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Research Paper | Computer Science & Engineering | India | Volume 8 Issue 3, March 2019 | Rating: 6.3 / 10
Intelligent Email Extraction and Classification with NLP & Deep Learning
Madhu Sudhan H V
Abstract: The information extraction of data from unstructured sources has opened new opportunities for querying, organizing and analyzing data with the help of Artificial Intelligence and Deep Learning techniques. The field of information extraction has its root to natural language processing by using widely used techniques like named entity recognition, parts of speech tagging etc. Recent reports confirm that email is still number one online activity. Corporate users send and receive an average of 110 messages per day, out of which about one third are messages sent. IT Helpdesk normally receives queries through emails, it is required for a human to understand the customer problem and extract certain information from the mail and then create a ticket to take further steps. Manual Intervention can be avoided with the help of Natural Language Processing and Deep Learning.
Keywords: Artificial Intelligence, Natural Language Processing, Deep Learning, Python
Edition: Volume 8 Issue 3, March 2019,
Pages: 1347 - 1348