Smart User Stories Editor
Smarter way to create user stories
3 GREAT FUNCTIONS
Easy constructor
Keeps structure
Warns about probably missed features
Warns about probably missed features
Error checker
Finds contradictions in stories
Fields autocompletion
Finds most relevant suggestions
As a [role] I can [feature], so that I can [reason]
Detailed review & Prototype
Creating stories
A web-application, written on the Java using Java Server Faces and PrimeFaces, allows PMO to create roles and write down their stories.
In real-time it packs all the data in one object and sends information to the server.
In real-time it packs all the data in one object and sends information to the server.
Pre-processing & analyzing
The text received from the web is then being parsed on python server. Empty fields and unstructured data are being written and processed first.
Finding key-words & Clustering
... using spacy, K-means, word2vec technologies, Rake ...
Making suggestions
After receiving data from server, web-application warns about contradictions, makes advices, adds suggestions which can be accepted or declined. Analyzing of user's actions will be our future enhancement.
Further improvements
1
Improve key-words extraction algorithm
2
Collect more data and try deep learning once more
3
Build checker on a new dataset with man-made corrections
Kyiv AI Booster's Data Scientarium Hackathon
October 2017
October 2017
