The document discusses how cities can learn from data to improve services. It outlines Barcelona's evolution with ICT from 1985 to present. Corporate data quality is key, and poor quality data can negatively impact services. External data from sensors, citizens, and other sources can complement or replace poor internal data. Collaborative data that combines internal and external sources along with open innovation can help transform public services. The Barcelona Open Challenge crowdsources solutions to city challenges through an open process.
The document describes the URBANITE solution which uses disruptive technologies to support decision making for urban transformation. The solution includes (1) a data management platform to handle data processing and storage, (2) a decision support system with analytics and visualization tools, (3) a digital co-creation environment called SoPoLab, and (4) recommendations and pathways to guide adoption of disruptive technologies. The overall goal is to help public administrations make better informed decisions by leveraging data and engaging citizens.
Presentation of Urbanite project on the The Data Governance Act and Data-Driven Policy making : Impact and Practical Implementations organized by Policy Cloud, Cyberwatching, DUET, and URBANITE European Projects.
This document discusses the development of MyGov Social, a citizen-centric mobile application created by the Open Government of Catalonia. It aims to provide a customized, proactive, and trustworthy relationship between citizens and the government using personal data. The process involved analyzing citizen data and profiles, conducting user research, and co-design workshops with citizens and public employees. These activities revealed that citizens with social needs were the best early adopters for a mobile-first solution. MyGov Social will deliver proactive recommendations and information to citizens on their mobile phones regarding benefits, procedures, and personal data held by the government. The goals are to empower citizens, improve satisfaction, and make managing life events with the government easier.
DEcentralised Citizens Owned (DECODE): Data sovereignty for citizensFrancesca Bria
Presentation of the DECODE project (www.decodeproject.eu) by Francesca Bria, DECODE Project Coordinator. DECODE provides tools that put individuals in control of whether they keep their personal data private or share it for the public good.
Green Watch PICNIC presentation by Daniel KaplanFing
The document discusses the CityPulse program which aims to increase environmental sensors in cities by 1000x to promote sustainable urban development. It details an initial experiment using smartwatches to measure ozone and noise levels which transmit data to the CityPulse platform. The platform then displays this collective sensor data and makes it available to others. Next steps discussed are expanding the platform and sensor network to more cities and data types while addressing technical, social, and economic challenges around privacy, data intelligibility, and creating an open platform for data reuse and new services.
The document discusses how cities can learn from data to improve services. It outlines Barcelona's evolution with ICT from 1985 to present. Corporate data quality is key, and poor quality data can negatively impact services. External data from sensors, citizens, and other sources can complement or replace poor internal data. Collaborative data that combines internal and external sources along with open innovation can help transform public services. The Barcelona Open Challenge crowdsources solutions to city challenges through an open process.
The document describes the URBANITE solution which uses disruptive technologies to support decision making for urban transformation. The solution includes (1) a data management platform to handle data processing and storage, (2) a decision support system with analytics and visualization tools, (3) a digital co-creation environment called SoPoLab, and (4) recommendations and pathways to guide adoption of disruptive technologies. The overall goal is to help public administrations make better informed decisions by leveraging data and engaging citizens.
Presentation of Urbanite project on the The Data Governance Act and Data-Driven Policy making : Impact and Practical Implementations organized by Policy Cloud, Cyberwatching, DUET, and URBANITE European Projects.
This document discusses the development of MyGov Social, a citizen-centric mobile application created by the Open Government of Catalonia. It aims to provide a customized, proactive, and trustworthy relationship between citizens and the government using personal data. The process involved analyzing citizen data and profiles, conducting user research, and co-design workshops with citizens and public employees. These activities revealed that citizens with social needs were the best early adopters for a mobile-first solution. MyGov Social will deliver proactive recommendations and information to citizens on their mobile phones regarding benefits, procedures, and personal data held by the government. The goals are to empower citizens, improve satisfaction, and make managing life events with the government easier.
DEcentralised Citizens Owned (DECODE): Data sovereignty for citizensFrancesca Bria
Presentation of the DECODE project (www.decodeproject.eu) by Francesca Bria, DECODE Project Coordinator. DECODE provides tools that put individuals in control of whether they keep their personal data private or share it for the public good.
Green Watch PICNIC presentation by Daniel KaplanFing
The document discusses the CityPulse program which aims to increase environmental sensors in cities by 1000x to promote sustainable urban development. It details an initial experiment using smartwatches to measure ozone and noise levels which transmit data to the CityPulse platform. The platform then displays this collective sensor data and makes it available to others. Next steps discussed are expanding the platform and sensor network to more cities and data types while addressing technical, social, and economic challenges around privacy, data intelligibility, and creating an open platform for data reuse and new services.
Open source, Agile Digital transformation BCNFrancesca Bria
The document outlines Barcelona's Digital City Roadmap for 2017-2020. The main objectives are to empower citizens through digital democracy and data sovereignty, transform government and public services through agile methods and open source technologies, and foster innovation through strengthening the tech sector and facilitating access to public procurement. Key initiatives include developing an open data portal, digital public services, and pilot projects leveraging data for affordable housing, healthcare, mobility and sustainability. The roadmap aims to advance Barcelona's position as a digital and technologically sovereign city.
