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Mobile Social Software

November 3, 2011: Seoul, South Korea – International Symposium on Convergence Technology (ConTech 2011)

22OctMay 7, 2015 By Marc Smith

I will speak at the International Symposium on Convergence Technology (ConTech 2011) – Smart & Humane World – on November 3rd in Seoul, South Korea.

Date: 2011 November 3 (Thurs)
Place: COEX Grand Ballroom, Seoul, Korea
Organized by Advanced Institutes of Convergence Technologies (AICT), Seoul National University (SNU)
In Cooperation with Ministry of Knowledge Economy, Ministry of Education, Science and Technology, National Research Foundation of Korea, Graduate School of Convergence Science and Technology (GSCST)
Symposium Chair : Choi, Yanghee (President, AICT)

Program
09:00~09:30 Registration
09:30~10:00 Opening Ceremony
Plenary Session : Smart & Humane World through Convergence
10:00~10:40 Speaker (TBD)
10:50~11:30 Speaker (TBD)
11:30~13:00 Lunch
Session 1 : Bio Convergence (Chair : Prof. Kim, Sunghoon)
Session 2 : IT Convergence (Chair : Dr. Lee, Manjai)
Session 3 : Appropriate Technology (Chair : Prof. Kang, Namjun)
13:00~15:00 Scott A. Strobel (Professor, Yale University)
Speaker Kevin Kim (Professor, University of Illinois)
Speaker Masaru Kitsuregawa (Professor, Tokyo University)
Speaker Haesun Park (Professor, Georgia Institute of Technology)
Speaker Marc Smith (Connected Action)
Speaker Sang-goo Lee (Professor, Seoul National University)
Speaker Haklae Kim (Samsung)
Speaker Raghu Ramakrishnan (Yahoo)

My slides: 20111103 con tech2011-marc smith

View more presentations from Marc Smith.

I will also visit Professor Han Woo Park at YeungNam University (Wikipedia) in Daegu, South Korea to meet with his students in the Webometrics Institute program.

This will be my second trip to Korea, I was there last year for a related event.  Pictures after the jump:

Continue reading →

Posted in All posts, Connected Action, Measuring social media, Mobile Social Software, NodeXL, Research, Social Media, Social network, Social Network Analysis, Talks, Visualization Tagged 2011, COEX, Conference, ConTech, ConTech2011, Korea, Marc, Marc Smith, network, NodeXL, November, Presentation, Smith, SNA, Social Media, South Korea, Talk, Visualization

September 22-23, 2011: Purdue University – Lecture on Social Media Networks

16SepMay 7, 2015 By Marc Smith

I will speak at Purdue University on September 22 and 23, 2011 about mapping social media networks.

My host is Sorin Matei, professor of Communications, who has been researching the social structure of social media networks.

I will also speak at Professor Matei’s class: COM 63200 On-line Interaction and Facilitation

Here is an example map of the connections among the people who tweeted the word “Purdue” on September 16th, 2011:

Connections among the Twitter users who recently tweeted the word Purdue when queried on September 16, 2011, scaled by numbers of tweets (with outliers thresholded). Connections created when users reply, mention or follow one another.

See: www.purdue.edu/

Layout using the “Group Layout” composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.

(Edges connecting users are bundled and curved with recent features added to NodeXL v.177.)

A larger version of the image is here: www.flickr.com/photos/marc_smith/6155750905/sizes/o/in/ph…

Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality

Clauset-Newman-Moore algorithm is defined here: pre.aps.org/abstract/PRE/v70/i6/e066111

Top most between users:
@lifeatpurdue
@jajuanjohnson
@stfu_gabby
@purdueexponent
@charliienosheen
@mbrister2
@boilerfootball
@purduesports
@hipandresanbo
@cheesebrrrrr

Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 4045
Edges With Duplicates: 706
Total Edges: 4751
Self-Loops: 977
Connected Components: 429
Single-Vertex Connected Components: 395
Maximum Vertices in a Connected Component: 528
Maximum Edges in a Connected Component: 4134
Maximum Geodesic Distance (Diameter): 12
Average Geodesic Distance: 3.517707
Graph Density: 0.003507508
NodeXL Version: 1.0.1.177

More NodeXL network visualizations are here: www.flickr.com/photos/marc_smith/sets/72157622437066929/

NodeXL is free and open and available from www.codeplex.com/nodexl

NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) – which is dedicated to open tools, open data, and open scholarship.

