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Analyzing (social media) networks with NodeXL

Marc A. Smith, Ben Shneiderman, Natasa Milic-Frayling, Eduarda Mendes Rodrigues, Vladimir Barash, Cody Dunne, Tony Capone, Adam Perer, Eric Gleave
2009 Proceedings of the fourth international conference on Communities and technologies - C&T '09  
We demonstrate NodeXL data analysis and visualization features with a social media data sample drawn from an enterprise intranet social network.  ...  A sequence of NodeXL operations from data import to computation of network statistics and refinement of network visualization through sorting, filtering, and clustering functions is described.  ...  We imagine one network analysis scenario for NodeXL will be to analyze social media network data sets.  ... 
doi:10.1145/1556460.1556497 dblp:conf/candt/SmithSMRBDCPG09 fatcat:3p2prr65bnexfccxoq6zp2bdmi

Book Review: Analyzing Social Media Networks with NodeXL - Insights from a Connected World

Aras Bozkurt
2017 Contemporary Educational Technology  
With a special focus on social networking in digital networked spaces, "Analyzing Social Media Networks with NodeXL: Insights from a Connected World" explains how to practice social network analysis by  ...  Introduction The book "Analyzing Social Media Networks with NodeXL: Insights from a Connected World" was authored by Derek L. Hansen, Ben Shneiderman, and Marc A. Smith.  ... 
doi:10.30935/cedtech/6195 fatcat:cgqm5qfgabcxjbhjtz3mqxwjtq

Analyzing Enterprise Social Media Networks

Marc Smith, Derek L. Hansen, Eric Gleave
2009 2009 International Conference on Computational Science and Engineering  
The creation and analysis of sample social media network datasets is described to illustrate types of enterprise networks and considerations for their analysis.  ...  The resulting networks can be analyzed to reveal basic insights into an organization's structure and dynamics.  ...  ACKNOWLEDGMENTS We appreciate the assistance of Telligent Systems, the NodeXL development Team, and the students of social media analysis classes at the University of Maryland.  ... 
doi:10.1109/cse.2009.468 dblp:conf/cse/SmithHG09 fatcat:jdrlghu5bvh2np3uszlkfjrbh4

Analyzing (social media) networks with NodeXL

Mgr Hornová
2002 Florida. Proceedings... Florida: ACM   unpublished
A 68 umělců a spisovatelů. Tomu odpovídá i poměrně shodný počet komunit (9, 5, 6). Obrázek vizualizace VPL představuje i vyšší propojenost v rámci knihovny a jejího okolí. Městská knihovna v Praze jasně vede v počtu lajkovaných stránek, ale i vzájemných propojení a má nejvyšší modularitu, tedy otevřenost jednotlivých komunit. Odpovídá tomu její role v rámci sítě veřejných pražských knihoven. Město Brno má cca o 220 tis. obyvatel méně než Vancouver. Počet uživatelů Facebooku knihovny KJM je ale
more » ... více než třetinu nižší než těch, kteří se zajímají o facebookové stránky veřejné knihovny ve Vancouvru. Na druhou stranu KJM má jasně ne-jvyšší průměrné propojení každého bodu. V tomto článku jsem se snažila popsat funkce a možnosti softwaru Gephi, jak by je mohly pro své aktivity na sociálních sítích využívat knihovny. Gephi umí zpracovat velké množství dat do přehledných vizualizací a připravuje podklady pro další pří-padnou podrobnější analýzu. V případě analýzy online sociálních sítí je vždy důležité si stanovit, co vlastně chceme zjistit, a jak můžeme výsledky analýzy využít v praxi. ¢ Európska konferencia o informačnej gramotnosti sa tento rok konala 10. 10.-13. 10. 2016 v Prahe. Ako každý rok, aj teraz predstavila hlavné trendy v oblasti teórie, praxe aj výskumu informačnej gramotnosti. Špecifickým tematickým zameraním tohto ročníka bola najmä orientácia na širšie tematické presahy informačnej gramot-nosti-smerom k médiám, sociológii aj komunikácii. Autori niekoľkých výrazných kľúčových a pozvaných prednášok sa zamýšľali najmä nad koncepciou digitálnej gramotnosti. Tara Brabazon je dekankou na Flinders University v Adelaide a profesorkou kulturológie aj autorkou viacerých publikácií (napr. Digital Dieting: From Information Obesity to Information Fitness, 2013). V prednáške sa zamyslela nad 3D knihovníkom, pri-čom ide o zmeny v jeho práci pod vplyvom digitalizácie, deteritorializácie (prekračovanie hraníc priestoru pod vplyvom digi-tálnych technológií) a disintermediácie (zmeny v distribučnom a publikačnom reťazci, keď miznú tradiční sprostredkovatelia). Poukázala na sociálne a komunikačné zmeny pod vplyvom digitalizácie a technologického rozvoja. Otázky, ktoré si kládla sú-visia najmä s tým, či nie sme pod vplyvom digitálnych technológií, dnes už všetci knihovníci, a ako sa mení vzdelávanie a gra-motnosť. Vzniká tiež otázka, do akej miery pohlcuje digitálne prostredie a vzdelávanie tradičné knižnice a ako vznikajú nové inštitúcie-napríklad tzv. "postmoderná" univerzita. Uviedla mnoho príkladov programov informačnej gramotnosti aj zmien vo vzdelávaní, výskume či vôbec vnímaní informácií, ktoré formujú novšie vzory sociálnej inklúzie aj práce s informáciami na mentálnej úrovni. Ďalšia kľúčová prednáška holandského sociológa Jana van Dijka naznačila podobné širšie súvislosti informačnej gramotnosti v modernej spoločnosti. Nevyhol sa ani negatívnym javom, ktoré súvisia so všeobecnejším včlenením digitálnych technológií do každodenného života či vzdelávania (napríklad povrchné učenie študentov). Na základe svojich publikácií naznačil trendy Informačná gramotnosť a sociálna inklúzia: ECIL 2016
fatcat:ulbtgcibwbcj7oqm2s3igkw5sm

