Detection of emerging trends: automation of domain expert practices

David R. Gevry

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Computational and Text Analysis Methods Data Visualization and Analytics Time Series Analysis and Forecasting

Abstract

The overall goal of this research is the automation of various domain expert trend detection practices and integration of these automated modules into a fully automated system. The first two methods of this automation are presented and their usability and performance are evaluated. We show that these tools aid in increasing the efficiency of the task of emerging trend detection and further propose improvement for these tools as well as future plans for the full automation of the presented methodology.

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1965Networks of Scientific Papers 1995Technology opportunities analysis

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2007Detection of bursty and emerging trends towards identification of researchers at the early stage of trends 2006Detecting Citation Types Using Finite-State Machines

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