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Computational Social Science
2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '16
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Putting the "social" in computational social science. ...
but also the scale and scope of social data that can now be analyzed-has the potential to revolutionize traditional social science, leading arguably to a new paradigm of "computational social science" ...
doi:10.1145/2939672.2945366
dblp:conf/kdd/Watts16
fatcat:er4ejptfivhm7kxhh7iebfwlpe
SOCIAL SCIENCE: Computational Social Science
2009
Science
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Initially, computational social science needs to be the work of teams of social and computer scientists. ...
PERSPECTIVES obstacles that prevent the emergence of a computational social science? ...
doi:10.1126/science.1167742
pmid:19197046
pmcid:PMC2745217
fatcat:rjw2bkty4vhs7e4zcmhecfe2sm
Data-driven Computational Social Science: A Survey
2020
Big Data Research
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2020 pre-print arXiv:2008.12372v1 fatcat:uuio6avbunfhjhiaauumyerqja
As a result, utilizing various data to reveal issues derived from computational social science area has attracted more and more attentions. ...
To solve those issues, computational social science emerges due to the rapid advancements of computation technologies and the profound studies on social science. ...
Inspired by the above observations, we present a survey on data-driven computational social science. ...
doi:10.1016/j.bdr.2020.100145
fatcat:jazh5b3itfgmvh4pn37l4v5m7y
Computational social science and social computing
2013
Machine Learning
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Computational social science is an emerging research area at the intersection of computer science, statistics, and the social sciences, in which novel computational methods are used to answer questions ...
Like computational social science, social computing blends techniques from machine learning and statistics with ideas from the social sciences. ...
Acknowledgements We would like to thank everyone who participated in the First and Second NIPS Workshops on Computational Social Science and the Wisdom of Crowds, all of the authors who submitted articles ...
doi:10.1007/s10994-013-5426-8
fatcat:qppgzxdtirch7j373ozjdanwwm
Computational Social Science
[chapter]
2014
Encyclopedia of Social Network Analysis and Mining
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Thanks go to the Institute for Quantitative Social Science and the Program on Networked Governance at Harvard University (the latter supported by National Science Foundation grant # 0131923), and the MIT ...
Initially, computational social science needs to be the work of teams of social and computer scientists. ...
The emergence of cognitive science offers a powerful model for the development of a computational social science. ...
doi:10.1007/978-1-4614-6170-8_100725
fatcat:prvqc5rhazchzad5hh6z5bhtwu
The Challenge to Incorporate the Socials Sciences with Computer Science
2017
Symposium on Information Management and Big Data
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The research shows a collection of the tools that today are complemented the qualitative investigations in the Social Sciences through the Sciences of the computer, in addition, it shows some examples ...
In conclusion, it is possible to articulate in a multidisciplinary way the qualitative studies with the Computer Science to give greater reliability and interpretation of the results. ...
In this paper, we compare and investigate some techniques that make possible the extraction of a large amount of data on the web that can support the qualitative studies in the social sciences. ...
dblp:conf/simbig/Leon17
fatcat:keou5ea6kzfd7a63qq2aijyoxu
Social Science Computing
1987
Contemporary Psychology
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Social Science Computing
Charles M. Tolbert
Introduction to Computing: Applications for the Social Sciences Reading, MA: Addison-Wesley, 1985. 232 pp. ...
Word pro- cessing and statistical analyses, probably the most common uses of computers in the social sciences, are discussed exten- sively. ...
doi:10.1037/027425
fatcat:e3qrabop6rfh7buj4bxb6z7qni
Computational Social Science in "Science" and "Nature"
[article]
2021
figshare.com
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The growth of Computational Social Science as a subject that encompasses a variety of disciplines, topics, and methods has seen a dramatic increase over the last period. ...
In this session I hope to cover some of the more salient themes of Computational Social Science development concerning the study of networks with a focus on the last 2 years of issues from "Science" and ...
