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Towards Cultural-Scale Models of Full Text.
7 references·0 citing·32 second hop
Towards Cultural-Scale Models of Full Text. (2015)Towards Cultural-Scale Models of Full Tex…Navigating the Local Modes of Big Data: The Case of Topic Models (2016)Navigating the Local Modes of…Characterizing the Google Books Corpus: Strong Limits to Inferences of Socio-Cultural and Linguistic Evolution (2015)Characterizing the Google Boo…Theorizing Research Practices We Forgot to Theorize Twenty Years Ago (2014)Theorizing Research Practices…The Quiet Transformations of Literary Studies: What Thirteen Thousand Scholars Could Tell Us (2014)The Quiet Transformations of …Cloud computing data capsules for non-consumptiveuse of texts (2014)Cloud computing data capsules…Trawling in the Sea of the Great Unread: Sub-corpus topic modeling and Humanities research (2013)Trawling in the Sea of the Gr…Introduction—Topic models: What they are and why they matter (2013)Introduction—Topic models: Wh…Quantitative Analysis of Culture Using Millions of Digitized Books (2010)Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change (2016)Research on Work as a Calling…and How to Make It Matter (2018)The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings (2019)Distributed Digital Preservation in the Cloud (2013)Towards Evaluation of Cultural-scale Claims in Light of Topic Model Sampling Effects (2015)Enhancing Access to Media Collections and Archives Using Computational Linguistic Tools. (2017)Multi-level computational methods for interdisciplinary research in the HathiTrust Digital Library (2017)Content Analysis: An Introduction to its Methodology. (1984)The rules of art : genesis and structure of the literary field (1997)Surface Reading: An Introduction (2009)Ontologies, methodologies, and new uses of Big Data in the social and cultural sciences (2015)A World of Fiction (2018)Digital humanities—A discipline in its own right? An analysis of the role and position of digital humanities in the academic landscape (2021)The Slaughterhouse of Literature (2000)Macroanalysis: digital methods and literary history (2014)Big Folklore: A Special Issue on Computational Folkloristics (2016)On Poetic Topic Modeling: Extracting Themes and Motifs From a Corpus of Spanish Poetry (2018)Artificial intelligence and machine learning in the preservation and innovation of intangible cultural heritage: ethical considerations and design frameworks (2025)A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle (1989)Fundamentals of item response theory (1992)Topic modeling in marketing: recent advances and research opportunities (2018)Exploring the impact of big data analytics capabilities on business model innovation: The mediating role of entrepreneurial orientation (2020)Climate change in news media across the globe: An automated analysis of issue attention and themes in climate change coverage in 10 countries (2006–2018) (2021)The Measurement of Meaning (1957)Course in General Linguistics (1960)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Computational Grounded Theory: A Methodological Framework (2017)Topic Modeling in Management Research: Rendering New Theory from Textual Data (2019)Literary Pattern Recognition: Modernism between Close Reading and Machine Learning (2015)"Q i-jtb the Raven": Taking Dirty OCR Seriously (2017)The Transformation of Historical Research in the Digital Age (2022)
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References

  • 2013Introduction—Topic models: What they are and why they matter478 cited
  • 2015Characterizing the Google Books Corpus: Strong Limits to Inferences of Socio-Cultural and Linguistic Evolution436 cited
  • 2016Navigating the Local Modes of Big Data: The Case of Topic Models139 cited
  • 2014The Quiet Transformations of Literary Studies: What Thirteen Thousand Scholars Could Tell Us116 cited
  • 2014Theorizing Research Practices We Forgot to Theorize Twenty Years Ago91 cited
  • 2013Trawling in the Sea of the Great Unread: Sub-corpus topic modeling and Humanities research72 cited
  • 2014Cloud computing data capsules for non-consumptiveuse of texts35 cited

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