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Social media mining for journalism

Arkaitz Zubiaga, Bahareh Heravi, Jisun An, Haewoon Kwak
2019 Online information review (Print)  
Social media is now critical to our work, allowing us to more easily connect with people, to find useful information and newsworthy content, and to get our journalism to new audiences.  ...  There are three main kinds of social media activity we are concerned with: 1.  ...  Any new activity must not start without very careful consideration and consultation with line management and the Social Media Editor for News, or equivalent. b) The golden rule for all such official social  ... 
doi:10.1108/oir-02-2019-395 fatcat:yzf6afmbmzgtrdefmr4zvndl7i

Mining social media for newsgathering: A review

Arkaitz Zubiaga
2019 Online Social Networks and Media  
In this paper, we provide an overview of research in data mining and natural language processing for mining social media for newsgathering.  ...  This review is relevant to computer scientists researching news in social media as well as for interdisciplinary researchers interested in the intersection of computer science and journalism.  ...  The quintessential social media platform for citizen journalism, Twitter, has become a gold mine for journalists to learn about breaking news and to gather valuable information to broaden the coverage  ... 
doi:10.1016/j.osnem.2019.100049 fatcat:dt63zddmqba7vc47cyjve37i5q

Use of the Omaha System for ontology-based text mining to discover meaning within CaringBridge social media journals

Karen A. Monsen, Sasank Maganti, Robert A. Giaquinto, Michelle A. Mathiason, Ragnhildur I. Bjarnadottir, Mary Jo Kreitzer
2018 Kontakt  
Use of the Omaha System for ontology-based text mining to discover meaning within CaringBridge social media journals. Kontakt 2018; 20(3): e210-e216; http://dx.  ...  A B S T R A C T Objectives: The goals of this study were to examine the feasibility of using ontologybased text mining with CaringBridge social media journal entries in order to understand journal content  ...  Acknowledgements Financial support for this research was provided by CaringBridge, a non-profit located in Eagan, Minnesota.  ... 
doi:10.1016/j.kontakt.2018.03.002 fatcat:e2m4gnfwinc4tbuzhqnbzp77me

Social Media Mining for Assessing Brand Popularity

Eman S Al-Sheikh, Mozaherul Hoque Abul Hasanat
2018 International Journal of Data Warehousing and Mining  
camid=4v1a www.igi-global.com/article/social-media-mining-forassessing-brand-popularity/198973?  ...  Social media mining is defined as the operations of representing, examining, and extracting patterns with meaning from the data available in social media (Zafarani, Abbasi, & Liu, 2014).  ... 
doi:10.4018/ijdwm.2018010103 fatcat:422heyty3ba4da2c5426ibxsce

Evaluation framework for social media brand presence

Irena Pletikosa Cvijikj, Erica Dubach Spiegler, Florian Michahelles
2013 Social Network Analysis and Mining  
marketing channels, and to measure the effectiveness of social media utilization for marketing purposes.  ...  Although numerous examples of using social media platforms for marketing purposes exist, and despite the various efforts from the companies and the general popularity of the medium, measuring the effectiveness  ...  Relevance for Social Media Marketing.  ... 
doi:10.1007/s13278-013-0131-y fatcat:zhjc2mqoynb6der3aonkirkaay

Text mining social media for competitive analysis

Germán Gémar, José Antonio Jiménez-Quintero
2015 Tourism & Management Studies  
Social media are utilised widely. Companies increasingly use social media to communicate and interact with customers.  ...  A dependence was found between several variables obtained through text mining and financial performance. The results indicate that analysis of social media using th  ...  Kaplan and Haenlein (2010) , for example, focus on social media opportunities.  ... 
doaj:37d507237e2046fc8ea568b04aa2b5df fatcat:skywmlpwyrcqdk4glqjuynovgi

Leveraging social media networks for classification

Lei Tang, Huan Liu
2011 Data mining and knowledge discovery  
Social media has reshaped the way in which people interact with each other.  ...  The rapid development of participatory web and social networking sites like YouTube, Twitter, and Facebook, also brings about many data mining opportunities and novel challenges.  ...  We thank BlogCatalog and Flickr for providing APIs. We acknowledge Xufei Wang and Munmun De Choudhury for their help with data collection.  ... 
doi:10.1007/s10618-010-0210-x fatcat:7utmsruwrzgebhuy27okyzo5y4

