Corpus ID: 61324735

Three's a Charm?: Open Event Data Coding with EL:DIABLO, PETRARCH, and the Open Event Data Alliance.

@inproceedings{Schrodt2014ThreesAC,
  title={Three's a Charm?: Open Event Data Coding with EL:DIABLO, PETRARCH, and the Open Event Data Alliance.},
  author={Philip A. Schrodt and Muhammed Y Idris},
  year={2014}
}
This paper is a brief review of three current efforts to provide an open and transparent path to the automated production of event data: • EL:DIABLO: an open, user-friendly modular system for the acquisition and coding of web-based news sources which is intended to allow small research teams to generate customized event data sets with a minimum of effort • PETRARCH: a Python-based event data coder using fully-parsed Penn Treebank input • The Open Event Data Alliance, a new professional… Expand
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References

SHOWING 1-10 OF 21 REFERENCES
MACHINE CODING OF EVENT DATA USING REGIONAL AND INTERNATIONAL SOURCES
This article discusses research on the machine coding of international event data from international and regional news sources using the Kansas Event Data System (KEDS). First, we suggest that theExpand
Integrated Data for Events Analysis (IDEA): An Event Typology for Automated Events Data Development
This article outlines the basic parameters and current status of the Integrated Data for Event Analysis (IDEA) project. IDEA provides a comprehensive events framework for the analysis ofExpand
Precedents, Progress, and Prospects in Political Event Data
TLDR
The past decade has seen a renaissance in the development of political event data sets, and event data have become much more elaborate than the original state-centric data sets such as WEIS and COPDAB, with a far greater emphasis on substate and nonstate actors. Expand
Validity Assessment of a Machine-Coded Event Data Set for the Middle East, 1982-92
This paper is a study of the validity of a machine-coded event data series for six Middle Eastern actors and the United States. The series is based on Reuters newswire story leads coded into the WEISExpand
Twenty Years of the Kansas Event Data System Project
Welcome again to The Political Methodologist. Our issue leads off with an article by Phil Schrodt describing the 20year evolution of the Kansas Event Data System Project (KEDS). We then move to twoExpand
An Automated Information Extraction Tool for International Conflict Data with Performance as Good as Human Coders: A Rare Events Evaluation Design
TLDR
This article addresses advances in event categorization schemes and software programs that automatically produce data by “reading” news stories without human coders with a method that makes it feasible, for the first time, to evaluate these programs when they are applied in areas with the particular characteristics of international conflict and cooperation data. Expand
New Event Data in Conflict Research
As this special issue of International Interactions demonstrates, there has been a resurgence of interest in recent years in event data for the analysis of various political phenomena, and conflictExpand
World event/interaction survey
Abstract : The World Event/Interaction Survey (WEIS) Project is a research program examining international system characteristics and processes. Specifically, the data collected in the WEIS ProjectExpand
Entity resolution for big data
TLDR
This tutorial brings together perspectives on entity resolution from a variety of fields, including databases, information retrieval, natural language processing and machine learning, to provide, in one setting, a survey of a large body of work. Expand
The Conflict and Peace Data Bank (COPDAB) Project
As students of politics and political science, we should and we do care about the events which lead to war, instability, and international tension as well as about events which lead to equitableExpand
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