{"id":159875,"date":"2010-01-04T00:00:00","date_gmt":"2010-01-04T00:00:00","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/msr-research-item\/detecting-spam-in-a-twitter-network\/"},"modified":"2018-10-16T21:37:26","modified_gmt":"2018-10-17T04:37:26","slug":"detecting-spam-in-a-twitter-network","status":"publish","type":"msr-research-item","link":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/detecting-spam-in-a-twitter-network\/","title":{"rendered":"Detecting spam in a Twitter network"},"content":{"rendered":"<div class=\"asset-content\">\n<p>Spam becomes a problem as soon as an online communication medium becomes popular. Twitter\u2019s behavioral and structural properties make it a fertile breeding ground for spammers to proliferate. In this article we examine spam around a one-time Twitter meme\u2014\u201crobotpickuplines\u201d. We show the existence of structural network differences between spam accounts and legitimate users. We conclude by highlighting challenges in disambiguating spammers from legitimate users.<\/p>\n<\/div>\n<p><!-- .asset-content --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Spam becomes a problem as soon as an online communication medium becomes popular. Twitter\u2019s behavioral and structural properties make it a fertile breeding ground for spammers to proliferate. In this article we examine spam around a one-time Twitter meme\u2014\u201crobotpickuplines\u201d. We show the existence of structural network differences between spam accounts and legitimate users. We conclude [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"msr-content-type":[3],"msr-research-highlight":[],"research-area":[13555,13558,13559],"msr-publication-type":[193715],"msr-product-type":[],"msr-focus-area":[],"msr-platform":[],"msr-download-source":[],"msr-locale":[268875],"msr-post-option":[],"msr-field-of-study":[],"msr-conference":[],"msr-journal":[],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-159875","msr-research-item","type-msr-research-item","status-publish","hentry","msr-research-area-search-information-retrieval","msr-research-area-security-privacy-cryptography","msr-research-area-social-sciences","msr-locale-en_us"],"msr_publishername":"Microsoft Research","msr_edition":"First Monday","msr_affiliation":"","msr_published_date":"2010-01-04","msr_host":"","msr_duration":"","msr_version":"","msr_speaker":"","msr_other_contributors":"","msr_booktitle":"","msr_pages_string":"","msr_chapter":"","msr_isbn":"","msr_journal":"First Monday","msr_volume":"15","msr_number":"1","msr_editors":"","msr_series":"","msr_issue":"","msr_organization":"","msr_how_published":"","msr_notes":"","msr_highlight_text":"","msr_release_tracker_id":"","msr_original_fields_of_study":"","msr_download_urls":"","msr_external_url":"","msr_secondary_video_url":"","msr_longbiography":"","msr_microsoftintellectualproperty":1,"msr_main_download":"","msr_publicationurl":"http:\/\/firstmonday.org\/htbin\/cgiwrap\/bin\/ojs\/index.php\/fm\/article\/view\/2793\/2431","msr_doi":"","msr_publication_uploader":[{"type":"url","title":"http:\/\/firstmonday.org\/htbin\/cgiwrap\/bin\/ojs\/index.php\/fm\/article\/view\/2793\/2431","viewUrl":false,"id":false,"label_id":0}],"msr_related_uploader":"","msr_attachments":[{"id":0,"url":"http:\/\/firstmonday.org\/htbin\/cgiwrap\/bin\/ojs\/index.php\/fm\/article\/view\/2793\/2431"}],"msr-author-ordering":[{"type":"text","value":"Sarita Yardi","user_id":0,"rest_url":false},{"type":"text","value":"Daniel Romero","user_id":0,"rest_url":false},{"type":"text","value":"Grant Schoenebeck","user_id":0,"rest_url":false},{"type":"user_nicename","value":"dmb","user_id":31651,"rest_url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/microsoft-research\/v1\/researchers?person=dmb"}],"msr_impact_theme":[],"msr_research_lab":[199563],"msr_event":[],"msr_group":[],"msr_project":[170498],"publication":[],"video":[],"download":[],"msr_publication_type":"article","related_content":{"projects":[{"ID":170498,"post_title":"Social Media Collective","post_name":"social-media-collective","post_type":"msr-project","post_date":"2010-07-06 19:46:44","post_modified":"2023-04-14 15:38:19","post_status":"publish","permalink":"https:\/\/www.microsoft.com\/en-us\/research\/project\/social-media-collective\/","post_excerpt":"The mission of the SMC is first and foremost\u00a0to bring critical and analytical lenses to contemporary sociotechnical systems, particularly around media, expertise, labor, and publics. 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