Data Analytics Integrity Challenges to Implementation of the Automated Data Collection Processes

March 12, 2020

In recent months, my company (Baron Consulting) has been proactively involved in setting up Data Collection Systems for a range of Private and Public Organisations we are servicing. Some of the data collection challenges have already been discussed in our recent Raw Data Collection 2020: Principles and Challenges White Paper. While the RDC (Raw Data Collection) paper analysed the current state of the everchanging Data Collection requirements, it did not have the scope to address technicalities of the RDC processes along with the specific Data Collection tools and methods. The purpose of this paper is to fill the void by looking into implementation of the automated data collection processes.

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Bitext

Bitext is a provider of multilingual Text Analytics technology for major European languages. We develop natural language processing services for software vendors so they can easily integrate semantic capabilities (Sentiment Analysis, Concept and Entity Extraction...) in their products. Our focus is on two markets: Social Media and Big Data analytics (Social CRM, Voice of the Customer), and search (Natural Language Search). These services are available through two different channels: Bitext Consulting and the Bitext API, which provides a web service to open up the Bitext semantic technology to third-party developers. Our key differentiator: Deep Linguistic Analysis, which gives high levels of accuracy using a proprietary rule-based system that covers all aspects of language processing technology (morphology, syntax, semantics)...

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Spotlight

Bitext

Bitext is a provider of multilingual Text Analytics technology for major European languages. We develop natural language processing services for software vendors so they can easily integrate semantic capabilities (Sentiment Analysis, Concept and Entity Extraction...) in their products. Our focus is on two markets: Social Media and Big Data analytics (Social CRM, Voice of the Customer), and search (Natural Language Search). These services are available through two different channels: Bitext Consulting and the Bitext API, which provides a web service to open up the Bitext semantic technology to third-party developers. Our key differentiator: Deep Linguistic Analysis, which gives high levels of accuracy using a proprietary rule-based system that covers all aspects of language processing technology (morphology, syntax, semantics)...

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