61 citations · 100 across the 8 of their papers we have counts for
3 papers · 1 filter
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…
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…