"Towards Value-Centric Big Data" e-SIDES Workshop - "Responsible Research: Analytics when dealing with personal and personalised mobility data: Track&Know", Prof. Ansar Yasar
The following presentation was given by Prof. Ansar Yasar from the University of Hasselt during the e-SIDES workshop "Towards Value-Centric Big Data" held on April 2, 2019 in Brussels.
EDF2014: Taru Rastas, Senior Advisor, Ministry of Communications of Finland: ...European Data Forum
Selected Talk of Taru Rastas, Senior Advisor, Ministry of Communications of Finland at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Open data for transport and communications
EDF2014: Talk of Vassileios Tsetsos, Chief Technical Officer, Mobics Ltd: Pre...European Data Forum
Selected Talk of Vassileios Tsetsos, Chief Technical Officer, Mobics Ltd at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Predicting parking occupancy in a sensor-enabled smart city
EDF2014: José Ignacio Sánchez Valdenebro, Deputy Director of Digital Public S...European Data Forum
Selected Talk of José Ignacio Sánchez Valdenebro, Deputy Director of Digital Public Services Department, Entidad Publica Empresarial Red.es at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Aporta Project: National Strategy for encourage PSI in Spain
EDF2014: Talk of Krzysztof Wecel, Assistant professor, Poznan University of E...European Data Forum
Selected Talk of Krzysztof Wecel, Assistant professor, Poznan University of Economics, Poland at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Advanced Exploration of Public Procurement Data in Linked Data Paradigm
EDF2014: Talk of Marta Nagy-Rothengass, Head of Unit Data Value Chain, Direct...European Data Forum
Invited Talk of Marta Nagy-Rothengass, Head of Unit Data Value Chain, Directorate General for Communications Networks, Content and Technology at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Collaborating on interoperability to achieve a Digital Single Market
EDF2014: Taru Rastas, Senior Advisor, Ministry of Communications of Finland: ...European Data Forum
Selected Talk of Taru Rastas, Senior Advisor, Ministry of Communications of Finland at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Open data for transport and communications
EDF2014: Talk of Vassileios Tsetsos, Chief Technical Officer, Mobics Ltd: Pre...European Data Forum
Selected Talk of Vassileios Tsetsos, Chief Technical Officer, Mobics Ltd at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Predicting parking occupancy in a sensor-enabled smart city
EDF2014: José Ignacio Sánchez Valdenebro, Deputy Director of Digital Public S...European Data Forum
Selected Talk of José Ignacio Sánchez Valdenebro, Deputy Director of Digital Public Services Department, Entidad Publica Empresarial Red.es at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Aporta Project: National Strategy for encourage PSI in Spain
EDF2014: Talk of Krzysztof Wecel, Assistant professor, Poznan University of E...European Data Forum
Selected Talk of Krzysztof Wecel, Assistant professor, Poznan University of Economics, Poland at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Advanced Exploration of Public Procurement Data in Linked Data Paradigm
EDF2014: Talk of Marta Nagy-Rothengass, Head of Unit Data Value Chain, Direct...European Data Forum
Invited Talk of Marta Nagy-Rothengass, Head of Unit Data Value Chain, Directorate General for Communications Networks, Content and Technology at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Collaborating on interoperability to achieve a Digital Single Market
EDF2014: Talk of Ioannis Kotsiopoulos, European Dynamics: Semantics – Interop...European Data Forum
Invited Talk of Ioannis Kotsiopoulos, European Dynamics at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Semantics – Interoperability – Integration: A multi-faceted problem
EDF2014: Talk of European Data Innovator Award Winner: Johann Mittheisz, form...European Data Forum
Talk of European Data Innovator Award Winner: Johann Mittheisz, former CIO of the City of Vienna, Austria, at the European Data Forum 2014, 19 March 2014 in Athens, Greece: European Data Innovator (EDI) Award 2014
Catch! Workshop concept 4 - Transforming Home-to-School transport with target...Peter Lindgren
Team A impressed the judges at the Catch! Transport Systems Innovation Workshop with their plan to transform Home to School service provision by using detailed data to optimise routing and evaluate interventions. They proposed to use the app and facts it reveals to capture the energy and persistence of children and turn them into agents of behaviour change!
