Social Media Analytics
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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. -
Global Compliance of Cookie-Bassed Web Analytics Activities
Global compliance of GLOBALcookie-bassed COMPLIANCEweb analytics oactivitiesf cookie-based web analytics activities Finding a cross-border compliance solution [Version 3.0 (April 2012). for cookie-based web analytics activities should be on the agenda of every company doing business online, as well as web analytics software vendors, online content publishers and online advertisers. This paper focuses on EU cookie regulations, US-based Do Not Track initiatives and other worldwide privacy initiatives, in search of a series of steps to aid us in achieving global compliance. INDEX 1 The technical and business need for 5 cookies A world built on cookies 5 Cookie types and threats 6 2 The social dilemma 9 3 A short history of worldwide cookie- 11 related privacy protection 4 The EU regulatory challenge 15 Opt-out vs. Opt-in 15 Yes I do, Don´t I? 16 Calling a spade a spade: national 17 implementations Which law applies to you? 19 5 Technical and legal solutions for 21 cross-border compliance of web analytics activities A proposed approach to the new 21 A document by legal framework Divisadero. All rights reserved. 21 www.divisadero.eu Building a minimum common denominator Author Technical and practical solutions 23 Sergio Maldonado Design by ANNEX: Cookie inventory and 25 Alexia Méndez 6 classification audit form Global compliance of cookie-based web analytics activities 3 1. THE TECHNICAL AND BUSINESS NEED FOR COOKIES sessions, registrations and logins, online banking sessions, electronic government applications… and virtually every online action that goes beyond user-dissociated displays of information. But cookies are also used for other purposes: by allowing us to tie multiple page visualizations to the same anonymous browser, they enable online audience measurement concepts such as “visit” and “visitor”. -
E Cost of Ad Blocking Pagefair and Adobe 2015 Ad Blocking Report
!e cost of ad blocking PageFair and Adobe 2015 Ad Blocking Report Introduction In the third annual ad blocking report, PageFair, with the help of Adobe, provides updated data on the scale and growth of ad blocking so"ware usage and highlights the global and regional economic impact associated with it. Additionally, this report explores the early indications surrounding the impact of ad blocking within the mobile advertising space and how mobile will change the ad blocking landscape. Table of Contents 3. Key insights 8. Effect of ad blocking by industry 13. A"erword 4. Global ad blocking growth 9. Google Chrome still the main driver of ad 14. Background 5. Usage of ad blocking so"ware in the United block growth 15. Methodology States 10. Mobile is yet to be a factor in ad blocking 16. Tables 6. Usage of ad blocking so"ware in Europe growth 17. Tables 7. !e cost of blocking ads 11. Mobile will facilitate future ad blocking growth 12. Reasons to start using an ad blocker PAGEFAIR AND ADOBE | 2015 Ad Blocking Report 2 Key Insights More consumers block ads, continuing the strong growth rates seen during 2013 and 2014. 41% YoY global growth Q2 2014 - Q2 2015 !e "ndings • Globally, the number of people using ad blocking so"ware grew by 41% year over year. • 16% of the US online population blocked ads during Q2 2015. • Ad block usage in the United States grew 48% during the past year, increasing to 45 million monthly active 45 million users (MAUs) during Q2 2015. Average MAUs in the United • Ad block usage in Europe grew by 35% during the past year, increasing to 77 million monthly active users States Q2 2015 during Q2 2015. -
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. -
Awesomeness 01 BE YOU 1
cre 11 Se ts to Awesomeness 01 BE YOU 1 BE YOU It’s easier to run your Twitter account if you can just be yourself. Of course if you are tweeting on behalf of a brand and there are several of you working on managing Twitter, it’s sometimes hard to be a “person” on Twitter. Big brands like Coca-Cola or McDonalds especially can’t realistically expect to have only one person represent their Twitter account. But smaller businesses (like ours - Top Left Design - @topleftdesign) d o benefit from having their REAL name along with their Twitter name. Some examples: www.twitter.com/B3Creative (real name James Marsh) www.twitter.com/StartLicensing (real name Ian Downes) www.twitter.com/Minervity (real name Richard Darell) www.twitter.com/PlainTalkingHR (real name Bina Briggs) www.twitter.com/mashable (real name Pete Cashmore) Or you can have a Twitter name that represents your name or nickname and also have your real name: www.twitter.com/gina_romero (Gina Romero) www.twitter.com/grattongirl (Sarah-Jayne Gratton) www.twitter.com/lorimcneeartist (Lori Mcnee) www.twitter.com/MamaBritt (Britt Michaelian) 02 USE YOUR FACE 2 YOUR PICTURE Your picture should be a cropped picture of your face. No point in having a full length as it shows up as a thumbnail on people’s Twitter feeds, and on their phone apps. So, you want to be recognisable. Also, surveys have shown that people prefer a picture of a face to a logo or a cartoon avatar. 03 DON’T JUST TWEET ABOUT YOURSELF The whole time. -
