Our experimental simulation also revealed that the number of friends was a crucial factor to identify users’ strategies on SNSs through the analysis of the impact of the differences in the reward for a comment on various ego networks. It has reached a level of predictive capability that now firmly complements the traditional pillars of experimentation and theory. This paper proposes a model of feature selection for the classification of celebrities profiles based on their use of a digital social network Twitter. For this purpose, by using a game-theoretical model of users called agents and proposing a co-evolutionary algorithm called multiple-world genetic algorithm to evolve diverse strategy for each user, we investigated the differences in individual strategies and compared the results in artificial networks and those of the Facebook ego network. Computational Social Networks, Volume 8, pp 1-22; This study examines the influence maximization (IM) problem via information cascades within random graphs, the topology of which dynamically changes due to the uncertainty of user behavior. Terms and Conditions, Based in computational social science, this paper argues for cybersecurity to adopt more proactive social and cognitive (non-kinetic) approaches to cyber and information defense. (2021) Extent prediction of the information and influence propagation in online social networks. What are the main criticisms raised against the new computational approaches? The International Conference on Computational Social Network (CSoNet) provides a premier interdisciplinary forum to bring together researchers and practitioners from all fields of social networks such as network computing, social network/media analysis and mining for presentation of original research results, as well as exchange and . Found inside – Page 295International Journal of Computer Science and Engineering Survey (IJCSES) 3(4), 59–66 (2012) Abraham, A., Hassanien, A.-E.: Computational Social Networks: ... . Here, we propose a novel approach based on stochastic block models, which . About the journal. Guide for authors. IEEE Transactions on Computational Social Systems. Quantitative approaches for optimization of user experience based on network resilience for wireless service provider networks. Find out more about institutional memberships, APC funding opportunites and waivers. The journal welcomes submissions from the research community where attention will be on the innovativeness and the practical impact of the reported research. Using computer simulations, artificial intelligence, complex statistical methods, and analytic approaches like social network analysis, computational sociology develops and tests theories of complex social processes through bottom-up modeling of social interactions. Netw.". To the . This Special Issue invites contributions to such fields of study, with focus on the temporal evolution . For network scholars, the analysis at hand reveals the status quo in applied network analysis to migration, the works published, the measures used, and potential metrics outside those applied which may be used to better explain and predict the intricate phenomenon of human migration. As networks are everywhere in social life, the field is inherently interdisciplinary and this Handbook . Please do let us know if you need additional time. Computational Science is a rapidly growing multi- and interdisciplinary field that uses advanced computing and data analysis to understand and solve complex problems. In this IM problem, the DCM provides a good description and prediction of user behavior in terms of following or not following a neighboring user. The papers cover topics on common principles, algorithms and tools . As a division of Research Square Company, we're committed to making research communication faster . Networks of this kind have received little attention, yet they appear to be widespread in the social and natural sciences, as is indicated . Call for Papers: Special Issue on Knowledge-Infused Learning for Computational Social Systems For questions or feedback, please reach us at, Try the new version of Scilit at app.scilit.net, Understanding how retweets influence the behaviors of social networking service users via agent-based simulation, https://doi.org/10.1186/s40649-021-00099-8, A robust optimization model for influence maximization in social networks with heterogeneous nodes, https://doi.org/10.1186/s40649-021-00096-x, Celebrity profiling through linguistic analysis of digital social networks, https://doi.org/10.1186/s40649-021-00097-w, Link weights recovery in heterogeneous information networks, https://doi.org/10.1186/s40649-020-00083-8, Spheres of legislation: polarization and most influential nodes in behavioral context, https://doi.org/10.1186/s40649-021-00091-2, Modelling community structure and temporal spreading on complex networks, https://doi.org/10.1186/s40649-021-00094-z, Utilizing the simple graph convolutional neural network as a model for simulating influence spread in networks, https://doi.org/10.1186/s40649-021-00095-y, Modeling and analyzing users’ behavioral strategies with co-evolutionary process, https://doi.org/10.1186/s40649-021-00092-1, Network analysis of internal migration in Croatia, https://doi.org/10.1186/s40649-021-00093-0, Influence maximization in social media networks concerning dynamic user behaviors via reinforcement learning, https://doi.org/10.1186/s40649-021-00090-3. Social Networks is an interdisciplinary and international quarterly. Experiments are performed on a real text-messaging social network. Background: Network-Oriented Modelling based on adaptive temporal-causal networks provides a unified approach to model and analyse dynamics and adaptivity of various processes, including mental and social interaction processes. Computational Social Networks, Volume 8, pp 1-20; Social networking services (SNSs) are constantly used by a large number of people with various motivations and intentions depending on their social relationships and purposes, and thus, resulting in diverse strategies of posting/consuming content on SNSs. This method is general enough to compute the link weight between any types of nodes. With ever-increasing available data, predicting individuals' preferences