Openness and transparency of data in EU Structural and Investment Funds – an overview
Carlo Amati, Simona De Luca e Chiara A. Ricci
15th INFORM network meeting
Lille, 23th June 2015
EDF2014: Ralf-Peter Schaefer, Head of Traffic Product Unit, TomTom, Germany: ...European Data Forum
Industry Keynote Talk by Ralf-Peter Schaefer, Head of Traffic Product Unit, TomTom, Germany at the European Data Forum 2014, 20 March 2014 in Athens, Greece: Probe Data Analytics and Processing for Traffic Information, Traffic Planning and Traffic Management.
BDE_SC4_WS3_7_Josep Maria Salanova - The Mobility Use Case in ThessalonikiBigData_Europe
BigDataEurope SC4 Workshop: BigDataEurope and the Societal Challenge on Transport on 14th September 2017
Presentation: BigDataEurope Mobility Use Case in Thessaloniki
EDF2014: Kush Wadhwa, Senior Partner, Trilateral Research & Consulting: Addre...European Data Forum
Selected Talk by Kush Wadhwa, Senior Partner, Trilateral Research & Consulting at the European Data Forum 2014, 20 March 2014 in Athens, Greece: Addressing risks and opportunities engendered by big data: The BYTE project
Leveraging Big Data to Manage Transport Operations (LeMO) project will address these issues by investigating the implications of the utilisation of such big data to enhance the economic sustainability and competitiveness of European transport sector. The project will study and analyse big data in the European transport domain in particular with respect to five transport dimensions: mode, sector, technology, policy and evaluation. LeMO will accomplish this by conducting a series of case studies, in order to provide recommendations on the prerequisites of effective big data implementation in the transport field.
EDF2014: Talk of Ksenia Petrichenko, Building Policy Analyst, Global Building...European Data Forum
Invited Talk of Ksenia Petrichenko, Building Policy Analyst, Global Buildings Performance Network at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Making a ‘black box’ transparent: role of the open data in the building sector
EDF2014: Michele Vescovi, Researcher, Semantic & Knowledge Innovation Lab, It...European Data Forum
Selected Talk by Michele Vescovi, Researcher, Semantic & Knowledge Innovation Lab, Italy at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Toward Personal Big Data passing through user Transparency, Control and Awareness: a Living-Lab Experience
EIF and NIFO connecting public administrations, businesses, and citizensOpen Knowledge Belgium
Presentation Miguel Alvarez Rodriguez by at Open Belgium 2018 - http://2018.openbelgium.be/session/eif-and-nifo-connecting-public-administrations-businesses-and-citizens
EDF2014: Talk of Ioannis Kotsiopoulos, European Dynamics: Semantics – Interop...European Data Forum
Invited Talk of Ioannis Kotsiopoulos, European Dynamics at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Semantics – Interoperability – Integration: A multi-faceted problem
EDF2014: Talk of European Data Innovator Award Winner: Johann Mittheisz, form...European Data Forum
Talk of European Data Innovator Award Winner: Johann Mittheisz, former CIO of the City of Vienna, Austria, at the European Data Forum 2014, 19 March 2014 in Athens, Greece: European Data Innovator (EDI) Award 2014
Catch! Workshop concept 4 - Transforming Home-to-School transport with target...Peter Lindgren
Team A impressed the judges at the Catch! Transport Systems Innovation Workshop with their plan to transform Home to School service provision by using detailed data to optimise routing and evaluate interventions. They proposed to use the app and facts it reveals to capture the energy and persistence of children and turn them into agents of behaviour change!
Openness and transparency of data in EU Structural and Investment Funds – an overview
Carlo Amati, Simona De Luca e Chiara A. Ricci
15th INFORM network meeting
Lille, 23th June 2015
EDF2014: Ralf-Peter Schaefer, Head of Traffic Product Unit, TomTom, Germany: ...European Data Forum
Industry Keynote Talk by Ralf-Peter Schaefer, Head of Traffic Product Unit, TomTom, Germany at the European Data Forum 2014, 20 March 2014 in Athens, Greece: Probe Data Analytics and Processing for Traffic Information, Traffic Planning and Traffic Management.