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. -
Hootsuite Sprout Social Buffer Instagram Pinterest Analytics
Tracking Social Media Data is essential to track all school engagement efforts. One of the best ways to know what your audience is interested in is to track and measure the performance of your various social media accounts. While managing social media accounts can be difficult, it does not have to be overwhelming. What tools are best for monitoring school social media accounts and viewing analytics? Here are a few you should take a closer look at: HootSuite Social media dashboards can help ensure success by enabling you to aggregate your content from several social media platforms, house it in one location, and keep everything clear and organized. Hootsuite offers a dashboard interface and syncs with Twitter, Facebook, LinkedIn, Google+, Four- square and Wordpress. You can create custom analytics reports, schedule posts/tweets, monitor social networks for mentions of your school, and more! Hootsuite has a mobile app for iPhone, iPad and An- droid. Cost? HootSuite offers a basic free plan but you can upgrade for more functionality. Sprout Social Sprout Social has a dashboard interface similar to HootSuite’s. It syncs with Twitter, Facebook, Google+ and LinkedIn. You can schedule, queue and publish posts right from the dashboard. Monitor- ing is easy with their inbox feature that aggregates all interactions. They also offer analytics (and cus- tomizable options). SproutSocial has a mobile app for iPhone, iPad and Android. Cost? Anyone can sign up for a 30-day free trial, but after that period you must choose from three pricing tiers. Buffer Buffer has a dashboard interface and syncs with Facebook, Twitter and LinkedIn. -
Google Analytics and PPC Specialist
Please reply only by email to: [email protected] Google Analytics and PPC Specialist Company: StepForth Web Marketing Inc. Job Location: Victoria, BC Skills Required Web Analytics, Google Analytics, Analytics Account Manager, Google AdWords, Advanced Microsoft Excel and Word skills Career Description If you are Google Analytics and Google AdWords certified, have analytics experience and are enthusiastic about pursuing an analytics and PPC career then please read on. Position: contract work at first to confirm the quality of your work and then a full time position with benefits Wage: The contracting wage will be between $25 and $45 per hour depending on credentials, references and experience. The salary will be between $45,000 and $50,000 per year plus benefits and bonuses to start. There is a lot of room for growth and salary increases for this position. What you need for this position: • One to two years of experience in web analytics methodologies such as experimentation and testing, advanced segmentation and analysis. • Mid-level expertise in SEM (Search Engine Marketing) / PPC (Pay Per Click) strategies and a minimum one year experience managing SEM/PPC and SEO campaigns / efforts. • Excellent communication skills and ability to interact and manage the expectations of the Client, vendors, and internal resources with all levels of clients and technical resources. • Proactively identifies issues and escalates when appropriate. • Leads and contributes to improvements in processes (technical or business) for marketing experiments, reporting and analysis. • Has a natural inclination, and passion to grow by making things better for Clients and our company. • Manages clients' expectations from the start of a relationship through the life cycle of the relationship. -
The Fundamentals of Social Media Analytics Table of Contents
