作者: Wouter van Atteveldt , Jana Diesner , Paul E. Smaldino , Annie Waldherr , Noshir Contractor
DOI:
关键词: Observational study 、 Research questions 、 Data science 、 TRACE (psycholinguistics) 、 Field (computer science) 、 Set (psychology) 、 Virtual lab 、 Computer science 、 Big data 、 Experimental research
摘要: This article reviews the opportunities and challenges for computational research methods in field of communication. Among social sciences, communication stands out as a discipline with relatively low-profile institutionalized focus on in-house development methods. Computational tools are changing this, they catalyzing new set directly suited to tackling foundational questions We systematically review how affect three fundamental pillars scientific method: observational approaches (i.e., digital trace data), theoretical computer simulations), experimental virtual labs experiments). stress that data catalyzer but not requirement science. explore observational, theoretical, can be combined cross-fertilize one another. conclude taking advantage will require systematic effort our develop adjust these