introduction
SPONSORED BY IS NATIVE ADVERTISING? Table of Contents Introduction WTF is Native 3 14 Programmatic? Nomenclature The Native Ad 4 16 Triumvirate 5 Decision tree 17 The Ad Man 18 The Publisher Issues Still Plaguing 19 The Platform 6 Native Advertising Glossary 7 Scale 20 8 Metrics 10 Labelling 11 The Church/State Divide 12 Credibility 3 / WTF IS NATIVE ADVERTISING? Introduction In 2013, native advertising galloped onto the scene like a masked hero, poised to hoist publishers atop a white horse, rescuing them from the twin menaces of programmatic advertising and sagging CPMs. But who’s really there when you peel back the mask? Native advertising is a murky business. Ad executives may not consider it advertising. Editorial departments certainly don’t consider it editorial. Even among its practitioners there is debate — is it a format or is it a function? Publishers who have invested in the studio model position native advertising as the perfect storm of context, creative capital and digital strategy. For platforms, it may be the same old banner advertising refitted for the social stream. Digiday created the WTF series to parse murky digital marketing concepts just like these. WTF is Native Advertising? Keep reading to find out..... DIGIDAY 4 / WTF IS NATIVE ADVERTISING? Nomenclature Native advertising An advertising message designed Branded content Content created to promote a Content-recommendation widgets Another form to mimic the form and function of its environment brand’s products or values. Branded content can take of native advertising often used by publishers, these a variety of formats, not all of them technically “native.” appear to consumers most often at the bottom of a web Content marketing Any marketing messages that do Branded content placed on third-party publishing page with lines like “From around the web,” or “You not fit within traditional formats like TV and radio spots, sites or platforms can be considered native advertising, may also like.” print ads or banner messaging.