AI & Machine Learning Content Summarizer
Project scope
Categories
Data analysis Market research Competitive analysis Machine learning Artificial intelligenceSkills
blog posts machine learning natural language processing (nlp) source document artificial intelligenceWe want to leverage the latest technology to gain an advantage in our market. We would like to collaborate with students to strategically apply AI or machine learning in our Content Experience Platform as our users have asked for a content summarizer
- Business problem:
Content that is stored in the Repurpost content library is usually or expected to be reused. Most of the content attests are blog posts, articles, ... (long form) now for example if you want to use them in Social Media it is important to extract the information in shorter text, for this you must reread the entire content piece.
It would be useful to be able to provide a brief summary of the content to facilitate previews of it, allowing users to quickly know if it is the right content and or be even able to use some of the preview in their social media description of the asset if they wished..
- Deliverable:
Producing a summary by interpreting the text using advanced natural language processing techniques in order to generate a new shorter text.
Suggestion:
Either through an extractive text summarization technique pulling key phrases from the source document and combining them to make a short summary of key points. Or by way of an abstraction technique, creating new phrases and sentences that relay the most useful information from the original text — just like humans do.
The CEO and CTO are fully available for supervision and mentorship. Both being serial entrepreneurs, we understand the importance of having a dedicated mentor by your side.
About the company
Repurpost is a Startup in the Martech sector. We provide companies with a SaaS platform where they can ideate, plan, organize, manage execute and deliver high-quality content and experiences that generate customer-centric engagement. Repurpost is organized into sections for the sake of simplicity, team collaboration, visibility and structure.