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Social Media Analytics [chapter]

Sihem Amer-Yahia, Alexandre Termier, Behrooz Omidvar-Tehrani
2017 Encyclopedia of Database Systems  
Definition Social media analytics is the science of developing models and algorithms in order to understand users and user-generated content in social media.  ...  Text Analytics in Social Media Sihem Amer-Yahia (CNRS/LIG, France), Sofiane Abbar (Qatar Computing Research Institute, Qatar), Noha Ibrahim (LIG, France) Structure Analytics in Social Media Sihem Amer-Yahia  ... 
doi:10.1007/978-1-4899-7993-3_80671-2 fatcat:vitd7ylgvbew5nq2g74jiwhbzy

Social media analytics

Jure Leskovec
2011 Proceedings of the 20th international conference companion on World wide web - WWW '11  
The present tutorial investigates techniques for social media modeling, analytics and optimization.  ...  Online social media represent a fundamental shift of how information is being produced, transferred and consumed.  ...  This opens rich venues for mining and analyzing social media data. Companies analyze social media data to perform analytics, sentiment analysis or find influencers.  ... 
doi:10.1145/1963192.1963309 dblp:conf/www/Leskovec11 fatcat:czivwgvrbrc4ddstwpsv5raqai

Social Media Analytics [chapter]

Gohar F. Khan
2017 Social Media for Government  
. • Look at interaction rates rather than audience volume • Analyse what people interact with in terms of both your objectives and post type • who is talking about you in the social space 'Reach': the  ... 
doi:10.1007/978-981-10-2942-4_6 fatcat:mmcai6cdcncmbke5bbp7nyafoi

Social Media Analytics [chapter]

Judah Phillips
2015 Win with Advanced Business Analytics  
Also this paper throws light on the pros and cons of the growth of social media analytics that is likely to occur in the near future.  ...  This paper explains the importance and budding popularity of social media analytics, which are the tools used for quantifying, exploring, analyzing and interpreting the results of interactions between  ...  Social Media Analytics Metrics The business objectives and goals needed to be sketched is the foremost step to social media analytics development approach.  ... 
doi:10.1002/9781119205371.ch12 fatcat:rxibvphljzhend3mvrlhten3vm

Social Media Predictive Analytics

Svitlana Volkova, Benjamin Van Durme, David Yarowsky, Yoram Bachrach
2015 Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Tutorial Abstracts  
The recent explosion of social media services like Twitter, Google+ and Facebook has led to an interest in social media predictive analytics -automatically inferring hidden information from the large amounts  ...  We will start with an overview of the existing approaches for social media predictive analytics. We will describe the state-of-the-art static (batch) models and features.  ...  She works on machine learning and natural language processing techniques for social media predictive analytics.  ... 
doi:10.3115/v1/n15-4005 dblp:conf/naacl/VolkovaDYB15 fatcat:4t2f7rdy65cexnf5h3vjmvr3g4

Geo-Social Media Analytics

Cheng-Te Li, Hsun-Ping Hsieh
2015 Proceedings of the 24th International Conference on World Wide Web - WWW '15 Companion  
topics and some future directions of geo-social media analytics.  ...  We will introduce the background, motivation, challenges of geosocial media analytics, followed by an over-view of data sources of geo-social media.  ... 
doi:10.1145/2740908.2741985 dblp:conf/www/LiH15 fatcat:wejwlyedfng5fhlx3qfppfvrvy

Challenging social media analytics

Ramine Tinati, Olivier Phillipe, Catherine Pope, Les Carr, Susan Halford
2014 Proceedings of the 2014 ACM conference on Web science - WebSci '14  
In this paper we outline some of the challenges for social media analytics andat the same time -challenge existing approaches to social media analysis.  ...  ; and second we consider social theories might inspire the development of new methodological tools for social media analytics.  ...  In both cases, social scientists' experience in researching these areas raises challenges for social media analytics.  ... 
doi:10.1145/2615569.2615690 dblp:conf/websci/TinatiPPCH14 fatcat:lufo4vn5abgenjafkk3nr4mpha

Social Media Analytics & Tools

K. Praveena, S. Rajeswari
2021 International Journal of Research in Library Science  
Definition of SMA and the need for Social media analytics, various analysis and the important aspects of social media analytics, criteria for selecting the appropriate tool, and few of the social media  ...  Social media is a good medium to understand realtime consumer choices, intentions and sentiments, and social media analytics is how to convert this data into information which will help in decision making  ...  Kinds of analysis in social media Segmentation is a fundamental need in social media analytics.  ... 
doi:10.26761/ijrls.7.2.2021.1412 fatcat:3nzdiiq3f5aftkso5mqbb5ybma

