Shuhua Liu Senior Research Fellow, Docent Arcada Universitty of Applied Sciences. KaTuMetro Kickoff Seminar, University of Helsinki
|
|
- Buck Norris
- 6 years ago
- Views:
Transcription
1 Intelligent Methods and Models for Mining Community Knowledge: Enabling enriched Understanding of Urban Development in Helsinki Metropolitan Region with Social Intelligence Shuhua Liu Senior Research Fellow, Docent Arcada Universitty of Applied Sciences KaTuMetro Kickoff Seminar, University of Helsinki
2 Motivation and Objectives (1) Social media as potentially useful source of information and community knowledge relevant to urban development issues of Helsinki metropolitan region Modern day citizens generate large amount of information about where they are and what they are doing on social media, leaving marks and notes of their interaction with the urban environment. Conventional data More reliable, but expensive to collect, labour intensive, slow, do not scale easily Relatively sparse data, coarse location granularity Minimal context Social media data Cheaper, easier and faster to collect, massive amount, timely Geo-tagged data, fine-grained location data Richer demographics, more context Biases in data, Twitter bots, privacy implications
3 Motivation and Objectives (2) Regional development issues University of Helsinki, Dr. Maria Salonen, Prof. Tuuli Toivonen Cycling planning: understanding mobility patterns of people (summer vs winter), social media presence of cycling issues Green infrastructure and tourism resources Latest breakthrough developments in AI, deep learning methods and tools are empowering automated tools for social media content analysis. Objectives Exploring the potential and possibilities of using social media data to enrich our understanding of cities Developing methods, models and tools for extracting content and sentiment information from social media data Enabling innovative analytical approaches in urban planning
4 Research Questions, Tasks and Activities What types of information are potentially useful community knowledge relevant for the planning of cycling as well as green infrastructure and tourism resources in the region? information requirements and data collection How to automatically identify and extract the relevant parts and pieces of information from different social media content? methods, models and tools How to make use of the extracted information in urban planning and decision support? application cases How do the models perform? What are the pros and cons of the methods, models and tools? testing and validation Close collaboration with University of Helsinki
5 Social Media Content Analysis using AI Methods LDA Topic modelling and visualization Discover hidden thematic structure in large text collection, extract topics Sentiment/attitude analysis Lexicon-based and learning based sentiment analysis Entity extraction, Event extraction Deep Learning models and tools Recurrent NN, TensorFlow Transfer learning built upon successful deep neural network models Different models for different types of source data and different information to be extracted Handling Finnish and Swedish text Joint analysis of text and image data
6 Outputs, Dissemination and Potential Impacts State-of-the-art research results, international conferences, open source software prototypes Project meetings, workshops/seminars, social media, web sites, to engage our stakeholders and wider audience Bring advanced data technology developments and innovations closer to urban development and to public decision making. Hope to open up new possibilities for our stakeholders in enriching and enhancing decision process in urban planning, and developing better understanding of regional resources and development issues; also useful for companies in the region Contribute to the intelligent infrastructures needed to build smart city services
7 Thanks!
8
AI powering Corporate Communications
AI powering Corporate Communications Media Analysis & Insights December 2018 HUMANS MEET AI Artificial intelligence (AI) is the ability of computers to understand certain aspects of the natural world,
More informationDIGITAL TECHNOLOGY, ECONOMIC DIVERSIFICATION AND STRUCTURAL TRANSFORMATION XIAOLAN FU OXFORD UNIVERSITY
DIGITAL TECHNOLOGY, ECONOMIC DIVERSIFICATION AND STRUCTURAL TRANSFORMATION XIAOLAN FU OXFORD UNIVERSITY EXPONENTIAL TECHNOLOGICAL CHANGE ARTIFICIAL INTELLIGENCE Alpha Go Driverless car, ROBOTICS Smart
More informationSummer Schools Tomorrow s Digital Innovators and Entrepreneurs
Summer Schools 2017 @EIT_Digital Tomorrow s Digital Innovators and Entrepreneurs EIT Digital Summer Schools 2017 A key component in EIT Digital Master School students innovation and entrepreneurship education
More informationIESE Cities in Motion: What is a Smart City?