Cities as digital platforms challenges and opportunities in the municipality ...citybrandinggr
This document outlines Thessaloniki's smart city strategy and action plan. The strategy includes open data initiatives, innovative crowdsourcing projects, an e-government portal, and proposals for Horizon2020 funding. Specific initiatives mentioned are Apps4Thessaloniki, Hackathon, and an open data platform. Short and medium term planning focuses on proposals for lighthouse city status in Horizon2020 and other funding sources. Challenges to the strategy include resistance to change, data security, and building public trust.
SC4 Workshop 1: Evangelos Mitsakis: Big data Sources for/from Intelligent Roa...BigData_Europe
This document discusses big data sources for intelligent road transport. It explains that even small datasets from individual vehicles can grow very large in aggregate when many vehicles are transmitting GPS data. Transportation agencies are now collecting petabytes of data on traffic patterns, public transit use, and vehicle locations using sensors, vehicle fleets, and smartphones. This big data is helping to optimize traffic management, asset maintenance, and traveler information services. Researchers are also able to conduct more accurate studies without relying on samples by analyzing vast amounts of real-world transportation data. The document provides examples of big data collection and use for traffic, public transit, and smart cities in Greece.
RhinoStreet -- A Crowdsourcing platform for Road Toll monitoringKofi Kafui Kornu
RhinoStreet is an alternative to help citizens mostly to have an idea of how much revenue is being made by the road tolls in the country, and juxtapose that with the figures the government presents. Armed with such information, citizens can push to have better, maintained roads and invariably also help prevent road accidents and other related occurrences.The platform would be web-based and allow contributors to share pictures of toll tickets they have bought, or enter amounts spent on toll tickets,while specifying the toll booth they bought it from. These entries would then be aggregated and analysed on a monthly basis considering monies generated at the individual toll booths, to have a sense of how much is being generated by the country's road tolls and mapped to the government's data to ensure accountability, and also ensure that roads in the country are repaired, improved, and maintained, as the open data got is a tool to drive policy-formation. This is believed to also create a data-driven culture which would enhance evidence-based decision-making and policy formation.
This document discusses the emergence of open transport and traffic data as a new type of public infrastructure. It notes that digital technologies have disrupted transportation in the 2000s as cars disrupted it in the 1900s. For intelligent transportation systems to provide benefits, government and industry must facilitate competition and consumer-driven outcomes through robust and dynamic regulatory processes. Real-time traffic and map data needs to be openly available to support app developers and the public while protecting privacy. As cooperative intelligent transportation systems emerge, stakeholders will have new responsibilities to meet data requirements.
This document discusses open data initiatives in Amsterdam. It notes that while civil servants understand the importance of open data, many are unsure how to use it or what their role is in delivering open data. It then outlines reasons to promote open data, including economic gains and accountability. It discusses challenges faced by local governments, including legacy ICT focus and lack of understanding of open data. The document highlights open data catalyst projects in Amsterdam, including Code for Europe and Open Cities. It notes Amsterdam's strong open data ecosystem partners and the evolution of open data programs there from 2010 to today. It provides examples of best practices and observations about stimulating local open data programs.
Bria Francesca. BCN Open Source, Agile Digital Transformation strategyFrancesca Bria
The document outlines Barcelona's digital city roadmap for 2017-2020. The objectives are to empower citizens through open source and agile transformation of city hall, develop a city data infrastructure to drive innovation, and diversify and strengthen the tech economy. Key initiatives include adopting agile methods, ensuring data and technological sovereignty for citizens, and launching flagship pilots like using big data for affordable housing and a central data analytics office. The roadmap aims to transform government and foster an open, participatory digital innovation ecosystem in Barcelona.
La telefonía móvil como fuente de información para el estudio de la movilidad...Esri España
Existe una multitud de sectores donde es necesario disponer de datos que permitan entender los patrones de comportamiento de la población: la planificación y la operación de los sistemas de transporte requiere información precisa, fiable y actualizada sobre la demanda de viajes; los patrones de actividad y movilidad de los turistas tienen profundas implicaciones para la planificación de infraestructuras, el desarrollo de la oferta turística y las estrategias de marketing turístico; entender el comportamiento espacial de los clientes es clave para optimizar las estrategias de distribución, comercialización y publicidad, determinar la localización de un nuevo comercio o punto de venta, o maximizar el retorno de la inversión en acciones de marketing. Las fuentes de datos tradicionales, basadas fundamentalmente en encuestas y registros administrativos, proporcionan información muy valiosa, pero no están exentas de inconvenientes. En general, las encuestas resultan caras y lentas de realizar, lo que limita el tamaño de la muestra y la frecuencia de actualización de la información, a lo que hay que añadir otras limitaciones intrínsecas, como las respuestas incorrectas e imprecisas, o la dependencia de la disposición a responder de los entrevistados. En los últimos años, la generalización del uso de dispositivos móviles ha abierto nuevas oportunidades para superar muchas de estas limitaciones. La posibilidad de recoger datos geolocalizados sobre la actividad de las personas, de manera dinámica y a un coste sensiblemente inferior al de los métodos tradicionales, abre la puerta a infinidad de aplicaciones. Las más evidentes son quizá las relacionadas con el transporte y la movilidad, pero el abanico es mucho más amplio, abarcando casi cualquier área que requiera información sobre los patrones de actividad y movilidad de la población. Las nuevas fuentes de datos plantean asimismo importantes retos, desde la necesidad de desarrollar nuevas metodologías de análisis, hasta la protección de la privacidad.
