Mining Qualitative Attributes to Assess Corporate Performance
Abstract
We present an overview of systems and methods to track ongoing events from sources such as corporate filings, financial articles, expert or analyst reports, press releases, customers’ feedback, and news articles that have an effect on corporate performance. In this paper we discuss text analytics and sentiment mining approaches to determine quantitative attributes that can be an indicator of corporate performance. For example, strengths, weaknesses, opportunities, and threats (SWOT) analysis is a well-known structured planning method widely applied to identify the factors determining success or failure of an enterprise. This analysis can be strongly indicative of the business or financial health of the enterprise. It can also provide broader indicators for the firm’s business environment, in terms of ease of doing business in the country, as well as for government policies helping (or hurting) the business environment.
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