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Real-time Social Media Analytics through Semantic Annotation and Linked Open Data

Diana Maynard, Mark A. Greenwood, Ian Roberts, George Windsor, Kalina Bontcheva
2015 Proceedings of the ACM Web Science Conference on ZZZ - WebSci '15  
This paper describes an open source framework for analysing large volume social media content, which comprises semantic annotation, Linked Open Data, semantic search, dynamic result aggregation, and information  ...  There is also an interactive semantic search interface (Prospector), where users can save, refine, and analyse the results of semantic search queries over time.  ...  AN OPEN SOURCE FRAMEWORK FOR SOCIAL MEDIA ANALYSIS The social media analytics toolkit is based around GATE [3] , and consists of data collection, semantic annotation, indexing, search and visualisation  ... 
doi:10.1145/2786451.2786500 dblp:conf/websci/MaynardGRWB15 fatcat:2e6dolhcbzbcfatocpqb6hdzby

Utility of social media and crowd-sourced data for pharmacovigilance: a scoping review protocol

Andrea C Tricco, Wasifa Zarin, Erin Lillie, Ba Pham, Sharon E Straus
2017 BMJ Open  
Findings from this review will ultimately inform the design and development of a data analytics platform for social media and crowd-sourced data for pharmacovigilance in Canada and internationally.  ...  This scoping review aims to assess the utility of social media and crowd-sourced data to detect and monitor adverse events related to health products including pharmaceuticals, medical devices, biologics  ...  media or crowd-sourced data used) and outcomes (eg, data analytics/listening platform characteristics, data analytics used, validity and reliability of social media or crowd-sourced data).  ... 
doi:10.1136/bmjopen-2016-013474 pmid:28104709 pmcid:PMC5253521 fatcat:b4jsaitcnvhirgjmju5dgowve4

A System for Analysis of Big Data from Social Media

Dmytro Lande, Igor Subach, Alexander Puchkov
2020 Information & Security An International Journal  
A B S T R A C T : The article presents the basic principles of building and using a monitoring and analysis system of social media on cybersecurity, based on the concepts of Big Data, Data/Text Mining,  ...  It is based on the application of methods and tools of information retrieval, data analysis and aggregation of information flows, and is used for social media content monitoring as a component of decision  ...  Acknowledgements This research was supported by CyRADARS project (SPS G5286 "Cyber Rapid Analysis for Defense Awareness of Real-time Situation") in the frame of the NATO Science for Peace and Security  ... 
doi:10.11610/isij.4703 fatcat:mda365ykujcido4sf2fflycuua

Social media analytics: a survey of techniques, tools and platforms

Bogdan Batrinca, Philip C. Treleaven
2014 AI & Society: The Journal of Human-Centred Systems and Machine Intelligence  
This has led to an 'explosion' of data services, software tools for scraping and analysis and social media analytics platforms.  ...  In addition, it discussed the requirement of an experimental computational environment for social media research and presents as an illustration the system architecture of a social media (analytics) platform  ...  and the source are credited.  ... 
doi:10.1007/s00146-014-0549-4 fatcat:eaezr6dis5fsvjv3o52zjuwhde

Comprehensive scoping review of health research using social media data

Joanna Taylor, Claudia Pagliari
2018 BMJ Open  
To inform the search strategy, we developed an inclusive list of keyword combinations related to social media, health and relevant methodologies.  ...  Social Sciences Index and Abstracts, alongside the Google search engine.  ...  Which social media are used as a source of data?  ... 
doi:10.1136/bmjopen-2018-022931 pmid:30552260 pmcid:PMC6303712 fatcat:vetpq4tcqravlciajbyhgmfnhi

Social Media Analytics as an Enabler for External Search and Open Foresight—The Case of Tesla's Autopilot and Regulatory Scrutiny of Autonomous Driving

Christofer Laurell, Christian Sandstrom
2021 IEEE transactions on engineering management  
Our results underscore the potential of the Social Media Analytics for external search for knowledge and open foresight that enable firms to tune in to weak signals and scan the periphery.  ...  This article illustrates how firms can apply one such novel method called Social Media Analytics, a multiplatform approach incorporating multiple external sources drawn from Web 2.0, that enable external  ...  This article makes a contribution by systematically assessing how the novel method of social media analytics [42] can be utilized to enable external knowledge search and open foresight and the foresight  ... 
doi:10.1109/tem.2021.3072677 fatcat:ak5bx4fj3bhcbnv26fkv37s2di

Listening Solutions

Stephen D. Rappaport
2010 Journal of Advertising Research  
. ¢ Media monitoring services based on search, these services monitor conven- tional and social media using alerts or dashboards to report back to users.  ...  Some, like Trendrr, use a programmer’s interface to integrate cor- porate data sources with monitored social- media sources.  ... 
doi:10.2501/s00218491009135x fatcat:xskxz2gflfcffpbcxfqaokav74