Vídeo de la ponencia: https://youtu.be/5PKC5Qm0eHM
Kadaster in the Netherlands provides registry, administration, and distribution services for property and geographic information. It aims to be a central point for this information in the Netherlands and influential in Europe. Kadaster registers over 8 million parcels and 1.9 million ships, produces over 20 million information products annually, and manages the national geodetic reference network and topographic maps. It provides information to various customer groups including government, businesses, and individuals.
CITY DATA EXCHANGE – A MARKETPLACE FOR PUBLIC AND PRIVATE DATA - PETER BJØRN ...Big Data Week
Peter joined Hitachi Consulting in August 2015 as the leader of the City data Exchange in Copenhagen. Peter is no stranger to the initiative as he was leading the tender process from the client side where he was the Smart City Manager at the triple helix organisation CLEAN.
He is a well know smart city expert and has presented at several large international events including the Barcelona Smart City Expo, Smart to Future Cities in London and at the EU-China Smart City collaboration event in Beijing where he represented the City of Copenhagen. Peter also have more than 10 years of international consultant experience from the EU Commission, EU Parliament, OECD, Nordic Innovation Center and Danish government institutions. His expertise is in regional innovation systems, sector competitiveness studies and smart cities.
Day 3: Innovation in parliaments #3, Mr. Ian McKenzie, Assistant Secretary, I...wepc2016
The document discusses the ParlWork project by the Australian Federal Parliament which released a beta version from February to May 2016 with 60 users, including 30 parliamentarians, across 749 unique devices. It faced challenges around gathering requirements, data accuracy and timeliness, avoiding impact on source systems, varying technology platforms, relational vs non-relational data, and protecting sensitive information. Future plans include adding media and public access and an API. Feedback praised how ParlWork provides online chamber information to check the order of business and location in proceedings.
Title: 21st Century Communities for 21st Century Citizens
As Bloomington-Normal and McLean County gear up to redefine our economy, we must recognise the drastic effects of technology on the future of our cities. And the future is now. Technology integration is especially challenging as it is ever evolving and impacting a wide array of services and infrastructure. More than ever before, many different organizations - public and private - will need to come together to help transform our cities to 21st century communities.
During the keynote, you will hear about how Kansas City, Missouri is collaborating with community, business, academic and technology stakeholders to integrate ever evolving technologies to create an open government and improve citizen services and engagement.
This years topic speaks to the core of BN Advantage - collaborative economic development efforts to create a vibrant and sustainable regional economy in Bloomington-Normal and McLean County.
Barcelona is building a smart city through digital transformation and citizen participation. It is developing open data infrastructure, participatory platforms like Decidim, and sensor networks like Sentilo to power services, transparency and innovation. The city aims to foster equitable outcomes through initiatives like affordable housing and healthcare, sustainable mobility, and empowering citizens with digital education, democracy and data sovereignty tools.
Big data Europe the transport pilot in Thessaloniki - Josep Maria SalanovaBigData_Europe
The document discusses mobile sensor data collection in Thessaloniki, Greece for transportation analysis. It describes using stationary Bluetooth sensors to track device IDs for travel time estimation and origin-destination analysis. It also uses floating car data from taxis and buses for traffic status and mobility pattern analysis. The data is processed using map matching and time series forecasting algorithms to classify current traffic states and predict future conditions. Websites and data portals for accessing the collected transportation data are also listed.
Brazilian Government Open Data: Implementation, Challenges, and Potential Opp...Kellyton Brito
Presented at 15th Annual International Conference on Digital Government Research, in Aguascalientes, Mexico, 2014.
Paper available: http://bit.ly/1l6KWPB
Este documento describe tres cursos de formación sobre Big Data y Machine Learning ofrecidos por StrateBI:
1) Curso de Introducción a Big Data (3 días) que introduce los conceptos y tecnologías básicas de Big Data.
2) Curso de especialista técnico en Data Science (5 días) para formar expertos en tecnologías Big Data.
3) Curso de Introducción a Machine Learning (3 días) sobre los conceptos y aplicaciones de aprendizaje automático.
This document discusses big data technologies for enterprise analytics. It begins by defining big data and classifying big data technologies into three groups: Apache Hadoop, NoSQL databases, and extended RDBMS. It then provides examples of using different technologies for enterprise data warehouse extensions, website clickstream analysis, and real-time analytics. The document also discusses Hadoop distributions and Pentaho's support for big data and provides some big data success stories.
Open source, Agile Digital transformation BCNFrancesca Bria
The document outlines Barcelona's Digital City Roadmap for 2017-2020. The main objectives are to empower citizens through digital democracy and data sovereignty, transform government and public services through agile methods and open source technologies, and foster innovation through strengthening the tech sector and facilitating access to public procurement. Key initiatives include developing an open data portal, digital public services, and pilot projects leveraging data for affordable housing, healthcare, mobility and sustainability. The roadmap aims to advance Barcelona's position as a digital and technologically sovereign city.