Doing social media analytics

Phillip Brooker, Julie Barnett, Timothy Cribbin
2016 Big Data & Society  
social media data.  ...  This application of existing methodological thinking to social media analytics gives us pause -to what extent are these concepts relevant to social media analytics, given that its difference from more  ... 
doi:10.1177/2053951716658060 fatcat:oikmn6mznfhvxnfmz2naksw3lm

Structured analytics in social media

Mahashweta Das, Gautam Das
2015 Proceedings of the VLDB Endowment  
Structured analytics in social media is the process of discovering the structure of the relationships emerging from this social media use.  ...  We also emphasize open problems and challenges for future research in the area of structured analytics and social media.  ...  and reaction in social media, and structured analytics that discovers the structure of relationships emerging from social media use.  ... 
doi:10.14778/2824032.2824135 fatcat:lqf3l44fkjajjgzsguk275ngba

Social Media Analytics and Intelligence

A. Siddhartha, Kunal Jagdale
2018 International Journal of Computer Applications  
Social media Analytics has become a vital part of the data analytics as the vast population is involved in social media and immeasurable insights can be taken from their activities in the social media  ...  Recent advances in the internet have helped social media to influence many areas of business, marketing, weather forecasting, communication etc.  ...  Why social media analytics?  ... 
doi:10.5120/ijca2018916302 fatcat:pp2bek5pbjaglofaei2tze2av4

Text Analytics in Social Media [chapter]

Xia Hu, Huan Liu
2012 Mining Text Data  
We next discuss the research progress of applying text analytics in social media from different perspectives, and show how to improve existing approaches to text representation in social media, using real-world  ...  In this chapter, we first introduce the background of traditional text analytics and the distinct aspects of textual data in social media.  ...  Applying Text Analytics to Social Media It presents great challenges to apply traditional methods to process textual data in social media.  ... 
doi:10.1007/978-1-4614-3223-4_12 fatcat:ynmfabrhpjf6vils663o3rs2za

Social Media Analytics: Data Utilization of Social Media for Research

Ria Andryani, Edi Surya Negara, Dendi Triadi
2019 Journal of Information Systems and Informatics  
Social Media Analytics (SMA) aims to make the process of analysis and synthesis of social media data to produce information can be used by those in need.  ...  This research is exploratorily focused on understanding the technology that became the basis of social media using various techniques exist and is already used in the study of social media analytic previously  ...  be able to produce more accurate information in analyzing social media data.  ... 
doi:10.33557/journalisi.v1i2.23 fatcat:bhdvey6r7besjdlibuqc7xu5x4

Towards a social media analytics platform

Manish Gupta, Rui Li, Kevin Chen-Chuan Chang
2014 Proceedings of the 23rd International Conference on World Wide Web - WWW '14 Companion  
The proposed tutorial on social analytics for Twitter will contain three parts.  ...  Though a lot of it is mere social babble, it also contains fresh news coming from human sensors at a humungous rate.  ...  The proposed tutorial on social analytics for Twitter will contain three parts.  ... 
doi:10.1145/2567948.2577264 dblp:conf/www/GuptaLC14 fatcat:dbku47ahizdrdcrwymgr2j52ce

Social Media Analytics: The Kosmix Story

Xiaoyong Chai, Omkar Deshpande, Nikesh Garera, Abhishek Gattani, Wang Lam, Digvijay S. Lamba, Lu Liu, Mitul Tiwari, Michel Tourn, Zoheb Vacheri, STS Prasad, Sri Subramaniam (+6 others)
2013 IEEE Data Engineering Bulletin  
In this paper we describe social media analytics, as carried out at Kosmix. While our framework can handle many types of social media data, for concreteness we will focus mostly on tweets.  ...  Initially targeting Deep Web search, in early 2010 Kosmix shifted its main focus to social media, and built a large infrastructure to perform social media analytics, for a variety of real-world applications  ...  Concluding Remarks In this paper we have described how Kosmix performed semantic analysis of social media, by extracting the most important entities, relationships, and events from the data.  ... 
dblp:journals/debu/ChaiDGGLLLTTVPSHRADCD13 fatcat:lu5ygfhwejcr7ig6iem47sns7a
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