61 citations · 96 across the 5 of their papers we have counts for
5 papers
Topic Modeling the Hàn diăn Ancient Classics
Colin Allen, Hongliang Luo, Jaimie Murdock +4
Ancient Chinese texts present an area of enormous challenge and opportunity for humanities scholars interested in exploiting computational methods to assist in the development of n…
Multi-level computational methods for interdisciplinary research in the HathiTrust Digital Library
Jaimie Murdock, Colin Allen, Katy Börner +9
We show how faceted search using a combination of traditional classification systems and mixed-membership topic models can go beyond keyword search to inform resource discovery, hy…
Towards Evaluation of Cultural-scale Claims in Light of Topic Model Sampling Effects
Jaimie Murdock, Jiaan Zeng, Colin Allen
Cultural-scale models of full text documents are prone to over-interpretation by researchers making unintentionally strong socio-linguistic claims (Pechenick et al., 2015) without…
Exploration and Exploitation of Victorian Science in Darwin's Reading Notebooks
Jaimie Murdock, Colin Allen, Simon DeDeo
Search in an environment with an uncertain distribution of resources involves a trade-off between exploitation of past discoveries and further exploration. This extends to informat…
LODE: Linking Digital Humanities Content to the Web of Data
Jakob Huber, Timo Sztyler, Jan Noessner +3
Numerous digital humanities projects maintain their data collections in the form of text, images, and metadata. While data may be stored in many formats, from plain text to XML to…