Cities as digital platforms challenges and opportunities in the municipality ...citybrandinggr
This document outlines Thessaloniki's smart city strategy and action plan. The strategy includes open data initiatives, innovative crowdsourcing projects, an e-government portal, and proposals for Horizon2020 funding. Specific initiatives mentioned are Apps4Thessaloniki, Hackathon, and an open data platform. Short and medium term planning focuses on proposals for lighthouse city status in Horizon2020 and other funding sources. Challenges to the strategy include resistance to change, data security, and building public trust.
SC4 Workshop 1: Evangelos Mitsakis: Big data Sources for/from Intelligent Roa...BigData_Europe
This document discusses big data sources for intelligent road transport. It explains that even small datasets from individual vehicles can grow very large in aggregate when many vehicles are transmitting GPS data. Transportation agencies are now collecting petabytes of data on traffic patterns, public transit use, and vehicle locations using sensors, vehicle fleets, and smartphones. This big data is helping to optimize traffic management, asset maintenance, and traveler information services. Researchers are also able to conduct more accurate studies without relying on samples by analyzing vast amounts of real-world transportation data. The document provides examples of big data collection and use for traffic, public transit, and smart cities in Greece.
RhinoStreet -- A Crowdsourcing platform for Road Toll monitoringKofi Kafui Kornu
RhinoStreet is an alternative to help citizens mostly to have an idea of how much revenue is being made by the road tolls in the country, and juxtapose that with the figures the government presents. Armed with such information, citizens can push to have better, maintained roads and invariably also help prevent road accidents and other related occurrences.The platform would be web-based and allow contributors to share pictures of toll tickets they have bought, or enter amounts spent on toll tickets,while specifying the toll booth they bought it from. These entries would then be aggregated and analysed on a monthly basis considering monies generated at the individual toll booths, to have a sense of how much is being generated by the country's road tolls and mapped to the government's data to ensure accountability, and also ensure that roads in the country are repaired, improved, and maintained, as the open data got is a tool to drive policy-formation. This is believed to also create a data-driven culture which would enhance evidence-based decision-making and policy formation.
This document discusses the emergence of open transport and traffic data as a new type of public infrastructure. It notes that digital technologies have disrupted transportation in the 2000s as cars disrupted it in the 1900s. For intelligent transportation systems to provide benefits, government and industry must facilitate competition and consumer-driven outcomes through robust and dynamic regulatory processes. Real-time traffic and map data needs to be openly available to support app developers and the public while protecting privacy. As cooperative intelligent transportation systems emerge, stakeholders will have new responsibilities to meet data requirements.
This document discusses open data initiatives in Amsterdam. It notes that while civil servants understand the importance of open data, many are unsure how to use it or what their role is in delivering open data. It then outlines reasons to promote open data, including economic gains and accountability. It discusses challenges faced by local governments, including legacy ICT focus and lack of understanding of open data. The document highlights open data catalyst projects in Amsterdam, including Code for Europe and Open Cities. It notes Amsterdam's strong open data ecosystem partners and the evolution of open data programs there from 2010 to today. It provides examples of best practices and observations about stimulating local open data programs.
Bria Francesca. BCN Open Source, Agile Digital Transformation strategyFrancesca Bria
The document outlines Barcelona's digital city roadmap for 2017-2020. The objectives are to empower citizens through open source and agile transformation of city hall, develop a city data infrastructure to drive innovation, and diversify and strengthen the tech economy. Key initiatives include adopting agile methods, ensuring data and technological sovereignty for citizens, and launching flagship pilots like using big data for affordable housing and a central data analytics office. The roadmap aims to transform government and foster an open, participatory digital innovation ecosystem in Barcelona.
La telefonía móvil como fuente de información para el estudio de la movilidad...Esri España
Existe una multitud de sectores donde es necesario disponer de datos que permitan entender los patrones de comportamiento de la población: la planificación y la operación de los sistemas de transporte requiere información precisa, fiable y actualizada sobre la demanda de viajes; los patrones de actividad y movilidad de los turistas tienen profundas implicaciones para la planificación de infraestructuras, el desarrollo de la oferta turística y las estrategias de marketing turístico; entender el comportamiento espacial de los clientes es clave para optimizar las estrategias de distribución, comercialización y publicidad, determinar la localización de un nuevo comercio o punto de venta, o maximizar el retorno de la inversión en acciones de marketing. Las fuentes de datos tradicionales, basadas fundamentalmente en encuestas y registros administrativos, proporcionan información muy valiosa, pero no están exentas de inconvenientes. En general, las encuestas resultan caras y lentas de realizar, lo que limita el tamaño de la muestra y la frecuencia de actualización de la información, a lo que hay que añadir otras limitaciones intrínsecas, como las respuestas incorrectas e imprecisas, o la dependencia de la disposición a responder de los entrevistados. En los últimos años, la generalización del uso de dispositivos móviles ha abierto nuevas oportunidades para superar muchas de estas limitaciones. La posibilidad de recoger datos geolocalizados sobre la actividad de las personas, de manera dinámica y a un coste sensiblemente inferior al de los métodos tradicionales, abre la puerta a infinidad de aplicaciones. Las más evidentes son quizá las relacionadas con el transporte y la movilidad, pero el abanico es mucho más amplio, abarcando casi cualquier área que requiera información sobre los patrones de actividad y movilidad de la población. Las nuevas fuentes de datos plantean asimismo importantes retos, desde la necesidad de desarrollar nuevas metodologías de análisis, hasta la protección de la privacidad.
