{"id":4064,"date":"2016-01-26T19:06:08","date_gmt":"2016-01-26T19:06:08","guid":{"rendered":"https:\/\/irsg.bcs.org\/informer\/?p=4064"},"modified":"2016-01-26T19:06:08","modified_gmt":"2016-01-26T19:06:08","slug":"socialsensor-sensing-political-content-in-social-media-streams","status":"publish","type":"post","link":"https:\/\/archive-irsg.bcs.org\/informer\/?p=4064","title":{"rendered":"SocialSensor: Sensing political content in social media streams"},"content":{"rendered":"<p>The successful use of online material in <a title=\"Voters, MySpace, and YouTube: The Impact of Alternative Communication Channels on the 2006 Election Cycle and Beyond\" href=\"http:\/\/ssc.sagepub.com\/content\/early\/2007\/12\/03\/0894439307305636\" target=\"_blank\" rel=\"noopener\">political campaigns over the past two decades<\/a> has motived the inclusion of social network websites\u2014such as <em>Twitter<\/em>\u2014as an integral part of the political apparatus. Indeed, after the growth of candidate websites in 1996, Jesse Ventura\u2019s e-mail campaign in 1998, the online fund-raising for John McCain\u2019s campaign in 2000, the use of blogs for Howard Dean\u2019s campaign in 2004, and the <a title=\"\u201cYes We Can\u201d: How Online Viewership, Blog Discussion, Campaign Statements, and Mainstream Media Coverage Produced a Viral Video Phenomenon\" href=\"http:\/\/www.tandfonline.com\/doi\/full\/10.1080\/19331681003749030\" target=\"_blank\" rel=\"noopener\">pivotal role of social media in the Obama \u2018Yes We Can\u2019 campaign<\/a> in 2008, Twitter and social media in general have established themselves as a key communication channel in the political arena.<\/p>\n<p><!--more--><\/p>\n<p>In the same way in which social media has become a <a title=\"Identifying and Verifying News through Social Media\" href=\"http:\/\/dx.doi.org\/10.1080\/21670811.2014.892747\" target=\"_blank\" rel=\"noopener\">primary source of news and a forum for journalists to publish<\/a>, political analysts are increasingly turning to Twitter as an indicator of political opinion. On Twitter we can \u201csee\u201d what is actually being said without having to explicitly draw attention to it through questions as in the case of current methodologies for polling, which tend to consist of questions over the phone, online or face-to-face. Through Twitter posts, we can observe <em>influencing topics<\/em>, <em>people<\/em>, and <em>events<\/em> without influencing them ourselves.<\/p>\n<p class=\"MsoNormal\">At the <a title=\"School of Computing and Digital Media at Robert Gordon University (Aberdeen)\" href=\"http:\/\/www.rgu.ac.uk\/about\/faculties-schools-and-departments\/faculty-of-design-and-technology\/school-of-computing-science-and-digital-media\" target=\"_blank\" rel=\"noopener\"><em>School of Computing and Digital Media<\/em> at <em>Robert Gordon University <\/em>(Aberdeen)<\/a>, a group of researchers led by <a title=\"Professor Ayse G\u00f6ker - Robert Gordon University\" href=\"https:\/\/www.rgu.ac.uk\/dmstaff\/goker-ayse\" target=\"_blank\" rel=\"noopener\">Professor Ayse G\u00f6ker<\/a> are addressing research questions at the cutting edge of news, political science and social media. Currently, they are investigating whether Twitter can provide a platform for political deliberation online, and how accurately Twitter can inform us about the electorate\u2019s political sentiment. This work builds on the large European (FP7) project, <em><a title=\"Introducing SocialSensor\" href=\"http:\/\/www.socialsensor.eu\/\" target=\"_blank\" rel=\"noopener\">SocialSensor<\/a><\/em>, which ran from 2011 to the beginning of 2015 and focused on aspects of <a title=\"Scottish Independence Referendum on Twitter\" href=\"https:\/\/www.rgu.ac.uk\/research\/research-home\/institute-for-innovation-design-and-sustainability\/digital-technologies\/smart-information-systems\/socialsensor\/socialsensor\" target=\"_blank\" rel=\"noopener\">news, elections and political engagement<\/a>.