Do Media Data Help to Predict German Industrial Production
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Forecasting"
DOI: 10.1002/for.2449
Abstract: Expectations form the basis of economic decisions of market participants in an uncertain world. Sentiment indicators reflect those expectations and thus have a proven track record for predicting economic variables. However, respondents of surveys perceive… read more here.
Keywords: media data; industrial production; german industrial; data help ... See more keywords
A new cluster computing technique for social media data analysis
Sign Up to like & getrecommendations! Published in 2017 at "Cluster Computing"
DOI: 10.1007/s10586-017-1436-9
Abstract: Social media data analysis has emerged as an important part of the new generation of information technology. However, Social media data analysis is based on Data Mining. A new algorithm based on $$\hbox {M}^{\mathrm{x}}/\hbox {G}/1$$Mx/G/1… read more here.
Keywords: social media; data mining; data analysis; media stocks ... See more keywords
Feasibility of estimating travel demand using geolocations of social media data
Sign Up to like & getrecommendations! Published in 2021 at "Transportation"
DOI: 10.1007/s11116-021-10171-x
Abstract: Travel demand estimation, as represented by an origin–destination (OD) matrix, is essential for urban planning and management. Compared to data typically used in travel demand estimation, the key strengths of social media data are that… read more here.
Keywords: media data; travel demand; estimating travel; using geolocations ... See more keywords
Public Perspectives of Using Social Media Data to Improve Adverse Drug Reaction Reporting: A Mixed-Methods Study
Sign Up to like & getrecommendations! Published in 2021 at "Drug Safety"
DOI: 10.1007/s40264-021-01042-6
Abstract: Information on suspected adverse drug reactions (ADRs) voluntarily submitted by patients can be a valuable source of information for improving drug safety; however, public awareness of reporting mechanisms remains low. Whilst methods to automatically detect… read more here.
Keywords: social media; media data; drug; pharmacovigilance ... See more keywords
Using Social Media Data in Routine Pharmacovigilance: A Pilot Study to Identify Safety Signals and Patient Perspectives
Sign Up to like & getrecommendations! Published in 2017 at "Pharmaceutical Medicine"
DOI: 10.1007/s40290-017-0186-6
Abstract: IntroductionSocial media is recognized as a new source of patient perspectives and data on adverse events (AEs) in pharmacovigilance (PV). Questions remain about how social media data can supplement routine PV surveillance.ObjectivesThe objectives of this… read more here.
Keywords: social media; patient perspectives; analysis; media data ... See more keywords
Enriching social media data allows a more robust representation of cultural ecosystem services
Sign Up to like & getrecommendations! Published in 2021 at "Ecosystem Services"
DOI: 10.1016/j.ecoser.2021.101328
Abstract: Abstract Images and textual metadata from social media sites such as Flickr have been used to understand the drivers and distributions of cultural ecosystem services (CES). However, using all available data from social media sites… read more here.
Keywords: social media; media data; ecosystem services; cultural ecosystem ... See more keywords
Identifying urban spatial structure and urban vibrancy in highly dense cities using georeferenced social media data
Sign Up to like & getrecommendations! Published in 2019 at "Habitat International"
DOI: 10.1016/j.habitatint.2019.102005
Abstract: Abstract Tracking human activities with social media (online social networks) and point of interest data to understand human dynamic distribution, behavior, and high-density urban environments is gaining importance in the domain of urban studies. Recently,… read more here.
Keywords: spatial structure; social activities; social media; urban spatial ... See more keywords
Can social media data be used to evaluate the risk of human interactions during the COVID-19 pandemic?
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Disaster Risk Reduction"
DOI: 10.1016/j.ijdrr.2021.102142
Abstract: The United States has taken multiple measures to contain the spread of COVID-19, including the implementation of lockdown orders and social distancing practices. Evaluating social distancing is critical since it reflects the frequency of close… read more here.
Keywords: social media; risk; media data; social distancing ... See more keywords
Mining Social Media Data for Rapid Damage Assessment during Hurricane Matthew: Feasibility Study
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DOI: 10.1061/(asce)cp.1943-5487.0000877
Abstract: AbstractPrevious research has employed social media index such as disaster-related ratio (DIRR) or damage-related ratio (DARR) and sentiment to estimate the damages during disasters. These studies ... read more here.
Keywords: social media; rapid damage; mining social; data rapid ... See more keywords
Regional variation in discussion of opioids on social media
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Addictive Diseases"
DOI: 10.1080/10550887.2021.1874804
Abstract: Abstract Background New data sources and analysis methods are urgently needed to improve opioid surveillance and prevent potential overdose. Social media data is one potential data source that might be used and integrated to address… read more here.
Keywords: social media; opioid related; media data; regional variation ... See more keywords
STLP-GSM: a method to predict future locations of individuals based on geotagged social media data
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Geographical Information Science"
DOI: 10.1080/13658816.2019.1630630
Abstract: ABSTRACT An increasing number of social media users are becoming used to disseminate activities through geotagged posts. The massive available geotagged posts enable collections of users’ footprints over time and offer effective opportunities for mobility… read more here.
Keywords: social media; geotagged social; individuals based; media data ... See more keywords