Vídeo de la ponencia: https://youtu.be/5PKC5Qm0eHM
Kadaster in the Netherlands provides registry, administration, and distribution services for property and geographic information. It aims to be a central point for this information in the Netherlands and influential in Europe. Kadaster registers over 8 million parcels and 1.9 million ships, produces over 20 million information products annually, and manages the national geodetic reference network and topographic maps. It provides information to various customer groups including government, businesses, and individuals.
CITY DATA EXCHANGE – A MARKETPLACE FOR PUBLIC AND PRIVATE DATA - PETER BJØRN ...Big Data Week
Peter joined Hitachi Consulting in August 2015 as the leader of the City data Exchange in Copenhagen. Peter is no stranger to the initiative as he was leading the tender process from the client side where he was the Smart City Manager at the triple helix organisation CLEAN.
He is a well know smart city expert and has presented at several large international events including the Barcelona Smart City Expo, Smart to Future Cities in London and at the EU-China Smart City collaboration event in Beijing where he represented the City of Copenhagen. Peter also have more than 10 years of international consultant experience from the EU Commission, EU Parliament, OECD, Nordic Innovation Center and Danish government institutions. His expertise is in regional innovation systems, sector competitiveness studies and smart cities.
Day 3: Innovation in parliaments #3, Mr. Ian McKenzie, Assistant Secretary, I...wepc2016
The document discusses the ParlWork project by the Australian Federal Parliament which released a beta version from February to May 2016 with 60 users, including 30 parliamentarians, across 749 unique devices. It faced challenges around gathering requirements, data accuracy and timeliness, avoiding impact on source systems, varying technology platforms, relational vs non-relational data, and protecting sensitive information. Future plans include adding media and public access and an API. Feedback praised how ParlWork provides online chamber information to check the order of business and location in proceedings.
Title: 21st Century Communities for 21st Century Citizens
As Bloomington-Normal and McLean County gear up to redefine our economy, we must recognise the drastic effects of technology on the future of our cities. And the future is now. Technology integration is especially challenging as it is ever evolving and impacting a wide array of services and infrastructure. More than ever before, many different organizations - public and private - will need to come together to help transform our cities to 21st century communities.
During the keynote, you will hear about how Kansas City, Missouri is collaborating with community, business, academic and technology stakeholders to integrate ever evolving technologies to create an open government and improve citizen services and engagement.
This years topic speaks to the core of BN Advantage - collaborative economic development efforts to create a vibrant and sustainable regional economy in Bloomington-Normal and McLean County.
Barcelona is building a smart city through digital transformation and citizen participation. It is developing open data infrastructure, participatory platforms like Decidim, and sensor networks like Sentilo to power services, transparency and innovation. The city aims to foster equitable outcomes through initiatives like affordable housing and healthcare, sustainable mobility, and empowering citizens with digital education, democracy and data sovereignty tools.
Big data Europe the transport pilot in Thessaloniki - Josep Maria SalanovaBigData_Europe
The document discusses mobile sensor data collection in Thessaloniki, Greece for transportation analysis. It describes using stationary Bluetooth sensors to track device IDs for travel time estimation and origin-destination analysis. It also uses floating car data from taxis and buses for traffic status and mobility pattern analysis. The data is processed using map matching and time series forecasting algorithms to classify current traffic states and predict future conditions. Websites and data portals for accessing the collected transportation data are also listed.
Brazilian Government Open Data: Implementation, Challenges, and Potential Opp...Kellyton Brito
Presented at 15th Annual International Conference on Digital Government Research, in Aguascalientes, Mexico, 2014.
Paper available: http://bit.ly/1l6KWPB
Este documento describe tres cursos de formación sobre Big Data y Machine Learning ofrecidos por StrateBI:
1) Curso de Introducción a Big Data (3 días) que introduce los conceptos y tecnologías básicas de Big Data.
2) Curso de especialista técnico en Data Science (5 días) para formar expertos en tecnologías Big Data.
3) Curso de Introducción a Machine Learning (3 días) sobre los conceptos y aplicaciones de aprendizaje automático.
This document discusses big data technologies for enterprise analytics. It begins by defining big data and classifying big data technologies into three groups: Apache Hadoop, NoSQL databases, and extended RDBMS. It then provides examples of using different technologies for enterprise data warehouse extensions, website clickstream analysis, and real-time analytics. The document also discusses Hadoop distributions and Pentaho's support for big data and provides some big data success stories.
Este documento presenta una introducción al machine learning o aprendizaje automático. Explica que es un campo de la inteligencia artificial que trata de construir sistemas que aprenden de los datos. Describe las principales técnicas de machine learning como clasificación, clustering y regresión. También menciona algunos casos de uso como detección de spam, traducción automática y recomendaciones.
