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Automated Coding of Interaction Processes

Award Information

Agency:
Department of Health and Human Services
Branch:
N/A
Award ID:
22441
Program Year/Program:
1993 / SBIR
Agency Tracking Number:
22441
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
Idea Works Inc
100 West Briarwood Columbia, MO 65203
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Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 1993
Title: Automated Coding of Interaction Processes
Agency: HHS
Contract: N/A
Award Amount: $49,976.00
 

Abstract:

This study will test the feasibility of alternative machine learning strategies for training an expert decision support computer program to automatically code social interaction processes. Collecting and analyzing interaction process data is difficult, time consuming, and expensive. Reliability and reproducibility are difficult to establish and maintain. Phase I will test several alternative machine learning strategies on health care practitioner - patient interaction data. We will assess the percent of events which can be automatically coded, the number of cases required for training, and the utility of alternative learning strategies. In Phase II the most promising strategies will be incorporated into a computer program for interacting coding. Automated interaction coding with acceptable rates of accuracy could drastically reduce the cost and time required for interaction analysis, improve reliability, enhance scientific accountability, and permit new applications in research and training. For research it could permit the analysis of far larger quantities of interaction data, permitting interaction studies to examine a broader range of variables and employ more sophisticated analyses. Coupled with advances in speech recognition it could permit real-time interpretation and advice for teachers, physicians, police, and other professions. In a service-oriented economy with increasing professionalization of many service providers, automated coding of interaction processes could provide a broad range of intelligent computer assistants to improve interaction skills.

Principal Investigator:

Edward J. Mirielli
3148755827

Business Contact:

Small Business Information at Submission:

Idea Works, Inc.
607 Jackson Street Columbia, MO 65203

EIN/Tax ID:
DUNS: N/A
Number of Employees: N/A
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No