Efficient user profiling in twitter social network using traditional classifiers

MA Raghuram, K Akshay… - … Systems Technologies and …, 2016 - Springer
Any discussion in social media can be fruitful if the people involved in the discussion are
related to a field. In a similar way to advertise an event, it is useful to find users who are …

[PDF][PDF] Organization vs. Individual: Twitter User Classification.

KE Daouadi, RZ Rebaï, I Amous - LPKM, 2018 - academia.edu
This paper presents a novel technique for classifying user accounts on Twitter. The main
purpose of our classification is to distinguish the patterns of users from those of individuals …

An efficient framework for real-time tweet classification

I Khan, SK Naqvi, M Alam, SNA Rizvi - International Journal of Information …, 2017 - Springer
Increasing popularity of social networking sites like facebook, twitter, google+ etc. is
contributing in fast proliferation of big data. Amongst social Networking sites, twitter is one of …

Towards a Statistical Approach for User Classification in Twitter

KE Daouadi, R Zghal Rebaï, I Amous - Machine Learning for Networking …, 2019 - Springer
In this paper, we propose a novel technique for classifying user accounts on online social
networks. The main purpose of our classification is to distinguish the patterns of users from …

A framework for user characterization based on tweets using machine learning algorithms

K Zahra, F Azam, WH Butt, F Ilyas - Proceedings of the 2018 VII …, 2018 - dl.acm.org
Twitter having more than three billion users is one of the most commercial and popular
social networking sites. Twitter permits its users to post short messages and update their …

Understanding types of users on Twitter

MM Uddin, M Imran, H Sajjad - arXiv preprint arXiv:1406.1335, 2014 - arxiv.org
People use microblogging platforms like Twitter to involve with other users for a wide range
of interests and practices. Twitter profiles run by different types of users such as humans …

Religious politicians and creative photographers: Automatic user categorization in twitter

C Wagner, S Asur, J Hailpern - 2013 International Conference …, 2013 - ieeexplore.ieee.org
Finding the''right people''is a central aspect of social media systems. Twitter has millions of
users who have varied interests, professions and personalities. For those in fields such as …

Tweets classification and sentiment analysis for personalized tweets recommendation

AM Khattak, R Batool, FA Satti, J Hussain… - …, 2020 - Wiley Online Library
Mining social network data and developing user profile from unstructured and informal data
are a challenging task. The proposed research builds user profile using Twitter data which is …

A machine learning approach to twitter user classification

M Pennacchiotti, AM Popescu - … of the international AAAI conference on …, 2011 - ojs.aaai.org
This paper addresses the task of user classification in social media, with an application to
Twitter. We automatically infer the values of user attributes such as political orientation or …

Personality detection by analysis of twitter profiles

MS Raje, A Singh - Proceedings of the eighth international conference on …, 2018 - Springer
With the boom of social networks, the amount of personal information that is put online has
seen an exponential increase. Social media profiles can reveal important details about …