Case Studies
A Scalable Data Transformation Framework Using the Hadoop Ecosystem
Presented at Hadoop Summit, June 2014, San Francisco, CA.
Leveraging the right platforms, tools & skills to harness All the Data is key to being a successful Data-driven Enterprise!
Next Generation Analytics Architecture for Business Advantage
Presented at 12th Annual Text Analytics Summit, Dec 2013, San Francisco, CA.
Leveraging the right platforms, tools & skills to harness All the Data is key to being a successful Data-driven Enterprise!
Big Data Infrastructure Management ? Created new Revenue Streams while Reducing costs by 60%
Scope and Quality of deliverables increased through leveraging Serendio?s expertise in Big Data infrastructure and Social content aggregation. Increased Data mining and Predictive modeling capabilities resulted in newer revenue streams.
Lexicon based Sentiment Analysis in Social Media
Presented at SemEval, June 2013, Atlanta, GA.
This paper describes the system developed by the Serendio team for the SemEval-2013 Task 2 competition (Task A). We use a lexicon based approach for discovering sentiments. Our lexicon is built from the Serendio taxonomy. The Serendio taxonomy consists of positive, negative, negation, stop words and phrases.
Windows 8 Smartphones ? Nokia Lumia 920 vs HTC Windows Phone 8X
We took all the conversations around these 2 models and analyzed them for Sentiments and Buzz. It is clear that the volume of conversations with a positive sentiment is higher (36.96%) for Nokia Lumia 920, than for HTC Windows Phone 8X (22.91%).
Dell XPS 14z Vs Toshiba Portege Z835 Vs HP Envy 4 Sleek book Vs Acer Aspire S5
Though Performance, Body and Battery are the most popular attributes of Ultrabooks , Weight and Track pad are discussed more frequently n the case of Dell XPS 14z. However, these two features rarely get discussed in the case of Toshiba Portege Z835, HP Envy 4 Sleek book, and Acer Aspire S5.
What features of Sony PS3 do users care about the most?
Overall Design, High Definition, User Interface, and Wifi Connectivity seem to influence Purchase decisions more than other features.
What Can Banks Learn From Social Media?
Fees & Charges levied by different banks are popular discussion topics for all Banks. Home Mortgage was particularly popular in the context of Wells Fargo and Bank of America.