First Steps to Netviz Nirvana: Evaluating Social Network Analysis with NodeXL

Elizabeth M. Bonsignore, Cody Dunne, Dana Rotman, Marc Smith, Tony Capone, Derek L. Hansen, Ben Shneiderman
2009 2009 International Conference on Computational Science and Engineering  
Social Network Analysis (SNA) has evolved as a popular, standard method for modeling meaningful, often hidden structural relationships in communities.  ...  NodeXL, an open-source template for Microsoft Excel, integrates a library of common network metrics and graph layout algorithms within the familiar spreadsheet format, offering a potentially low-barrierto-entry  ...  ACKNOWLEDGMENTS We thank the University of Maryland participants who offered improvements for NodeXL. Natasa Milic-Frayling provided helpful suggestions and support.  ... 
doi:10.1109/cse.2009.120 dblp:conf/cse/BonsignoreDRSCHS09 fatcat:7x4uh6uwc5hndcmgrurnm2azwm

Do You Know the Way to SNA?: A Process Model for Analyzing and Visualizing Social Media Network Data

Derek L. Hansen, Dana Rotman, Elizabeth Bonsignore, Nataa Milic-Frayling, Eduarda Mendes Rodrigues, Marc Smith, Ben Shneiderman
2012 2012 International Conference on Social Informatics  
Tools and processes to analyze social traces are essential for enabling practitioners to study and nurture meaningful and sustainable social interaction.  ...  Traces of activity left by social media users can shed light on individual behavior, social relationships, and community efficacy.  ...  the social media data?  ... 
doi:10.1109/socialinformatics.2012.26 dblp:conf/socialinformatics/HansenRBMRSS12 fatcat:mcjahyhfdzcxrj7b2reixxm6ve

The Social Media Macroscope

Joseph Yun, Nickolas Vance, Chen Wang, Joseph Troy, Luigi Marini, Robert Booth, Todd Nelson, Ashley Hetrick, Hagen Hodgekins
2018 Figshare  
The Social Media Macroscope (SMM) is a science gateway with the goal of removing that limitation and making social media data, analytics, and visualization tools accessible to researchers and students  ...  In recent years, the explosion of social media platforms and the public collection of social data has brought forth a growing desire and need for research capabilities in the realm of social media and  ...  INTRODUCTION Social media analytics is, "concerned with developing and evaluating informatics tools and frameworks to collect, monitor, analyze, summarize, and visualize social media data, usually driven  ... 
doi:10.6084/m9.figshare.6855269.v1 fatcat:klgwgibx2nhcpeeoeq6cbif2ye

The Social Media Macroscope

Joseph Yun, Nickolas Vance, Chen Wang, Joseph Troy, Luigi Marini, Robert Booth, Todd Nelson, Ashley Hetrick, Hagen Hodgekins
2018 Figshare  
The Social Media Macroscope (SMM) is a science gateway with the goal of removing that limitation and making social media data, analytics, and visualization tools accessible to researchers and students  ...  In recent years, the explosion of social media platforms and the public collection of social data has brought forth a growing desire and need for research capabilities in the realm of social media and  ...  INTRODUCTION Social media analytics is, "concerned with developing and evaluating informatics tools and frameworks to collect, monitor, analyze, summarize, and visualize social media data, usually driven  ... 
doi:10.6084/m9.figshare.6855269.v2 fatcat:wi6tgzujjnfcxnlri3gkr7j45u