BDE_SC4_WS3_7_Josep Maria Salanova - The Mobility Use Case in ThessalonikiBigData_Europe
BigDataEurope SC4 Workshop: BigDataEurope and the Societal Challenge on Transport on 14th September 2017
Presentation: BigDataEurope Mobility Use Case in Thessaloniki
EDF2014: Kush Wadhwa, Senior Partner, Trilateral Research & Consulting: Addre...European Data Forum
Selected Talk by Kush Wadhwa, Senior Partner, Trilateral Research & Consulting at the European Data Forum 2014, 20 March 2014 in Athens, Greece: Addressing risks and opportunities engendered by big data: The BYTE project
Leveraging Big Data to Manage Transport Operations (LeMO) project will address these issues by investigating the implications of the utilisation of such big data to enhance the economic sustainability and competitiveness of European transport sector. The project will study and analyse big data in the European transport domain in particular with respect to five transport dimensions: mode, sector, technology, policy and evaluation. LeMO will accomplish this by conducting a series of case studies, in order to provide recommendations on the prerequisites of effective big data implementation in the transport field.
EDF2014: Talk of Ksenia Petrichenko, Building Policy Analyst, Global Building...European Data Forum
Invited Talk of Ksenia Petrichenko, Building Policy Analyst, Global Buildings Performance Network at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Making a ‘black box’ transparent: role of the open data in the building sector
EDF2014: Michele Vescovi, Researcher, Semantic & Knowledge Innovation Lab, It...European Data Forum
Selected Talk by Michele Vescovi, Researcher, Semantic & Knowledge Innovation Lab, Italy at the European Data Forum 2014, 19 March 2014 in Athens, Greece: Toward Personal Big Data passing through user Transparency, Control and Awareness: a Living-Lab Experience
EIF and NIFO connecting public administrations, businesses, and citizensOpen Knowledge Belgium
Presentation Miguel Alvarez Rodriguez by at Open Belgium 2018 - http://2018.openbelgium.be/session/eif-and-nifo-connecting-public-administrations-businesses-and-citizens
European study on Monitoring e-accessibility 2009-2011
Similar to "Towards Value-Centric Big Data" e-SIDES Workshop - "Responsible Research: Analytics when dealing with personal and personalised mobility data: Track&Know", Prof. Ansar Yasar
Professor Isam Shahrour Summer Course « Smart and Sustainable City » Chapter...Isam Shahrour
This lecture presents the Smart City Concept. It includes presentation of the city challenges, the response of the Smart City to these challenges, the Smart City concept, a survey of the smart city development in the world and the methodology of the implementation of this concept.
OpenTransportNet: Stimulating Innovation with Open Geographic Information21cConsultancy_2012
The increasing availability of open Geographic Information (GI) presents a new opportunity for European Private and Public stakeholders, especially SMEs, to extract extra value from Open Data due to the fact that a vast amount of information has direct or indirect spatial references that open up new ways of interpreting it.
The Business Case for Smart Cities
• What is a Smart City?
• Where are the Smart Cities?
• Does Smart = Sustainable?
• How can the investment be justified?
• How can success be measured?
BE-GOOD is a pioneering project aiming to unlock, re-use and extract value from Public Sector Information (PSI) to develop innovative data-driven services in the area of infrastructure & environment.
BE-GOOD’s main outputs: 10 novel commercial PSI-based services prototyped operationally, with the aim to commercialise 5.
Examples: applications, visualisations, software, algorithms for traffic management, air and water quality monitoring, infrastructure maintenance planning.
http://www.nweurope.eu/begood
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
Presentation delivered Raj Mack, Head of Digital Birmingham, to a delegation of senior officials from the Government of Madhya Pradesh, India on 24 September 2015 in Birmingham.
Towards High-Value Datasets determination for data-driven development: a syst...Anastasija Nikiforova
Slides for the talk delivered as part of EGOV-CeDEM-ePart 2023 (EGOV2023) conference, aimed at examining how HVD determination has been reflected in the literature over the years and what has been found by these studies to date, incl. the indicators used in them, involved stakeholders, data-related aspects, and frameworks, which was done by conducting a Systematic Literature Review.
Read the paper here -> https://link.springer.com/chapter/10.1007/978-3-031-41138-0_14
The Roadmap to a Lifesaving Digital EcosystemWilliam Roberts
This report details the work the Royal National Lifeboat Institution Innovation Team undertook to explore how the emerging ecosystem of people, devices, software and enterprises could be leveraged to help save life. The report gathers insight from over 50 subject matter experts from a myriad of technical disciplines and sectors and sets a strong foundation for an exciting few years of technological development, innovation and demonstration.
