Urban Data Talks #4 Presentation - Presentation by Jaime Ventura (Porto Digital) providing insights into the creation of Porto's open data platform, its internal workings and use cases realised on top of it.
Presentation given by Jaime Ventura, Porto Digital, at Open & Agile Smart Cities' annual Connected Smart Cities & Communities Conference 2020 on 23 January in Brussels, Belgium.
Overview presentation of the CPaaS.io project given at the first year review meeting in Tokyo on October 5, 2017.
Disclaimer:
This document has been produced in the context of the CPaaS.io project which is jointly funded by the European Commission (grant agreement n° 723076) and NICT from Japan (management number 18302). All information provided in this document is provided "as is" and no guarantee or warranty is given that the information is fit for any particular purpose. The user thereof uses the information at its sole risk and liability. For the avoidance of all doubts, the European Commission and NICT have no liability in respect of this document, which is merely representing the view of the project consortium. This document is subject to change without notice.
Presentation given by Jaime Ventura, Porto Digital, at Open & Agile Smart Cities' annual Connected Smart Cities & Communities Conference 2020 on 23 January in Brussels, Belgium.
Overview presentation of the CPaaS.io project given at the first year review meeting in Tokyo on October 5, 2017.
Disclaimer:
This document has been produced in the context of the CPaaS.io project which is jointly funded by the European Commission (grant agreement n° 723076) and NICT from Japan (management number 18302). All information provided in this document is provided "as is" and no guarantee or warranty is given that the information is fit for any particular purpose. The user thereof uses the information at its sole risk and liability. For the avoidance of all doubts, the European Commission and NICT have no liability in respect of this document, which is merely representing the view of the project consortium. This document is subject to change without notice.
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.
Ontology Engineering at Scale for Open City Data SharingOscar Corcho
Seminar at the School of Informatics, The University of Edinburgh.
In this talk we will present how we are applying ontology engineering principles and tools for the development of a set of shared vocabularies across municipalities in Spain, so that they can start homogenising the generation and publication of open data that may be useful for their own internal reuse as well as for third parties who want to develop applications reusing open data once and deploy them for all municipalities. We will discuss on the main challenges for ontology engineering that arise in this setting, as well as present the work that we have done to integrate ontology development tools into common software development infrastructure used by those who are not experts in Ontology Engineering.
Mr George Niland, Policy Advisor at EUROCITIES, presenting Why cities invest in ICT & the EUROCITIES open data guidebook during the ENoLL fringe session "Open Innovation and Living Labs shaping the cities and regions of the future" at the EC Innovation Convention 2014.
Presentation by Nils Walravens at Open Belgium 2018 - http://2018.openbelgium.be/session/smart-flanders-how-flemish-cities-are-tackling-urban-challenges-together-through-open-data
A Tale of Open Data Innovations in Five Smart CitiesAdegboyega Ojo
Open Data initiatives are increasingly considered as defining elements of emerging smart cities. However, few studies have attempted to provide a better understanding of the nature of this convergence and the impact on both domains. This paper presents findings from a detailed study of 18 open data initiatives across five smart cities – Barcelona, Chicago, Manchester, Amsterdam and Helsinki. Specifically, the study sought to understand how open data programs are shaped by the different smart cities contexts and concomitantly what kinds of innovations are enabled by open data in these cities. The findings highlight the specific impacts of open data innovation on the different smart cities domains, governance of the cities, and the nature of datasets available in the open data ecosystem.
Snap4City has been created in response to Select4Cities PCP (http://www.select4cities.eu/) call as an open, standardized, data-driven, service-oriented, user-centric platform enabling large-scale co-creation IOT/IOE applications and services for Helsinki, Copenhagen and Antwerp.
Snap4City is 100% open source:
robust, scalable, easy to use solution, provides tools for co-creation of mixt data driven, stream and batch processing, GDPR, and city dashboards.
extending with IOT/IOE the semantic reasoner of Km4City https://www.km4city.org
Km4City has been validated in multiple devices (PC, Android, Raspberry, ..), and domains: mobility and transport, tourism, health, welfare, social and cities such as Florence, Pisa, Arezzo, and large area of millions on inhabitants as Tuscany and million of data per day.
The innovation is mainly related to semantic reasoning, IOT interoperability, microservices, automated dashboard production, .. thus
setting up smart city solutions in a snap
Serve as a City Dashboard, App User Interface, etc.
Real time and historical data, any device, sensors and actuators
Sensors, KPI, maps, data trends, real time data, charts, etc.
Referral / historical data, and Open Data:
shadow, access (API, storage, any protocol), production of OD, export
Data Driven Real Time communication & processing:
IOT Applications, IOT edge, multiple operating systems, embedded systems, MicroServices
in/out data driven from/to the field into: applications, notifications, etc.
Data Analytics: Machine Learning, statistics, reasoning, …
Serve as Living Lab: open innovation, coworking; collaborative work; sharing: data, processes, dashboard, experiences, solutions, ….