and helping them locate the most relevant information has become a pressing need. Dr. Journal Information. statement and Computational Social Networks showcases refereed papers dealing with all mathematical, computational and applied aspects of social computing. To address these issues, we propose the retweet reward game model and quote tweet reward game model by adding the retweet and quote tweet mechanisms to a relatively simple social networking service model known as the reward game. Our systems will continue to remind you of the original timelines but we intend to be highly flexible at this time. Journal abbreviation: Computational social networks. The application of three different community detection algorithms provides insights for the policy domain in terms of the compatibility of the current country administrative subdivision schemes and the subdivision implied by migration patterns. Experiments on Twitter and bibliographic data show the applicability of the method. The small‐world phenomenon formalized in this article as the coincidence of high local clustering and short global separation, is shown to be a general feature of sparse, decentralized networks that are neither completely ordered nor completely random. The model developed here significantly outperforms some of the well-known existing heuristic approaches which are proposed in previous works. Found inside – Page 153Churn Prediction inMMORPGs:A Social InfluenceBased Approach. Paper presented at the Computational Science and Engineering, 2009. EISSN : 2197-4314 Current Publisher: Springer Science and Business Media LLC (10.1186) Total articles ≅ 89. The social network-based e- booking system is an application that supports the travel, tourism, shipping, hospital, bank, and all forms of service industries with booking service support, e.g., flight bookings, taxi or bus tickets, ships, stadium match tickets, etc. Subsequently, we conduct simulation-based experiments to understand the influence of retweets on the user behavior on various networks. Found inside – Page 371Batagelj, V. (1994), 'Semirings for social networks analysis', Journal of ... and Network Evolution, Wiley Series in Computational and Quantitative Social ... Blogs, email, instant messaging, social network services, wikis, social . Co-organizer of the following shared tasks: - CLEF-IP (Patent retrieval) task 2012. Information filtering, social search, patent search, evaluation metrics, Arabic IR, and cross-language IR (CLIR) Research Activities. Found inside – Page 182Journal of Statistical Software, 24(1), 1548. doi:10.18637/jss.v024.i01 PubMed Holland, P. W., ... Social Networks, 9(2), ... Computational social science. IMA Journal of Numerical Analysis. Nodes, however, are treated as heterogeneous with regard to their propensity to pass messages along; or as having varying activation thresholds. It is the standardised abbreviation to be used for abstracting, indexing and referencing purposes and meets all criteria of the ISO 4 standard for abbreviating names of scientific journals. Found inside – Page 9-65[2] X. F. Wang and G. Chen, Complex networks: small-world, scale-free and beyond, ... Computational social network analysis, Computational Social Network ... Found insideAsal, V. and Rethemeyer, R.K. (2006) 'Researching terrorist networks', Journal of Security Education, 1(4): 65–74. Baker, W.E. and Faulkner, R. (1993) 'The ... Privacy In the first part of the course we focus on network structure. It is a multi . Found inside – Page xvHe published several papers on organizational topics in journals including Organization Science, Social Networks, American Journal of Sociology, ... As these networks are co-dependent, one can take advantage of this entangled structure to study interaction patterns in a particular network from the information provided by other related networks. Found insideThis book is a detailed reference for academicians, professionals, and young researchers. The wide range of topics provides extensive information and data for future research challenges in present-day social information networks. The same method is proposed for detecting underlying groups of nodes that are building blocks of different sub-communities in the network structure. Dr. Thai has extensive expertise in billion-scale data mining, machine learning, and optimization, especially for complex graph data with applications to blockchain, social media, critical networking . SHERPA/ROMEO. The journal also includes reviews of appropriate books as special issues on hot topics. SIAM Journal on Imaging Sciences. IEEE Transactions on Computational Social Systems. The abbreviation of the journal title "Computational social networks" is "Comput.Soc. Therefore, it is important to understand the differences of the individual strategies depending on their network locations and surroundings. Netw.". Johan Ugander. Found inside – Page 112Computational social network analysis: Trends, tools and research advances. ... In the International Journal of Advanced Computer Science and Applications ... Fields include computational economics, computational sociology, cliodynamics, culturomics, and the automated analysis of contents, in social and traditional media. Editors: Abraham, Ajith (Ed.) Read more. The main computational social science areas are automated information extraction systems, social network analysis, social geographic information systems (GIS . . Found inside – Page 78Games and Economic Behavior 41(2), 265–291. Jackson MO and Wolinsky A (1996) A strategic model of social and economic networks. Journal of Economic Theory ... We also found that the agents who mainly comment on posted articles/comments and rarely post their own articles appear in the Facebook network but do not appear in the connecting nearest-neighbor networks, although we think that this kind of user actually exists in real-world SNSs. 10th International Conference on Computational Data and Social Networks Nov 15-17, Montreal, Quebec **IMPORTANT** As a result of extenuating circumstances due to Covid-19, CSoNet 2021 will be fully virtual. The objective of this journal is to advance and promote the theoretical foundation, mathematical aspects, and applications of social computing. The proposed robust optimization model maximizes the number of infected nodes in the last step of diffusion while minimizing the number of seed nodes. 