PrepData4Mobilty Data Gap Analysis - Approach and Discussion.pptxFIWARE
Europe is on its way to generate and make use of more data than ever. The project PrepDSpace4Mobility aims at contributing to the development of the common European mobility data space by supporting the creation of a technical infrastructure that will facilitate easy, cross-border access to key data for both passengers and freight. Given the enormous potential of data and digital technologies, the project is expected to have a positive impact on European competitiveness, society, and the environment.
We invited experts in the field of mobility, transport and data space technology to join PrepDSpace4Mobility expert workshop #1 to learn more about the preliminary results of the project and give early feedback in order to sharpen the focus as needed and requested from the real market.
Project PrepDSpace4Mobility is Funded by the European Union and coordinated by acatech (Germany), activities are carried out by Amadeus SAS (France), EIT Urban Mobility, an initiative of the European Institute of Innovation and Technology, a body of the European Union, (Spain), FIWARE (Germany), FhG (Germany), IDSA (Germany), iSHARE (Netherlands), TNO (Netherlands), USI (Germany), VTT (Finland), EMTA (France), Group ADP (France), KU Leuven (Belgium), ERTICO (Belgium), BAST (Germany), UIH (Hungary), and MDS (Germany).
Professor Mark Birkin introduces the CDRC and discusses the potential for collaboration with the Obesity Network.
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"Towards Value-centric Big Data: Community Position Paper" Daniel Bachlechner...e-SIDES.eu
e-SIDES team attended the last edition of the IFIP Summer School and moderated the session "Towards Privacy-Preserving Big Data Analytics".
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e-SIDES Community Position Paper User Manuale-SIDES.eu
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This presentation introduces the Community Position Paper, and provides detailed instruction about the collaborative editing process.
"Towards Value-Centric Big Data" e-SIDES Workshop - Slide-decke-SIDES.eu
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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.
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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.
【社内勉強会資料_Octo: An Open-Source Generalist Robot Policy】
"Towards Value-Centric Big Data" e-SIDES Workshop - "Responsible Research: Analytics when dealing with personal and personalised mobility data: Track&Know", Prof. Ansar Yasar
1. Big Data for Mobility Tracking Knowledge Extraction in Urban Areas
(Track&Know)
Prof. Ansar Yasar
University of Hasselt, BE
1
This project has received funding from the European Union’s Horizon 2020 research and innovation
programme under the Grant Agreement No 780754.
Towards Value-Centric Big Data:
Connect People, Processes and
Technology
3. 3
T&K Vision
Track&Know will research, develop and exploit a
new software framework that aims at increasing
the efficiency of Big Data applications in the
transport, mobility, motor insurance and health
sectors.
Stemming from industrial cases, Track&Know will
develop user friendly toolboxes that will be
readily applicable in the addressed markets.
T&K vision is in accordance with …
• the EU Big Data Value Reference model
• the US Big Data Reference Architecture
model
Source: NIST Big Data Interoperability
Framework: Volume 6, Reference
Architecture, v.2, Jun. 2018.
https://doi.org/10.6028/NIST.SP.1500-6r1
Source: European Big Data Value Strategic Research
Innovation Agenda (SRIA), v.4.0, Oct. 2017.
http://bdva.eu/sites/default/files/BDVA_SRIA_v4_Ed1.1.pdf
Towards Value-Centric Big Data: Connect People, Processes and Technology, Belgium, Brussels 2/4/19
4. 4
• Platform to handle heterogeneous
streaming and archival data through
the use of newly created toolboxes
• Software Toolboxes, i.e.
• data-intensive computing
• interoperability
• usability
• standardisation
• All data from streaming and archival
data sources, as well as results from
toolboxes can take full benefit of the
computations of others, also taking advantage of seamless interoperability between their results.