Experimented on large scale cases
Webinar on 17 of May 2022.
Experiences from the IRIS Lighthouse Cities.
Urban Data Platforms are at the core of the digital transformation and the basis for data-driven solutions addressing the challenges of today’s cities and communities. An Urban Data Platform exploits modern digital technologies to bring together and integrate data flows within and across city systems and make data (re)sources accessible to participants in the cities’ ecosystem. The easy sharing of city data between city services, organizations, companies, and citizens provides many positive outcomes for society:
• can help streamline urban mobility systems
• deliver improved health and well-being outcomes
• reduce energy consumption and support the use of local low-carbon energy
• connecting city assets to enable more joined-up multi-purpose services and infrastructures
Smart city India , What is a Smart City?
Government Of India (GOI) Smart City Mission
Strategies for Smart Cities Success
SMART Solutions & A Unified Command & Control Center
The Smart City Services Platform (SCSP)
Talk by Sophie Meszaros from Open and Agile Smart Cities at Urban Data Talks #6 event on progress of european work on data spaces for sustainable smart cities and communities.
Inisghts from data to plan and optimise shared bike usageAlex Gluhak
Talk by Merja Kajava at Urban Data Talks #6 event, focused on how she uses urban data obtained from bike sharing docks and systems to better understand shared bike usage and improve the management of such systems
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.
Ontology Engineering at Scale for Open City Data SharingOscar Corcho
Seminar at the School of Informatics, The University of Edinburgh.
In this talk we will present how we are applying ontology engineering principles and tools for the development of a set of shared vocabularies across municipalities in Spain, so that they can start homogenising the generation and publication of open data that may be useful for their own internal reuse as well as for third parties who want to develop applications reusing open data once and deploy them for all municipalities. We will discuss on the main challenges for ontology engineering that arise in this setting, as well as present the work that we have done to integrate ontology development tools into common software development infrastructure used by those who are not experts in Ontology Engineering.
Mr George Niland, Policy Advisor at EUROCITIES, presenting Why cities invest in ICT & the EUROCITIES open data guidebook during the ENoLL fringe session "Open Innovation and Living Labs shaping the cities and regions of the future" at the EC Innovation Convention 2014.
Presentation by Nils Walravens at Open Belgium 2018 - http://2018.openbelgium.be/session/smart-flanders-how-flemish-cities-are-tackling-urban-challenges-together-through-open-data
A Tale of Open Data Innovations in Five Smart CitiesAdegboyega Ojo
Open Data initiatives are increasingly considered as defining elements of emerging smart cities. However, few studies have attempted to provide a better understanding of the nature of this convergence and the impact on both domains. This paper presents findings from a detailed study of 18 open data initiatives across five smart cities – Barcelona, Chicago, Manchester, Amsterdam and Helsinki. Specifically, the study sought to understand how open data programs are shaped by the different smart cities contexts and concomitantly what kinds of innovations are enabled by open data in these cities. The findings highlight the specific impacts of open data innovation on the different smart cities domains, governance of the cities, and the nature of datasets available in the open data ecosystem.
Snap4City has been created in response to Select4Cities PCP (http://www.select4cities.eu/) call as an open, standardized, data-driven, service-oriented, user-centric platform enabling large-scale co-creation IOT/IOE applications and services for Helsinki, Copenhagen and Antwerp.
Snap4City is 100% open source:
robust, scalable, easy to use solution, provides tools for co-creation of mixt data driven, stream and batch processing, GDPR, and city dashboards.
extending with IOT/IOE the semantic reasoner of Km4City https://www.km4city.org
Km4City has been validated in multiple devices (PC, Android, Raspberry, ..), and domains: mobility and transport, tourism, health, welfare, social and cities such as Florence, Pisa, Arezzo, and large area of millions on inhabitants as Tuscany and million of data per day.
The innovation is mainly related to semantic reasoning, IOT interoperability, microservices, automated dashboard production, .. thus
setting up smart city solutions in a snap
Serve as a City Dashboard, App User Interface, etc.
Real time and historical data, any device, sensors and actuators
Sensors, KPI, maps, data trends, real time data, charts, etc.
Referral / historical data, and Open Data:
shadow, access (API, storage, any protocol), production of OD, export
Data Driven Real Time communication & processing:
IOT Applications, IOT edge, multiple operating systems, embedded systems, MicroServices
in/out data driven from/to the field into: applications, notifications, etc.
Data Analytics: Machine Learning, statistics, reasoning, …
Serve as Living Lab: open innovation, coworking; collaborative work; sharing: data, processes, dashboard, experiences, solutions, ….
Experimented on large scale cases
Webinar on 17 of May 2022.
Experiences from the IRIS Lighthouse Cities.
