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Health Monitoring on Social Media over Time

Sumit Sidana, Shashwat Mishra, Sihem Amer-Yahia, Marianne Clausel, Massih-Reza Amini
2016 Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval - SIGIR '16  
In this work, we are interested in monitoring people's health over time. Recently, Temporal-LDA (TM-LDA) was proposed for efficiently modeling general-purpose topic transitions over time.  ...  Social media has become a major source for analyzing all aspects of daily life.  ...  As an example, one-way-transitions of California are summarized in Table 3 . CONCLUSION We studied how to uncover ailment distributions over time in social media.  ... 
doi:10.1145/2911451.2914697 dblp:conf/sigir/SidanaMACA16 fatcat:gg7ujk22xbddtb5xmsewtafbhu

Health Monitoring on Social Media over Time

Sumit Sidana, Sihem Amer-Yahia, Marianne Clausel, Majdeddine Rebai, Son T. Mai, Massih-Reza Amini
2018 IEEE Transactions on Knowledge and Data Engineering  
In this work, we are interested in monitoring people's health over time. Recently, Temporal-LDA (TM-LDA) was proposed for efficiently modeling general-purpose topic transitions over time.  ...  Social media has become a major source for analyzing all aspects of daily life.  ...  As an example, one-way-transitions of California are summarized in Table 3 . CONCLUSION We studied how to uncover ailment distributions over time in social media.  ... 
doi:10.1109/tkde.2018.2795606 fatcat:cln6poq7y5hdfgrj7qttlpjwdq

Social Media and Sexual Behavior Among Adolescents: Is there a link?

Megan Landry, Monique Turner, Amita Vyas, Susan Wood
2017 JMIR Public Health and Surveillance  
Adolescent sexual risk taking and its consequences remain a global public health concern. Empirical evidence on the impact that social media has on sexual health behaviors among youth is sparse.  ...  Objective: The study aimed to examine the relationship between social media and the change in sexual risk over time and whether parental monitoring moderates this relationship.  ...  Acknowledgments This publication was made possible by Grant Number TP2AH000015 from the US Department of Health and Human Services, Office of Adolescent Health.  ... 
doi:10.2196/publichealth.7149 pmid:28526670 pmcid:PMC5457530 fatcat:olqzbzdevvgqzlbqgjqdh7jaoy

It's the Content That Counts: Longitudinal Associations between Social Media Use, Parental Monitoring and Alcohol Use in an Australian Sample of Adolescents Aged 13 to 16 Years

Anna Smout, Cath Chapman, Marius Mather, Tim Slade, Maree Teesson, Nicola Newton
2021 International Journal of Environmental Research and Public Health  
on alcohol use in adolescence may be more important than the time spent on social media, and any protective effect of parental monitoring on content exposure may be limited to the time it is being concurrently  ...  (1) Background: More time spent on social media has been linked to increased alcohol use, with exposure to peer alcohol-related content on social media (content exposure) named as a critical factor in  ...  Acknowledgments: The CAP study was funded by a National Health and Medical Research Council (NHMRC) project grant (APP1004744).  ... 
doi:10.3390/ijerph18147599 fatcat:xex4fur2fndgpb43jb65ntgnfy

The use of social media in public health surveillance

Isaac Chin-Hai Fung, Zion Tsz Ho Tse, King-Wa Fu
2015 Western Pacific Surveillance and Response  
Acknowledgement We thank Dr Scott Santibañez for his comments on the early versions of this manuscript.  ...  They have become a global phenomenon with over two thirds of worldwide adult Internet users being active on social networking sites in 2014. 1 Social media are increasingly harnessed for public health  ...  health officials use social media to monitor official information released by foreign authorities and to monitor domestic official accounts as these can be more timely, which is important in emergency  ... 
doi:10.5365/wpsar.2015.6.1.019 pmid:26306208 pmcid:PMC4542478 fatcat:wbpdjs3rzzhilinq737juhca3q

Infodemia and COVID-19: a text mining analysis

W De Caro
2020 European Journal of Public Health  
This analysis, particularly during the lockdown, clearly shows that participation on social media can potentially have an effect on building social capital and social support.  ...  Key messages Social media is crucial for health information. Infodemia as new way for study health.  ...  The importance of Social Media during a Health Crisis.  ... 
doi:10.1093/eurpub/ckaa165.065 fatcat:ponkv5573rdedmsinytkzwwsg4

Social (media) jet lag

Elizabeth L. Murnane, Saeed Abdullah, Mark Matthews, Tanzeem Choudhury, Geri Gay
2015 Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing - UbiComp '15  
(MCTQ) • Corrected mid-sleep on free days (MSF sc ) • Sleep diaries • Interviews Motivation Method Findings Data • Social-sensor data • Phone probes (call, SMS, social media app use)  ...  (MCTQ) • Corrected mid-sleep on free days (MSF sc ) • Sleep diaries • Interviews Motivation Method Findings Data • Social-sensor data • Phone probes (call, SMS, social media app use)  ... 
doi:10.1145/2750858.2807522 dblp:conf/huc/MurnaneAMCG15 fatcat:dbaqep5r5vho7bywipdomwvzme