The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.

Posted in All posts, Collective Action, Common Goods, Community, Companies, Connected Action, Foundation, Industry, Measuring social media, Mobile Social Software, Network visualization layouts, NodeXL, Research, SMRF, Social Interaction, Social Media, Social Media Research Foundation, Social network, Social Network Analysis, Social Roles, Social Theories and concepts, Sociology, Talks, University, Visualization Tagged 2011, Indiana, Infovis, Lecture, Marc, Marc Smith, NodeXL, Presentation, Purdue, Smith, SMRF, SNA, Social Media, Social Media Research Foundation, Sociology, Talk, Trip, University, workshop

23-26 August 2011 – Summer Social Webshop (Webshop 2.0) – The return of a great tradition

10JunMay 7, 2015 By Marc Smith


Summer Social Webshop
on
T
echnology-Mediated Social Participation
University of Maryland, College Park
August 23-26, 2011

Several years ago a program at the University of Maryland called “Webshop” (Web Workshop) was organized by Professor John Robinson and held for three consecutive Summers.  I visited and spoke at two of these events and know many people who attended or spoke at one or more and remember the event enthusiastically.   The students who attended include some of the now leading researchers in the field of social science studies of the internet.  There is an impressive alumni list.

The last Webshop was held in 2003 and many years and significant changes have occurred in the time since.  Twitter, Facebook, StreetView, iPad, FourSquare, Android, Kinect, EC2, Mechanical Turk, Arduino, were all new or non-existent when the first Webshops were run.  Today we have more reason than ever to focus on the details and patterns of computer-mediated human association. Ever more people channel more of their communications with others through more digital media, often of the social kind.  A new data resource for the social sciences is growing in scale and promise: from billions of events it is possible to start to build a picture of an aggregate whole, and to start to grasp the terrain and landscape of social media.

The Summer Social Webshop (@Webshop2011) is happening again!  With the generous support of the National Science Foundation and additional assistance from Google Research, this August 23-26 at the University of Maryland, College Park, a group of students will hear and engage with more than two dozen leading researchers exploring digital social landscapes from a variety of perspectives.  Organized by a collaboration between the University of Maryland’s Human Computer Interaction Laboratory (HCIL), the College of Information Studies, the Sociology and Computer Science Department, and the Social Media Research Foundation, the event will gather students from a wide range of disciplines to get a concentrated dose of advanced efforts to gather data from social media and people’s understanding and practices around digital technologies.   Doctoral students in computer science, iSchools, sociology, communications, political science, anthropology, psychology, journalism, and related disciplines are invited to apply to attend this summer’s 4-day intensive workshop on Technology-Mediated Social Participation (TMSP).  The workshop explores the many ways social media can be applied to national priorities such as health, energy, education, disaster response, political participation, environmental protection, business innovation, or community safety.  The workshop should be of interest to graduate students at US universities studying social-networking tools, blogs and microblogs, user-generated content sites, discussion groups, problem reporting, recommendation systems, mobile and location aware media creation, and other social media.

For more information, please contact Alan Neustadtl (alan.neustadtl@gmail.com).

–

Photos

[flickrset id=”72157627509211294″ thumbnail=”thumbnail” photos=”” overlay=”true” size=”small”]

Posted in All posts, Collective Action, Common Goods, Community, Conference, Cultural Representations, Foundation, Maryland, Measuring social media, Metrics, Mobile Social Software, NodeXL, Politics, Research, SMRF, Social Media, Social network, Social Network Analysis, Social Roles, Social Theories and concepts, Sociology, Talks, Technology, University, Visualization Tagged 2011, August, Foundation, Maryland, Media, Research, SMRF, SMRFoundation, social, Social Media Research Foundation, University, Webshop, workshop

May 28/29 Quantified Self 2011 – Conference in Mountain View, California, NodeXL EventGraph Maps of #quantifiedself

25MayMay 7, 2015 By Marc Smith

I am very interested in the Quantified Self conference to be held in Mountain View, California, May 28 and 29.  While I have attended just a few of the in-person meet-ups, which were engaging and intriguing events, I have followed the blog and tweet stream closely.  These events feature short presentations about practices, prototypes, and products that record information about our own behavior and activity.  It is great to hear that, as the meet-ups grew to become very large, a conference has been organized to accommodate the demand and growing interest in the intersection of sensors and other devices with medical and personal self-monitoring.  Using a variety of devices, our lives can now create detailed inscriptions that illuminate our behavior and patterns with novel clarity and detail. (See: http://quantifiedself.com/conference/)

I plan to attend.  I will speak on Sunday morning at a 10:30 breakout session on using social media network analysis to map personal and collective social media spaces.