IESE Cities in Motion: What is a Smart City? Prof. Joan E. Ricart II International Conference PPP for Cities Barcelona, November, 2016 We live in an Urban World Some cities are becoming smarter but What
More informationVIEW POINT CHANGING THE BUSINESS LANDSCAPE WITH COGNITIVE SERVICES
VIEW POINT CHANGING THE BUSINESS LANDSCAPE WITH COGNITIVE SERVICES Abstract We no longer live in a world where automation is rare and predictive technology is new. In today s digital world, customers and
More informationArtificial Intelligence: pros and cons
Artificial Intelligence: pros and cons PhD Milagros Gutierrez PhD Luciana Ballejos Eng. Guadalupe Gramajo R&D Center in Information Systems Engineering Facultad Regional Santa Fe Universidad Tecnológica
More informationTop Manufacturing & Construction Technology Trends. Finding agility, security and connectivity to keep up with today s fast-paced market
Top Manufacturing & Construction Technology Trends Finding agility, security and connectivity to keep up with today s fast-paced market Your guide to greater productivity Your business needs to balance
More informationDevelopment and Integration of Artificial Intelligence Technologies for Innovation Acceleration
Development and Integration of Artificial Intelligence Technologies for Innovation Acceleration Research Supervisor: Minoru Etoh (Professor, Open and Transdisciplinary Research Initiatives, Osaka University)
More informationHorizon Catherine Holt, Innovate UK
Horizon 2020 Catherine Holt, Innovate UK Horizon 2020 The Basics The EU s research and innovation programme A budget of nearly 80 billion over 7 years (2014 to 2020) Aims to drive economic growth and create
More informationPractical Big Data Science
Practical Big Data Science Max Berrendorf Felix Borutta Evgeniy Faerman Prof. Dr. Thomas Seidl Lehrstuhl für Datenbanksysteme und Data Mining Ludwig-Maximilians-Universität München 12.04.2018 Berrendorf,
More informationFINNISH CENTER FOR ARTIFICIAL INTELLIGENCE
#AIDayFinland FINNISH CENTER FOR ARTIFICIAL INTELLIGENCE Samuel Kaski & the FCAI preparation team http://fcai.fi 2 EXPONENTIAL GROWTH STARTS SLOWLY BUT THEN ARTIFICIAL INTELLIGENCE Recent breakthroughs
More informationThe 2 nd Annual Career Development Stakeholders Conference. The Fourth Industrial The future of work 28 June 2018
The 2 nd Annual Career Development Stakeholders Conference The Fourth Industrial The future of work 28 June 2018 Mechanization, Steam power, weaving loom Mass production, assembly line, electrical energy
More informationPublic Sector Future Scenarios
Public Sector Future Scenarios Two main scenarios have been generated as a result of the scenario building exercise that took place in the context of the SONNETS project, as follows: Probable Scenario
More informationSmart Management for Smart Cities. How to induce strategy building and implementation
Smart Management for Smart Cities How to induce strategy building and implementation Why a smart city strategy? Today cities evolve faster than ever before and allthough each city has a unique setting,
More informationCreating synergies among the civil, academic, public and private sectors
Creating synergies among the civil, academic, public and private sectors - How can we implement a user-driven bottom-up approach in building Smart Mobility solutions? Brendon Clark, PhD Studio director,
More informationUsing Deep Learning for Sentiment Analysis and Opinion Mining
Using Deep Learning for Sentiment Analysis and Opinion Mining Gauging opinions is faster and more accurate. Abstract How does a computer analyze sentiment? How does a computer determine if a comment or
More informationSpace Challenges Preparing the next generation of explorers. The Program
Space Challenges Preparing the next generation of explorers Space Challenges is the biggest free educational program in the field of space science and high technologies in the Balkans - http://spaceedu.net
More informationHow Innovation & Automation Will Change The Real Estate Industry
How Innovation & Automation Will Change The Real Estate Industry A Conversation with Mark Lesswing & Jeff Turner People worry that computers will get too smart & take over the world, but the real problem
More informationInnovation and the Future of Finance
December 4, 2017 Bank of Japan Innovation and the Future of Finance Remarks at the Paris EUROPLACE Financial Forum in Tokyo Haruhiko Kuroda Governor of the Bank of Japan I. Paris International Expositions