Problematic Social Media Use and Health among Adolescents

Leena Paakkari, Jorma Tynjälä, Henri Lahti, Kristiina Ojala, Nelli Lyyra
2021 International Journal of Environmental Research and Public Health  
However, the intensive use of social media can develop into a health-threatening addiction, but unfavourable health consequences can occur even with less use.  ...  social media use and negative health outcomes and highlighted the need to pay close attention to adolescents at moderate risk who exhibited negative health outcomes.  ...  In a positive sense, one could say that at this stage adolescents still have control over their social media use.  ... 
doi:10.3390/ijerph18041885 pmid:33672074 fatcat:mvjdehqvovemvgjl6gu3tft4ie

Social Media and Health Crisis Communication During Epidemics [chapter]

K. Denecke, S. Atique
2016 Participatory Health Through Social Media  
By 2020, there will be 6.1 billion smartphone users, so it is time to get serious about digital epidemiology.  ...  Researchers have already started to develop methods and strategies for using digital epidemiology to support infectious disease monitoring and surveillance or understand attitudes and concerns about infectious  ...  Automatically generated time series supported the monitoring of disease activity over a longer time period.  ... 
doi:10.1016/b978-0-12-809269-9.00004-9 fatcat:zc2vqbtbufdwzjxkds6rhjkaja

SOCIAL MEDIA MINING FOR PUBLIC HEALTH MONITORING AND SURVEILLANCE

MICHAEL J. PAUL, ABEED SARKER, JOHN S. BROWNSTEIN, AZADEH NIKFARJAM, MATTHEW SCOTCH, KAREN L. SMITH, GRACIELA GONZALEZ
2015 Biocomputing 2016  
This paper describes topics pertaining to the session, "Social Media Mining for Public Health Monitoring and Surveillance," at the Pacific Symposium on Biocomputing (PSB) 2016.  ...  In addition to summarizing the content of the session, this paper also surveys recent research on using social media data to study public health.  ...  Given the ever-increasing amount of social media data around the world, interest in such systems will only increase over time. Pacific Symposium on Biocomputing 2016  ... 
doi:10.1142/9789814749411_0043 fatcat:lffqucqpn5e55fqqrnk5vbwfz4

Social Media in the Times of COVID-19

Ashish Goel, Latika Gupta
2020 Journal of clinical rheumatology  
Over the last decade, health care monitoring and delivery have become increasingly distant, often the provider and the recipient have been separated not only in space but also in time.  ...  of the most damaging ones. 43, 44 MEDICAL JOURNALS AND SOCIAL MEDIA Medical journals have evolved rapidly over the last few decades and have transformed into gatekeepers and possibly trendsetters  ... 
doi:10.1097/rhu.0000000000001508 pmid:32852927 pmcid:PMC7437428 fatcat:ijnvlzekkbh4znbgwoofd4gyli

Investigate the impact of online patient engagement & involvement in integrated care

Talac Mahmud
2014 International Journal of Integrated Care  
Users aged over 65 are the highest area of growth in adopting social media, with over 100% growth in 2010. 83% of internet users search for health information.  ...  Patients spend more time on social networks than any other category of site on computers, tablets and mobile phones.  ... 
doi:10.5334/ijic.1682 fatcat:llazj4yfhva4xj6bbsesnqyhyi

Personal Health and Consumer Informatics

M. C. Gibbons
2013 IMIA Yearbook of Medical Informatics  
The goal of this research was to review the randomized controlled trial (RCT) evidence of the impact of health oriented Social Media informatics tools on health outcomes.  ...  Methods: Evaluations of Social Media consumer health tools were systematically reviewed.  ...  health and Social Media [9] .  ... 
doi:10.1055/s-0038-1638848 fatcat:lodrm5r2krfltduhof4bpr4oqq

Engagement Analysis of Canadian Public Health and News Media Facebook Posts and Sentiment Analysis of Corresponding Comments during COVID-19

Melissa MacKay, Taylor Colangeli, Sydney Gosselin, Sophie Neumann, Andrew Papadopoulos
2022 Psych  
During the COVID-19 pandemic, key stakeholders have used social media to rapidly disseminate essential information to the public to help them make informed health-related decisions.  ...  Key stakeholders should monitor the public's response to their social media posts and adapt their messages to increase the effectiveness of their crisis communication efforts to encourage the adoption  ...  There is no one way to monitor and analyze data for public health social media monitoring.  ... 
doi:10.3390/psych4010005 fatcat:dsnwtbm5rraptod5qjxleabsfy

Proper Use of Social Networks to benefit Patient Care

Papadakos Peter J.
2015 Translational Perioperative and Pain Medicine  
There is a large literature in both the lay media and professional literature on how practitioners may be distracted from patient care by surfing social media during clinical duties.  ...  a number of revisions of the meeting notes over a prolonged period of time until the information is shared.  ...  a number of revisions of the meeting notes over a prolonged period of time until the information is shared.  ... 
doi:10.31480/2330-4871/016 fatcat:qlvrjwxp4bhmfemcp66sdbay6y
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