Saumya Soman's repositories
TwitterDataAnalysis
In this project we did sentimental analysis on data collected from the social media, Twitter and predicted the current trend. The data can be tweets, quoted tweets and the favorites for a tweet (the number of times a tweet has been liked). Data was collected for a pair of keywords using the Twitter Search API. The collected tweets are then classified as positive, negative, neutral or junk based on the sentimental analysis of the text in the tweet/quoted tweet (favorites are considered as positive). Based on this classification it is possible to predict which among the pair of keywords is more popular. The prediction is under the assumption that more positive and neutral responses are there for a keyword, more trending it is with the public. An Android app was created to display data analysis results for a pair of keywords The accuracy of prediction was examined by predicting the outcome of November 5th Governor Elections in New Jersey using keywords Barbara Buono and Chris Christie.
VirtualDiary
In this project, the personal data is collected from Facebook, Foursquare, Twitter and Google Calendar using Neemi Data Extraction Tool. The data is saved in a NoSQL open source database called mongoDB. To do sentimental analysis on each tweet/status, we used a third party library called Alchemy API. The sentiments of all statuses in a day were analyzed to predict the mood.
AndroidTwitterApp
An android app to display twitter trend analysis results
StockPrediction
Application to predict stock values by analyzing previous values using Bayesian curve fitting
C-Programming
C++ programming assignments
CCV_FaceDetection
Face detection using CCV, using wesbos code
ChromeExtensions
Chrome extensions - simple js experiments
DSA_Assignments
Algorithms Assignments
excelProject
Replicating excel-sheet behaviour in console. A C++ course project
GuessColor
An HTML5 game I designed for an Economics Professor in Rutgers University
IntrusionDetect
To detect intrusion in networks using string matching algorithms
MiniJarvis
Live Annotations with Google Glass
MJFaceServer
A faster version of the earlier Mini Jarvis Face Server, in which detection and recognition is done using Eigenvector algorithm, JAI and JJIL libraries.
ScalaCoursera
Solutions coded for the Coursera course 'Functional Programming Principles in Scala
Seeker---A-Search-Engine
An implementation of search engine using Nutch and Hadoop
swagger-scala-module
Swagger support for scala