More informationSharing Session Smart City
www.pwc.com Sharing Session Smart City The Hong Kong-America Center 16 September 2017 Hong Kong and other cities are increasingly recognising the role of innovation and technology in enhancing all areas
More information9 th AU Private Sector Forum
9 th AU Private Sector Forum Robotics & Artificial Intelligence in the African Context 13-15 November 2017 Kefilwe Madingoane Director: and Policy Group Sub-Sahara and Southern Africa Intel Corporation
More informationSMART CITY VNPT s APPROACH & EXPERIENCE. VNPT Group
SMART CITY VNPT s APPROACH & EXPERIENCE VNPT Group Thanh Hoa, 5 th July 2018 1 SmartCity AGENDA 1 Technology context for Smart City 2 VNPT s Approach for Smart City 3 VNPT s Experience in Smart City Development
More informationCitizens' Observatories & Crowdsourcing Novel ways to engage citizens in science and environmental policy-making
Citizens' Observatories & Crowdsourcing Novel ways to engage citizens in science and environmental policy-making Geospatial World Forum-INSPIRE Conference Lisbon, 29 th May 2015 José Miguel RUBIO IGLESIAS
More informationPrivacy Preserving, Standard- Based Wellness and Activity Data Modelling & Management within Smart Homes
Privacy Preserving, Standard- Based Wellness and Activity Data Modelling & Management within Smart Homes Ismini Psychoula (ESR 3) De Montfort University Prof. Liming Chen, Dr. Feng Chen 24 th October 2017
More informationCanada-Italy Innovation Award Call for Proposals
Embassy of Canada to Italy Canada-Italy Innovation Award 2018 Public Affairs and Advocacy www.canada.it Canada-Italy Innovation Award 2018 Call for Proposals Overview The Embassy of Canada to Italy is
More informationtechnologies, Gigaom provides deep insight on the disruptive companies, people and technologies shaping the future for all of us.
September 21-23 Austin, Texas LEADER S SUMMIT Partner Kit As the leading global voice on emerging technologies, Gigaom provides deep insight on the disruptive companies, people and technologies shaping
More informationTolga Artan
International Brokerage Event Brussels, 26-27/10/2017 Tolga Artan tartan@luckyeye.com Description of the Organization LuckyEye, is an innovative provider of the Artificial Intelligence (AI) solutions and
More informationApplication of AI Technology to Industrial Revolution
Application of AI Technology to Industrial Revolution By Dr. Suchai Thanawastien 1. What is AI? Artificial Intelligence or AI is a branch of computer science that tries to emulate the capabilities of learning,
More informationDG Joint Research Centre (JRC)
DG Joint Research Centre (JRC) Innovation Camps & Science meets Parliament Brussels, 6 December 2017 Moritz Haller Ivan Kalburov Interinstitutional, International Relations and Outreach Unit Joint Research
More informationAssessment of Smart Machines and Manufacturing Competence Centre (SMACC) Scientific Advisory Board Site Visit April 2018.
Assessment of Smart Machines and Manufacturing Competence Centre (SMACC) Scientific Advisory Board Site Visit 25-27 April 2018 Assessment Report 1. Scientific ambition, quality and impact Rating: 3.5 The
More informationJob Title: DATA SCIENTIST. Location: Champaign, Illinois. Monsanto Innovation Center - Let s Reimagine Together
Job Title: DATA SCIENTIST Employees at the Innovation Center will help accelerate Monsanto s growth in emerging technologies and capabilities including engineering, data science, advanced analytics, operations
More informationHorizon Scanning. Why & how to launch it in Lithuania? Prof. Dr. Rafael Popper
VTT TECHNICAL RESEARCH CENTRE OF FINLAND LTD Horizon Scanning Why & how to launch it in Lithuania? Prof. Dr. Rafael Popper Principal Scientist in Business, Innovation and Foresight VTT Technical Research
More informationElaboration of Smart City Indicators System as a Guideline and a Common Framework for Implementation of Smart City Initiatives in the APEC Region
Elaboration of Smart City Indicators System as a Guideline and a Common Framework for Implementation of Smart City Initiatives in the APEC Region 45th Energy Working Group Meeting Samui Island, Thailand
More informationMission: Materials innovation
Exploring emerging scientific fields: Big data-driven materials science Developments in methods to extract knowledge from data provide unprecedented opportunities for novel materials discovery and design.
