AIMC Topic: Social Networking

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Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surveillance Study.

Journal of medical Internet research Nov 4, 2019
BACKGROUND: Tools used to appraise the credibility of health information are time-consuming to apply and require context-specific expertise, limiting their use for quickly identifying and mitigating the spread of misinformation as it emerges.
Humans Machine Learning Vaccines Epidemiological Monitoring Social Networking Retrospective Studies Social Media
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Flexible model of network embedding.

Scientific reports Aug 12, 2019
There has lately been increased interest in describing complex systems not merely as single networks but rather as collections of networks that are coupled to one another. We introduce an analytically tractable model that enables one to connect two l...
Information Services Support Vector Machine Social Networking Neural Networks, Computer Humans Computer Simulation
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Early Detection of Depression: Social Network Analysis and Random Forest Techniques.

Journal of medical Internet research Jun 10, 2019
BACKGROUND: Major depressive disorder (MDD) or depression is among the most prevalent psychiatric disorders, affecting more than 300 million people globally. Early detection is critical for rapid intervention, which can potentially reduce the escalat...
Humans Remote Sensing Technology Social Networking Female Male Depression Artificial Intelligence Machine Learning
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Modulation Classification of Underwater Communication with Deep Learning Network.

Computational intelligence and neuroscience Apr 1, 2019
Automatic modulation recognition has successfully used various machine learning methods and achieved certain results. As a subarea of machine learning, deep learning has made great progress in recent years and has made remarkable progress in the fiel...
Neural Networks, Computer Machine Learning Communication Humans Acoustics Social Networking Deep Learning Image Processing, Computer-Assisted
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Medical concept normalization in social media posts with recurrent neural networks.

Journal of biomedical informatics Jun 12, 2018
Text mining of scientific libraries and social media has already proven itself as a reliable tool for drug repurposing and hypothesis generation. The task of mapping a disease mention to a concept in a controlled vocabulary, typically to the standard...
Medical Informatics Neural Networks, Computer Pharmaceutical Preparations Linguistics Semantics Unified Medical Language System Social Media Data Mining Social Networking Natural Language Processing Probability
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Evidence of Rentian Scaling of Functional Modules in Diverse Biological Networks.

Neural computation Jun 12, 2018
Biological networks have long been known to be modular, containing sets of nodes that are highly connected internally. Less emphasis, however, has been placed on understanding how intermodule connections are distributed within a network. Here, we bor...
Information Services Gene Regulatory Networks Models, Biological Biological Evolution Social Networking Nerve Net Algorithms Animals Protein Interaction Maps Humans Neural Networks, Computer
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A review of influenza detection and prediction through social networking sites.

Theoretical biology & medical modelling Feb 1, 2018
Early prediction of seasonal epidemics such as influenza may reduce their impact in daily lives. Nowadays, the web can be used for surveillance of diseases. Search engines and social networking sites can be used to track trends of different diseases ...
Internet Influenza, Human Machine Learning Social Networking Search Engine Disease Outbreaks Humans Predictive Value of Tests Neural Networks, Computer
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Box Office Forecasting considering Competitive Environment and Word-of-Mouth in Social Networks: A Case Study of Korean Film Market.

Computational intelligence and neuroscience Jul 27, 2017
Accurate box office forecasting models are developed by considering competition and word-of-mouth (WOM) effects in addition to screening-related information. Nationality, genre, ratings, and distributors of motion pictures running concurrently with t...
Motion Pictures Forecasting Korea Humans Social Networking Machine Learning
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Ontology-Based Approach to Social Data Sentiment Analysis: Detection of Adolescent Depression Signals.

Journal of medical Internet research Jul 24, 2017
BACKGROUND: Social networking services (SNSs) contain abundant information about the feelings, thoughts, interests, and patterns of behavior of adolescents that can be obtained by analyzing SNS postings. An ontology that expresses the shared concepts...
Young Adult Data Mining Adult Biological Ontologies Depression Adolescent Social Networking Humans Social Media
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Dynamic response and transfer function of social systems: A neuro-inspired model of collective human activity patterns.

Neural networks : the official journal of the International Neural Network Society Jul 14, 2017
The interaction of social networks with the external environment gives rise to non-stationary activity patterns reflecting the temporal structure and strength of exogenous influences that drive social dynamical processes far from an equilibrium state...
Community Networks Humans Models, Theoretical Social Networking Neural Networks, Computer
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