Analysis of Titles from the Questions of the Stack OverflowCommunity Using Natural Language Processing (NLP)Techniques
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2015, Vol 17, Issue 4
Abstract
Abstract: Major online “Question and Answer” forums have proven to be of enormous help to programmersand developers from all parts of the world. One such important forum is the Stack Overflow community. In thispaper, we explore and analyze the title of a question posted on the Stack Overflow community and checkwhether the title abides by the set of rules and guidelines defined by the Stack Overflow community [1] and[3]. We also carry out sentiment analysis on the title to judge the virality [2] quotient of the question. Wepresent an application (or tool) developed using the Natural Language Toolkit (NLTK) and Py-stackexchangeAPI (Application Programming Interface) of Stack Overflow in Python. Using this application, we determinethe sentiment of a given title and also judge whether the title is properly formatted or not. These findings aretaken into account to check whether the popularity of the question is affected by the format and sentiment ofthe title.
Authors and Affiliations
Tapan Kumar Hazra, Aryak Sengupta and Anirban Ghosh
Keywords
Related Articles
- EP ID EP100646
- DOI -
- Views 109
- Downloads 0
Feature Based Semantic Polarity Analysis Through Ontology
Abstract: Opinion mining, a trending research area where customers feels that opinions of others are alwaysimportant for making decisions while purchasing the products. Here the problem is to collect those opinions...
Analysis of C4.5 and K-Nearest Neighbor (KNN) Method on Algorithm of Clustering For Deciding Mainstay Area
Development as a sustainable activity needs a good plan, so the programs can be effective and have a clear objective. Therefore, a model to help the analysis is significantly needed in determining the priority area...
A Hybrid Approach for Content Based Image Retrieval System
: Processing of a two-dimensional picture are generally refers to term digital image processing through a digital computer .Also say it implies digital processing of some two-dimensional data . Include meth...
Enabling Lazy Learning for Uncertain Data Streams
Abstract: Lazy learning concept is performing the k-nearest neighbor algorithm, Is used to classification andsimilarly to clustering of k-nearest neighbor algorithm both are based on Euclidean distance based algori...
Socio Media Connect: A Social Profile based P2P Network
Abstract: It is observed that users tend to like and follow a particular type music/movies based on their socialinterests. Users like music of particular artists, album; movies/TV shows of a particular actor, direc...