Automatic Extraction and Generation of XML Documents from Financial Reports
Anil Vinjamur, Sumali J. Conlon, Susan Lukose, Tim McCready, Jason G. Hale
Abstract
Open-access reader
Anil Vinjamur, Sumali J. Conlon, Susan Lukose, Tim McCready, Jason G. Hale
Abstract
Open-access reader
Web services require XML formatted data. Human translation of business information from the rapidly expanding volume of documents to XML is labor-intensive and impractical. Computer programs can be built to extract domain-specific facts from web documents and convert them into an XML format. With a continual feed of web articles, such a system could be used to maintain an up-to-date XML knowledge base that could power web services for businesses. In this research, we build a system to automatically extract information from electronic international corporate financial reports, and translate this information into XML or XBRL (a well-known XML extension for accounting and financial data).
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Web services require XML formatted data. Human translation of business information from the rapidly expanding volume of documents to XML is labor-intensive and impractical. Computer programs can be built to extract domain-specific facts from web documents and convert them into an XML format. With a continual feed of web articles, such a system could be used to maintain an up-to-date XML knowledge base that could power web services for businesses. In this research, we build a system to automatically extract information from electronic international corporate financial reports, and translate this information into XML or XBRL (a well-known XML extension for accounting and financial data).
Key concepts: Computer science, Efficient XML Interchange, XML Signature, XML Base, XML Schema Editor, XML validation, XML Encryption, World Wide Web