Urban Data Platforms are at the core of the digital transformation and the basis for data-driven solutions addressing the challenges of today’s cities and communities. An Urban Data Platform exploits modern digital technologies to bring together and integrate data flows within and across city systems and make data (re)sources accessible to participants in the cities’ ecosystem. The easy sharing of city data between city services, organizations, companies, and citizens provides many positive outcomes for society:
• can help streamline urban mobility systems
• deliver improved health and well-being outcomes
• reduce energy consumption and support the use of local low-carbon energy
• connecting city assets to enable more joined-up multi-purpose services and infrastructures
Smart city India , What is a Smart City?
Government Of India (GOI) Smart City Mission
Strategies for Smart Cities Success
SMART Solutions & A Unified Command & Control Center
The Smart City Services Platform (SCSP)
Similar to Building Porto's Open Data Platform (20)
Talk by Sophie Meszaros from Open and Agile Smart Cities at Urban Data Talks #6 event on progress of european work on data spaces for sustainable smart cities and communities.
Inisghts from data to plan and optimise shared bike usageAlex Gluhak
Talk by Merja Kajava at Urban Data Talks #6 event, focused on how she uses urban data obtained from bike sharing docks and systems to better understand shared bike usage and improve the management of such systems
Talk by Roy Lin from Tapei Urban Intelligence Centre @Urban Data Talks#6 event. Background about the centre and use cases of how Taipei uses urban data and analytics to solve urban challenges the city faces.
Cities In Charge: How urban data can improve the operation of Public EV charg...Alex Gluhak
Talk by Sarah Gallacher at Urban Data Talks meetup #5 about Cities in Charge, a data-driven tool for local authorites to manage rollout and operation of public EV charge point infrastructure
Talk by Kris Vanherle sharing his story of building Telraam, a large crowd-sourced platform of traffic counting devices that empowers a growing international community of citizens to influence local mobility policy.
Leveraging the Platform effect for citiesAlex Gluhak
Urban Data Talks #4 presentation by Alanus von Radecki, Deutsches Kompetenz Zentrum fuer Staedte und Region, outlining how effective collaboration with various cities and municipal companies can support the scaling of smart city use cases.
Urban observatory talk by Phil James, Newcastle UniversityAlex Gluhak
Talk at Urban Data Talks Meetup event #3. Presents the urban obervatory in nNewcastle and how it allows agile policy making based on data from IoT deployments and existing urban infrastructure.
Smart Citizen - Sense Making - Óscar González, Fablab Barcelona Alex Gluhak
Talk at Urban Data Talks event #3. Fab Labs Barcelona's journey from Smart Cities to Smart Citizens. Tools and methodologies to empower smarter citizens
Local government levelled up - IoT innovation in NorfolkAlex Gluhak
This talk presented at Urban Data Talks#2 by Kurt Frary from Norfolk City Council provides an overview of a large number of IoT use cases carried out during the pandemic around an open LoRaWAN innovation network.
Nature smart Cities - New technologies for assessing Biodiversity in Cities ...Alex Gluhak
This talk at the Urban Data Talks#2 by Allison Fairbrass (UCL), explores technology advances in biodiversity monitoring of cities, using IoT sensors and AI technologies.
Urban Data Talks #2 presentation, focused on how urban data such as footfall tells us about changing human behaviour pre-pandemic and for the economic recovery post pandemic.
This talk by Rory Maxwell from Ethos explores how urban data can provide more confidence to disabled public transport users and help the live more independent lives to avoid social isolation.
Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...pchutichetpong
M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years.
Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success.
MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies.
According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
2. About me
š Worked for Porto Digital in the last 4 years, as Head of Urban Platform, Data Analysis and
Digital Services.
š Member of OASC’s Technical Council since 2019
š OASC’s team member for EU projects such as ELISE and dRural
3. About Porto
š Largest city in the north of Portugal (second in the country)
š 230 thousand inhabitants
š 1.8 million in the metropolitan area
4. About Porto Digital
š Porto Digital Association is a private non-profit
association;
š It was created in 2004 by the Municipality of Porto, the
University of Porto and the Portuguese Business
Association (AEP), in cooperation with the company
Metro of Porto;
š Created to promote ICT projects within the context of the
city of Porto and its metropolitan area.
5. Goals
Have a integrated (but flexible, elastic and
open) solution for:
• (Context) Data access and management
• Data-driven decision making (daily
management)
• Data-drive policy making (medium/long
term management)
• (Open) Data Publishing
20. Open Data Project
Goals:
š Government Transparency
š Active Citizenship
š Operational Efficiency
š Innovation
21. The Strategy
Perform an assessment on the existing scenario:
š Which data exist
š How is it managed/processed
š Where is it stored
š Who is the owner and the periodicity of update
š …
š Define a Data Valuation Strategy, and create a Plan for the Management and Valuation
of Municipality’s Data.
23. The Indexer
š Owned by the municipality and accessed only by its workers
š Index all the existing data into datasets and:
š Allow searching
š Provide a preview of that data
š Provide metadata
š * Producer/owner
š * Update periodicity
š * Classification
š * …
24. The OpenData Portal
š Provide similar features as the
Index (indexing, searching,…) but
only for opendata
š Accessible by humans, but also
by machines (throught an API)