ISBN:
9783030157425
Language:
English
Pages:
1 online resource (813 pages)
Series Statement:
Lecture Notes in Computer Science Ser. v.11420
Parallel Title:
Erscheint auch als
DDC:
302.23099999999999
Keywords:
Online social networks
;
Electronic books
Abstract:
Intro -- Preface -- Organization -- Contents -- Scientific Work and Data Practices -- A Comparative Study of Biological Scientists' Data Sharing Between Genome Sequence Data and Lab Experiment Data -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Theoretical Framework -- 4 Research Model and Hypothesis Development -- 5 Research Methods -- 6 Data Analysis and Results -- 6.1 Assessment of Measures -- 6.2 Hierarchical Regression Analysis -- 6.3 Independent Sample t-test -- 7 Discussion -- 8 Conclusion -- References -- Surfacing Data Change in Scientific Work -- 1 Introduction -- 2 Literature Review -- 3 Research Sites and Methods -- 4 Findings -- 4.1 Why Scientists Are Concerned About Data Change -- 4.2 Two Broad Types of Data Change -- 4.3 Trusting Collaborators and Processes to Make Datasets `Better' -- 4.4 Rhythms and Organizational Structures of Projects -- 5 Discussion and Conclusion -- References -- Understanding Hackathons for Science: Collaboration, Affordances, and Outcomes -- Abstract -- 1 Introduction -- 2 Background -- 3 Methods -- 3.1 The Setting: Two Hackathons at STScI -- 3.2 Data Collection and Analysis -- 4 Results -- 5 Discussion and Conclusion -- References -- Methodological Concerns in (Big) Data Research -- Modeling the Process of Information Encountering Based on the Analysis of Secondary Data -- Abstract -- 1 Introduction -- 2 Literature Review -- 2.1 Existing IE Process Models -- 2.2 CIT-Based IE Research -- 3 Data Collection -- 4 Data Analysis and Results -- 5 Discussion and Conclusions -- 5.1 The Value of the General IE Process Model -- 5.2 Limitations -- Acknowledgement -- Appendix -- References -- Methodological Transparency and Big Data: A Critical Comparative Analysis of Institutionalization -- Abstract -- 1 Introduction -- 2 Background -- 3 Methods -- 4 Discussion of Results.
Note:
Description based on publisher supplied metadata and other sources
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