Arquitectura y Funcionalidades Liferay PortalStratebi
Liferay es una plataforma de portales que permite crear portales web y conectar con clientes, proveedores y empleados. Ofrece soluciones para la segmentación de contenido, colaboración social, gestión de contenidos, diseño responsivo y apps móviles. Proporciona experiencias de usuario personalizadas a través de la segmentación de contenido y gestión de identidades.
Big Data, casos, tecnologias y aplicaciones realesStratebi
Este documento describe varias aplicaciones y casos de éxito de Big Data. Inicialmente presenta definiciones y conceptos clave de Big Data. Luego describe casos prácticos exitosos de empresas como Amazon, UPS, DHL y campañas políticas. También presenta casos implementados por StrateBI para empresas como Boeing, una empresa de retail y Telefónica Educación. Finalmente, discute aplicaciones comunes como Data Lakes, telemetría y análisis de logs.
Características y principios del derecho del trabajopinkyvicious
Este documento resume las principales características y principios del derecho del trabajo en México. Describe el derecho del trabajo como un derecho de la clase trabajadora cuyo objetivo es proteger a los trabajadores y lograr el equilibrio entre trabajadores y patrones. También lo define como un derecho en expansión, irrenunciable e imperativo, cuyo fin es establecer un mínimo de garantías sociales para los trabajadores. Finalmente, enlista algunos de los principios fundamentales como el concepto de justicia social, el trabajo como derecho y deber social
Reach the right audience with best-in-class China data assets | Engage your best customers with valuable insights | Activate Target Audience Across 90% of Top China Media
IoT can be complex and confusing with many definitions often perceived by enterprises. But it's not a futuristic trend because it's already happening and we can start small with existing 'things'.
The Internet of Things powers a new era of innovation that opens new opportunities to re-imagine the future of our city, so city leaders can more proactively address city priorities such as reducing energy consumption, improving public safety, and nurturing innovation and growth.
The Generations of Digital governance : From Paper to RobotsYannis Charalabidis
Digital or Electronic Governance relates to the utilisation of Information and Communication Technologies for achieving better digital services to citizens, enhance transparency and collaboration, and promote evidence-based decision making in the public sector. Along these directions, the talk presents the methods, the tools and the solutions that structure the main generations of Digital Governance. Starting from the introduction of computers in the public sector and reaching the emerging applications of artificial intelligence and other exponential technologies, the talk covers the benefits and the challenges for decision makers, from a technical and administrative viewpoint.
Digital transformation depends on effective data management. Data is the lifeblood of digital initiatives like smart cities, which can improve economic growth and quality of life. However, developing core data capabilities is necessary to realize this value. Successful data management requires developing infrastructure, analytics, and governance to generate, store, analyze and manage increasing data in standardized ways. Addressing these challenges is key to digital transformation's success.
Securing Smart Communities & Digital Government Trendsscoopnewsgroup
The document discusses digital government trends and smart city initiatives. It outlines the top 10 strategic issues for state CIOs, including security, cloud services, digital government, and data analytics. The document then discusses how smart city initiatives can drive business outcomes in areas like transportation, mobility, and public safety. It also outlines trends in digital government, including the use of artificial intelligence, digital identities, blockchain, and the Internet of Things.
Ibm cognitive business_strategy_presentationdiannepatricia
IBM Cognitive Business Strategy presentation. Presented by Dianne Fodell and Jim Spohrer at the Cognitive Systems Institute Group Speaker Series call on October 8, 2015.
Discover the tech trends to watch in 2016 based on our experience: Mobile Commerce, Social payments, Deep linking and App Ecosystem, Push notification, Smart home and Home Entertainment, Deep learning, Cognitive Computing, Smart Virtual Personal Assistants, Algorithms, Ambient Proximity, Ambient Interfaces, Intelligent Cameras, Personality Analytics, Big Data, Cloud Computing, Vertical Collaborative Software, Virtual Reality, Augmented Reality will change the way brands interact with their customers.
International Journal of Information Technologies & Intelligent Information Systems(ITI)is a bi-monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the Software Engineering & Applications
International Journal of Information Technologies & Intelligent Information Systems(ITI)is a bi-monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the Software Engineering & Applications
The document discusses the benefits of Internet of Things (IoT) technology for the Muslim world. It describes how connecting physical assets through sensors can help monitor things like health, transportation, and resource usage. The data collected from these connected devices and sensors can provide insights and optimization opportunities. New business models are emerging around monetizing sensor data through "Sensing as a Service" where data is licensed to applications and organizations. The document advocates for building an IoT ecosystem in Malaysia as a testbed for connecting infrastructure and developing smart city applications.
International Journal of Information Technologies & Intelligent Information Systems(ITI)is a bi-monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the Software Engineering & Applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern software engineering concepts & establishing new collaborations in these areas. Authors are solicited to contribute to the journal by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the areas of software engineering & applications.
This document discusses new ways of handling old data and unlocking value from unstructured content through cognitive systems. It provides predictions for big data and analytics spending and adoption through 2020. Key points include:
- 90% of digital information is unstructured content stored in separate repositories that don't communicate.
