Reports & Publications

Research documentation and technical findings

Current Research

The Small World of English

Linguabase analysis

76% of random English word pairs connect in 7 hops or fewer. Analysis of the Linguabase’s semantic network structure and its implications for word game design.

Linguabase Technical Overview

Infrastructure documentation

1.5 million words, 100 million relationships. The hybrid approach combining human curation with LLM-assisted validation.

NSF SBIR Phase I

#2304423, 2023–2024

$274,990 grant for automated content generation, appropriateness filters, and cognitive impact evaluation. OtherWordly LLC with University of Wisconsin-Madison.

NSF I-Corps Customer Discovery

2023

$20,000 supplement for Lean Startup methodology. 250+ face-to-face interviews testing hypotheses about word game players. Led directly to In Other Words.

Upcoming

Culturally Appropriate Semantic Game Content
Research on adapting semantic networks for diverse cultural contexts. From conference talks and ongoing work.

Historical

NSF XSEDE Supercomputer Grant

#IRI130011, 2013–2014

2.3 million compute hours for foundational NLP processing. Early Linguabase development using LDA topic modeling across large text corpora.

Archive

Earlier research on informal learning, information visualization, and health informatics is available in the blog archive.