Toward computational social science: big data in digital environments
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Los Angeles, Calif. [u.a.]
Sage
2015
|
| Ausgabe: | 1. print. |
| Schriftenreihe: | The annals of the American Academy of Political and Social Science
659 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | 318 S. Ill., graph. Darst. |
| ISBN: | 9781506314631 9781506314624 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804174758629081088 |
|---|---|
| adam_text | ANNALS
OF THE AMERICAN ACADEMY OF
POLITICAL AND SOCIAL SCIENCE
Volume
659
May
2015
IN THIS ISSUE:
Toward Computational Social Science: Big Data in Digital Environments
Special Editors: DHAVAN V. SHAH, JOSEPH
N.
CAPPELLA,
and W.
RUSSELL
NEUMAN
Big Data, Digital Media, and Computational Social Science:
Possibilities and Perils
................
Dhavan V. Shah, Joseph
N.
Cappella,
W.
Russell
Neuman
6
Perspectives on Computational Social Science
From Big Data to Knowledge in the Social Sciences
........
Bradford W. Hesse,
Richard P.
Moser,
and William T. Riley
16
On Building Better Mousetraps and Understanding the Human Condition: Reflections
on Big Data in the Social Sciences
.............................
Jimmy Lin
33
Building Better Models: Prediction, Replication, and Machine Learning
in the Social Sciences
................................
Matthew Hindman
48
Is Bigger Always Better? Potential Biases of Big Data Derived from
Social Network Sites
..................................
Eszter Hargittai
63
Computer Coding of Content and Sentiment
Data-Driven Content Analysis of Social Media: A Systematic Overview
of Automated Methods
...........
H. Andrew Schwartz andLyle H.
Ungar 78
Signals of Public Opinion in Online Communication: A Comparison of Methods
and Data Sources
..............................
Sandra Gonzalez-
Bailón
and Georgios Paltoglou
95
Bad News or Mad News? Sentiment Scoring of Negativity, Fear, and
Anger in News Content
...................................
Stuart Soroka,
Lori Young, and Meital Balmas
108
Using Supervised Machine Learning to Code Policy Issues: Can Classifiers
Generalize across Contexts?
.............................Björn Burscher,
Rens
Vliegenthart, and
Claes
H. De Vreese
122
Mapping
Online
Clusters and Networks
Searching and Clustering Methodologies: Connecting Political
Communication Content across Platforms
...................
Kevin Driscoll
and Kjerstin Thorson
134
Candidate Networks, Citizen
Clusters, and Political Expression:
Strategic Hashtag Use in the
2010
Midterms
..................
Leticia Bode,
Alexander
Hanna,
Junghwan Yang, and Dhavan V. Shah
149
Online Fragmentation in Wartime: A Longitudinal Analysis of Tweets
about Syria,
2011-2013..................................
Deen
Freelon,
Marc Lynch, and Sean Admj
166
Individual Motivations and Network Effects: A Multilevel Analysis
of the Structure of Online Social Relationships
.......
Brooke
Foucault
Welles
and Noshir Contractor
180
Examining Social Media Influence
What Social Media Data We Are Missing and How to
Get It
........................
Paul Resnick, Eytan Adar, and. Cliff
Lampe
192
The Dynamics of Issue Frame Competition in Traditional and Social
Media
....................
Lauren Guggenheim, S. Mo Jang,
Soo
Young
Вае,
and W. Russell
Neuman
207
The Power of Television Images in a Social Media Age: Linking
Biobehavioral and Computational Approaches via the
Second Screen
.......................................
Dhavan V. Shah,
Alex Hanna, Erik
P.
Вису,
Chris Wells, and
Vidal Quevedo
225
The Network of Celebrity Politics: Political Implications of Celebrity
Following on Twitter
.....................................
Sungjin Park,
Jihye Lee, Seungfin Ryu, and Kyu S.
Hahn 246
Innovations in Computational Social Science
Automating Open Science for Big Data
..............
Mercé
Crosas, Gary King,
James Honaker, and
Łatany
a Sweeney
260
Big Data under the Microscope and Brains in Social Context:
Integrating Methods from Computational Social Science
and
Neuroscience
.............
Matthew Brook O Donnett and Emily
B. Falk
274
Constructing Recommendation Systems for Effective Health
Messages Using Content, Collaborative, and Hybrid
Algorithms
.........................................
Joseph
N.
Cappella,
Sijia Yang, and Sungkyoung Lee
290
Content Analysis and the Algorithmic Coder: What Computational
Social Science Means for Traditional Modes of
Media Analysis
..........................................
Rodrigo
Zamith
and Seth C. Lewis
307
FORTHCOMING
Residential Inequality in American Neighborhoods and Communities
Special Editors:
BARRETTA.
LEE, GLEN FIREBAUGH, JOHN ICELAND, and
STEPHEN A. MATTHEWS
Race, Racial Inequality, and Biological Determinism in the Genetic and Genomic Era
Special Editors: W. CARSON BYRD and MATTHEW W. HUGHEY
|
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| classification_rvk | MB 2200 |
| ctrlnum | (OCoLC)910594908 (DE-599)BSZ433243090 |
| discipline | Politologie |
| edition | 1. print. |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-10T07:05:29Z |
| institution | BVB |
| isbn | 9781506314631 9781506314624 |
| language | English |
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| publishDate | 2015 |
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| publisher | Sage |
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| series | The annals of the American Academy of Political and Social Science |
| series2 | The annals of the American Academy of Political and Social Science |
| spelling | Toward computational social science big data in digital environments special ed.: Dhavan V. Shah ... 1. print. Los Angeles, Calif. [u.a.] Sage 2015 318 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier The annals of the American Academy of Political and Social Science 659 Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf Neue Medien (DE-588)4196910-8 gnd rswk-swf Big Data (DE-588)4802620-7 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Sozialwissenschaften (DE-588)4055916-6 s Big Data (DE-588)4802620-7 s Neue Medien (DE-588)4196910-8 s DE-604 Shah, Dhavan V. 1967- (DE-588)1068407824 edt The annals of the American Academy of Political and Social Science 659 (DE-604)BV002540666 659 Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028027505&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Toward computational social science big data in digital environments The annals of the American Academy of Political and Social Science Sozialwissenschaften (DE-588)4055916-6 gnd Neue Medien (DE-588)4196910-8 gnd Big Data (DE-588)4802620-7 gnd |
| subject_GND | (DE-588)4055916-6 (DE-588)4196910-8 (DE-588)4802620-7 (DE-588)4143413-4 |
| title | Toward computational social science big data in digital environments |
| title_auth | Toward computational social science big data in digital environments |
| title_exact_search | Toward computational social science big data in digital environments |
| title_full | Toward computational social science big data in digital environments special ed.: Dhavan V. Shah ... |
| title_fullStr | Toward computational social science big data in digital environments special ed.: Dhavan V. Shah ... |
| title_full_unstemmed | Toward computational social science big data in digital environments special ed.: Dhavan V. Shah ... |
| title_short | Toward computational social science |
| title_sort | toward computational social science big data in digital environments |
| title_sub | big data in digital environments |
| topic | Sozialwissenschaften (DE-588)4055916-6 gnd Neue Medien (DE-588)4196910-8 gnd Big Data (DE-588)4802620-7 gnd |
| topic_facet | Sozialwissenschaften Neue Medien Big Data Aufsatzsammlung |
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