Research
Conference Rating
ConfRate is a website designed to gather tweets regarding various conferences occurring around the corners of world and applying an algorithm to rate them on the sentimental analysis of tweets. When we talk of technolog stack implementation, ConfRate uses Twython; a python based twitter API which connects to twitter on oauth (open authentication) and offers functionality like twitter search.The technique is to use the real time data from the twitter; commonly known as “tweetsâ€. This information is categorized into positive or negative on the basis of the “tweet sentimentsâ€. The Natural Language Toolkit (NLTK) is a powerful tool in Python which identifies tweet sentiments using Bayes classifier. The use of Django 1.3.1 web framework (a python framework) provides a lightweight web server with MVC framework which easily integrates with our python scripts. For designing user interface, html5 using jquery has been used. Finally, the application is deployed on the cloud using AWS (Amazon web services) Elastic Cloud Computer or commonly known as EC2, providing more profitability and reliable browsing and dependability from market perspective.
Virtual Construction Simulator
In the construction sector, computer simulation has been extensively incorporated to support complex decisions including automation of several different processes and also to design the novel machines or buildings. The changes inhabited in the work zone configurations are reflected in the animations as the work progresses. This also provides an opportunity to the construction workers, as well as agency personnel and general public to visually present the complicated information. This projected work presents an overview of how simulation modeling can help in learning effective decision making while performing construction activities. The Virtual Construction Simulator provides a user interaction gadget through which user can feed in the inputs that addresses the system to implement those sequences of tasks. The tasks that do not violate certain specified constraints operate concurrently and the operation of these tasks can be viewed on the virtual construction environment as well as the intermediate status of all the elements is updated at the backend. A comparative analysis of various available alternatives can be done, so as to determine the most optimal and most efficient sequence of operations that can be implemented. Here in the cost of translocation of the various vehicles is taken into consideration for efficiency deterministic. Some predefined constraints are accustomed to the system like the limit on the number of vehicles that can be used, also the parameters involved in evaluation of the efficiency of a plan is subject to some assumptions, they are an approximate to the real world attributes but they are subject to change and can be updated on demand as per the requirements of the system.
