Availability: Computational social science in the age of Big Data

Computational social science in the age of Big Data: concepts, methodologies, tools, and applications

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Bibliographic Details
Main Author:	Aragona, Biagio (Author)
Other Authors:	Stützer, Cathleen 1978- (Editor), Welker, Martin 1963- (Editor), Egger, Marc (Editor)
Format:	Book
Language:	English
Published:	Köln Herbert von Halem Verlag [2018]
Series:	Neue Schriften zur Online-Forschung Band 15
Subjects:	Sozialwissenschaften Big Data Data Mining Datenanalyse Empirische Sozialforschung Marktforschung Forschung Methodologie Internet Data Analysis Data Science Aufsatzsammlung
Links:	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029446642&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Physical Description:	457 Seiten Illustrationen, Diagramme
ISBN:	9783869622675

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Record in the Search Index

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adam_text	Inhalt PREFACE CATHLEEN M. STUETZER / MARTIN WELKER / MARC EGGER 9 Big Data Analytics: Obstacles and Opportunities for Social Science I. EPISTEMOLOGICAL PERSPECTIVES BRENDA L. BERKELAAR / LUIS FRANCISCO-REVILLA 16 Motivation, Evidence, and Computation: A Research Framework for Expanding Computational Social Science Participation and Design BIAGIO ARAGONA 63 Beyond Data Driven Social Science: Researching Big Data Assemblages JAN R. RIEBLING 77 The Medium Data Problem in Social Science II. DATA, METHODS, AND INSTRUMENTS JAKOB JUNGER 104 Mapping the Field of Automated Data Collection on the Web: Collection Approaches, Data Types, and Research Logic MAREIKE WIELAND / ANNE-MARIE IN DER AU / CHRISTINE KELLER / SÖREN BRUNK / THOMAS BETTERMANN / LUTZ M. HAGEN / THOMAS SCHLEGEL Online Behavior Tracking in Social Sciences: Quality Criteria and Technical Implementation ELISABETH GÜNTHER / DAMIAN TRILLING / BOB VAN DE VELDE But How Do We Store It? (Big) Data Architecture in the Social-Scientific Research Process FIONN MURTAGH The Geometric Data Analysis and Correspondence Analysis Platform: New Potential and New Challenges, Including Ethics, of Big Data Analytics ULRIK BRANDES / MICHAEL HAMANN / MARK ORTMANN / DOROTHEA WAGNER On the Persistence of Strongly Embedded Ties YANNIS SKARPELOS Big Visual Data in Social Sciences III. CASE STUDIES JI-PING LIN Human Relationships and Kinship Analytics from Big Data Based on Data Science: A Study on Ethnic Marriage and Identity Using Taiwan’s Indigenous Peoples as an Example ALESSANDRO CIMBELLI / CINZIA CONTI / FIORENZA DERIU The Use of Big Data in Studying Migration Routes: New Tools and Applications 131 161 188 213 235 268 303 THEONI STATHOPOUIOU / HARIS PAPAGEORGIOU / KONSTANTINA PAPANIKOLAOU / ATHANASIA KOLOVOU 326 Exploring the Dynamics of Protest with Automated Computational Tools. A Greek Case Study JÉRÉMY DUCROS / ELISA GRANDI / PIERRE-CYRILLE HAUTCOEUR / RAPHAËL HEKIMIAN / EMMANUEL PRUNAUX / ANGELO RIVA / STEFANO UNGARO 355 Collecting and Storing Historical Financial Data: dfih Project DANIEL RICHTER / MICHAEL BARTL 378 Affective Computing Applied to a Recipe Recommendation System IV. TUTORIAL SECTION RIANNE CONIJN / WOUTER NIJ BIJVANK / CHRIS SNIJDERS / AD KLEINGELD / UWE MATZAT 396 From Raw to Ready-made Data. A Hands-on Manual for Pre-processing Learning Management System Log Data for Learning Analytics YANNICK RIEDER / SIMON KUHNE 423 Geospatial Analysis of Social Media Data - A Practical Framework and Applications Using Twitter Authors 447
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author	Aragona, Biagio
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author_sort	Aragona, Biagio
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dewey-full	300
dewey-hundreds	300 - Social sciences
dewey-ones	300 - Social sciences
dewey-raw	300
dewey-search	300
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dewey-tens	300 - Social sciences
discipline	Soziologie
