Abstract
Surveys show that around 70% of US Internet users consult the Internet when they require medical information. People seek this information using both traditional search engines and via social media. The information created using the search process offers an unprecedented opportunity for applications to monitor and improve the quality of life of people with a variety of medical conditions. In recent years, research in this area has addressed public-health questions such as the effect of media on development of anorexia, developed tools for measuring influenza rates and assessing drug safety, and examined the effects of health information on individual wellbeing. This tutorial will show how Internet data can facilitate medical research, providing an overview of the state-of-the-art in this area. During the tutorial we will discuss the information which can be gleaned from a variety of Internet data sources, including social media, search engines, and specialized medical websites. We will provide an overview of analysis methods used in recent literature, and show how results can be evaluated using publicly available health information and online experimentation. Finally, we will discuss ethical and privacy issues and possible technological solutions. This tutorial is intended for researchers of user generated content who are interested in applying their knowledge to improve health and medicine.
Original language | English |
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Title of host publication | WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining |
Publisher | Association for Computing Machinery |
Pages | 417-418 |
Number of pages | 2 |
ISBN (Electronic) | 9781450333177 |
DOIs | |
State | Published - 2 Feb 2015 |
Externally published | Yes |
Event | 8th ACM International Conference on Web Search and Data Mining, WSDM 2015 - Shanghai, China Duration: 31 Jan 2015 → 6 Feb 2015 |
Publication series
Name | WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining |
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Conference
Conference | 8th ACM International Conference on Web Search and Data Mining, WSDM 2015 |
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Country/Territory | China |
City | Shanghai |
Period | 31/01/15 → 6/02/15 |
Bibliographical note
Publisher Copyright:Copyright © 2015 ACM.
Keywords
- Information retrieval
- Machine learning
- Medicine
- User generated data