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The analysis of vast quantities of historical newspaper and book content have been pioneered in 2017, while other studies on similar data showed how periodic structures can be automatically discovered in historical newspapers. A similar analysis was performed on social media, again revealing strongly
253:
As an interdisciplinary area, scholars come from many different established fields. However, there seems to be a shared ethos among them that the field ought to integrate knowledge across traditional scholarly boundaries. However, Nelimarkka proposes that five distinct archetypal approaches to
160:. It is a multi-disciplinary and integrated approach to social survey focusing on information processing by means of advanced information technology. The computational tasks include the analysis of social networks, social geographic systems, social media content and traditional media content.
1001:
Lazer, D., Pentland, A., Adamic, L., Aral, S., Barabasi, A.-L., Brewer, D., Christakis, N., Contractor, N., Fowler, J., Gutmann, M., Jebara, T., King, G., Macy, M., Roy, D., & Van
Alstyne, M. (2009). Social science. Computational social science. Science, 323, 721–723.
129:). In literature, CSS is referred to the field of social science that uses the computational approaches in studying the social phenomena. On the other hand, SSC is the field in which computational methodologies are created to assist in explanations of social phenomena.
650:
Kirby, Kathryn R.; Gray, Russell D.; Greenhill, Simon J.; Jordan, Fiona M.; Gomes-Ng, Stephanie; Bibiko, Hans-Jörg; Blasi, Damián E.; Botero, Carlos A.; Bowern, Claire; Ember, Carol R.; Leehr, Dan; Low, Bobbi S.; McCarter, Joe; Divale, William (2016).
1035:
Based on reviews on the literature, see for example Wang, X., Song, Y., & Su, Y. (2023). Less
Fragmented but Highly Centralized: A Bibliometric Analysis of Research in Computational Social Science. Social Science Computer Review, 41(3), 946–966.
620:
Turchin, Peter; Brennan, Rob; Currie, Thomas E.; Feeney, Kevin C.; Francois, Pieter; Hoyer, Daniel; Manning, J. G.; Marciniak, Arkadiusz; Mullins, Daniel; Palmisano, Alessio; Peregrine, Peter; Turner, Edward A. L.; Whitehouse, Harvey (2015).
171:, which systematically collects state-of-the-art accounts of the political and social organization of human groups and how societies have evolved through time into an authoritative databank. Seshat is affiliated also with the
976:
Seasonal
Fluctuations in Collective Mood Revealed by Knowledge Searches and Twitter Posts F Dzogang, T Lansdall-Welfare, N Cristianini - 2016 IEEE International Conference on Data Mining, Workshop on
1023:
Wang, X., Song, Y., & Su, Y. (2023). Less
Fragmented but Highly Centralized: A Bibliometric Analysis of Research in Computational Social Science. Social Science Computer Review, 41(3), 946–966.
163:
Computational social science work increasingly relies on the greater availability of large databases, currently constructed and maintained by a number of interdisciplinary projects, including:
1109:
225:, an online search engine that charts frequencies of sets of comma-delimited search strings using a yearly count of n-grams as found in the largest online body of human knowledge, the
1040:
and
Edelmann, A., Wolff, T., Montagne, D., & Bail, C. A. (2020). Computational Social Science and Sociology. Annual Review of Sociology, 46(1), annurev-soc-121919-054621.
593:
555:
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Clio-Infra a database of measures of economic performance and other aspects of societal well-being on a global sample of societies from 1800 CE to the present
240:. It creates, collects and distributes speech and text databases, lexicons, and other resources for linguistics research and development purposes.
1116:
1014:
Nelimarkka, M. (2023). Computational
Thinking and Social Science: Combining Programming, Methodologies and Fundamental Concepts. SAGE Publishing.
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Nelimarkka, M. (2023). Computational
Thinking and Social Science: Combining Programming, Methodologies and Fundamental Concepts. SAGE Publishing.
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Lansdall-Welfare, Thomas; Sudhahar, Saatviga; Thompson, James; Lewis, Justin; Team, FindMyPast
Newspaper; Cristianini, Nello (2017-01-09).
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94:. The reason given is: The definition on a rapidly emerging area is 8 years old, the list of activities seems to be out-of-date.
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with the goal of archiving historical information and linking data as well as academic/research institutions around the globe
33:. This means that computers are used to model, simulate, and analyze social phenomena. It has been applied in areas such as
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Wallach, H. (2018). Computational social science ≠ computer science + social data. Communications of the ACM, 61(3), 42–44.
