This document discusses citizen science and empowering citizens to monitor and better understand their environment. It describes how open data and low-cost sensors can be used to acquire environmental data that is then analyzed and interpreted by citizens. This allows citizens to have a more informed dialogue with governments and influence policies. Examples are provided of citizen science projects focused on air quality monitoring in various cities around the world. The document advocates for enhancing citizens' data literacy skills and creating public data commons to facilitate citizen science initiatives.
Beyond the smart city. How open data, maker spaces and open IOT infrastructures can empower citizens to become the makers of change we duly need. While technology can make our lives easier and service provisioning more efficient, disruptive innovation comes from people who want to take their futures into their own hands. Entrepreneurs, hackers, designers, civil servants and inhabitants unite: here comes the hackable city.
Presentation delivered at Mess & Order, Stavanger, during the 2016 Hackathon.
Environmental pollution is causing a wide range of diseases and premature deaths. Yet, public understanding of these important issues are lacking. The Smart Citizens Lab helps citizens to use open source hard- and software to complement existing environmental sensor networks and gain a better understanding of the current state of pollution, and make this insight actionable.
This presentation was delivered first at the Montréal Smart City Expo, March 26 2015.
A rapidly growing number of Smart Citizens take the future of the cities in which they live, work and play into their own hands. This takes knowledge, stamina, and access to networks of likeminded people. A large number of labs – like Fab Labs, Wet Labs, Maker Spaces and Code Clubs - are the places where this is happening at an increasingly massive scale. Their protagonists are artists, scientists and hackers, together cracking the code of hardware, software and wetware, coming up with new ideas and developing meaningful applications. In doing so, they gain a deeper understanding of the issues and forces that shape our world, and become (once again) the makers of change that our societies dearly need.
Presentation delivered at the Joint Research Center on April 9th.
Makers of Change & The Third Industrial Revolution - which might be up for revision since the Forth has been announced. However, here it is, marvelling the advances and aims of the Maker Movement for changing the Way Things Work.
Presentation delivered in a World Bank workshop on innovation hubs in Gran Concepcion, Chile, on October 6th till 10th 2014. The slideshow outlines Waag Society's approach and consists of four themes: ecosystem, delivering value, developing services & business, and delivering to the real world.
More information on the workshop (mostly in Spanish) can be found here: http://www.innovationhubs.org
Beyond the smart city. How open data, maker spaces and open IOT infrastructures can empower citizens to become the makers of change we duly need. While technology can make our lives easier and service provisioning more efficient, disruptive innovation comes from people who want to take their futures into their own hands. Entrepreneurs, hackers, designers, civil servants and inhabitants unite: here comes the hackable city.
Presentation delivered at Mess & Order, Stavanger, during the 2016 Hackathon.
Environmental pollution is causing a wide range of diseases and premature deaths. Yet, public understanding of these important issues are lacking. The Smart Citizens Lab helps citizens to use open source hard- and software to complement existing environmental sensor networks and gain a better understanding of the current state of pollution, and make this insight actionable.
This presentation was delivered first at the Montréal Smart City Expo, March 26 2015.
A rapidly growing number of Smart Citizens take the future of the cities in which they live, work and play into their own hands. This takes knowledge, stamina, and access to networks of likeminded people. A large number of labs – like Fab Labs, Wet Labs, Maker Spaces and Code Clubs - are the places where this is happening at an increasingly massive scale. Their protagonists are artists, scientists and hackers, together cracking the code of hardware, software and wetware, coming up with new ideas and developing meaningful applications. In doing so, they gain a deeper understanding of the issues and forces that shape our world, and become (once again) the makers of change that our societies dearly need.
Presentation delivered at the Joint Research Center on April 9th.
Makers of Change & The Third Industrial Revolution - which might be up for revision since the Forth has been announced. However, here it is, marvelling the advances and aims of the Maker Movement for changing the Way Things Work.
Presentation delivered in a World Bank workshop on innovation hubs in Gran Concepcion, Chile, on October 6th till 10th 2014. The slideshow outlines Waag Society's approach and consists of four themes: ecosystem, delivering value, developing services & business, and delivering to the real world.
More information on the workshop (mostly in Spanish) can be found here: http://www.innovationhubs.org
Open Innovation Methodologies @Waag Society Frank Kresin
How to design & develop technology for Social Innovation? Presentation delivered at ESADE, Barcelona, during the City as a Lab workshop by the World Bank.
