منابع مشابه
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There is a vast amount of financial information on companies financial performance available to investors today. While automatic analysis of financial figures is common, it has been difficult to automatically extract meaning from the textual part of financial reports. The textual part of an annual report contains richer information than the financial ratios. In this paper, we combine data mini...
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Reading manually annual and quarterly reports helps financial analysts and decision makers to judge companies’ financial performance. Professionals infer from a report not only the current financial performance and strategic outlook of a company but also its prospective financial performance. They have insightful methods to find some intuitive indications of the future financial performance of ...
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Specifically, we deal with a ranking problem with a collection of financial reports, in which each report is associated with a company. By using text information in the reports, which is so-called the soft information, we apply learning-to-rank techniques to rank a set of companies to keep them in line with their relative risk levels. In our experiments, a collection of financial reports, which...
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ژورنال
عنوان ژورنال: Review of Financial Economics
سال: 2014
ISSN: 1058-3300
DOI: 10.1016/j.rfe.2013.08.001