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Full-Text Articles in Business
Identifying Synonymous Terms In Preparation For Technology Mining, Cherie C. Trumbach
Identifying Synonymous Terms In Preparation For Technology Mining, Cherie C. Trumbach
Management Faculty Publications
In this research, the development of a `concept-clumping algorithm' designed to improve the clustering of technical concepts is demonstrated . The algorithm developed first identifies a list of technically relevant noun phrases from a cleaned extracted list and then applies a rule-based algorithm for identifying synonymous terms based on shared words in each term. An assessment of the algorithm found that the algorithm has an 89—91% precision rate, was successful in moving technically important terms higher in the term frequency list, and improved the technical specificity of term clusters.
Managing Information System Integration Technologies--A Study Of Text Mined Industry White Papers, Balaji Ravindran
Managing Information System Integration Technologies--A Study Of Text Mined Industry White Papers, Balaji Ravindran
University of New Orleans Theses and Dissertations
Industry white papers are increasingly being used to explain the philosophy and operation of a product in marketplace or technology context. This explanation is used by senior managers for strategic planning in an organization. This research explores the effectiveness of white papers and strategies for managers to learn about technologies using white papers. The research is conducted by collecting industry white papers in the area of Information System Integration and gleaned relevant information through text-mining tool, Vantage Point. The text mined information is analyzed to provide solutions for practical problems in systems integration market. The indirect findings of the research …