Smart Cities, Smart Citizens and the case for the CitySDKFrank Kresin
Presentation at Information Access in Smart Cities workshop in Amsterdam, 13/04/2014 - on how smart citizens should be the focus in smart cities, and what CitySDK does to make it possible. The presentation starts with some design rules for smarter cities, then introduces Waag Society, and quickly moves on to the Amsterdam Case for Open Data. Then the shortcomings of this approach are described, after which it introduces the City Service Development Kit - a set of bottom up, harmonized API's for software development that scales across cities and countries. Some examples are presented, and it gets back to the central thesis: design smart cities with the people, not for or against them.
CitySDK is a platform to share real-time data and making it available to developers and citizens alike. By implementing CitySDK, cities and citizens can make use of applications built elsewhere, while developers massively extend their potential reach. Opening up can lead to better services, and eventually better cities.
Local ICT initiatives: Social capital engineering?Ben Anderson
Ben Anderson (Chimera, University of Essex) Mark Gaved (KMI, Open University)
Presentation given at the ICT, social capital and volunteering seminar held at the NCVO in London on October 5, 2006,
Doing us the Power of Good? Ethics, sustainability, and continuing GLAM relia...Museums Computer Group
Jon Pratty – PhD Candidate (University of Sussex)
This session will surface academic research about ethics and political philosophy that will begin to make sense of current debates about whether GLAMs should have websites, social media sites, or both.
It will explore historic examples of how innovative platforms quickly become obsolete, indicating how we could possibly go forwards making better digital strategies within GLAMs that will be better value for money, and which will have longer lasting legacy value.
Data Science: History repeated? – The heritage of the Free and Open Source GI...Peter Löwe
Data Science is described as the process of knowledge extraction from large data sets by means of scientific
methods. The discipline draws heavily from techniques and theories from many fields, which are jointly used to
furthermore develop information retrieval on structured or unstructured very large datasets. While the term Data
Science was already coined in 1960, the current perception of this field places is still in the first section of the hype cycle according to Gartner, being well en route from the technology trigger stage to the peak of inflated
expectations.
In our view the future development of Data Science could benefit from the analysis of experiences from
related evolutionary processes. One predecessor is the area of Geographic Information Systems (GIS). The
intrinsic scope of GIS is the integration and storage of spatial information from often heterogeneous sources, data
analysis, sharing of reconstructed or aggregated results in visual form or via data transfer. GIS is successfully
applied to process and analyse spatially referenced content in a wide and still expanding range of science
areas, spanning from human and social sciences like archeology, politics and architecture to environmental and
geoscientific applications, even including planetology.
This paper presents proven patterns for innovation and organisation derived from the evolution of GIS,
which can be ported to Data Science. Within the GIS landscape, three strategic interacting tiers can be denoted: i) Standardisation, ii) applications based on closed-source software, without the option of access to and analysis of the implemented algorithms, and iii) Free and Open Source Software (FOSS) based on freely accessible program code enabling analysis, education and ,improvement by everyone. This paper focuses on patterns gained from the synthesis of three decades of FOSS development. We identified best-practices which evolved from long term FOSS projects, describe the role of community-driven global umbrella organisations such as OSGeo, as well as the standardization of innovative services. The main driver is the acknowledgement of a meritocratic attitude.
These patterns follow evolutionary processes of establishing and maintaining a web-based democratic culture
spawning new kinds of communication and projects. This culture transcends the established compartmentation and
stratification of science by creating mutual benefits for the participants, irrespective of their respective research
interest and standing. Adopting these best practices will enable
Open Innovation Methodologies @Waag Society Frank Kresin
How to design & develop technology for Social Innovation? Presentation delivered at ESADE, Barcelona, during the City as a Lab workshop by the World Bank.
Smart Cities, Smart Citizens and the case for the CitySDKFrank Kresin
Presentation at Information Access in Smart Cities workshop in Amsterdam, 13/04/2014 - on how smart citizens should be the focus in smart cities, and what CitySDK does to make it possible. The presentation starts with some design rules for smarter cities, then introduces Waag Society, and quickly moves on to the Amsterdam Case for Open Data. Then the shortcomings of this approach are described, after which it introduces the City Service Development Kit - a set of bottom up, harmonized API's for software development that scales across cities and countries. Some examples are presented, and it gets back to the central thesis: design smart cities with the people, not for or against them.
CitySDK is a platform to share real-time data and making it available to developers and citizens alike. By implementing CitySDK, cities and citizens can make use of applications built elsewhere, while developers massively extend their potential reach. Opening up can lead to better services, and eventually better cities.
