Submit Search
Upload
Baptist Center Gives Aid
•
0 likes
•
49 views
J
Jim Arndt
Follow
Report
Share
Report
Share
1 of 1
Download now
Download to read offline
Recommended
Abstract: We describe the design, implementation, and evaluation of EMBERS, an automated, 24x7 continuous system for forecasting civil unrest across 10 countries of Latin America using open source indicators such as tweets, news sources, blogs, economic indicators, and other data sources. Unlike retrospective studies, EMBERS has been making forecasts into the future since Nov 2012 which have been (and continue to be) evaluated by an independent T&E team (MITRE). Of note, EMBERS has successfully forecast the June 2013 protests in Brazil and Feb 2014 violent protests in Venezuela. We outline the system architecture of EMBERS, individual models that leverage specific data sources, and a fusion and suppression engine that supports trading off specific evaluation criteria. EMBERS also provides an audit trail interface that enables the investigation of why specific predictions were made along with the data utilized for forecasting. Through numerous evaluations, we demonstrate the superiority of EMBERS over baserate methods and its capability to forecast significant societal happenings. For more information, please visit: http://people.cs.vt.edu/parang/ or contact parang at firstname at cs vt edu
‘Beating the News’ with EMBERS: Forecasting Civil Unrest using Open Source In...
‘Beating the News’ with EMBERS: Forecasting Civil Unrest using Open Source In...
Parang Saraf
Actividad realizada para la clase TICS.
Vikingos serie. TICS actividad 9
Vikingos serie. TICS actividad 9
Paula Gómez
trabajo de word
Señales preventivas
Señales preventivas
daniel mateo mejia perez
En Findasense hemos comenzado a implementar Holacracia. Holacracia es una nueva cosmovisión en el mundo del trabajo donde pasamos de la jerarquía de las personas a la jerarquía del trabajo.
¿Qué es Holacracia? - Findasense
¿Qué es Holacracia? - Findasense
Findasense
s
AMBIENTE DE POWER POINT
AMBIENTE DE POWER POINT
fernandaescalante03
показатели в здравоохранении
показатели в здравоохранении
показатели в здравоохранении
Ольга Золотова
this is for my A level media.
The Mekong river with sue perkins
The Mekong river with sue perkins
flowerdaynina
Projeto Dengue
DENGUE
DENGUE
Gustavo Claudia
Recommended
Abstract: We describe the design, implementation, and evaluation of EMBERS, an automated, 24x7 continuous system for forecasting civil unrest across 10 countries of Latin America using open source indicators such as tweets, news sources, blogs, economic indicators, and other data sources. Unlike retrospective studies, EMBERS has been making forecasts into the future since Nov 2012 which have been (and continue to be) evaluated by an independent T&E team (MITRE). Of note, EMBERS has successfully forecast the June 2013 protests in Brazil and Feb 2014 violent protests in Venezuela. We outline the system architecture of EMBERS, individual models that leverage specific data sources, and a fusion and suppression engine that supports trading off specific evaluation criteria. EMBERS also provides an audit trail interface that enables the investigation of why specific predictions were made along with the data utilized for forecasting. Through numerous evaluations, we demonstrate the superiority of EMBERS over baserate methods and its capability to forecast significant societal happenings. For more information, please visit: http://people.cs.vt.edu/parang/ or contact parang at firstname at cs vt edu
‘Beating the News’ with EMBERS: Forecasting Civil Unrest using Open Source In...
‘Beating the News’ with EMBERS: Forecasting Civil Unrest using Open Source In...
Parang Saraf
Actividad realizada para la clase TICS.
Vikingos serie. TICS actividad 9
Vikingos serie. TICS actividad 9
Paula Gómez
trabajo de word
Señales preventivas
Señales preventivas
daniel mateo mejia perez
En Findasense hemos comenzado a implementar Holacracia. Holacracia es una nueva cosmovisión en el mundo del trabajo donde pasamos de la jerarquía de las personas a la jerarquía del trabajo.
¿Qué es Holacracia? - Findasense
¿Qué es Holacracia? - Findasense
Findasense
s
AMBIENTE DE POWER POINT
AMBIENTE DE POWER POINT
fernandaescalante03
показатели в здравоохранении
показатели в здравоохранении
показатели в здравоохранении
Ольга Золотова
this is for my A level media.
The Mekong river with sue perkins
The Mekong river with sue perkins
flowerdaynina
Projeto Dengue
DENGUE
DENGUE
Gustavo Claudia
Maxine Jones Book Sample
The ultimate brainwash sample
The ultimate brainwash sample
Maxine Jones
Maxine Jones Book Sample
Launch your inner radar sample
Launch your inner radar sample
Maxine Jones
agenda for projektvæktøjsdagen
Agenda rum 204 2014
Agenda rum 204 2014
Mediehuset Ingeniøren Live
Filo porifera
Filo porifera
BriefCase
Maxine Jones Book Sample
Desperately seeking purpose sample
Desperately seeking purpose sample
Maxine Jones
revue de presse Les Quatre Jumelles
Les_Quatre_Jumelles_Elle
Les_Quatre_Jumelles_Elle
La Compagnie Rabeux
Resum de la Comissió Consultiva de Cultura, Coneixement, Creativitat i Innovació del Districte de Sarrià-Sant Gervasi del novembre de 2014
SSTG Comissió Consultiva Cultura, Coneixement, Creativitat i Innovació Novemb...
