Data Analytics in Cognitive Linguistics
Contemporary data analytics involves extracting insights from data and translating them into action. With its turn towards empirical methods and convergent data sources, cognitive linguistics is a fertile context for data analytics. There are key differences between data analytics and statistical analysis as typically conceived. Though the former requires the latter, it emphasizes the role of domain-specific knowledge. Statistical analysis also tends to be associated with preconceived hypotheses and controlled data. Data analytics, on the other hand, can help explore unstructured datasets and inspire emergent questions.
This volume addresses two key aspects in data analytics for cognitive linguistic work. Firstly, it elaborates the bottom-up guiding role of data analytics in the research trajectory, and how it helps to formulate and refine questions. Secondly, it shows how data analytics can suggest concrete courses of research-based action, which is crucial for cognitive linguistics to be truly applied. The papers in this volume impart various data analytic methods and report empirical studies across different areas of research and application. They aim to benefit new and experienced researchers alike.
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Intermediate horizons: book history and digital humanities
This innovative collection examines how book history and digital humanities (DH) practices are integrated through approach, access, and assessment. Eight essays by rising and senior scholars practicing in multiple fields—including librarians, literature scholars, digital humanists, and historians—consider and reimagine the interconnected futures and horizons at the intersections of texts, technology, and culture and argue for a return to a more representative and human study of the humanities.
Integrating intermedial practices and assessments, the editors and contributors explore issues surrounding the access to and materiality of digitized materials, and the challenge of balancing preservation of traditional archival materials with access. They offer an assessment in our present moment of the early visions of book history and DH projects. In revisiting these projects, they ask us to shift our thinking on the promises and perils of archival and creative work in different media. Taken together, this volume reconsiders the historical intersections of book history and DH and charts a path for future scholarship across disciplinary boundaries.
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