Local ICT initiatives: Social capital engineering?Ben Anderson
Ben Anderson (Chimera, University of Essex) Mark Gaved (KMI, Open University)
Presentation given at the ICT, social capital and volunteering seminar held at the NCVO in London on October 5, 2006,
Doing us the Power of Good? Ethics, sustainability, and continuing GLAM relia...Museums Computer Group
Jon Pratty – PhD Candidate (University of Sussex)
This session will surface academic research about ethics and political philosophy that will begin to make sense of current debates about whether GLAMs should have websites, social media sites, or both.
It will explore historic examples of how innovative platforms quickly become obsolete, indicating how we could possibly go forwards making better digital strategies within GLAMs that will be better value for money, and which will have longer lasting legacy value.
Data Science: History repeated? – The heritage of the Free and Open Source GI...Peter Löwe
Data Science is described as the process of knowledge extraction from large data sets by means of scientific
methods. The discipline draws heavily from techniques and theories from many fields, which are jointly used to
furthermore develop information retrieval on structured or unstructured very large datasets. While the term Data
Science was already coined in 1960, the current perception of this field places is still in the first section of the hype cycle according to Gartner, being well en route from the technology trigger stage to the peak of inflated
expectations.
In our view the future development of Data Science could benefit from the analysis of experiences from
related evolutionary processes. One predecessor is the area of Geographic Information Systems (GIS). The
intrinsic scope of GIS is the integration and storage of spatial information from often heterogeneous sources, data
analysis, sharing of reconstructed or aggregated results in visual form or via data transfer. GIS is successfully
applied to process and analyse spatially referenced content in a wide and still expanding range of science
areas, spanning from human and social sciences like archeology, politics and architecture to environmental and
geoscientific applications, even including planetology.
This paper presents proven patterns for innovation and organisation derived from the evolution of GIS,
which can be ported to Data Science. Within the GIS landscape, three strategic interacting tiers can be denoted: i) Standardisation, ii) applications based on closed-source software, without the option of access to and analysis of the implemented algorithms, and iii) Free and Open Source Software (FOSS) based on freely accessible program code enabling analysis, education and ,improvement by everyone. This paper focuses on patterns gained from the synthesis of three decades of FOSS development. We identified best-practices which evolved from long term FOSS projects, describe the role of community-driven global umbrella organisations such as OSGeo, as well as the standardization of innovative services. The main driver is the acknowledgement of a meritocratic attitude.
These patterns follow evolutionary processes of establishing and maintaining a web-based democratic culture
spawning new kinds of communication and projects. This culture transcends the established compartmentation and
stratification of science by creating mutual benefits for the participants, irrespective of their respective research
interest and standing. Adopting these best practices will enable
Short slides produced for the "Crowd-Sourcing Data and Citizen Science" Breakout Session at the FCERM.Net (Flooding & coastal Erosion Risk Management Network) Annual Assembly 2016: "Future-Thinking Flood Risk Management", held on 29th June 2016 in Newcastle. These slides from Nicola Osborne, who chaired this breakout, give an overview of general crowd sourcing considerations as well as sharing some specific learning from the EU FP7-funded COBWEB: Citizen Observatory Web project.
This is a brief a brief review of current multi-disciplinary and collaborative projects at Kno.e.sis led by Prof. Amit Sheth. They cover research in big social data, IoT, semantic web, semantic sensor web, health informatics, personalized digital health, social data for social good, smart city, crisis informatics, digital data for material genome initiative, etc. Dec 2015 edition.
Digital preservation through Digital SustainabilityMatthias Stürmer
The concept of digital sustainability introduces a holistic approach on how to maximize the benefits of digital resources for our society. The nine basic conditions for digital sustainability also provide a contribution to potential solutions to the challenges of digital preservation. Elaborateness, transparent structures, semantic data, distributed location, an open licensing regime, shared tacit knowledge, participatory culture, good governance, and diversified funding support the long-term availability of digital knowledge. Therefore, in this conceptual paper, we explain the links between digital sustainability and digital preservation in order to increase the impact of both. We conclude by presenting the political agenda of the Swiss parliamentary group for digital sustainability.
Digital research: Collections, data, tools and methods Stella Wisdom
Presentation for the Economic and Social Research Council North West Social Sciences Doctoral Training Partnership event on 26th November 2021, by Stella Wisdom, Digital Curator, British Library
Collective Intelligence and Online Deliberation Platforms for Citizen Engagem...Anna De Liddo
This is the presentation of the keynote I gave to the The "Software Codes of Democracy: Web Platforms for New Politics Workshop, which was held in Milan, Italy 13-15 Sept 2013 http://codicidellademocrazia.partecipate.it/
Abstract
Social media are increasingly used to support online debate and facilitate citizens’ engagement in policy and decision-making. Nevertheless the online dialogue spaces we see on the Web today typically provide flat listings of comments, or threads that can be viewed by ‘subject’ line. These are fundamentally chronological views which offer no insight into the logical structure of the ideas, such as the coherence or evidential basis of an argument. This hampers both quality of citizens’ participation and effective assessment of the state of the debate.
