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[PDF][PDF] Detection of user demographics on social media: A review of methods and recommendations for best practices
N Cesare, C Grant, EO Nsoesie - arxiv preprint arxiv:1702.01807, 2017 - oudatalab.com
Researchers in fields such as sociology, demography and public health, have used data
from social media to explore a diversity of questions. In public health, researchers use data …
from social media to explore a diversity of questions. In public health, researchers use data …
Cluster analysis of twitter data: A review of algorithms
Twitter, a microblogging online social network (OSN), has quickly gained prominence as it
provides people with the opportunity to communicate and share posts and topics …
provides people with the opportunity to communicate and share posts and topics …
[HTML][HTML] Gender prediction with descriptive textual data using a Machine Learning approach
Social media are well-established means of online communication, generating vast amounts
of data. In this paper, we focus on Twitter and investigate behavioural differences between …
of data. In this paper, we focus on Twitter and investigate behavioural differences between …
A fuzzy approach to text classification with two-stage training for ambiguous instances
Sentiment analysis is a very popular application area of text mining and machine learning.
The popular methods include support vector machine, naive bayes, decision trees, and …
The popular methods include support vector machine, naive bayes, decision trees, and …
Fuzzy approach for sentiment analysis
Sentiment analysis aims to identify the polarity of a document through natural language
processing, text analysis and computational linguistics. Over the last decade, there has been …
processing, text analysis and computational linguistics. Over the last decade, there has been …
Gender classification using twitter text data
P Vashisth, K Meehan - 2020 31st Irish signals and systems …, 2020 - ieeexplore.ieee.org
Increasingly content sharing websites such as social media have become very popular in
many countries across the world. Classifying the gender of a person based on these short …
many countries across the world. Classifying the gender of a person based on these short …
Review of survey research in fuzzy approach for text mining
YW Lai, MY Chen - IEEE Access, 2023 - ieeexplore.ieee.org
Text mining has been a popular research topic in the field of natural language processing.
With the emergence of Web 2.0 and the development of social software, the amount of text …
With the emergence of Web 2.0 and the development of social software, the amount of text …
Gender detection of Twitter users based on multiple information sources
Twitter provides a simple way for users to express feelings, ideas and opinions, makes the
user generated content and associated metadata, available to the community, and provides …
user generated content and associated metadata, available to the community, and provides …
Male or female: What traits characterize questions prompted by each gender in community question answering?
A Figueroa - Expert Systems with Applications, 2017 - Elsevier
In order to keep their vibrancy, community question-answering platforms need to link,
especially open, questions with members, who might be interested in answering or in …
especially open, questions with members, who might be interested in answering or in …
How well can machine learning predict demographics of social media users?
The wide use of social media sites and other digital technologies have resulted in an
unprecedented availability of digital data that are being used to study human behavior …
unprecedented availability of digital data that are being used to study human behavior …