Search Results for author: Jaimie Murdock

Found 7 papers, 0 papers with code

MIKE - Multi-task Implicit Knowledge Embeddings by Autoencoding through a Shared Input Space

no code implementations29 Sep 2021 Ryan Anthony Dellana, William Severa, Felix Wang, Esteban J Guillen, Jaimie Murdock

In this work, we introduce a method of learning Multi-task Implicit Knowledge Embeddings (MIKE) from a set of source (or "teacher") networks by autoencoding through a shared input space.

Topic Modeling the Reading and Writing Behavior of Information Foragers

no code implementations30 Jun 2019 Jaimie Murdock

I characterize his reading behavior, then show how that reading behavior interacted with the drafts and subsequent revisions of The Origin of Species, and expand the dataset to include later readings and writings.

The Development of Darwin's Origin of Species

no code implementations26 Feb 2018 Jaimie Murdock, Colin Allen, Simon DeDeo

From 1837, when he returned to England aboard the $\textit{HMS Beagle}$, to 1860, just after publication of $\textit{The Origin of Species}$, Charles Darwin kept detailed notes of each book he read or wanted to read.

Topic Models

Multi-level computational methods for interdisciplinary research in the HathiTrust Digital Library

no code implementations3 Feb 2017 Jaimie Murdock, Colin Allen, Katy Börner, Robert Light, Simon McAlister, Andrew Ravenscroft, Robert Rose, Doori Rose, Jun Otsuka, David Bourget, John Lawrence, Chris Reed

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, hypothesis formulation, and argument extraction for interdisciplinary research.

General Classification Philosophy +1

Topic Modeling the Hàn diăn Ancient Classics

no code implementations2 Feb 2017 Colin Allen, Hongliang Luo, Jaimie Murdock, Jianghuai Pu, XiaoHong Wang, Yanjie Zhai, Kun Zhao

In this paper we describe a collaborative effort between Indiana University and Xi'an Jiaotong University to support exploration and interpretation of a digital corpus of over 18, 000 ancient Chinese documents, which we refer to as the "Handian" ancient classics corpus (H\`an di\u{a}n g\u{u} j\'i, i. e, the "Han canon" or "Chinese classics").


Towards Evaluation of Cultural-scale Claims in Light of Topic Model Sampling Effects

no code implementations15 Dec 2015 Jaimie Murdock, Jiaan Zeng, Colin Allen

We find that sample models with a large sample size typically have an alignment distance that falls in the range of the alignment distance between spanning models.

Classification General Classification +1

Exploration and Exploitation of Victorian Science in Darwin's Reading Notebooks

no code implementations23 Sep 2015 Jaimie Murdock, Colin Allen, Simon DeDeo

Our quantitative methods advance the study of cognitive search through a framework for testing interactions between individual and collective behavior and between short- and long-term consumption choices.

Decision Making Topic Models

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