Computational Thinking and Social Science

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Sprache: Englisch

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Beschreibung

This book provides fundamental understanding into computational social science, helping students build basic familiarity with programming and an in-depth understanding into the challenges and benefits within the field.

Über den Autor

Matti Nelimarkka has over a decade of experience in teaching programming: from high school students and freshmen in computer sciences to generic introduction courses for STEM and social science students. He also regularly teaches research method, both traditional and computational to students in STEM and social science, with a special focus on graduate students and advanced computational research methods. His experiences combined with research-based insights on programming education provide him a deep understanding how to make learning fruitful and effective for students.

In his scholarly work on computational social science, Dr. Nelimarkka has focused on the essential role of social science theories to structure research formulation and then pinpointing and - when necessarily - developing new tools and approaches to tease out an answer to this question. In addition, his work in the critical algorithm studies gives insights to the challenges of reliability and validity, often not sufficiently addressed in computational social science.

This book brings together his experiences across programming and conducting social science has led him to develop an approach where computational thinking and programming are blended with empirical research questions and methods and for higher level questions of doing new kind scholarly work with social science.

Inhaltsverzeichnis

New kind of social science requires new skills
Computational Thinking, Algorithms and Writing Code
Data Science
Network Analysis
Data Structures
Simulations and Complex Systems
Interactive Systems
Best Practice for Software Development
Computation and Data: Collection, Storage and Manipulation
Computational Social Science
Research Ethics in Computational Social Science
Mistakes and Quality of Results in Computational Social Sciences
Integrating Computational Methods in Research

Erscheinungsjahr:	2022
Fachbereich:	Allgemeines
Rubrik:	Sozialwissenschaften
Medium:	Taschenbuch
Seiten:	384
Inhalt:	Kartoniert / Broschiert
ISBN-13:	9781526497918
ISBN-10:	1526497913
Sprache:	Englisch
Ausstattung / Beilage:	Paperback
Einband:	Kartoniert / Broschiert
Autor:	Nelimarkka, Matti
Hersteller:	SAGE Publications Ltd
Maße:	235 x 191 x 21 mm
Von/Mit:	Matti Nelimarkka
Erscheinungsdatum:	31.12.2022
Gewicht:	0,715 kg

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