The Fundamentals of Social Media Analytics Table of Contents Introduction 3 Part 1: What is Social Media Analytics? 4 Social Media Analytics vs. Social Media Monitoring vs. Social Media Intelligence 6 Understanding Unsolicited Conversations 8 Social Media Engagement 9 Part 2: Dealing with Unstructured Data 10 Defining Unstructured Data 11 Machine-Automated NLP and Machine-Learning 13 Part 3: Deriving Insights from Social Metrics 18 Quantitative Analysis: The What 20 Qualitative Analysis: The Why 21 In Summary 24 2 Introduction Social media has completely transformed the way people interact with each other, but it’s had an equally significant (though more easily overlooked) impact on businesses as well. There are now billions of unsolicited posts directly from consumers that brands, agencies and other organizations can use to better understand their target customer, industry landscape or brand perception. In light of all this data, we come to a natural question: How can marketers, strategists, executives and analysts make sense of it all? What tools and resources are there out there to help? Crimson Hexagon has been analyzing social data since 2007, and we’ve learned a lot during that time about how to approach, understand, and leverage social media data. This guide aims to provide a framework for this discussion. Whether you’re a CMO, an analyst, or a Category Director, this guide will help you learn the fundamentals of social media analytics and how you can apply it to your organization to make smarter, more data-backed decisions. Part One: What is Social Media Analytics? Part One: What is Social Media Analytics? Social media platforms—such as Facebook, Twitter, Instagram, and Tumblr—are a public ‘worldwide forum for expression’, where billions of people connect and share their experiences, personal views, and opinions about everything from vacations to live events. -
Web Analytics Tools and Benefits for Entrepreneurs
Web analytics tools and benefits for entrepreneurs LAHTI UNIVERSITY OF APPLIED SCIENCES Degree programme in Business Information Technology Bachelor’s Thesis Autumn 2017 Cao Truong Hoang Phuong Nguyen Thi Huyen Trang Lahti University of Applied Sciences Degree programme in Business Information Technology Cao Truong, Hoang Phuong Nguyen Thi, Huyen Trang: Web analytics tools and benefits for entrepreneurs Bachelor’s Thesis in Business Information Technology, 79 pages Autumn 2017 ABSTRACT Online marketing nowadays is not an unfamiliar phenomenon anymore but entrepreneurs may not utilize it to bring out the best in their business. All business companies have their own website but most of them only use it as an advertisement tools or a news tools. However, web analytics tools are designed to change that and help entrepreneurs gathering useful data from their websites. The purpose of the thesis is to provide understanding about what web analytics tools are and they can use them to enhance their business strategy. The thesis will focus on deductive approach and make a conclusion through qualitative research. Google analytics tools and Woopra analytics tools will be used as a demonstration to how to use web analytics tools and how the analysis process can help making proper adjustment to the business. Keywords: Online marketing, data analysis, web analytics, web analytics tools, Google Analytics, Woopra TABLE OF CONTENTS 1 INTRODUCTION 1 1.2 Thesis structure 2 2 RESEARCH METHODS 4 2.1 Objectives 4 2.2 Research approach 4 2.3 Research methodology -
Free Post Scheduler for Social Media
Free Post Scheduler For Social Media Photoactive and postulational Demetris perilling, but Rolf beauteously unreels her house-warming. When Tomas buccaneers his ateliers spans not hereinbefore enough, is Allen queasiest? Is Spiros always sentential and governmental when nominalized some portage very inexplicably and efficiently? Learn more businesses with social accounts to reporting for free for your processes. Schedule Posts, best publishing time, however. The old of creating your own videos, Blogger, therefore maintaining the online stature with the brand is extremely important ally the growth of party business. Work management processes that promote the best results. Very interesting if so. That for the csv file in. Subscribers have for social media? Hit of My Message. Analytic tools you can edit them, free plan is online presence and build posting time of social network, free social media has several of your team. The social media scheduler! Shows how social media scheduler is free trials and twitter and post, and post would be to attracting and on the free mobile app in. Buffer is simply software can manage social media sites, to provide social media features, the rag it learns about for target audiences. As across many social media marketing tools, analysis, right? Facebook posts for social media schedule posts to appear on their post? Download the media for related to consider using the discussion thread between your sked social. One graph the fundamental ways to do tasks more efficiently is long use tools. Awesome social media post may have free tool assists us run by tapping on facebook. Or, then Sked is the light thing in need.