<\/p>\n<p class=\"MsoNormal\"><a title=\"New RGU study to investigate political activism among young people\" href=\"https:\/\/www.rgu.ac.uk\/news\/new-rgu-study-to-investigate-political-activism-among-young-people\" target=\"_blank\" rel=\"noopener\">G\u00f6ker\u2019s team work<\/a> on the <em>Scottish Independence Referendum<\/em> (2014-2015) has sparked off a unique collaboration among computer scientists, journalists and academics in political science and the humanities, who followed up the political chatter in social media for almost one year, starting a few months prior to the Scottish Referendum in September 2014 and continuing on to the General Election in May 2015. Nearly 28 million tweets were collected through hundreds of hashtags where people and organisations voiced their views around these events and in between. The team created a list of 300 Twitter accounts, consisting of Scottish journalists, politicians, bloggers and public bodies interested in the debate. All public tweets sent to and from those accounts during the debate were collected, and also all tweets containing the hashtags #indyref, #bettertogether, and #yesscotland along with every tweet geo-tagged as being published within Scotland. Throughout this, the team identified and monitored trending topics.<\/p>\n<p class=\"MsoNormal\">Additional post-referendum work has been done to carry out a <a title=\"New RGU study to investigate political activism among young people\" href=\"https:\/\/www.rgu.ac.uk\/news\/new-rgu-study-to-investigate-political-activism-among-young-people\" target=\"_blank\" rel=\"noopener\">qualitative investigation of engagement among young voters<\/a>\u2014aged 16-19 at the time of the Referendum. Working in association with the Scottish Youth Parliament, the team investigated whether the high levels of political engagement during the Referendum translated into broader engagement with politics. Further work has also fostered collaboration with colleagues from the Department of Communication, Marketing and Media at Robert Gordon University, who were interested in the response to <a title=\"Backchannel chat: Peaks and troughs in a Twitter response to three televised debates during the Scottish Independence Referendum campaign 2014\" href=\"https:\/\/openair.rgu.ac.uk\/bitstream\/handle\/10059\/1086\/Pedersen%20ABSWPS%202014%20Backchannel.pdf\" target=\"_blank\" rel=\"noopener\">televised debates associated with the 2015 General Election<\/a>.<\/p>\n<p class=\"MsoNormal\">The <a title=\"Mining Newsworthy Topics from Social Media\" href=\"http:\/\/link.springer.com\/chapter\/10.1007%2F978-3-319-18458-6_2\" target=\"_blank\" rel=\"noopener\">algorithms developed by the RGU team<\/a> have been ranked as top performing in benchmarking initiatives such as the <a title=\"Real-time Topic Detection with Bursty N-grams\" href=\"http:\/\/www.snow-workshop.org\/2014\/\" target=\"_blank\" rel=\"noopener\">SNOW Challenge<\/a>. The team maintains and aims to extend a <a title=\"Sensing Trending Topics in Twitter\" href=\"http:\/\/ieeexplore.ieee.org\/xpls\/abs_all.jsp?arnumber=6525357\" target=\"_blank\" rel=\"noopener\">platform for real-time indexing and search of text and multimedia information in the social Web<\/a>, which also focuses on context-aware retrieval, and data analysis of social media content.<\/p>\n<p class=\"MsoNormal\">Social media is now central to how people consume and produce election news, and this ground-breaking research will provide us with deeper insights into how people are developing their own understanding of elections, which goes beyond the traditional news media agenda and might allow us to spot early trends which could affect the overall outcome. For some authors, <a title=\"&quot;I Wanted to Predict Elections with Twitter and all I got was this Lousy Paper&quot; -- A Balanced Survey on Election Prediction using Twitter Data\" href=\"http:\/\/arxiv.org\/abs\/1204.6441\" target=\"_blank\" rel=\"noopener\">the predictive power of Twitter for real-world outcomes has been exaggerated<\/a>. For others, social media can be construed as a form of collective wisdom that can indeed be used to make <a title=\"Predicting the Future with Social Media\" href=\"http:\/\/dl.acm.org\/citation.cfm?id=1914092\" target=\"_blank\" rel=\"noopener\">quantitative predictions<\/a>; yet, work is still ongoing and critical questions lie ahead.<\/p>\n<p class=\"MsoNormal\"><em>This article was written by Marco Palomino, Ayse G\u00f6ker and Michael Heron.