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Overall, computational social science is a diverse academic enterprise. There are some scholarly works, particularly from
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Ma, Ji; Ebeid, Islam Akef; de Wit, Arjen; Xu, Meiying; Yang, Yongzheng; Bekkers, René; Wiepking, Pamala (February 2023).
362:
181:: the Database of Places, Languages, Culture and Environment, which provides data on over 1,400 human social formations
344:
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Roth, Steffen; et al. (2017). "Futures of a distributed memory. A global brain wave measurement (1800-2000)".
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308:, i.e., help to find evidence to current theories or propose alternative conceptualizations to unpack our society.
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focuses on model building and finding universal laws which govern human behavior in societies, for example
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perceives computational social science through access to new types of data sources, including data from
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Dzogang, Fabon; Lansdall-Welfare, Thomas; Team, FindMyPast
Newspaper; Cristianini, Nello (2016-11-08).
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emphasises novel methods and methodological rigorous as the core area of computational social science.
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which seem to hold the discipline together, but beyond that there are more diverse communities.
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is an interdisciplinary academic sub-field concerned with computational approaches to the
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Please help update this article to reflect recent events or newly available information.
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Computational social science articles are published across several journals, such as
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However, there are some venues focused only in computational social sciences:
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Computational social science revolutionizes both fundamental legs of the
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Cioffi-Revilla, Claudio (2010). "Computational social science".
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Conference on Computational Social Science
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CHIA: The Collaborative Information for Historical Analysis
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Wiley Interdisciplinary Reviews: Computational Statistics
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International Conference on Computational Social Science
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There are two terminologies that relate to each other:
1071:: Computational Social Science Society of the Americas
810:"Content analysis of 150 years of British periodicals"
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Springer book series on Computational Social Science
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912:"Discovering Periodic Patterns in Historical News"
148:left behind through social online activities; and
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814:Proceedings of the National Academy of Sciences
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19:For broader coverage of this topic, see
1004:https://doi.org/10.1126/science.1167742
386:Journal of Computational Social Science
69:and studies using interactive systems.
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123:computational social science
27:Computational social science
21:Quantitative social research
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711:Atlas of Cultural Evolution
538:. Introduction to e-Science
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1082:. Retrieved June 10, 2015.
980:in Human Activity Analysis
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210:Human Relations Area Files
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302:Social theory perspective
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61:or rule-based analysis),
198:University of Pittsburgh
115:social science computing
16:Academic sub-disciplines
835:10.1073/pnas.1606380114
456:Social network analysis
431:Online content analysis
416:Computational sociology
406:Computational cognition
345:Political Communication
327:New Media & Society
156:model building through
39:computational sociology
35:computational economics
1340:Transportation science
791:"eHRAF World Cultures"
759:"Research | IISG"
411:Computational politics
272:Method-driven approach
1371:Computational science
1126:Computational science
540:: From the DT&SC
278:Model-driven approach
245:periodic structures.
152:, especially through
140:, especially through
1185:Electronic structure
709:Peter N. Peregrine,
554:Hilbert, M. (2015).
436:Predictive analytics
259:Data-driven approach
57:approaches (such as
1190:Molecular mechanics
928:2016PLoSO..1165736D
826:2017PNAS..114E.457L
773:"eHRAF Archaeology"
669:2016PLoSO..1158391K
223:Google Ngram Viewer
173:Evolution Institute
154:computer simulation
144:, by analyzing the
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734:2019-12-15 at the
446:Social informatics
421:Digital humanities
282:social simulations
189:Peter N. Peregrine
138:empirical research
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1195:Quantum mechanics
570:978-1-905469-54-3
426:Digital sociology
212:eHRAF Archaeology
158:social simulation
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146:digital footprint
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883:: 307–323.
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73:Definitions
47:culturomics
1355:Categories
1325:Statistics
1266:Lexicology
1228:Geophysics
506:1805/31787
464:References
451:Social web
249:Approaches
102:March 2024
1335:Semiotics
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1233:Mechanics
1177:Chemistry
1152:Cognition
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844:0027-8424
515:0957-8765
1284:Politics
1157:Genomics
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916:PLOS ONE
897:67011708
862:28069962
732:Archived
697:27391016
657:PLOS ONE
483:Voluntas
395:See also
357:PLOS One
142:big data
1310:Finance
1205:Physics
1142:Anatomy
1134:Biology
955:5100883
924:Bibcode
853:5278459
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