Quantifying the “Quantified Self” discussion in Twitter: Here is a map of the connections among the people who recently tweeted the string “quantified self” on May 25th, 2011.

[flickr id=”5760875146″ thumbnail=”medium” overlay=”true” size=”medium” group=”” align=”none”]
Click for larger image.

The top most between participants in this graph were:
[flickr id=”5760331211″ thumbnail=”medium” overlay=”true” size=”medium” group=”” align=”none”]
@timoreilly
@quantifiedself (-1)
@harscoat (-)
@edyson
@qsparis
@egadenne (-4)
@agaricus (-)
@brunoaziza
@adriana872
@chloester

Bolded users also appeared in a previous map made earlier in the year, on January 20, 2011, which looked like this:
20110120-NodeXL-Twitter-Quantified Self Graph Highlighted Most Between User with tooltip

This is the list of the most “between” users in this network on January 20th, 2011:
20110120-NodeXL-Twitter-Quantified Self Graph Top Between List
The most between participants in this graph are: @quantifiedself, @egadenne, @harscoat, @genomera, @neufit, @jxa, @agaricus, @emergentorder, @bulletproofexec, @2healthguru.

The topics discussed in the quantifiedself tweet stream can be rendered as a network graph based on words that co-occur:
20110120-NodeXL-Twitter-Quantified Self High Between Keyword Co-occurance Network Graph

[flickrset id=”72157626748710875″ thumbnail=”thumbnail” photos=”” overlay=”false” size=”small”]

Posted in All posts, Conference, Location, Measuring social media, Medical sensors, Mobile Devices, Mobile Social Software, Network clusters and communities, Network visualization layouts, NodeXL, Quantified Self, Robotics and human augmentation, Sensors, SMRF, Social Interaction, Social Media, Social Media Research Foundation, Social network, Social Roles, Social Theories and concepts, Sociology, Technology, Visualization Tagged 2011, Devices, Documentation, EventGraph, Health, Medical, Monitoring, NodeXL, QS, Quantified Self, Self, Sensor, Sensors, SNA, socialmedia, Surveillance 1 Comment

July 17 – July 23, 2011 – NodeXL Session at Computational Social Science Workshop, Lipari Island, Italy

25AprMay 7, 2015 By Marc Smith


Logo
Lipari

I will be speaking at the Jacob T. Schwartz International School for Scientific Research week long Lipari School on Computational Social Science , July 17 – July 23, 2011, Lipari Island, Italy.

This year’s program is dedicated to Computational Social Science: Text and Decisions

Speakers:

  • Claudio Cioffi-Revilla: Director of the Center for Social Complexity, Krasnow Institute for Advanced Study, George Mason University, Washington DC.
  • Huan Liu: Community Detection and Mining in Social Media [abstract]
    School of Computing, Informatics, and Decision Systems Engineering, Arizona State University
  • Roel Popping: Computer-assisted text analysis, and the relevance of decision making and text mining [abstract]
    Department of Sociology, University of Groningen

Tutorials

  • Marc A. Smith: Charting Collections of Connections in Social Media: Maps and Measures with NodeXL [abstract]
    Chief Social Scientist, Connected Action Consulting Group
  • Calogero Zarba: Introduction to matrix algebra [abstract]
    Neodata Intelligence s.r.l., Italy
  • Alessandro Pluchino: Netlogo: An agent based simulation programmable environment [abstract], University of Catania, Italy
Posted in All posts, Collective Action, Common Goods, Community, Conference, Measuring social media, Metrics, Mobile Devices, Mobile Social Software, Network clusters and communities, Network data providers (spigots), Network metrics and measures, Network visualization layouts, NodeXL, Performance scale parallel and cloud computing, Research, Social Interaction, Social Media, Social network, Social Network Analysis, Social Roles, Sociology, Talks, Technology, University, User interface, Visualization Tagged 2011, Analysis, Italy, July, Lecture, Lipari, Marc Smith, network, NodeXL, Presentation, SNA, social, Talk, Tutorial, workshop

29 and 30 September 2010 – Mobile Web in Africa, Johannesburg, South Africa (#MWA10)

24SepMay 7, 2015 By Marc Smith

I returned to South Africa to attend the 2010 edition of Mobile Web Africa, a conference focused on the remarkable adoption and development of mobile networks and technology in Africa.

