Analyzing User Activities Using Vector Space Model in Online Social Networks

by   Dhrubasish Sarkar, et al.

The increasing popularity of internet, wireless technologies and mobile devices has led to the birth of mass connectivity and online interaction through Online Social Networks (OSNs) and similar environments. OSN reflects a social structure consist of a set of individuals and different types of ties like connections, relationships, interactions etc among them and helps its users to connect with their friends and common interest groups, share views and to pass information. Now days the users choose OSN sites as a most preferred place for sharing their updates, different views, posting photographs and would like to make it available for others for viewing, rating and making comments. The current paper aims to explore and analyze the association between the objects (like photographs, posts etc) and its viewers (friends, acquaintances etc) for a given user and to find activity relationship among them by using the TF-IDF scheme of Vector Space Model. After vectorization the vector data has been presented through a weighted graph with various properties.



page 1

page 2

page 3

page 4


Debate on Online Social Networks at the Time of COVID-19: An Italian Case Study

The COVID-19 pandemic is not only having a heavy impact on healthcare bu...

Designing and Connectivity Checking of Implicit Social Networks from the User-Item Rating Data

Implicit Social Network is a connected social structure among a group of...

Distributed consent and its impact on privacy and observability in social networks

Personal data is not discrete in socially-networked digital environments...

Social Networks Analysis to Retrieve Critical Comments on Online Platforms

Social networks are rich source of data to analyze user habits in all as...

Social Groups Based Content Caching in Wireless Networks

The unprecedented growth of wireless mobile traffic, mainly due to multi...

Do You Like What I Like? Similarity Estimation in Proximity-based Mobile Social Networks

While existing social networking services tend to connect people who kno...

A Machine Learning Approach to Comment Toxicity Classification

Now-a-days, derogatory comments are often made by one another, not only ...
This week in AI

Get the week's most popular data science and artificial intelligence research sent straight to your inbox every Saturday.