- By 2020, 50% of business analytics software will incorporate prescriptive analytics using cognitive computing.
- Organizations that can analyze all relevant data and provide actionable insights will gain $430 billion in productivity over less analytical peers.
- Cognitive software can support better decision-making by applying broader evidence without bias to situations.
- The cognitive software market is expected to grow rapidly over the next five
International Journal of Information Technologies & Intelligent Information Systems(ITI)is a bi-monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the Software Engineering & Applications
1) The document discusses opportunities to apply artificial intelligence (AI) to real-world problems in both the physical world of "things" like vehicles and equipment as well as human activities.
2) Some examples of using AI to eliminate waste include improving vehicle and asset utilization, reducing production waste, and improving planning and forecasting accuracy. Examples of using AI to create surplus opportunities include accident avoidance, improved risk management, and personalized education.
3) The document evaluates AI opportunities based on their potential to create surplus or eliminate waste, as well as the availability and quality of applicable data. Top use cases identified include predictive maintenance, increasing agriculture yields, traffic control, and personalized education.
Como crear Plataformas Big Data y ML basadas en open source: como almacenar y gestionar grandes volúmenes de información con origenes de datos abiertos turisticos y externos de todo tipo: Redes, Telefonía, apps, vuelos, hoteles, estadisticos....
Este documento describe varias herramientas para crear paneles y aplicaciones web interactivas en Python, incluyendo Panel, Dash, Voilá, ipywidgets, Bokeh y Streamlit. Streamlit se eligió para la demostración debido a su buena integración con otras bibliotecas de Python, su simplicidad y porque se basa únicamente en código Python sin necesidad de HTML o CSS.
El documento describe varias opciones para crear paneles y aplicaciones web interactivas con Python, incluyendo Panel, Dash, Voilá, Ipywidgets, Bokeh y Streamlit. Explica brevemente las características y usos de cada uno, y concluye que Streamlit es una buena opción debido a su integración con otras librerías, simplicidad y uso puramente de código Python.
This document contains 134 pages of tips for using Power BI. It discusses various functions and features in Power BI including drill through, hierarchical filters, alerts with emojis, what-if parameters, creating and customizing templates, tooltips, backgrounds, advanced cards, searching filter panels, custom visuals, copying visual formats, optimal color schemes, analysis panels, conclusions on data, ordering dimension values, button actions, bookmarks, detail views, page navigation, Q&As, URLs, using Python in Power BI, metric selectors, alerts with GIFs, measures with conditions/filters, number/letter series, clustering, and forecasting.
Machine learning techniques like clustering and dendograms were used to identify potential replacements for an injured midfielder. This identified 4 similar players, including options from Finland, Las Palmas, Huesca, and Lugo. Radar charts in Python and Power BI then compared the top options to the injured player. This analysis aimed to objectively evaluate alternative players within the club's restrictions.
Documento que explica como realizar la integración entre SAP (BW- HANA) y PowerBI para maximizar el potencial de análisis de los datos económicos y financieros de las compañías
A federated information infrastructure that works Stratebi
This document discusses the challenges of building a multi-tenant information architecture and how Adevinta solved them. It addresses three main challenges: 1) finding the right level of authority between centralization and decentralization, which Adevinta solved with a federated approach; 2) governance of data sets, which they addressed by treating data sets as products; and 3) building common infrastructure as a platform, demonstrated through examples of metrics calculation and user segmentation patterns. The key lessons are that federation provides autonomy while governance establishes trust, and balance is needed between delivering business value and building tooling.
PowerBI: Soluciones, Aplicaciones y CursosStratebi
Stratebi es una empresa especializada en Power BI y análisis de negocios que ofrece servicios de consultoría, proyectos y formación. Cuenta con amplia experiencia trabajando con tecnologías de Microsoft como Power BI, Azure y SQL Server. Stratebi destaca su experiencia integrando Power BI con herramientas de big data y machine learning como R y Python.
Este documento presenta varias características y demostraciones de datos deportivos que pueden analizarse utilizando Power BI, incluyendo métricas avanzadas como goles esperados en fútbol, seguimiento óptico y de GPS de jugadores, áreas ocupadas por equipos, lesiones de jugadores y disparos a portería en la Copa del Mundo. También proporciona ejemplos de cómo Power BI y R pueden combinarse para realizar tareas de aprendizaje automático como árboles de decisión, pronósticos y agrupamiento
Este documento describe las características y capacidades de Vertica, incluyendo su capacidad para leer solo los datos necesarios, diferentes arquitecturas posibles como un clúster en la nube con 3 nodos, el uso de tablas aplanadas para mejorar el rendimiento de consultas uniendo datos de hechos y dimensiones, y su consola de administración.
Businesss Intelligence con Vertica y PowerBIStratebi
Este documento describe cómo Verifica está utilizando Vertica y PowerBI para análisis de datos y business intelligence. Explica que Verifica construyó un data warehouse para almacenar y analizar sus datos de forma estructurada y coherente, lo que mejoró la consistencia de los datos y el rendimiento de las consultas. Ahora usan diariamente Herramientas como Vertica, PowerBI y SQL para publicar informes automatizados, acceder a los datos y mejorar la visualización de la información para toda la organización.
