Social network analysis and mining springer

Metrics details. Social networks were first investigated in social, educational and business areas. Academic interest in this field though has been growing since the mid twentieth century, given the increasing interaction among people, data dissemination and exchange of information. As such, the development and evaluation of new techniques for social network analysis and mining SNAM is a current key research area for Internet services and applications.

Key topics include contextualized analysis of social and information networks, crowdsourcing and crowdfunding, economics in networks, extraction and treatment of social data, mining techniques, modeling of user behavior and social networks, and software ecosystems.

These topics have important areas of application in a wide range of fields, such as academia, politics, security, business, marketing, and science. From advances in Computer Science research and practice, the field of SNAM has become an important subject due to i the large amount and diversity of data that could be analyzed, ii the capacity of processing and solving complex analysis with efficiency, iii the development of new solutions for visualization of complex networks, and iv the application of SNAM concepts in different domains.

The study of social networks was leveraged by the social, educational and business communities. Academic interest in this field has been growing since the mid twentieth century [ 1 ], given the increasing interaction among people, data dissemination and exchange of information.

In this scenario, big data sets require more accurate analyses. These topics have important areas of application in a wide range of fields. A social network is composed of actors who have relationships with each other. Networks can have a few to many actors nodes and one or many types of relationships arrows between pairs of actors [ 2 ].

In our daily life, we have several practical examples of social networks: our family, friends, and colleagues from the university, gym, work, or casual meetings. Individuals and organizations — seen as nodes in social networks — can be connected due to several reasons, such as friendship and genealogy, but also values, visions, ideas, finances, disagreements, conflicts, services, computer networks, air routes etc.

The structure created from such a large amount of relationships is complex. Therefore, researchers study the network as a whole from a sociocentric view all the links referring to specific relations in a given populationor as a social structure in an egocentric view with links selected from specific people [ 3 ].

In addition, people join and create groups in any society [ 4 ], but the web platform fostered critical changes in the way people can interact and think about the reality. Interactions i become easier, ii allow a frequent exchange of information, and iii transform communications tools and social media e. As such, the use of social media contributes to the sharing of different types of information, especially in real time.

Some examples are personal data, location, opinions and preferences. In this context, SNAM can support the understanding of preferences and associations, the identification of interactions, the recognition of influences, and the comprehension of information flow context and concepts among network actors.

social network analysis and mining springer

Finally, the understanding of interactions in a specific scenario can produce concrete results. In an organization, employees should work to avoid problems regarding knowledge sharing [ 5 ]. In natural science, social networks can aid in the study of endemies and epidemies propagation [ 6 ]. In marketing, SNAM can be used as a tool for brand spread, or for the study of a market segment towards the understanding of how information propagates [ 7 ].

The last but not least example is the use of SNAM for the identification of criminal networks [ 8 ].Social networks were first investigated in social, educational and business areas.

Academic interest in this field though has been growing since the mid twentieth century, given the increasing interaction amon Citation: Journal of Internet Services and Applications 10 Content type: Editorial. Published on: 22 July Due to the omnipresence of the Internet and Social Media in current society, it has become easy to find groups or communities of people discussing the most varied subjects in discussion forums, social network Loures, Pedro O.

Vaz de Melo and Adriano A. Citation: Journal of Internet Services and Applications 9 Content type: Research. Published on: 15 December The imbalance between the quantity of supply and demand in public transport systems causes a series of disruptions in large metropolises. While extremely crowded vehicles are uncomfortable for passengers, virt Published on: 15 November The identification of power groups that act within the political structure is a tool for citizens and also a challenging research topic as an unstable and complex force of interests system.

This paper presents Published on: 17 October Tie strength allows to classify social relationships and identify different types of them. For instance, social relationships can be classified as persistent and similar based respectively on the regularity wi Authors: Jeancarlo C. Vaz de Melo and Alberto H. Published on: 3 October This paper proposes an analysis of political homophily among Twitter users during the American Presidential Election.

We collected 4.

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Authors: Josemar A. Lima, Mateus F.Social Network Analysis and Mining Encyclopedia ESNAM is the first major reference work to integrate fundamental concepts and research directions in the areas of social networks and applications to data mining. This updated reference integrates all basics concepts and research efforts under one umbrella. Coverage has been expanded to include new emerging topics such as crowdsourcing, opinion mining, and sentiment analysis.

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Revised content of existing material keeps the encyclopedia current. The second edition is intended for college students as well as public and academic libraries.

It is anticipated to continue to stimulate more awareness of social network applications and research efforts. Skip to main content Skip to table of contents. This service is more advanced with JavaScript available.