More informationLatvia DATA DRIVEN PUBLIC SERVICE DELIVERY
Latvia DATA DRIVEN PUBLIC SERVICE DELIVERY Edmunds Belskis Deputy State Secretary Ministry of Environmental Protection and Regional Development, Latvia 01 Digitally enabled nation Among global leaders
More informationA Reconfigurable Citizen Observatory Platform for the Brussels Capital Region. by Jesse Zaman
1 A Reconfigurable Citizen Observatory Platform for the Brussels Capital Region by Jesse Zaman 2 Key messages Today s citizen observatories are beyond the reach of most societal stakeholder groups. A generic
More informationIntegrating CFD, VR, AR and BIM for Design Feedback in a Design Process An Experimental Study
Integrating CFD, VR, AR and BIM for Design Feedback in a Design Process An Experimental Study Nov. 20, 2015 Tomohiro FUKUDA Osaka University, Japan Keisuke MORI Atelier DoN, Japan Jun IMAIZUMI Forum8 Co.,
More informationBig Intelligence : Towards Intelligent Computing System in the 21 st Century
Big Intelligence : Towards Intelligent Computing System in the 21 st Century Tomotake Sasaki Big Intelligence Project Fujitsu Laboratories Ltd. 0 Big Intelligence and the World It Will Shape Physical Space
More informationDisrupting our way to a Very Human City
Disrupting our way to a Very Human City Zagreb Forum 2017 Technology Park Zagreb 20 th November 2017 Steve Wells COO, Fast Future Publishing steve@fastfuturepublishing.com Image: http://www.bbc.com Through
More informationSix Steps to MDM Success
Six Steps to MDM Success Content Intro The Six Steps 1. Assess business readiness for MDM 2. Identify Master Data needs of the business 3. Create a strategic MDM vision 4. Assess current MDM capabilities
More informationBeyond Smart Cities Innovation and Sustainability: How Do Cities Know?
Beyond Smart Cities Innovation and Sustainability: How Do Cities Know? Tim Campbell, PhD Chairman, Urban Age Institute 7 January 2010 Content What are smart cities? The need to know and the underground
More informationBI TRENDS FOR Data De-silofication: The Secret to Success in the Analytics Economy
11 BI TRENDS FOR 2018 Data De-silofication: The Secret to Success in the Analytics Economy De-silofication What is it? Many successful companies today have found their own ways of connecting data, people,
More informationThe Emerging Economy 2030:
The Emerging Economy 2030: Some initial explorations Public Service Foresight Network 22 July 2016 2 THE HORIZONS FORESIGHT METHOD Identify the issue or problem of interest Consider the larger system(s)
More informationRadio Deep Learning Efforts Showcase Presentation
Radio Deep Learning Efforts Showcase Presentation November 2016 hume@vt.edu www.hume.vt.edu Tim O Shea Senior Research Associate Program Overview Program Objective: Rethink fundamental approaches to how
More informationREAL Momentum: How Emerging Technologies Will Change our World
WELCOME TO THE REAL WORLD REAL Momentum: How Emerging Technologies Will Change our World Presented by Lisa Stanley Meet Our Speaker Lisa Stanley Chief Executive Officer OSCRE International Lisa.Stanley@oscre.org
More informationICT in HORIZON 2020 Societal Challenges
ICT in HORIZON 2020 Societal Challenges The New EU Framework Programme for Research and Innovation 2014-2020 Draft Pending Committee Opinion and Commission Decision Pierre Chastanet DG CONNECT Three priorities
More informationEuropean Cooperation in Science and Technology (COST): An opportunity for cities
European Cooperation in Science and Technology (COST): An opportunity for cities Cities of knowledge, smart cities international experience in managing knowledge in cities Mickael Pero Capital Fort Sofia
More informationEnriching Students Smart Grid Experience Using Programmable Devices
Enriching Students Smart Grid Experience Using Devices Mihaela Radu, Ph.D. Assist. Prof. Electrical & Computer Engineering Technology Department Public Seminar Coordinator, Renewable Energy and Sustainability
More informationSMART CITIES. Prof. Dr. Eric DUBOIS Director, IT for Innovative Services Department (ITIS) ICT Spring Luxembourg City, May 16, 2018
SMART CITIES Prof. Dr. Eric DUBOIS Director, IT for Innovative Services Department (ITIS) ICT Spring Luxembourg City, May 16, 2018 AGENDA What is LIST Our understanding of Smart Cities Working on the Smart
More informationWhat are the living labs and how to create one? Intgen Project Meeting The 4th June 2015 Dr. Lauri Tuomi