Within the landscape of existing community debate and ideation tools, the talk will introduce a new class of emerging online deliberation platforms – coming from research on Hypermedia, Collective Intelligence and Argumentation – that enable more structured, engaging and transparent online deliberation processes.
The talk will focus on the description of some of these technologies and summarise research studies in which they have been used to effectively support online deliberation in the Education, Healthcare and Public sector.
The talk will conclude proposing reflections and future research on collective intelligence and online deliberation platforms to socially innovate and to re-engage citizens with the democratic process.
Keynote Talk - Gaining Powerful Insights into Social Media ListeningDr Wasim Ahmed
The talk provides an overview of a number of emerging social listening and digital engagement tools such as Visibrain, Audiense, Echosec, Social Elephants, NodeXL, and DiscoverText among others. It provides an overview of a number of tools that are freely available to academic researchers such as Mozdeh, Chorus, TAGS, COSMOS, and Netlytic among others. The talk highlights a number of different research methods that have been utilised by academic researchers, such as machine learning, sentiment analysis, network analysis, and content and thematic analysis which can be utilised to be applied to the domains of commercial data analytics as well as academic research. The talk also touches on the diverse potentials of social data for organisations from forecasting, detecting crisis events, and as an early warning system for organisational threats.
Susanna Sansone's talk at the "Beyond Open" Knowledge Dialogues/Open Data Hong Kong event on research data, hosted at the Hong Kong Innocentre on Monday 20 November 2017.
This project presentation was presented in the D-CENT launch event Democracy reboot: re-imagining democracy and currency in Europe held @Nesta, London.
D-CENT is an open, decentralised social networking platform for large-scale collaboration. It enables to share in real-time open data, democratic decision making and digital currencies for the common good. Forum Virium Helsinki is responsible for D-CENT’s dissemination. It will also be executing the Finnish pilot in which the D-CENT platform will be developed, tested and utilized closely with the end users.
D-CENT project is supported by the European Union and funded under the Seventh Framework Programme for research and technological development (FP7). It runs from 2013 to 2016. D-CENT stands for "Decentralized ENgagement Technologies".
Website: www.dcentproject.eu
More presentations at: www.slideshare.net/dcentproject
Presentation delivered at the Cultural Leadership Forum in Taipei on December 1st 2018. It deals with cultural leadership issues based on my experience at DesignLab, Waag Society, V2_ and Tetem.
DesignLab is a creative and cross-disciplinary ecosystem, connecting science and society by way of creative intelligence and transdisciplinary innovation. It fosters an entrepreneurial mind-set; contributes to educate global citizens of tomorrow, focuses on societal challenges and forges new and effective collaborations. Faculty and students from various academic fields work together with companies and governments to implement and develop scientific and technological insights that can be used in finding and shaping creative, innovative and meaningful solutions for complex societal challenges. Positioned deliberately at the cross-roads of design (thinking), technology, science and humanities, it both bridges and transcends traditional ways of innovation.
Presentatie tbv. de kick-off van Schiedam Lab, op 5 november 2015. Over slimme burgers in slimme steden, en digitale sociale innovatie: deeleconomie, crowdsourcing, crowdfunding & collective intelligence. Over zelf maken en verantwoordelijkheid voor de plek waar je woont, werkt en leeft.
Het nieuwe maken - de derde industriële revolutieFrank Kresin
Presentatie tijdens Emerce Eday, 8 oktober 2015, over het nieuwe maken. Hoe ziet de maker movement eruit, waar zijn die makers te vinden, wat zijn hun ambities en resultaten, en hoe kunnen bedrijven hierop inspelen?
Smart Citizen Kit in Barcelona, Amsterdam & ManchesterFrank Kresin
From March till June, the Barcelona built Smart Citizen Kit was implemented in Amsterdam. The project aimed to help citizens to get a better grips on the local climate, and to stimulate discussion between citizens, and between citizens and city officials and servants. This presentation talks about the reason for the project, the affordances of the Smart Citizen Kit, and
The project was initiated by Waag Society and Amsterdam Smart City, and partnered with Fablab Barcelona and FutureEverything. It was additionally funded by the Fund for the Creative Industries, NL.
Waag Society @ Labs for Creativity & InnovationFrank Kresin
Presentation about Waag Society, Institute for Art, Science & Technology, delivered by me at "Labs as Interfaces for Creativity and Innovation" in Berlin, 23th of June 2014.
