Lack of Structured Data Sample Clauses

Lack of Structured Data. ➢ Since the data collected are parts of conversations and are not naturally meant to present information in a structured manner, the context of the information must be extracted using Natural Language Processing (NLP) techniques. However, NLP techniques require clean texts in order to be efficient but due to the previous barrier, this task is much more complex, especially the cleaning process to get qualitative results. Also, many times the information from conversations is hidden in their context and not in word definitions. ➢ Moreover, gathering information regarding a service offering from an organisation is not as trivial. A very limited number of organizations list their offered services in their social media accounts (Facebook or Twitter), while the ones that list them do not necessarily follow a specific protocol or a common structured way.
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