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An increasing number of people use wearables and other smart devices to quantify various health conditions, ranging from sleep patterns, to body weight, to heart rates. Of these Quantified Selfs many choose to openly share their data via…

社会与信息网络 · 计算机科学 2016-03-01 Yafei Wang , Ingmar Weber , Prasenjit Mitra

Nowadays social media is a huge platform of data. People usually share their interest, thoughts via discussions, tweets, status. It is not possible to go through all the data manually. We need to mine the data to explore hidden patterns or…

计算与语言 · 计算机科学 2020-12-21 Tunazzina Islam

To use social media for health-related analysis, one key step is the detection of health-related labels for users. But unlike transient conditions like flu, social media users are less vocal about chronic conditions such as obesity, as…

人机交互 · 计算机科学 2016-02-24 Ingmar Weber , Yelena Mejova

Food is an integral part of our lives, cultures, and well-being, and is of major interest to public health. The collection of daily nutritional data involves keeping detailed diaries or periodic surveys and is limited in scope and reach.…

计算机与社会 · 计算机科学 2015-01-27 Sofiane Abbar , Yelena Mejova , Ingmar Weber

Social networking sites such as Twitter and Facebook have been shown to function as effective social sensors that can "feel the pulse" of a community. The aim of the current study is to test the feasibility of designing, implementing and…

计算机与社会 · 计算机科学 2017-01-24 Oluwaseun Ajao , Anna Jurek , Aisling Gough , Ruth Hunter , Eimear Barrett , Gary McKeown , Jun Hong , Frank Kee

Measuring the impact and success of human performance is common in various disciplines, including art, science, and sports. Quantifying impact also plays a key role on social media, where impact is usually defined as the reach of a user's…

社会与信息网络 · 计算机科学 2019-04-09 Kiran Garimella , Robert West

This research aims to investigate the impact of users' privacy awareness on their self-disclosing behavior. Our primary research question is to investigate how young social media users feel about the benefits and risks of disclosing…

社会与信息网络 · 计算机科学 2023-03-15 Kijung Lee , Prudence Attablayo

Facebook, the most popular Online social network is a virtual environment where users share information and are in contact with friends. Apart from many useful aspects, there is a large amount of personal and sensitive information publicly…

社会与信息网络 · 计算机科学 2017-05-02 Reza Farahbakhsh , Xiao Han , Angel Cuevas , Noel Crespi

A main characteristic of social media is that its diverse content, copiously generated by both standard outlets and general users, constantly competes for the scarce attention of large audiences. Out of this flood of information some topics…

物理与社会 · 物理学 2011-12-21 Chunyan Wang , Bernardo A. Huberman

Social media data has been increasingly used to study biomedical and health-related phenomena. From cohort level discussions of a condition to planetary level analyses of sentiment, social media has provided scientists with unprecedented…

计算机与社会 · 计算机科学 2020-09-17 Rion Brattig Correia , Ian B. Wood , Johan Bollen , Luis M. Rocha

Social media analytics allows us to extract, analyze, and establish semantic from user-generated contents in social media platforms. This study utilized a mixed method including a three-step process of data collection, topic modeling, and…

应用统计 · 统计学 2018-12-11 George Shaw , Amir Karami

Social media presents an opportunity for people to share content that they find to be significant, funny, or notable. No single piece of content will appeal to all users, but are there systematic variations between users that can help us…

社会与信息网络 · 计算机科学 2016-09-02 Nathan O. Hodas , Ryan Butner , Court Corley

The increased popularity and ubiquitous availability of online social networks and globalised Internet access have affected the way in which people share content. The information that users willingly disclose on these platforms can be used…

社会与信息网络 · 计算机科学 2016-07-12 Maria Han Veiga , Carsten Eickhoff

For many, it can be intimidating or even impossible to seek professional medical help if they have symptoms of an illness. As such, some people approach platforms like Reddit or Quora for a community-based conversation in an attempt to…

人机交互 · 计算机科学 2024-12-17 Roopa Bhat , Lord Crawford , Nicole Hong

An increasing number of today's social interactions occurs using online social media as communication channels. Some online social networks have become extremely popular in the last decade. They differ among themselves in the character of…

物理与社会 · 物理学 2015-06-09 Przemyslaw A. Grabowicz , Jose J. Ramasco , Victor M. Eguiluz

With growing awareness of long-term health and wellness, everyday body management has become a widespread practice. Social media platforms and health-related applications offer abundant information for those pursuing healthier lifestyles…

人机交互 · 计算机科学 2025-12-01 Na Li , Chuhao Wu , Hongyang Zhou , Huiran Yi , Xuefei Wang , Jie Cai , Xinyi Fu , John Carroll

Social media's unfettered access has made it an important venue for health discussion and a resource for patients and their loved ones. However, the quality of the information available, as well as the motivations of its posters, has been…

计算机与社会 · 计算机科学 2018-09-10 Amira Ghenai , Yelena Mejova

Wearable devices with a wide range of sensors have contributed to the rise of the Quantified Self movement, where individuals log everything ranging from the number of steps they have taken, to their heart rate, to their sleeping patterns.…

人机交互 · 计算机科学 2015-08-11 Hamed Haddadi , Ferda Ofli , Yelena Mejova , Ingmar Weber , Jaideep Srivastava

The rapid advances in fitness wearable devices are redefining privacy around interactions. Fitness wearables devices record a considerable amount of sensitive and private details about exercise, blood oxygen level, and heart rate. Privacy…

密码学与安全 · 计算机科学 2022-03-03 May Alhajri , Ahmad Salehi Shahraki , Carsten Rudolph

Although there are millions of transgender people in the world, a lack of information exists about their health issues. This issue has consequences for the medical field, which only has a nascent understanding of how to identify and meet…

计算机与社会 · 计算机科学 2018-10-01 Amir Karami , Frank Webb , Vanessa L. Kitzie
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