CyberSalon - Smart Citizens, Cities & the Case for CitySDKFrank Kresin
What is the role of open data in smart cities - and how to get the most value out of it. The CitySDK Linked Data framework allows cities to publish real-time, five star linked open data; it allows developers to make software that scales, and citizens to choose for the best apps from around the world. Amongst the cities to implement CitySDK are Amsterdam, Manchester, Helsinki and Lisbon; many more to follow.
More information:
http://www.citysdk.eu/ & http://citysdk.waag.org/
Presented on the 27th of May at the CyberSalon in London, thanks for Eva Pascoe & friends.
CitySDK Linked Data API presentation delivered at the National Open Data Congress, 28 februari 2014, Eindhoven, and, extended, at FutureEverything 2014, Manchester. CitySDK LD API provides services to collect, annotate, link, share and build on Open Data. It is used by cities, developers and small & medium sized enterprises to build applications that scale across departments & cities. More info can be found on http://citysdk.waag.org/api
Design Thinking for Code for Europe fellows.
Shortened version of my presentation delivered on January 22nd in Barcelona during kick-off of the Commons for Europe Fellowship Programme.
Waag Society / Creative Technology for Social Innovation @ DEN 2012Frank Kresin
Collaborating between arts, science & technology. Development process of Waag Society; presentation at Digital Heritage Conference 2012, 4 December 2012, Rotterdam (#DENconf).
Makerspaces zijn nodig in het onderwijs. Fablabs tonen de weg. Technasia laten zien hoe het ook kan. En de SIG Creative Labs verzamelt mensen die daar ervaring mee hebben.
Presentatie voor het Politiek Café van GroenLinks tbv het onderwerp "Internethub, motor van de economie". Een open overheid heeft open standaarden, open toegang, open data en open ontwerpen nodig, en deze presentatie gaat in op de laatste twee. Meer info over het Politiek Café op http://utrecht.groenlinks.nl/node/79858
Presentatie van Guido van 't Noordende over medische privacy & vragen rondom het Electronisch Patiënten Dossier. De presentatie is gegeven op 21 februari 2012 tijdens een bijeenkomst van ISOC NL. Voor meer info: noordende [at] uva.nl
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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.
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
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
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
12. Empower people to:
• Acquire, Read &
Manipulate Data
• Understand their
environment
• Turn data and insight
into action
• Using public networks
of low cost, open
source sensors
13. Resulting in:
• Better informed, more
engaged citizens
• Impactful dialogues
between citizens and
governments
• More data, more
insight, better policies
• More enjoyable, social,
inclusive, healthy &
livable cities
21. 300+
PARTICIPANTS
Air Quality
ISSUE
Kosovo
LOCATION
SCIENCE
FOR
CHANGE
Young people investigating
air pollution in Kosovo.
Kosovo is one of the most polluted regions in Europe.
The Science for Change Kosovo Movement is
empowering young people and affected communities
and jointly break the institutional silence around the air
pollution in Kosovo through evidence-based
campaigns and actions.
22. COMMUNITY
CHAMPIONS
Infrastructuring the next
generation of activists
The Barcelona pilot will look to train a
committed group of environmental activists in the
tools and methodologies needed to conduct
participatory sensing campaigns.
The first pilot will map and address the issue
of noise pollution, and collective resources.
25
PARTICIPANTS
Noise
ISSUE
Barcelona
LOCATION
23. URBAN
AIRQ
Tackling the most polluted
streets in Amsterdam
The Dutch environmental protection organisation
found that the Valkenburgerstraat and the
Weesperstraat in the heart of Amsterdam are the
most polluted streets of the city. We want to know
more about the situation in this part of the city and
will measure the air quality with the locals
20
PARTICIPANTS
Air Quality
ISSUE
Amsterdam
LOCATION
24.
25. • Enhance people's
data literacy skills
• Develop public (free!)
data commons
• Provide tools for
calibrating & linking
• Reach out & listen to
communities
• Encourage campaigns
INSPIRE
http://amsterdamsmartcity.com/?lang=en
27. From Needs to
Knowledge
A reference framework for
smart citizens initiatives
1
AMSTERDAM
SMART
CITIZENS
LAB
LAURENCE HENRIQUEZ NATASHA DE SENAFRANK KRESIN
TOWARDS COMMUNITY DRIVEN DATA COLLECTION
A PUBLICATION BY WAAG SOCIETY & AMS INSTITUTE
author editor editor
https://waag.org/en/news/amsterdam-smart-citizens-lab-publication