Opinion-Mining Methodology for Social Media Analytics

2015 KSII Transactions on Internet and Information Systems  
These online communications, often called social media, directly influence marketing and sales; consequently, companies aggressively participate in social media communication and use it for marketing strategies  ...  Social media also generate a large volume of content such as customer reviews, online articles, and tweets; therefore, analyzing social media content is regarded as an opportunity to discover meaningful  ...  Visualize and present opinion-mining results Phase 1: Social Data Aggregation The first phase for mining social media opinion involves the choice of target social media channels and the collection of  ... 
doi:10.3837/tiis.2015.01.024 fatcat:enhgas524jcypg76l4346jipyq

Spatially Supervised Text Mining for Social Media Cleaning and Preprocessing

Martin Werner
2021 GI_FORUM - Journal for Geographic Information Science  
In this paper, we show a framework for partial bot rejection based on spatially supervised text mining from social media messages.  ...  media.  ...  This paper shows how a spatial knowledge injection method applied to text mining can be used to reduce some unwanted signals from social media, making social media a more reliable signal.  ... 
doi:10.1553/giscience2021_01_s68 fatcat:okxr6fe75ze4him3iwhg5lzr34

Social Media Data Mining for Proactive Cyber Defense

Ariel Rodriguez, Koji Okamura
2020 Journal of Information Processing  
With this in mind, we present an end-to-end real-time cyber situational awareness system which aims to retrieve security-relevant information from the social networking site Twitter.com.  ...  The Internet is constantly evolving, producing many new data sources that can be used to help us gain insights into the cyber threat landscape and in turn, allow us to better prepare for cyberattacks.  ...  [16] , who find a correlation between negative social media sentiment and cyberattacks.  ... 
doi:10.2197/ipsjjip.28.230 fatcat:ula3y7k66fcxjlqncle3gdqkzy

A Clustering Technique for Improving Marketing Strategy in Social Media using Data Mining Approach

Shreyas S
2017 International Journal Of Engineering And Computer Science  
The huge and dynamic character of these data creates the premise for the employment of web content mining strategies aimed to automatically discover useful information dormant within the data which helps  ...  On-line Social Networks (SNSs) are today one of the most popular interactive medium to communicate, share and disseminate a considerable amount of human life information.  ...  Social media marketing refers to the process of gaining website traffic or attention through social media sites. Companies are increasingly using social media for marketing purposes.  ... 
doi:10.18535/ijecs/v6i4.14 fatcat:dywok3uc7vfl7ixmvshysaoj5e

Mining for Social Media: Usage Patterns of Small Businesses

Shilpa Balan, Janhavi Rege
2017 Business Systems Research  
In this paper, we apply data mining and analytics to extract the usage patterns of social media by small businesses.  ...  Objectives: The aim of this paper is to describe with an example how data mining can be applied to social media. This paper further examines the impact of social media on small businesses.  ...  In this paper, we apply data mining and analytics to extract the usage patterns of social media by small businesses. Specifically, we look at the Twitter posts related to small business.  ... 
doi:10.1515/bsrj-2017-0004 fatcat:62fxqbpjobdzpozwazmeaxhkoe

InfoExtractor—A Tool for Social Media Data Mining

Charles File, Chirag Shah
2012 Journal of Information Technology & Politics  
Nor must a user wait for results to be collected and collated, as with many other social media data mining tools.  ...  Many involved in social media research note the "fire hose of data" effect that comes with mining social media data.  ... 
doi:10.1080/19331681.2012.665259 fatcat:6ft2hfulq5f6fcv2haayyuakzi

Analysis of Mining Social Media – A Learners Perspective

2020 International journal for research in engineering application & management  
and tools for retrieving social media data.  ...  The combinational approach of data mining and social media will provide the user to gain an insight and prominent idea how can be mined.  ...  AN OVERVIEW OF TOOLS FOR XV. FINDINGS The main research focus of this is social media mining.  ... 
doi:10.35291/2454-9150.2020.0017 fatcat:kt2w2rhk7jbp3mdbdytc2bj3km

Social Media Forensics for Hate Speech Opinion Mining

George Wafula, Andrew M.
2016 International Journal of Computer Applications  
Social Media Forensics for Hate Speech Opinion Mining relates to the scientific application of cyber forensics tools to social media web forums to extract, identify and document hate speech.  ...  PREVIOUS EFFORTS IN OPINION MINING Social Media Analytics for Radical Opinion formulated a procedure for radical opinion identification that was divided into three steps which included post collection,  ... 
doi:10.5120/ijca2016912258 fatcat:w2jsvhahvvh75fujtfecqke57a
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