Analyzing Social Media and Learning Through Content and Social Network Analysis: A Faceted Methodological Approach

Anatoliy Gruzd, Drew Paulin, Caroline Haythornthwaite
2016 Journal of Learning Analytics  
This research is supported through a five-year research initiative "Learning Analytics for the Social Media Age" funded by the Social Science and Humanities Research Council of Canada (2013Canada ( -2018  ...  Analyzing social media and learning through content and social network analysis: A faceted methodological approach.  ...  As a class facilitator, one may wish to keep the diameter low to ensure that information spreads efficiently in the network; however, when analyzing communication networks on social media, larger values  ... 
doi:10.18608/jla.2016.33.4 fatcat:kec2bvtukbeifm667wakygaxu4

Catalyzing social media scholarship with open tools and data

Marc A. Smith
2015 Journal of Contemporary Eastern Asia  
It has implemented a free and open network collection, analysis, and visualization tool called NodeXL to facilitate social media network research.  ...  There is a need to document and analyze these social spaces for many academic and commercial purposes.  ...  Acknowledgements Our thanks to the members of the NodeXL project team and the Social Media Research Foundation and the Pew Internet Research Center.  ... 
doi:10.17477/jcea.2015.14.2.087 fatcat:fmnj3cxkpfhktgo3rlx2orriiq

Understanding user behavior in a local social media platform by social network analysis

Tingan Tang, Matti Hämäläinen, Antti Virolainen, Juho Makkonen
2011 Proceedings of the 15th International Academic MindTrek Conference on Envisioning Future Media Environments - MindTrek '11  
Characterizing user behavior by social network analysis in social media has been an active research domain for a long time.  ...  In this paper, We study the user behavior by social network analysis in a campus-based social media platform for exchanging goods and services.  ...  Third, we use NodeXL to analyze the conversation or communication network. Figure 3 shows the conversation network by NodeXL. The conversation network is a directed graph.  ... 
doi:10.1145/2181037.2181067 dblp:conf/mindtrek/TangHVM11 fatcat:zl3vqlkyjbbknlolbau7pkl2ga

Retrieving Information from Social Media using Ontology

Tengku Adil Tengku Izhar, Mohd Shamsul Mohd Shoid, Abdul Ismail Mohd Jawi, Trieu Minh Nhut Le
2016 International Journal of Academic Research in Business and Social Sciences  
We investigate how external data such as social media can support internal data such as organizational data in relation to the organizational goals.  ...  The results from the case study demonstrate how we incorporate social data and organizational data.  ...  NodeXL is applied to retrieve data from social media and import this data. NodeXL demonstrate data analysis with a social media data sample drawn from an enterprise intranet social network.  ... 
doi:10.6007/ijarbss/v6-i9/2267 fatcat:7eylkafhajdipbv7g2yba5yrdy

Impact of social media on e-commerce

Dr Manohar Singh, Gobindbir Singh
2018 International Journal of Engineering & Technology  
Social network has gained remarkable attention in the last decade and as the evolution take place, accessing social network sites such as Twitter, Facebook, LinkedIn, Instagram and YouTube have become  ...  The main objective of this project is to identify the role of social media marketing strategy and evaluate its importance over traditional marketing strategy in building brand names and consumer behavior  ...  NodeXL gives users the permission to collect, analyze, and visualize a variety of networks thereby providing easy access to social media network data streams.  ... 
doi:10.14419/ijet.v7i2.30.13457 fatcat:abqbvsz5xbfejbaduhvlctlsba

Using ontology for goal-based query to evaluate social media data

2016 Journal of Advances in Humanities and Social Sciences  
NodeXL is applied to retrieve data from social media and import this data. NodeXL demonstrates data analysis with a social media data sample drawn from an enterprise intranet social network.  ...  At this stage of the research, we examine user trends on social media based on certain query as this query is defined as a goal. We use NodeXL to obtain and analyze data from Twitter.  ... 
doi:10.20474/jahss-2.2.5 fatcat:twkck7axlfgjrla6n2qn6pl4gu

Library Advocacy Through Twitter: A Social Media Analysis of #savelibraries and #getESEAright

Ann Dutton Ewbank
2015 School Libraries Worldwide  
A review of the literature outlining social network analysis and the use of Twitter for advocacy, procedures for using NodeXL (a software package for social media analysis), and a taxonomy of Twitter conversations  ...  Advocacy groups of all types use social media to reach their constituents.  ...  (A(companion(book,(Analyzing( Social(Media(Networks(with(NodeXL:(Insights(from(a(Connected(World((Hansen,(Shneiderman,(&(Smith,( 2010 )(gives(many(examples(of(how(to(use(the(software(plugBin.  ... 
doi:10.29173/slw6892 fatcat:e7lvpboljjaifpw45ukobp2hnm
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