Vertica Analytics Database general overviewStratebi
Vertica is an advanced analytics platform that combines high-performance query processing with advanced analytics and machine learning capabilities. It bridges the gap between high-cost legacy data warehouses and less powerful Hadoop data lakes. Vertica uses a massively parallel processing architecture to deliver fast analytics on large datasets regardless of where the data resides. It has been implemented by various companies across industries to drive customer experience management, operational analytics, and fraud detection through applications like predictive maintenance, customer churn analysis, and network optimization.
Este documento presenta Talend Cloud, incluyendo sus componentes principales como Talend Studio, Cloud Engine y Remote Engine. Explica las arquitecturas de Talend Cloud para escenarios en la nube, híbridos y de VPC. También describe las aplicaciones de autoservicio como preparación y gobernanza de datos, y muestra casos de uso y demostraciones. Finalmente, cubre temas de licenciamiento y reconocimientos de Gartner.
Este documento describe conceptos clave de Master Data Management (MDM) como gobernanza de datos, áreas de negocio, datos maestros y arquitectura MDM. Explica roles y responsabilidades de MDM como administradores de datos y analistas de negocio. También cubre acciones de MDM como dividir la organización en áreas de negocio y priorizarlas.
El documento presenta la agenda de una reunión sobre integración de datos que incluye presentaciones sobre Talend, Vertica, Power BI y casos de uso. La agenda incluye sesiones de introducción, presentaciones técnicas de varias herramientas y plataformas, un caso de uso, una presentación sobre deportes y aprendizaje automático, y un período de preguntas.
Enhancing Adoption of AI in Agri-food: IntroductionCor Verdouw
Introduction to the Panel on: Pathways and Challenges: AI-Driven Technology in Agri-Food, AI4Food, University of Guelph
“Enhancing Adoption of AI in Agri-food: a Path Forward”, 18 June 2024
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Prescriptive analytics BA4206 Anna University PPTFreelance
Business analysis - Prescriptive analytics Introduction to Prescriptive analytics
Prescriptive Modeling
Non Linear Optimization
Demonstrating Business Performance Improvement
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During the budget session of 2024-25, the finance minister, Nirmala Sitharaman, introduced the “solar Rooftop scheme,” also known as “PM Surya Ghar Muft Bijli Yojana.” It is a subsidy offered to those who wish to put up solar panels in their homes using domestic power systems. Additionally, adopting photovoltaic technology at home allows you to lower your monthly electricity expenses. Today in this blog we will talk all about what is the PM Surya Ghar Muft Bijli Yojana. How does it work? Who is eligible for this yojana and all the other things related to this scheme?
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Unlocking WhatsApp Marketing with HubSpot: Integrating Messaging into Your Ma...Niswey
50 million companies worldwide leverage WhatsApp as a key marketing channel. You may have considered adding it to your marketing mix, or probably already driving impressive conversions with WhatsApp.
But wait. What happens when you fully integrate your WhatsApp campaigns with HubSpot?
That's exactly what we explored in this session.
We take a look at everything that you need to know in order to deploy effective WhatsApp marketing strategies, and integrate it with your buyer journey in HubSpot. From technical requirements to innovative campaign strategies, to advanced campaign reporting - we discuss all that and more, to leverage WhatsApp for maximum impact. Check out more details about the event here https://events.hubspot.com/events/details/hubspot-new-delhi-presents-unlocking-whatsapp-marketing-with-hubspot-integrating-messaging-into-your-marketing-strategy/
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6. ç
Check information about statistics on the use of public services
All your indicators from public sources under control, in order to analyze
and compare public environment transparently.
Independency from IT department, take decisions in seconds
Sociodemographic data, economic information, housing, land registry
data ,geospatial , etc… available to citizens
A powerful analytic environment with Reports, Dashboards, OLAP views…
100% web browser accessible, mobile devices and office integration
The cheapest solution in the market, save up to 80% using Open Source.
Forget licensing costs!!
Public Services Information System (SISOC)
7. ç
Sociodemographic analysis
Subventions on Housing Loans
Citizen driven Open Data
Georeferenced users
Environmental and urban planning balance
Age group distribution
Management and negotiation of grants and subsidies
Infrastructure development
Unemployment rate, poverty threshold, social exclusion
Disability discrimination, social insertion…
Quality of life
Group analysis (Childhood, women…)
Public Services Information System (SISOC)
8. ç Public Services Information System (SISOC)
An application that empowers business analysts
9. ç Public Services Information System (SISOC)
From doubts to business efficiency in Public Sector
10. Public Services Information System (SISOC)ç
Information about: hospitals, houses, corporations, schools,
taxes, etc …
11. Public Services Information System (SISOC)ç
Information about: hospitals, houses, corporations, schools,
taxes, etc …
16. ç Public Services Information System (SISOC)
Stratebi is a Spanish company located in
Madrid, Barcelona and with a
delegation in Sao Paulo, we are a
group of professionals with a wide
experience in Information systems and
Technologic solutions related to the
field of open source software and
Business Intelligence.
Contact details:
info@stratebi.com -
www.stratebi.com
Phones:
(+34) 917883410 – (+34) 931844325