<\/em><\/p>\n<p class=\"MsoNormal\"><strong>Acknowledgements<\/strong><\/p>\n<p class=\"MsoNormal\">The authors acknowledge the contribution made by Sarah Pedersen (media), Simon Burnett (information management) and Graeme Baxter on TV debates during the elections. When working on Scottish youth and political engagement, the authors acknowledge the collaboration with Elizabeth Tait (information management), Iain MacLeod (political science), Graeme Baxter and Peter McLaverty (political science).<\/p>\n<p class=\"MsoNormal\">Ayse G\u00f6ker\u2019s team has been composed of Carlos Martin, Michael Heron, David Corney, Malcolm Clark and Marco Palomino.<\/p>\n<p class=\"MsoFootnoteText\">&nbsp;<\/p>\n<div class=\"mcePaste\" style=\"width: 1px; height: 1px; overflow: hidden;\">\n<p class=\"MsoNormal\">At the <em>School of Computing and Digital Media<\/em> at <em>Robert Gordon University <\/em>(Aberdeen), a group of researchers led by Professor Ayse G\u00f6ker are addressing research questions at the cutting edge of news, political science and social media. Currently, they are investigating whether Twitter can provide a platform for political deliberation online, and how accurately Twitter can inform us about the electorate\u2019s political sentiment. This work builds on the large European (FP7) project, <em>SocialSensor<\/em><a name=\"_ftnref1\" href=\"\/Marco%20Palomino\/My%20Documents\/My%20Twitter%20Work\/my_papers\/informer\/palomino_informer_2016.docx#_ftn1\"><span class=\"MsoFootnoteReference\"><span style=\"font-size: 6.0pt;\"><!--[if !supportFootnotes]--><span class=\"MsoFootnoteReference\"><span>[1]<\/span><\/span><!--[endif]--><\/span><\/span><\/a><sup>,<\/sup><a name=\"_ftnref2\" href=\"\/Marco%20Palomino\/My%20Documents\/My%20Twitter%20Work\/my_papers\/informer\/palomino_informer_2016.docx#_ftn2\"><span class=\"MsoFootnoteReference\"><span style=\"font-size: 6.0pt;\"><!--[if !supportFootnotes]--><span class=\"MsoFootnoteReference\"><span>[2]<\/span><\/span><!--[endif]--><\/span><\/span><\/a> (The SocialSensor Project, 2011), which ran from 2011 to the beginning of 2015 and focused on aspects of news, elections and political engagement.<\/p>\n<\/div>\n<div class=\"mcePaste\" style=\"width: 1px; height: 1px; overflow: hidden;\">\n<p class=\"author\" style=\"margin-bottom: 6.0pt;\">Marco A. Palomino, Michael Heron and Ayse G\u00f6ker<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>The successful use of online material in political campaigns over the past two decades has motived the inclusion of social network websites\u2014such as Twitter\u2014as an integral part of the political apparatus. Indeed, after the growth of candidate websites in 1996, Jesse Ventura\u2019s e-mail campaign in 1998, the online fund-raising for John McCain\u2019s campaign in 2000,&hellip; <a class=\"more-link\" href=\"https:\/\/archive-irsg.bcs.org\/informer\/?p=4064\">Continue reading <span class=\"screen-reader-text\">SocialSensor: Sensing political content in social media streams<\/span><\/a><\/p>\n","protected":false},"author":48,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[201,234],"tags":[],"class_list":["post-4064","post","type-post","status-publish","format-standard","hentry","category-feature-article","category-winter-2016","entry"],"_links":{"self":[{"href":"https:\/\/archive-irsg.bcs.org\/informer\/index.php?rest_route=\/wp\/v2\/posts\/4064","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/archive-irsg.bcs.org\/informer\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/archive-irsg.bcs.org\/informer\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/archive-irsg.bcs.org\/informer\/index.php?rest_route=\/wp\/v2\/users\/48"}],"replies":[{"embeddable":true,"href":"https:\/\/archive-irsg.bcs.org\/informer\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4064"}],"version-history":[{"count":0,"href":"https:\/\/archive-irsg.bcs.org\/informer\/index.php?rest_route=\/wp\/v2\/posts\/4064\/revisions"}],"wp:attachment":[{"href":"https:\/\/archive-irsg.bcs.org\/informer\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4064"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/archive-irsg.bcs.org\/informer\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4064"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/archive-irsg.bcs.org\/informer\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4064"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}