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Editors: Reda Alhajj, Jon Rokne. Contents Search. The advent of electronic communication, and in particul ar on-line communities, have created social networks of hitherto unimaginable sizes. Also addressed is the application of social network methodologies to other domains, such as web networks and biological networks. Editors and affiliations.It is the main venue for a wide range of researchers and readers from computer science, network science, social sciences, mathematical sciences, medical and biological sciences, financial, management and political sciences.

We solicit experimental and theoretical work on social network analysis and mining using a wide range of techniques from social sciences, mathematics, statistics, physics, network science and computer science. Issue 1, December In this special issue, we provide an interdisciplinary forum for researchers and practitioners to combat the COVID infodemic.

We expect novel research to study the understanding, detection, mitigation, and measurement of the COVID infodemic and potential future outbreaks. Network analysis may play a considerable role in the new setup. However, security becomes a major issue when it comes to big data and network analysis in a distributed environment. Therefore, big data analysts, network security experts, and data scientists hold a prominent position in the current era, where data scientists are highly needed and there is a visible shortage in the market.

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Volume 11 Issue 1, December View all volumes and issues. Elite versus mass polarization on the Brazilian impeachment proceedings of Authors Roberta C.

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Moreira Pedro O. Vaz-de-Melo Gisele L.

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This journal has 35 open access articles. View all articles. Explore Volumes and issues Collections Sign up for alerts. Taxes will be calculated during checkout. Learn about institutional subscriptions.

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Electronic ISSN Print ISSN Shop now! Social Network Analysis and Mining Encyclopedia ESNAM is the first major reference work to integrate fundamental concepts and research directions in the areas of social networks and applications to data mining.

This updated reference integrates all basics concepts and research efforts under one umbrella. Coverage has been expanded to include new emerging topics such as crowdsourcing, opinion mining, and sentiment analysis. Revised content of existing material keeps the encyclopedia current. The second edition is intended for college students as well as public and academic libraries.

It is anticipated to continue to stimulate more awareness of social network applications and research efforts. He published over papers in reputable journals and fully refereed international conferences. Alhajj's has a large research group which in had 10 PhD and 8 MSc students working primarily in the areas of biocomputing and biodata analysis, data. Jon Rokne is a Professor in the Department of Computer Science at the University of Calgary where he chaired the department from to He obtained an M.

His main applied mathematics interests have been interval analysis and global optimization and he has co-authored three books in these areas. In computer science the focus has been computer graphics and physically and biologically based computer simulations with publications on the visual simulation of leaves, auroras, sky, Chinese calligraphy, seismic visu.

JavaScript is currently disabled, this site works much better if you enable JavaScript in your browser. Comprehensive reference for researchers and practitioners Coverage of all fields that contribute to social network construction and analysis Designed to appeal to students and professionals alike see more benefits. Buy this book eReference 2.

social network analysis and mining springer

Buy eReference. Buy Print. FAQ Policy. About this book Social Network Analysis and Mining Encyclopedia ESNAM is the first major reference work to integrate fundamental concepts and research directions in the areas of social networks and applications to data mining. The advent of electronic communication, and in particul ar on-line communities, have created social networks of hitherto unimaginable sizes. Also addressed is the application of social network methodologies to other domains, such as web networks and biological networks.

Show all. Alhajj's has a large research group which in had 10 PhD and 8 MSc students working primarily in the areas of biocomputing and biodata analysis, data mining, multiagent systems, schema integration and re-engineering, social networks and XML. He closely collaborates with RBC Canada.Dave Bock did a great job of listening to all my questions and put very timely and thoughtful responses into his answersI learned a great deal from the course and recommend it highly for all prospective and current AP Statistics teachersFeedback on the homework was very comprehensive and detailed, always encouraging.

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It was a great help for me (thank you very much to the teaching assistant. She is open to discussions, knowledgeable and willing to discuss topics. Golbeck and the TA did a great job to ensure a very good environment to learn and obtain feedback. This course is a great addition to statistics.

The homework was straight forward and Brian responded to questions on the discussion board in a timely fashion. Thank you Brian for all your effort. I thought the notes were fantastic - very clear, and interesting.

One of the best courses I've ever taken. I enjoyed this course very much. I was leery of the Excel plug-in, but it worked out well.

Encyclopedia of Social Network Analysis and Mining

The study materials were well thought out and effective. The instructor took an active interest in our progress. I would highly recommend this class. Very interesting course, excellent content.

social network analysis and mining springer

I'm looking forward using these concepts in my business pretty soonThis class was very interesting and practical. I learned how to structure experiments to be able to isolate the effects that the input variables have on the response variable. It was also interesting seeing the application of linear regression analysis in a little different way than I experienced in the linear regression class I took just before this.