3 Watts, Duncan J. His research interests include Social network analysis & Big Data mining, Cyber Security and Mobile-aware computing. Cookies policy. IEEE Transactions on Computational Social Systems. There is a total of 6602 researchers with h-index >=40 included with 1000 of them also being listed in the world ranking. It is demonstrated that users will be more willing to post new articles with a retweet mechanism, and quote retweets are more beneficial to users, as users can expect to spread their information and their own comments on already posted articles. . In order to get more valuable information and implement effective supervision on public opinions, it is necessary to study the public opinions, sentiment tendency, and the evolution of the hot events in social networks of a smart city. Scope Social Networks is an interdisciplinary and international quarterly. Authors: Yizhou Yan, Fujio Toriumi and Toshiharu Sugawara, Authors: Mehrdad Agha Mohammad Ali Kermani, Reza Ghesmati and Mir Saman Pishvaee, Authors: Luis G. Moreno-Sandoval, Alexandra Pomares-Quimbaya and Jorge A. Alvarado-Valencia, Authors: Hong-Lan Botterman and Robin Lamarche-Perrin, Authors: Andrew C. Phillips, Mohammad T. Irfan and Luca Ostertag-Hill, Authors: Si Zhang, Hanghang Tong, Jiejun Xu and Ross Maciejewski, Authors: Eriko Otsuka, Scott A. Wallace and David Chiu, Authors: Miha Grčar, Darko Cherepnalkoski, Igor Mozetič and Petra Kralj Novak, Authors: Mario Ventresca and Dionne Aleman, Authors: Demetris Antoniades and Constantine Dovrolis, Special Issue of the 5th International Workshop on Complex Networks and Their ApplicationsEdited by: Chantal Cherifi and Antonio Scala'The International Workshop on Complex Networks & Their Applications' is an annual forum bringing together researchers from a wide variety of fields ranging from Computational Social Science to Economic Complexity, up to Bioinformatics. It is the recommended abbreviation to be used for abstracting, indexing and referencing purposes and meets all criteria of the ISO 4 standard for abbreviating names of scientific journals.. By using our websites, you agree to the placement of these cookies. An International Standard Serial Number (ISSN) is a unique code of 8 digits. Found inside – Page ix... cybersecurity and optimization on network science and engineering, ... has cofounded and is co-Editor-in-Chief of Computational Social Networks journal. Computational and Mathematical Organization Theory 27 :2, 195-230. To this end, we apply both game-theoretic and social network analysis techniques. Presents the latest advances in CSNs, and illustrates how organizations can gain a competitive advantage from a better understanding of complex social networks. Dr. Nguyen currently serves in the Editorial board of the Computational Social Networks journal, the Mathematical Foundations of Computing journal, and Frontiers in Big Data journal. Release: 370526636, Impact Score is a novel metric devised to rank conferences based on the number of contributing top scientists in addition to the h-index estimated from the scientific papers published by top scientists. Stanford University. Biography. Computational social science refers to the academic sub-disciplines concerned with computational approaches to the social sciences.This means that computers are used to model, simulate, and analyze social phenomena. Found insidePublisher description The results are all around us, every day, reaching from the services provided by the world's most valuable companies, over the hidden influence of governmental agencies, to the power of social and political movements. Concerned about article-processing charges (APCs)? Hossain, L., and Gao, S. (2011) "Temporal social coordination through mobile social networks," Journal of High Technology Management Research, Accepted November 2011. From our experiments, we found that agents did not select the free rider strategy, which means that just reading the articles and comments posted by other users, in the Facebook network, although this strategy is usually cost-effective and usually appeared in the artificial networks. The analysis of the network structure reveals high presence of reciprocity and thus the importance of internal migration to urbanization, as well as the systematic abandonment of large cities in the east of the country. The ability for people and organizations to connect in the digital age has allowed the growth of networks that cover an increasing proportion of human interactions. Associate Editor: Computational Social Networks Journal, Springer, (2013-present) Guest Editor: A special issue of Journal of Combinatorial Optimization on Social Networks; PC Co-chairs: The 22nd International Computing and Combinatorics Conference (COCOON'16), International Workshop on Computational Social Networks 2014 We seek novel, replicable insights into societally relevant problems by applying computational methods to large-scale data. Found inside – Page 44Journal of Substance Abuse Treatment, 26(1), 51–59. Koehly, L.M., & Loscalzo, A.E. (2009). Adolescent obesity and social networks. Part of Computational social science revolutionizes both fundamental legs of the scientific method: empirical research, especially through big data, by analyzing the digital footprint left behind through social online activities; and scientific theory, especially through computer simulation model building through social simulation. Learn more about Computational Social Networks. Her applied research focuses on the analysis of social media, political protests, mobilization dynamics, information diffusion, and news consumption. "Manifesto of computational social science." European Physical Journal-Special Topics 214 (2012): p-325. IMA Journal of Numerical Analysis. On this site, you'll find a range of resources, including links to our relevant book and journal publishing, SAGE Campus online data science courses, the SAGE Research Methods big data collection, a list of recommended research tools and loads of resources if you're just getting to grips with computational methods. 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