The conference took place on 29th & 30th September 2010 in Johannesburg, South Africa.

I presented a workshop on social media network analysis, see: http://www.mobilewebafrica.com/marc-smith-workshop.php

2010 sept – mobile web africa – marc smith – says who – mapping social media crowds

View more presentations from Marc Smith.

The conference twitter hashtag #MWA2010 received a significant amount of traffic.  I mapped the collection of collections formed when people who tweeted “#MWA2010” also followed, replied, or mentioned one another.  The following two EventMaps of the #MWA2010 twitter hashtag illustrates the development of the network.

Mobile Web Africa 2010

Map of the connections among people who tweet “MWA2010” on October 5th, 2010

20100929-NodeXL-Twitter-MWA2010-Top Between

Map of the connections among people who tweet “MWA2010” on September 29th, 2010

The later graph is defined by three leading contributors who each generated significant retweeting along with mentions and replies.

I attended the previous 2009 Mobile Web Africa conference in Johannesburg, South Africa, organized by AllAmber Media which also featured a focus on the next wave of mobile devices and services.

Mobile is BIG in Africa.  The “Remote control of the Universe” = Mobile Phone.

The speaker from Samsung last year noted that for many Africans, the mobile device is their first and main method for managing digital objects.  A phone is not just a phone, it is a still and video camera, music player, watch, web browser, flashlight, wallet and file system.

Mobile Web Africa, Johannesburg, South Africa

The representative from Yonder Mobile Media noted that mobile phones have now exceeded the installed base of the previously most widely used communication technology: FM Radio.  But mobile is different from FM: mobile devices are two way, provide a method for exchanging payments, and are a primary method of access to the internet for many billions of people.  Mobile is the “first” screen for many people in Africa, not the third screen role that it plays in more developed economies.  Regional services like MXIT and The Grid are offering Internet services tailored to affordable mobile devices.

Photos from this year’s event:

[flickrset id=”72157625100738318″ thumbnail=”square”]

Photos from last year’s event:

[flickrset id=”72157622600743734″ thumbnail=”square”]

Photos from Cape Town:

[flickrset id=”72157624977171523″ thumbnail=”square”]

Posted in All posts, Collective Action, Common Goods, Community, Conference, Connected Action, Measuring social media, Metrics, Mobile Devices, Mobile Social Software, Network visualization layouts, NodeXL, Social Media, Social network, Social Network Analysis, Social Roles, Sociology, Talks, Visualization Tagged 2010, Africa, Analysis, Chart, graph, Marc Smith, Mobile, Mobile Web Africa, MWA, Presentation, September, SNA, Social network, Talk, Visualization

April 19 -21, 2010 – Conference: eComm 2010: Emerging Communications – Video now available

01SepMay 7, 2015 By Marc Smith

Emerging Communications America 2010

I spoke at the eComm 2010 conference on April 20, 2010, talking about:

Mapping mobile social networks with NodeXL: finding key users, groups, and locations

The video is now available:

The video reviews the creation of maps like this:

NodeXL - eComm 2010 Twitter Map

That illustrate the connections among people who tweet the term “#ecomm2010”, scaled by the number of followers.

Abstract: Social network analysis (SNA) is a powerful method for gaining insight into the massive collections of connections created when many people connect to one another through mobile devices. SNA has been widely applied to desktop social media and is moving into the mobile world. Prominent studies of the “call graph” have been produced at national scales.

Mobile providers are applying SNA to identify key subscribers who can reduce churn and help gain adoption of new services and products. Network analysis has historically had a steep learning curve, but now new tools are making SNA easier for less technical users. This talk will describe social network concepts and their application to mobile data sets. A free and open add-in for the popular Excel 2007 spreadsheet called NodeXL (http://www.codeplex.com/nodexl) can perform many complex SNA tasks like data import, scrubbing, metrics calculation, clustering, and visualization. Applying this tool to call graph and subscriber data sets can reveal key positions in the network that can attract and hold other subscribers in the system.

Examples of network analysis of social media and mobile data sets can be found on the Connected Action blog (http://www.connectedaction.net).

