Content area

Abstract

Digital Democracy, established at Cal Poly’s Institute for Advanced Technology and Public Policy, initially provided users access to a distinctive dataset, including state legislative committee hearings, transcripts, videos, and more. However, the discontinuation of funding ended operations for the project and emphasized the need for a streamlined application independent of third-party dependencies and capable of offering real-time and organized access to the invaluable Digital Democracy dataset. We introduce FILTER, a cloud-hosted API designed for read access to the Digital Democracy dataset through twelve distinct endpoints. The system contains two databases: the Digital Democracy Database (DDDB) and the Digital Democracy Knowledge Graph (DDKG). The latter, designed after DDDB, utilizes the advantages of a graph data structure for efficient data retrieval and novel knowledge discovery. This thesis is a comprehensive resource, providing detailed documentation and architectural design specifications for FILTER. The study outlines the API’s design, functionality, and pipeline developed for maintaining DDKG. Furthermore, the thesis presents rigorous API performance evaluations, compares the efficiency of the two databases under significant loads on the API, and a series of case studies showcasing the unique insights derived from analysis performed on the novel DDKG dataset.

Details

1010268
Business indexing term
Title
Filter: Framework for Integrated Legislative Transparency and Exploratory Research
Author
Number of pages
157
Publication year
2024
Degree date
2024
School code
2104
Source
MAI 86/4(E), Masters Abstracts International
ISBN
9798342130844
Committee member
Khosmood, Foaad; Mukherjee, Joydeep
University/institution
California Polytechnic State University
University location
United States -- California, US
Degree
M.S.
Source type
Dissertation or Thesis
Language
English
Document type
Dissertation/Thesis
Dissertation/thesis number
31569808
ProQuest document ID
3122660682
Document URL
https://www.proquest.com/dissertations-theses/filter-framework-integrated-legislative/docview/3122660682/se-2?accountid=208611
Copyright
Database copyright ProQuest LLC; ProQuest does not claim copyright in the individual underlying works.
Database
ProQuest One Academic