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The Challenge

There are over 1,000,000 specimens at BRIT, with a large exness accounts variety of quality and style. It takes an average of five minutes to type the label data into their respective fields for exness demo account mt4 one specimen. In one year, data from 24,960 specimens could be entered by a human.

The Swarm Solution

The Apiary Workflow leverages the efficiency afforded exness standard account by collaboration and the use of machine processes. The workflow divides up tasks to various participants based on levels of expertise and skill. All decisions in developing the workflow have looked to facilitating cooperation with other systems and techniques.

Team members and Collaborators

Learn more about the Apiary Project's Principal Investigators, Team Members, and Advisory Group.

Goals

What workflow provides for a combination of machine-assisted and human-assisted procedures to most effectively and efficiently convert textual data on specimen labels into machine-processable parsed data to ingest in a database and associate with the digitized specimen?

How It Works

The proposed general workflow for the Apiary Project begins after digitization with the identification of Regions of Interest (ROIs). This is followed by text transcription, text parsing, quality control, and ingestion to the Atrium biodiversity information system.

High-Throughput Workflow for Computer-Assisted Human Parsing of Biological Specimen Label Data

The Texas Center for Digital Knowledge (TxCDK) at the University of North Texas and the Botanical Research Institute of Texas (BRIT) are conducting fundamental research with the goal of identifying how human intelligence can be combined with machine processes for effective and efficient transformation of textual museum specimen label information into high-quality machine-processible parsed data.Read More>>

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News and Announcements

UNT Center Receives More Than $700,000 to Investigate Digitization of Labels of Herbarium Collections

(as originally published at http://web3.unt.edu/news/story.cfm?story=11250 by the UNT news service) DENTON (UNT), Texas -- For 20 years, researchers have studied the dried plant specimens of Fort Worth's Botanical Research Institute of Texas, which houses more than one million specimens as the largest independent herbarium in the southwestern United States. Its specimens date back to the 18th century. The Texas Center for Digital Knowledge at the University of North Texas is partnering with the institute, known as BRIT, to develop and integrate technology that will transform data from More >>

IMLS News & Events Press Release

(as originally published at http://www.imls.gov/news/2008/091008a_list.shtm#TX) University of North Texas School of Library and Information Sciences - Denton, TX Grant Category: Research Award Amount: $738,075; Matching Amount: $181,240 Contact: Dr. William Moen Associate Professor 940-565-3563; wemoen (at) unt.edu Project Title: "High-Throughput Workflow for Computer-assisted Human Parsing of Biological Specimen Label Data" The Botanical Research Institute of Texas (BRIT) and Texas More >>

Apiary Demonstration at WebWise 2010

(as originally published at http://www.imls.gov/news/2010/020310.shtm) "The Apiary Project: Framework and Workflow for Extraction and Parsing of Herbarium Specimen Data: A Standards-Based Approach to Tool Integration and Metadata (http://www.apiaryproject.org/content/about-apiary-project) William Moen, University of North Texas Millions of specimens in museums and herbaria worldwide need to be digitized to be accessible to scientists. The Apiary Project combines human and machine processes More >>