• Platform Architecture
T&K Big Data Platform
Towards Value-Centric Big Data: Connect People, Processes and Technology, Belgium, Brussels 2/4/19
5. 5
• GPS location data from vehicle black boxes (provided by
Octo Telematics)
• Business cases:
• Insurance: using historic telematics, environmental, demographic
and geographic information, … gain
in-depth and accurate crash probability estimation
• Electric Cars: (i) cost-benefit of a switching to an electric car
mobility; (ii) matching global charging times and charging points to
drivers’ habits
• Car Pooling: (i) park decreasing due to sharable routes; (ii) cost-
benefit of switching to a sharing mobility paradigm; (iii) likelihood of
finding a proper sharable route that matches time and geographical
zone
• Case studies: London (metropolitan city), Rome (metropolitan city),
Tuscany, Italy (country-urban mixed area)
Insurance Domain Pilot
Sistematica S.p.A
BIG DATA VALUE FORUM 2018 – Workshop 2.3 Policy issues, opportunities and barriers in big data-driven transport Vienna Austria 14/11/18
Towards Value-Centric Big Data: Connect People, Processes and Technology, Belgium, Brussels 2/4/19
6. 6
• GPS and other sensor data (incl. fuel level and driver
behavior data) from vehicles (tracks) and their drivers
• Business objectives:
• Predictive maintenance
• Anomaly detection, reduction of false alarms
• Correlation of Fleet Data with external
Weather and Traffic services
• Fleet costs reduction
• Fleet downtime reduction
• Fleet response time improvement
• Improve driver behavior and reduce
accidents
• Datasets are geographically situated in Greece,
Albania, Cyprus and few in various EU countries
Fleet Management Domain
Vodaphone Innovus
Images produced by FRHF (Apr. 2018)
Towards Value-Centric Big Data: Connect People, Processes and Technology, Belgium, Brussels 2/4/19
7. 7
• A complete set of 5 years data from Obstructive Sleep Apnoea
(OSA) patients
• Business objectives:
• Improvement of response times (increasing new patients, follow-
up patients)
• Reduction of unnecessary travel (reduce patient travel distances,
courier costs, CO2 emissions
• Cost efficiency gains
• New methods of OSA diagnoses based on driver behaviour
• Datasets are geographically situated in London area and
Cambridge, UK
• OSA increases risks of strokes and other cardiovascular diseases.
• An OSA diagnoses results in the suspension of ones driving license
Medical Service Optimisation
(a) Network of Outreach Clinics staffed by PAP
(b) Patient Journeys in 2018 to get access to OSA service
Royal Papworth Hospital
Towards Value-Centric Big Data: Connect People, Processes and Technology, Belgium, Brussels 2/4/19
(a)
(b)
Images produced by ILS (Jan. 2019)
8. Medical Pilot Data Collection
• This pilots utilizes patient mobility information for two purposes:
• Reallocating resources to better cover the catchment area based on geo-
spatial analysis of pervious patient journeys and population propensity
• Provide a proof-of-concept approach to (a) study the effects and (b) better
diagnose obstructive sleep apnoea by collecting real-time driver behaviour
using an App on the patients phone
• Personal Information is not unavoidable it is required to get a clear
understanding
• Pseudo anonymisation is possible however enough points of information
exist to make de-anonymisation trivial.
8Towards Value-Centric Big Data: Connect People, Processes and Technology, Belgium, Brussels 2/4/19
9. Measures in place to ensure protection of
Citizen Data
• Better than industry standard security and encryption procedures
• Very limited access to the data
• High-levels of encryption of data at transmit, process and storage phases
• Testing data for biases before making available on the platform
• Ethical and informed processes to identify biases created by historic, socio-
demographics, and geo-political factors
• Informed consent of patients through:
• Training patient facing staff to adequately inform patients of the aims and
expected outcomes of the research, what data is being collected, all actors
involved, and how the data is handled and processed
• Involvement of citizen advocacy and support groups as active stakeholders in the
research process to help identify the potential of disenfranchisement of citizens
by adopted research practices
• A robust and continuous ethical process review process to monitor data, tasks,
outcomes and deliverables 9Towards Value-Centric Big Data: Connect People, Processes and Technology, Belgium, Brussels 2/4/19
10. Further Ethical Considerations
• Un-identified significant data biases not detected or fully understood
at this stage, but adversely affect results of our tools once ‘out in the
wild’ – Significant commercialisation and exploitation plan
• Duty of care to report occurrences of OSA behaviour found in non-
medical pilot driver behaviour data to relevant authority VS affecting
a professional drivers livelihood/affecting insurance rate of citizens.
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WE DON’T HAVE ALL THE ANSWERS… YET
Towards Value-Centric Big Data: Connect People, Processes and Technology, Belgium, Brussels 2/4/19
11. Thank You
Project Manager and Point of Contact
Dr Ibad Kureshi
ibad.kureshi@inlecomsystems.com
Inlecom BVBA, BE
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This project has received funding from the European Union’s Horizon 2020 research and innovation
programme under the Grant Agreement No 780754.