Data quality and privacy concerns in digital trace data: Insights from a Delphi study on machine learning and robots in human life

U Engel, L Dahlhaus - … of Computational Social Science, Vol 1, 2021 - library.oapen.org
" The Handbook of Computational Social Science is a comprehensive reference source for
scholars across multiple disciplines. It outlines key debates in the field, showcasing novel …

Digital trace data: Modes of data collection, applications, and errors at a glance

F Keusch, F Kreuter - … of Computational Social Science, Vol 1, 2021 - library.oapen.org
" The Handbook of Computational Social Science is a comprehensive reference source for
scholars across multiple disciplines. It outlines key debates in the field, showcasing novel …

Analytical sociology amidst a computational social science revolution

B Jarvis, M Keuschnigg, P Hedström - … of Computational Social …, 2021 - library.oapen.org
" The Handbook of Computational Social Science is a comprehensive reference source for
scholars across multiple disciplines. It outlines key debates in the field, showcasing novel …

A brief history of APIs: Limitations and opportunities for online research

J Jünger - Handbook of Computational Social Science, Volume 2, 2021 - library.oapen.org
" The Handbook of Computational Social Science is a comprehensive reference source for
scholars across multiple disciplines. It outlines key debates in the field, showcasing novel …

Causal and predictive modeling in computational social science

U Engel - Handbook of Computational Social Science, Vol 1, 2021 - library.oapen.org
" The Handbook of Computational Social Science is a comprehensive reference source for
scholars across multiple disciplines. It outlines key debates in the field, showcasing novel …

Social data: Biases, methodological pitfalls, and ethical boundaries

A Olteanu, C Castillo, F Diaz, E Kıcıman - Frontiers in big data, 2019 - frontiersin.org
Social data in digital form—including user-generated content, expressed or implicit relations
between people, and behavioral traces—are at the core of popular applications and …

[图书][B] Handbook of Computational Social Science, Volume 2: Data Science, Statistical Modelling, and Machine Learning Methods

U Engel, A Quan-Haase, S Liu, L Lyberg - 2021 - books.google.com
The Handbook of Computational Social Science is a comprehensive reference source for
scholars across multiple disciplines. It outlines key debates in the field, showcasing novel …

Applying a total error framework for digital traces to social media research

I Sen, F Flöck, K Weller, B Weiß… - … of Computational Social …, 2021 - api.taylorfrancis.com
Thanks to social media, conversations that happened in (semi-) private settings around the
world have moved online. Now, the collective banter, arguments, entreaties, and even …

Ethics and privacy in computational social science: A call for pedagogy

W Hollingshead, A Quan-Haase… - … of Computational Social …, 2021 - taylorfrancis.com
No other topic has stirred up as much controversy and division as the ethics of
computational social science research. For one, massive amounts of data are readily …

Automated image analysis for studying online behaviour

C Schwemmer, S Unger… - Research Handbook on …, 2023 - elgaronline.com
The advent of the internet led to unprecedented quantities of data monitoring human
behaviour. Massive, mostly online, data sources record many varieties of social interactions …