NodeXL - eComm 2010 Twitter Map

Posted in All posts, Conference, Industry, Mobile Devices, Mobile Social Software, Talks Tagged 2010, Conference, eComm, Mobile, NodeXL, Phone, San Francisco, San Jose, SNA, Social network, Talk

July 12-13, 2010: Microsoft Research Faculty Summit, Redmond, WA

08JulMay 7, 2015 By Marc Smith

Faculty Summit

The 2010 Microsoft Research Faculty Summit was held July 12 and 13 in Redmond, Washington.  Among the many panels and discussions related to the state of computer science the NodeXL team had several representatives talking about the ways network science education can be expanded using an easy to use application for network analysis built on Excel.

Jimmy Lin from the University of Maryland also attended to speak about programming in the cloud.

Here is the abstract for the NodeXL talk:

NodeXL – Social Network Analysis in Excel—Natasa Milic Frayling, Microsoft Research; Ben Shneiderman, University of Maryland; Marc Smith, Connected Action

Businesses, entrepreneurs, individuals, and government agencies alike are looking to social network analysis (SNA) tools for insight into trends, connections, and fluctuations in social media. Microsoft’s NodeXL is a free, open-source SNA plug-in for use with Excel. It provides instant graphical representation of relationships of complex networked data. But it goes further than other SNA tools—NodeXL was developed by a multidisciplinary team of experts that bring together information studies, computer science, sociology, human-computer interaction, and over 20 years of visual analytic theory and information visualization into a simple tool anyone can use. This makes NodeXL of interest not only to end-users but also to researchers and students studying visual and network analytics and their application in the real world. NodeXL has the unique feature that it imports networks from Outlook email, Twitter, flickr, YouTube, WWW, and other sources, plus it offers a rich set of metrics, layouts, and clustering algorithms. This talk will describe NodeXL and our efforts to start the Social Media Research Foundation.

Some photos from the event:

Saul Greenberg at the 2010 MSR Faculty Summit

Saul Greenberg

Ben Shneiderman and Andy van Dam 2010 MSR Faculty Summit

Ben Shneiderman and Andy van Dam

Ben Shneiderman, Natasa Milic-Frayling, and Marc Smith at the 2010 MSR Faculty Summit

Ben Shneiderman, Natasa Milic-Frayling and Marc Smith

Tom McMail and Marc Smith at 2010 MSR Faculty Summit

Tom McMail and Marc Smith

Posted in All posts, Conference, Microsoft, Mobile Devices, Mobile Social Software, NodeXL, Research, Social Media, Social network, Social Network Analysis, Talks, Visualization Tagged 2010, Bellevue, Ben, Conference, Event, Faculty, July, Meeting, Microsoft, Microsoft Research, Milic-Frayling, MSR, Natasa, NodeXL, Redmond, Research, Shneiderman, Social Media, Summit, Washington

May 23, 2010 – Tutorial: NodeXL and Social Media Network Analysis at ICWSM 2010

22MayMay 7, 2015 By Marc Smith

Fourth International AAAI Conference on Weblogs and Social Media
(ICWSM-10)
May 23-26, 2010
George Washington University, Washington, DC

Sponsored by the Association for the Advancement of Artificial Intelligence

The ICWSM 2010 conference starts Sunday.  This is a very high quality conference on the study of social media.  My colleague, Professor Derek Hansen, and I will lead a tutorial on using NodeXL to analyze social media networks.
2010 - May - 22 - NodeXL - twitter ICWSM muliplex edge weights color betweenness

SA2: Introduction to Social Media Network Analysis
Marc Smith (Connected Action) and
Derek Hansen (University of Maryland)

Social networks are the defining data structure of social media, created as people reply, link, click, favorite, friend, re-tweet, co-edit, mention, or tag one another. In this tutorial, we review the core concepts and methods of social network analysis and apply it to the collection, analysis, and visualization of social media networks. Using the free and open NodeXL application, learn how to extract a social media network and generate metrics and visualizations that highlight key people and positions within streams of tweets, videos, photos, or emails.