SSTG Comissió Consultiva Cultura, Coneixement, Creativitat i Innovació Novemb...
Ajuntament de Barcelona
Σαριβουγιούκας
5.sarivougioukas
5.sarivougioukas
Starttech Ventures
Esponjas
Esponjas
BriefCase
Fisiologia humana
Fisiologia humana
BriefCase
V tiger 6.0.0 语言包安装方法
V tiger 6.0.0 语言包安装方法
YUCHENG HU
Maxine Jones Book Sample
Meet your soul sample
Meet your soul sample
Maxine Jones
New Leader from Cambodia_part1,2
New Leader from Cambodia_part1,2
Jim Arndt
Mexican Educators Attend
Mexican Educators Attend
Jim Arndt
Critical Issues Television Pilot
Critical Issues Television Pilot
Jim Arndt
Church Committes Begin New Year
Church Committes Begin New Year
Jim Arndt
1500 People Gather
1500 People Gather
Jim Arndt
CDI Shows Its Colors
CDI Shows Its Colors
Jim Arndt
More Related Content
Viewers also liked
Maxine Jones Book Sample
The ultimate brainwash sample
The ultimate brainwash sample
Maxine Jones
Maxine Jones Book Sample
Launch your inner radar sample
Launch your inner radar sample
Maxine Jones
agenda for projektvæktøjsdagen
Agenda rum 204 2014
Agenda rum 204 2014
Mediehuset Ingeniøren Live
Filo porifera
Filo porifera
BriefCase
Maxine Jones Book Sample
Desperately seeking purpose sample
Desperately seeking purpose sample
Maxine Jones
revue de presse Les Quatre Jumelles
Les_Quatre_Jumelles_Elle
Les_Quatre_Jumelles_Elle
La Compagnie Rabeux
Resum de la Comissió Consultiva de Cultura, Coneixement, Creativitat i Innovació del Districte de Sarrià-Sant Gervasi del novembre de 2014
SSTG Comissió Consultiva Cultura, Coneixement, Creativitat i Innovació Novemb...
SSTG Comissió Consultiva Cultura, Coneixement, Creativitat i Innovació Novemb...
Ajuntament de Barcelona
Σαριβουγιούκας
5.sarivougioukas
5.sarivougioukas
Starttech Ventures
Esponjas
Esponjas
BriefCase
Fisiologia humana
Fisiologia humana
BriefCase
V tiger 6.0.0 语言包安装方法
V tiger 6.0.0 语言包安装方法
YUCHENG HU
Maxine Jones Book Sample
Meet your soul sample
Meet your soul sample
Maxine Jones
Viewers also liked
(12)
The ultimate brainwash sample
The ultimate brainwash sample
Launch your inner radar sample
Launch your inner radar sample
Agenda rum 204 2014
Agenda rum 204 2014
Filo porifera
Filo porifera
Desperately seeking purpose sample
Desperately seeking purpose sample
Les_Quatre_Jumelles_Elle
Les_Quatre_Jumelles_Elle
SSTG Comissió Consultiva Cultura, Coneixement, Creativitat i Innovació Novemb...
SSTG Comissió Consultiva Cultura, Coneixement, Creativitat i Innovació Novemb...
5.sarivougioukas
5.sarivougioukas
Esponjas
Esponjas
Fisiologia humana
Fisiologia humana
V tiger 6.0.0 语言包安装方法
V tiger 6.0.0 语言包安装方法
Meet your soul sample
Meet your soul sample
More from Jim Arndt
New Leader from Cambodia_part1,2
New Leader from Cambodia_part1,2
Jim Arndt
Mexican Educators Attend
Mexican Educators Attend
Jim Arndt
Critical Issues Television Pilot
Critical Issues Television Pilot
Jim Arndt
Church Committes Begin New Year
Church Committes Begin New Year
Jim Arndt
1500 People Gather
1500 People Gather
Jim Arndt
CDI Shows Its Colors
CDI Shows Its Colors
Jim Arndt
More from Jim Arndt
(6)
New Leader from Cambodia_part1,2
New Leader from Cambodia_part1,2
Mexican Educators Attend
Mexican Educators Attend
Critical Issues Television Pilot
Critical Issues Television Pilot
Church Committes Begin New Year
Church Committes Begin New Year
1500 People Gather
1500 People Gather
CDI Shows Its Colors
CDI Shows Its Colors
Download now