History of Computational Social Science?Lenoir, Timothy. Instituting science: The cultural production of scientific disciplines. Stanford University Press, 1997. ...
doi:10.6084/m9.figshare.14109758.v1
fatcat:jhznvf5g4bfqjgbp34dbrun7c4
Manifesto of computational social science
2012
The European Physical Journal Special Topics
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On the one hand, computational social science is aimed to favour and take advantage of massive ICT data. On the other, it is a model-based science yielding both predictive and explanatory models. ...
The new ICT-enabled study of society has been named computational social science [9] . ...
Conclusions There is an increasing realization of the enormous potential of data-driven computational social science [9] . ...
doi:10.1140/epjst/e2012-01697-8
fatcat:jm4d3rkwwbgjrf5lg5w56tspsu
Geography and computational social science
2010
GeoJournal
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In this paper, I explore the relationship between geography, computing, and the social sciences by examining the evolution of some central themes in the computational social sciences: complexity, informatics ...
The emergence of computational social science has had a transformative influence on the geographical sciences, integrating diverse themes of scholarship and allying it with the pursuit of grand challenges ...
Acknowledgements This material is based upon work supported by the National Science Foundation under Grant Nos. 1002519 and 0643322. ...
doi:10.1007/s10708-010-9361-y
fatcat:qcolml45gbekjevageh6mrhphq
Special Issue "Computational Social Science"
2019
Information
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The last centuries have seen a great surge in our understanding and control of "simple" physical,chemical, and biological processes through data analysis and the mathematical modeling of theirunderlying ...
The continuing search has resulted in the fields of computational social science and social network science, which share the goal of first analyzing social phenomena and then modeling them with enough ...
Among the myriad of recent research topics in computational social science, we see as particularly promising lines those focusing on more realistic models of social dynamics [19] ; the use of statistical ...
doi:10.3390/info10100307
fatcat:kut44x6ld5ay7jqlb3kjbohsxq
Core Concept: Computational social science
2016
Proceedings of the National Academy of Sciences of the United States of America
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Student's, tourists, and businesspeople all travel through the city in various ways, congregating and socializing in different neighborhoods. ...
Using cell-phone and taxi GPS data, researchers classified people in San Francisco into "tribal networks," clustering them according to their behavioral patterns. ...
Cell phone data in particular has become a valuable computational social science tool. ...
doi:10.1073/pnas.1524881113
pmid:26787844
pmcid:PMC4725526
fatcat:i2hl5cj6yzfi5ipmemmvtdpsbm
Sociolinguistics for Computational Social Science
2014
Proceedings of the ACL 2014 Workshop on Language Technologies and Computational Social Science
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Labov 1994 Labov , 2001 , studies linguistic data in order to answer key questions about the relationship of language and society. ...
correlations, strength of factors and significance, which together reveal information about the sex, age, education and occupation of speakers/writers but also their history, culture, place of residence, social ...
I will argue that socially embedded data is critical for analyzing and discovering social meaning. Then, I will summarize the findings of several case studies. ...
doi:10.3115/v1/w14-2503
dblp:conf/acl/Tagliamonte14
fatcat:ebfaywvg2jc4pgo2crvrx4bhfi
The Value of Using Big Data Technologies in Computational Social Science
[article]
2014
arXiv
pre-print
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The article demonstrated the feasibility and value of using scalable open source technologies for acquiring massive, connected datasets for research in the social sciences. ...
The discovery of phenomena in social networks has prompted renewed interests in the field. Data in social networks however can be massive, requiring scalable Big Data architecture. ...
Big Data offers hope in computational social science. The capacity to automate the collection and processing of social data is something that Big Data research can offer. ...
arXiv:1408.3170v1
fatcat:xxjjav65yjelzmre62zjlxywfq
The Impact of Computer Networking on the Social Science Data Library
1978
IASSIST Quarterly
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The Impact of Computer Networking on the Social Science Data Library ...
of ical reasons which expla social sciences data lib community has not made u computer networking and sharing. ...
Sue ordination of information through Dodd, of the Social Science Data services such as a social science Library at the University of North data librarv. ...
doi:10.29173/iq812
fatcat:2aefnj7wgbdo5funndmqa4pvt4
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