Posted in All posts, Collective Action, Common Goods, Community, Conference, Connected Action, ICWSM, Maryland, Measuring social media, Metrics, Mobile Social Software, Network clusters and communities, Network data providers (spigots), Network metrics and measures, Network visualization layouts, NodeXL, Social Media, Social network, Social Network Analysis, Social Roles, Social Theories and concepts, Sociology, Talks, Visualization Tagged 2010, AAAI, AI, Blogs, Conference, Connected Action, D.C., Derek, Hansen, ICWSM, Marc Smith, Maryland, May, NodeXL, SMRF, SMRFoundation, SNA, Social Media, Social Media Research Foundation, Tutorial, University, Washington, Weblogs

Mobile Web Africa – October 13-14, 2009, Johannesburg, South Africa

05OctMay 7, 2015 By Marc Smith

2009 - October - Mobile Web Africa Banner

Next week I will be attending and discussing mobile social media and social networks at the Mobile Web Africa conference in Johannesburg, South Africa. It is my first time to Africa and I am excited to both visit and to discuss how mobile networked devices can change social organizations.  Mobile devices are in many ways more important in emerging and developing regions where the availability of these tools enable the first voice and data services that have ever been affordable and reliable, let alone mobile.  There are vast opportunities in this space, a topic well reviewed in the recent issue of the Economist:

2009 - Spetmebr - Economist - Mobile Marvels Cover Small

The Mobile Web Africa event will focus on these key questions:

  1. How will the industry evolve to a point where the vast majority of people have access to the mobile web and the content they want to view?
  2. How will the industry fully exploit existing and future opportunities?
  3. How can PC or mobile based developers and start-ups monetise their innovation and creativity to grow in to companies that will drive the expansion of the ecosystem?
  4. How can Operators, Original Equipment Manufacturers, global associations and other mobile powerhouses assist their smaller partners?
  5. How can societal and economic problems be tackled by the development of the capabilities of the mobile device?
  6. What handsets, standards, networks and designs will allow consumers to successfully access the content and consume it?
  7. How will the consumer be able to discover that content – through an Application, Browser, Search Engine, Advert, Social Network?

I will focus my discussion on the idea of the “Electrification of the Interaction Order” and topics related to the growing use of sensors on mobile devices and the sharing of the resulting data.  A service like SenseNetworks is a  good example of a mobile data collection, analysis, and presentation service.  Other sites, like Quantified Self, CureTogether, and FitBit, are examples of the social movements, web applications, and devices that are emerging in the self-monitoring medical tracking space.  These communities overlap with the trail based exercise communities of runners, bikers, skaters, hikers, and skiers, some with artistic inclinations.  I see a new wave of devices that are extensively quantify your “self” and “others”, perhaps when people swap sensor data with one another.  The recent work of Nathan Eagle and his co-authors illustrate the possibilities of using many devices with (already existing and widely used) sensors can generate remarkable maps of human behavior.  Much of this data will take the form of social networks as people are linked by “hyperties” – forms of association and connection that are authored by machines from the records of association and behavior.  People will be linked who have never met, in the same way that web book store customers who have never met can be linked by common browse and purchase patterns.  Hyperties will be formed by shared use of location, even if at different times, or patterns created by passing through different spaces at different times but in common patterns (Starbucks, then gas?  Or subway then tea shop?).  The notion of “Tribes” used by the SenseNetworks company is a good example of this approach.    The Economist is all over this topic, with another article “Mobile phones Sensors and sensitivity” that captures the topic.  Jonathan Donner’s work is also a good resource for insights on the role of mobile technology in many parts of the world.  The ability to enable a form of banking service is a particular benefit for the many people who do not have access to banking services.

[flickrset id=”72157622600743734″ thumbnail=”square”]
Posted in All posts, Conference, Data Mining, Ecology, Industry, Location, Measuring social media, Medical sensors, Mobile Devices, Mobile Social Software, NodeXL, Privacy, Sensors, Social Interaction, Social Media, Social network, Social Roles, Sociology, Talks Tagged 2009, MobileWebAfrica, October, South Africa, Talk

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Transparency in Social Media
Sorin Adam Matei, Martha G. Russell, Elisa Bertino

CÓMO ENCONTRAR LOS HASHTAGS MÁS POTENTES: Para convertir LEADS a VENTAS (SEOHashtag nº 1) (Spanish Edition)

Apply NodeXL in espanol!

CÓMO ENCONTRAR LOS HASHTAGS MÁS POTENTES - Para convertir LEADS a VENTAS (SEOHashtag nº 1) (Spanish Edition)
By: Vivian Francos from #SEOHashtag Comparto algunas de las mejores formas de elegir los hashtags más poderosos y
que puedan generar tráfico a tus redes sociales para aprovechar el poder del
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Si quieres aumentar tus interacciones, debes aprender a utilizar los hashtags como herramienta.

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