PyCon, the gathering for the community using and developing the open-source Python programming language. This is the first year of the PyCon Pune where the community will meet for two days of talks and working on upstream projects in two days of dev sprint. CFP ends on 30th November AoE.
Opinion Extraction From Customer Reviews
When a review or a social media post talks about a product or service, the user might want to discuss multiple aspects or sub-topics related to the product or service.
For example, when a customer buys a laptop from Flipkart,the customer might have good things to say about the sound quality of laptop but he/she might be disappointed with the service offered to him/her by vendor and therefore might think that the Delivery Model needs to be revamped.
So a general sentiment analyser which is normally used might turn trivial for the overall sentiment drawn towards the product/service and hence might not be able to capture the full essence of the actual product.
My talk shall be about a need as well as implementation of improved Aspect-based Sentimental Analyser/Opinion Extraction for better and more fine-grained analysis of user feedback, which would enable service providers and product manufacturers to identify the certain business aspects that needs improvement.
Advanced Sentimental Analysis