Distribution Analysis of Information of an Extremist Nature in Open Sources over the Subjects of the Russian Federation

А.А. Aidaralieva, О.V. Alferova
2018 KnE Social Sciences  
Keywords: extremism, data analysis, terrorism, open sources, media.  ...  This article represents the distribution analysis of extremist information in the open sources of the subjects of the Russian Federation (RF) and for the first time the zoning of extremist information  ...  The author also reviews Russian open source monitoring and analysis systems, develops methods for keywords searching and sources.  ... 
doi:10.18502/kss.v3i2.1536 fatcat:ywbou4tm3nbwfgd2uesbawntq4

Specialised Media Monitoring Tool to Observe Situational Awareness

Heloise Pieterse, Carien Van 't Wout, Zubeida Kahn, Chris Serfontein
2022 International Conference on Cyber Warfare and Security (ICIW)  
In comparison, digital media, such as social media, provides access to vast collections of open-source information.  ...  The open-source information available on digital media platforms is current and easily accessible.  ...  Acknowledgements The authors would like to thank Roelof Temmingh for sharing his technical insight, guidance and support during the design and development of the specialised social media monitoring tool  ... 
doi:10.34190/iccws.17.1.16 fatcat:svoqrebhzfcipg3swaez4woyxa

Preface: special issue on geo-social media analytics

Feng Chen, Arnold Boedihardjo, Chang-Tien Lu
2018 Geoinformatica  
observed in social media: Twitter feeds, user blogs, Flikr images, and others.  ...  Advancements in communication infrastructures and low access barriers to communication sinks (e.g., personal mobile devices) have dramatically increased the size and reach of open source data such as those  ...  Lastly, focusing on developing fundamental computational methods to support automatic analyses is the paper by Kanza and Shalem ("Combined Geo-social Search: Computing Top-k Join Queries over Incomplete  ... 
doi:10.1007/s10707-018-0324-7 fatcat:j7gww2mcxrcofpbuoss5qm4z2u

Social Media Monitoring for Crisis Communication: Process, Methods and Trends in the Scientific Literature

Aino Ruggiero, Marita Vos
2014 Online Journal of Communication and Media Technologies  
Other tools mentioned include Gawk, an open-source command-line tool which can be used to further process data into e.g. tweet statistics and metrics (Bruns& Liang, 2012) , and the open source visualization  ...  from diverse online news media sources were collected via search and then analysed for e.g. main beliefs and favourable/unfavourable attitudes towards the issue of interest.  ... 
doi:10.29333/ojcmt/2457 fatcat:ybo2cy25mndizdio342bwtgb6y

Social media in Ebola outbreak

2016 Epidemiology and Infection  
The term 'Ebola' was used in the search for media reports.  ...  This article provides a review of the current social media use specifically in this outbreak by systematically collecting data from ProQuest Newsstand, Dow Jones Factiva, Program for Monitoring Emerging  ...  Data derived and analysed from social media are known as social media analytics [3] .  ... 
doi:10.1017/s095026881600039x pmid:26939535 fatcat:fj65ybxbljfxvaraflozuhqjse

Introduction to Network Analysis of Social and Digital Media Minitrack

Davan Rosen, George A. Barnett
2014 2014 47th Hawaii International Conference on System Sciences  
The papers in this minitrack represent theoretical and analytic developments in social and digital media research.  ...  The complex social networks that people create and manage are dynamic, multi-modal, and increasingly mediated by social and digital media.  ...  The papers in this minitrack represent theoretical and analytic developments in social and digital media research.  ... 
doi:10.1109/hicss.2014.198 dblp:conf/hicss/RosenB14 fatcat:qnb2griklbfnrjdwbx5bclef3a

Introduction to Network Analysis of Social and Digital Media Minitrack

Devan Rosen, George A. Barnett
2015 2015 48th Hawaii International Conference on System Sciences  
The papers in this minitrack represent theoretical and analytic developments in social and digital media research.  ...  The complex social networks that people create and manage are dynamic, multi-modal, and increasingly mediated by social and digital media.  ...  The papers in this minitrack represent theoretical and analytic developments in social and digital media research.  ... 
doi:10.1109/hicss.2015.656 dblp:conf/hicss/RosenB15 fatcat:5z24azsmwfbwri3c7rch3wfsd4

Social media monitoring: aims, methods, and challenges for international companies

Boyang Zhang, Marita Vos
2014 Corporate Communications. An International Journal  
, Social media monitoring: methods, benefits and difficulties for international companies. Corporate Communications: an International Journal, Vol. 19, Issue 4,  ...  Observing and evaluating interaction in social media needs an open mind.  ...  Google Trends, which shows timeline-based search sources (Michaelidou et al., 2011) , and Social Mention, which provides real-time search and analysis in the social media context (Zailskaite-Jakste &  ... 
doi:10.1108/ccij-07-2013-0044 fatcat:p7dp5wdx3bab3o7k63emhaeafm
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