AIMC Topic: Social Media

Clear Filters Showing 371 to 380 of 496 articles

Assessing Suicide Risk and Emotional Distress in Chinese Social Media: A Text Mining and Machine Learning Study.

Journal of medical Internet research Jul 10, 2017
BACKGROUND: Early identification and intervention are imperative for suicide prevention. However, at-risk people often neither seek help nor take professional assessment. A tool to automatically assess their risk levels in natural settings can increa...
Young Adult Adult Male Humans Machine Learning Female Social Media Asian People Data Mining Linguistics Adolescent Stress, Psychological Suicide
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Leveraging machine learning-based approaches to assess human papillomavirus vaccination sentiment trends with Twitter data.

BMC medical informatics and decision making Jul 5, 2017
BACKGROUND: As one of the serious public health issues, vaccination refusal has been attracting more and more attention, especially for newly approved human papillomavirus (HPV) vaccines. Understanding public opinion towards HPV vaccines, especially ...
Papillomavirus Vaccines Papillomavirus Infections Vaccination Humans Machine Learning Health Knowledge, Attitudes, Practice Social Media Public Opinion
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User recommendation in healthcare social media by assessing user similarity in heterogeneous network.

Artificial intelligence in medicine Mar 18, 2017
OBJECTIVE: The rapid growth of online health social websites has captured a vast amount of healthcare information and made the information easy to access for health consumers. E-patients often use these social websites for informational and emotional...
Social Support Emotions Social Media Humans Artificial Intelligence Databases, Factual Consumer Health Informatics Data Mining Medical Informatics Health Information Systems
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Optimization on machine learning based approaches for sentiment analysis on HPV vaccines related tweets.

Journal of biomedical semantics Mar 3, 2017
BACKGROUND: Analysing public opinions on HPV vaccines on social media using machine learning based approaches will help us understand the reasons behind the low vaccine coverage and come up with corresponding strategies to improve vaccine uptake.
Humans Machine Learning Papillomavirus Vaccines Attitude to Health Emotions Social Media Data Mining
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Even good bots fight: The case of Wikipedia.

PloS one Feb 23, 2017
In recent years, there has been a huge increase in the number of bots online, varying from Web crawlers for search engines, to chatbots for online customer service, spambots on social media, and content-editing bots in online collaboration communitie...
Competitive Behavior Cooperative Behavior Aggression Humans Internet Editorial Policies Artificial Intelligence Knowledge Social Media Software
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Ontology-based automatic identification of public health-related Turkish tweets.

Computers in biology and medicine Feb 4, 2017
Social media analysis, such as the analysis of tweets, is a promising research topic for tracking public health concerns including epidemics. In this paper, we present an ontology-based approach to automatically identify public health-related Turkish...
Natural Language Processing Turkey Information Dissemination Biological Ontologies Information Seeking Behavior Consumer Health Information Machine Learning Public Health Social Media
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An unsupervised machine learning model for discovering latent infectious diseases using social media data.

Journal of biomedical informatics Dec 26, 2016
INTRODUCTION: The authors of this work propose an unsupervised machine learning model that has the ability to identify real-world latent infectious diseases by mining social media data. In this study, a latent infectious disease is defined as a commu...
Humans Unsupervised Machine Learning Data Mining Social Networking Communicable Diseases Public Health Social Media
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The digital generation and nursing robotics: A netnographic study about nursing care robots posted on social media.

Nursing inquiry Oct 11, 2016
The aim of this study was to present the functionality and design of nursing care robots as depicted in pictures posted on social media. A netnographic study was conducted using social media postings over a period of 3 years. One hundred and Seventy-...
Mass Media Nursing Care Internet Inventions Nursing Research Nurses Social Media Robotics Humans Qualitative Research
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The early bird catches the term: combining twitter and news data for event detection and situational awareness.

Journal of biomedical semantics Oct 7, 2016
BACKGROUND: Twitter updates now represent an enormous stream of information originating from a wide variety of formal and informal sources, much of which is relevant to real-world events. They can therefore be highly useful for event detection and si...
Algorithms Social Media Natural Language Processing Information Dissemination Epidemiological Monitoring Humans
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Improving Feature Representation Based on a Neural Network for Author Profiling in Social Media Texts.

Computational intelligence and neuroscience Oct 3, 2016
We introduce a lexical resource for preprocessing social media data. We show that a neural network-based feature representation is enhanced by using this resource. We conducted experiments on the PAN 2015 and PAN 2016 author profiling corpora and obt...
Semantics Adult Language Terminology as Topic Male Humans Female Adolescent Middle Aged Concept Formation Vocabulary Neural Networks, Computer Young Adult Time Factors Social Media Authorship Age Factors Data Mining Sex Factors
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