'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators.
Naren RamakrishnanPatrick ButlerSathappan MuthiahNathan SelfRupinder Paul KhandpurParang SarafWei WangJose CadenaAnil VullikantiGizem KorkmazChris J. KuhlmanAchla MaratheLiang ZhaoTing HuaFeng ChenChang-Tien LuBert HuangAravind SrinivasanKhoa TrinhLise GetoorGraham KatzAndy DoyleChris AckermannIlya ZavorinJim FordKristen Maria SummersYoussef FayedJaime ArredondoDipak GuptaDavid MaresPublished in: CoRR (2014)
Keyphrases
- open source
- open source software
- source code
- short term
- news articles
- forecasting model
- open source projects
- case study
- prediction model
- exchange rate
- news stories
- online news
- forecast models
- news items
- financial news
- social media
- keywords
- medium term
- forecasting accuracy
- crude oil
- weather forecasting
- long term
- real world
- structural engineering
- elman neural network
- grey theory
- internet movie database
- rss feeds
- hot topics
- broadcast news
- financial time series
- user generated content
- support vector regression
- artificial intelligence