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spelling	Computational social science in the age of Big Data concepts, methodologies, tools, and applications Cathleen M. Stuetzer/Martin Welker/Marc Egger (eds.) ; authors: Biagio Aragona [und zahlreiche weitere] Köln Herbert von Halem Verlag [2018] 457 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Neue Schriften zur Online-Forschung Band 15 Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf Big Data (DE-588)4802620-7 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Empirische Sozialforschung (DE-588)4014606-6 gnd rswk-swf Marktforschung (DE-588)4037630-8 gnd rswk-swf Forschung (DE-588)4017894-8 gnd rswk-swf Methodologie (DE-588)4139716-2 gnd rswk-swf Internet (DE-588)4308416-3 gnd rswk-swf Big Data Data Analysis Data Mining Data Science (DE-588)4143413-4 Aufsatzsammlung gnd-content Big Data (DE-588)4802620-7 s Sozialwissenschaften (DE-588)4055916-6 s Forschung (DE-588)4017894-8 s Methodologie (DE-588)4139716-2 s DE-604 Empirische Sozialforschung (DE-588)4014606-6 s Internet (DE-588)4308416-3 s Datenanalyse (DE-588)4123037-1 s Marktforschung (DE-588)4037630-8 s Data Mining (DE-588)4428654-5 s Stützer, Cathleen 1978- (DE-588)1045287660 edt Welker, Martin 1963- (DE-588)124299725 edt Egger, Marc (DE-588)1046474065 edt Aragona, Biagio (DE-588)1150414650 aut Herbert von Halem Verlag (DE-588)1065422946 pbl Erscheint auch als Online-Ausgabe, PDF 978-3-86962-268-2 (DE-604)BV044909443 Neue Schriften zur Online-Forschung Band 15 (DE-604)BV023075179 15 Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029446642&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Aragona, Biagio Computational social science in the age of Big Data concepts, methodologies, tools, and applications Neue Schriften zur Online-Forschung Sozialwissenschaften (DE-588)4055916-6 gnd Big Data (DE-588)4802620-7 gnd Data Mining (DE-588)4428654-5 gnd Datenanalyse (DE-588)4123037-1 gnd Empirische Sozialforschung (DE-588)4014606-6 gnd Marktforschung (DE-588)4037630-8 gnd Forschung (DE-588)4017894-8 gnd Methodologie (DE-588)4139716-2 gnd Internet (DE-588)4308416-3 gnd
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title	Computational social science in the age of Big Data concepts, methodologies, tools, and applications
title_auth	Computational social science in the age of Big Data concepts, methodologies, tools, and applications
title_exact_search	Computational social science in the age of Big Data concepts, methodologies, tools, and applications
title_full	Computational social science in the age of Big Data concepts, methodologies, tools, and applications Cathleen M. Stuetzer/Martin Welker/Marc Egger (eds.) ; authors: Biagio Aragona [und zahlreiche weitere]
title_fullStr	Computational social science in the age of Big Data concepts, methodologies, tools, and applications Cathleen M. Stuetzer/Martin Welker/Marc Egger (eds.) ; authors: Biagio Aragona [und zahlreiche weitere]
title_full_unstemmed	Computational social science in the age of Big Data concepts, methodologies, tools, and applications Cathleen M. Stuetzer/Martin Welker/Marc Egger (eds.) ; authors: Biagio Aragona [und zahlreiche weitere]
title_short	Computational social science in the age of Big Data
title_sort	computational social science in the age of big data concepts methodologies tools and applications
title_sub	concepts, methodologies, tools, and applications
topic	Sozialwissenschaften (DE-588)4055916-6 gnd Big Data (DE-588)4802620-7 gnd Data Mining (DE-588)4428654-5 gnd Datenanalyse (DE-588)4123037-1 gnd Empirische Sozialforschung (DE-588)4014606-6 gnd Marktforschung (DE-588)4037630-8 gnd Forschung (DE-588)4017894-8 gnd Methodologie (DE-588)4139716-2 gnd Internet (DE-588)4308416-3 gnd
topic_facet	Sozialwissenschaften Big Data Data Mining Datenanalyse Empirische Sozialforschung Marktforschung Forschung Methodologie Internet Aufsatzsammlung
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029446642&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV023075179
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