I appreciated the text and will keep it for reference. I would recommend this class to anybody (with a basis in probability theory and calculus) who wishes to get acquainted with bayesianismI learned a great deal from this course.

I thought that the instructor, Dr. Congdon, prepared excellent lessons for the course. Congdon's responses to the questions on the discussion board were clear and very helpful. The TA for this course was also excellent. I would contend that this Bayesian Computing class (and other Statistics. I have gotten so much education for relatively little expense.

This course was tough, but immensely satisfying. The instructor's lecture notes were written very clearly and were easy to readA very nice introduction to Hadoop. Extremely helpful and I appreciate all the work the instructor put into the course.

I actually benefitted from the lack of Java specific help since I had to generate code on my own. I was forced to dig in and found that very rewardingVisualizing data interactively will be useful when performing any type of data analysis. Shmueli always answered questions on the discussion forum quickly and very thoroughly.Francis, United Kingdom Northern Comfort in a Holiday Cottage, January 2013 From booking the holiday, being met at the airport, exellent hotel and accomodation, the friendliness of all the people we met, exellent food and stunning country I can only say we are already looking forward to a return trip.

Virginie, United Kingdom Northern Comfort in a Holiday Cottage, December 2012 I booked a Nordic Visitor Tour for my partner's 40th Birthday just after Christmas and it was fantastic, we had such a great time.

Neil and Karen, Australia Iceland Full Circle - Winter, October 2012 Our first experience with Nordic Visitor was in 2010 when we did a 14 day driving tour of Norway. AZTVLR71, United States The Golden Triangle of Scandinavia, September 2012 I work in the travel industry and usually plan all my vacations myself via online research and experience.

The nothometoday, United States Iceland Complete, August 2012 In August, we completed the Iceland Complete tour, arranged by Thordis of Nordic Visitor in Reykjavik. Eugen, United States Iceland Grand Tour, July 2012 My wife and I chose Nordic Visitor to arrange this self drive tour for us. Linda, United States City Sights and Nature's Delights, July 2012 Thordis: Excellent, excellent, excellent. Lindsay, United States South Iceland at Leisure, June 2012 I used Nordic Visitor when I travelled to Iceland for the first time, and it was a wonderful experience.

Betsy, United States Iceland Full Circle, May 2012 Everything was well organized and complete. Christina, United States Express Iceland, May 2012 Nordic Visitor was one of the best travel decisions I've ever made. TravelfanSouthport, United Kingdom Northern Lights City Break, March 2012 Took a Northern Lights tour last weekend. Super vehicle for 6 passengers.

Social network analysis and mining

Saw the Lights, wonderfully enjoyable evening. Debroah and David, United States The Icehotel and Norwegian Fjords, February 2012 Hi Irja, We just returned from our trip and we wanted to tell you thank you. Cate, Canada Northern Lights City Break, November 2011 Amazing trip, from airport pick-up to drop-off. Matthew, United States Iceland Full Circle, July 2011 The travel guide was far more informative then anything we had bought for ourselves ahead of time. Matthew, United States Iceland Full Circle, July 2011 Kristin did a great job in keeping us informed as we drove around Island.

We are only sorry that we could not give her our thanks in person. Donald, Canada South Iceland at Leisure, July 2011 "Very good" doesn't seem adequate to describe the superb information provided and the thoroughness of the package we received on arrival.

Roop and Meera, United Kingdom Historic Stockholm, May 2011 Hi Klara, We are back home now having returned from Gothenburg yesterday. Regis and Sarah, United States Exotic Hideaways - Winter, April 2011 We loved this tour.

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Alain lee, Canada Iceland Full Circle, August 2010 We arrived home safely after a 2-week stay in Iceland. Brian and Raegan, United States Express Iceland, April 2010 There where some complications due to the volcano and our itinerary changed, but we had no problems. Eric Shoults, United States Ring Around the Island, September 2017 I was initially skeptical of what kind of service we were going to be getting, but everything, top to bottom, was very professional and well put together.

Mollie, United States Classic Scotland, July 2016 Hi Maria, We're just on the train back from Edinburgh, and wanted to say a big thank you for all your help organising our trip.

social network analysis and mining springer

Best wishes, Mollie Anne A Tale of Four Cities, July 2015. We already have recommended your tours to family. Linda Summer Icefjord Safari, July 2015 We loved staying at the Basecamp Trapper's hotel.


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