What are the living labs and how to create one? Intgen Project Meeting The 4th June Dr. Lauri Tuomi Content of the presentation Open Innovation and Living Labs world wide Open Living Lab cases Conclusions
More informationWhy Foresight: Staying Alert to Future Opportunities MARSHA RHEA, CAE, PRESIDENT, SIGNATURE I, LLC
Why Foresight: Staying Alert to Future Opportunities MARSHA RHEA, CAE, PRESIDENT, SIGNATURE I, LLC 1 5 Reasons to Earn an A in Exploring the Future 1. Avoid ignorance: Don t be the last to know. 2. Anticipate:
More informationJOINT KEYNOTE NAVIGATING THE AI JOURNEY: THE OVUM-AMDOCS AI MATURITY ASSESSMENT MODEL
JOINT KEYNOTE NAVIGATING THE AI JOURNEY: THE OVUM-AMDOCS AI MATURITY ASSESSMENT MODEL E D E N Z O L L E R Principal Analyst, Consumer Services Ovum M A T T H E W D O W L I N G Head of Marketing, Western
More informationOpen access to research data in a European policy context
Open access to research data in a European policy context Daniel Spichtinger DG Research & Innovation, European Commission RECODE final conference Thursday, January 15th Open access as part of Open Science
More informationHow to write a Successful Proposal
How to write a Successful Proposal PART 1 The Workprogramme and the Calls What is the WorkProgramme What is a Call How do I find a Call How do I read a Call The ICT 15 2014: The exercise PART 2 Proposal
More informationThe A.I. Revolution Begins With Augmented Intelligence. White Paper January 2018
White Paper January 2018 The A.I. Revolution Begins With Augmented Intelligence Steve Davis, Chief Technology Officer Aimee Lessard, Chief Analytics Officer 53% of companies believe that augmented intelligence
More informationHigh Performance Computing Systems and Scalable Networks for. Information Technology. Joint White Paper from the
High Performance Computing Systems and Scalable Networks for Information Technology Joint White Paper from the Department of Computer Science and the Department of Electrical and Computer Engineering With
More informationThe Evolution of Artificial Intelligence in Workplaces
The Evolution of Artificial Intelligence in Workplaces Cognitive Hubs for Future Workplaces In the last decade, workplaces have started to evolve towards digitalization. In the future, people will work
More informationBATTELLE AND THE SMART CITY. Turning vision into reality for tomorrow s urban environments.
BATTELLE AND THE SMART CITY Turning vision into reality for tomorrow s urban environments. THE CITY OF THE HOSPITAL SCHOOL What makes a Smart City? It s connected. Responsive. Intelligent. It s an environment
More informationThe Future of AI. Martha Czernuszenko Samuel Gutierrez Ashlynn Tucker Ethany Thomas
The Future of AI Martha Czernuszenko Samuel Gutierrez Ashlynn Tucker Ethany Thomas Martha Czernuszenko Samuel Gutierrez Ashlynn Tucker Ethany Thomas To empower every person and every organization on the
More informationNavigating the AI Adoption Minefield Pitfalls, best practices, and developing your own AI roadmap April 11
Navigating the AI Adoption Minefield Pitfalls, best practices, and developing your own AI roadmap April 11 Presenter: Cosmin Laslau, Director of Research Products, Lux Research Agenda 1 2 3 Why you yes,
More informationPURPOSE OF THIS EBOOK
A RT I F I C I A L I N T E L L I G E N C E A N D D O C U M E N T A U TO M AT I O N PURPOSE OF THIS EBOOK In recent times, attitudes towards AI systems have evolved from being associated with science fiction
More informationVorwerk Thermomix C O N S U L T A N C Y C A S E S T U D Y
Vorwerk Thermomix C O N S U L T A N C Y C A S E S T U D Y OVERVIEW Click to add text SCALING AN ONLINE COMMUNITY TO A GLOBAL LEVEL Since the release of the Thermomix, a powerful food processor, Vorwerk
More informationInitial communication and dissemination plan. Elias Alevizos, Alexander Artikis, George Giannakopoulos. Scalable Data Analytics Scalable Algorithms,
Project Deliverable D2.2 Distribution Scalable Data Analytics Scalable Algorithms, Software Frameworks and Visualisation ICT-2013.4.2a FP7-619435 / SPEEDD Public http://speedd-project.eu/ Initial communication
More informationIEEE Smart Cities Initiative
Forum on Shaping smarter and more sustainable cities: striving for sustainable development goals Rome, Italy, 18-19 May 2016 IEEE Smart Cities Initiative Dario Petri IEEE and University of Trento, Italy
More informationMORE POWER TO THE ENERGY AND UTILITIES BUSINESS, FROM AI.
MORE POWER TO THE ENERGY AND UTILITIES BUSINESS, FROM AI www.infosys.com/aimaturity The current utility business model is under pressure from multiple fronts customers, prices, competitors, regulators,
More informationFriends don t let friends deploy Black-Box models The importance of transparency in Machine Learning. Rich Caruana Microsoft Research
Friends don t let friends deploy Black-Box models The importance of transparency in Machine Learning Rich Caruana Microsoft Research Friends Don t Let Friends Deploy Black-Box Models The Importance of
More informationA New Transit Intermodal Mobility Concept
Mobility on Demand Robert Sheehan, P.E., PTOE Program Manager Multimodal Research Intelligent Transportation Systems Joint Program Office US Department of Transportation What is Mobility on Demand (MOD)?
More informationHARNESSING TECHNOLOGY
HARNESSING TECHNOLOGY TO TRANSFORM PUBLIC SERVICE DELIVERY AND OUTCOMES ACCENTURE PUBLIC SERVICE TECHNOLOGY CONSULTING Remember when public service organizations viewed IT as a cost center separate from
More informationDeveloping a Semantic Content Analyzer for L Aquila Social Urban Network
Developing a Semantic Content Analyzer for L Aquila Social Urban Network Cataldo Musto 13, Giovanni Semeraro 1, Pasquale Lops 1, Marco de Gemmis 1, Fedelucio Narducci 23, Mauro Annunziato 4, Luciana Bordoni
More informationFramework Programme 7
Framework Programme 7 1 Joining the EU programmes as a Belarusian 1. Introduction to the Framework Programme 7 2. Focus on evaluation issues + exercise 3. Strategies for Belarusian organisations + exercise
More informationPanel on Adaptive, Autonomous and Machine Learning: Applications, Challenges and Risks - Introduction
Panel on Adaptive, Autonomous and Machine Learning: Applications, Challenges and Risks - Introduction Prof. Dr. Andreas Rausch Februar 2018 Clausthal University of Technology Institute for Informatics
More informationDigital Government Imperatives of the United Arab Emirates: 92% of Emirati Respondents Believe Online Government Services Have Improved Since 2014
Digital Government Imperatives of the United Arab Emirates: 92% of Emirati Respondents Believe Online Government Services Have Improved Since 2014 UAE ranks second best in its improvement of digital services
More informationMedia technologies. Media is changing and so are we, page 3. Page 16: Smart interaction in mobile and media. Editorial June 6, 2012: Contents
Media technologies N E W S L E T T E R 2 0 1 2 Editorial June 6, 2012: Media is changing and so are we, page 3 Page 16: Smart interaction in mobile and media Media technology event on Tuesday 25.9.2012
More informationIf Bridges Could Talk
If Bridges Could Talk Maria Feng, Reinwick Professor Director, Sensing, Monitoring and Robotics Technology (SMaRT) Lab, Associate Director, NSF IUCRC Center for Energy Harvesting Materials & Systems Columbia
More informationSocial Sciences and Humanities in the Framework Programmes
Social Sciences and Humanities in the Framework Programmes COST Seminar Lisbon, 19 January 2017 Dr. Peter Fisch mail@ Personal background Over 20 years in DG RTD Head of Unit Social sciences and humanities
More informationTECHNOLOGY IMPACT ON ECONOMY AND SOCIETY
TECHNOLOGY IMPACT ON ECONOMY AND SOCIETY ACCENTURE AT VERONA FORUM VARTAN DILANIAN, COUNTRY MANAGING DIRECTOR, ACCENTURE RUSSIA 26 OCTOBER 2018 >> Cumulative capability >> THE COMBINATORIAL EFFECTS OF
More informationUser Research in Fractal Spaces:
User Research in Fractal Spaces: Behavioral analytics: Profiling users and informing game design Collaboration with national and international researchers & companies Behavior prediction and monetization:
More informationDistributed Artificial Intelligence Laboratory. Future in touch. at CeBIT 2014 on March, 10th to 14th, Hall 9, Booth A 44
EN Distributed Artificial Intelligence Laboratory Future in touch at CeBIT 2014 on March, 10th to 14th, Hall 9, Booth A 44 Distributed Artificial Intelligence Laboratory The DAI-Labor and the associated
More informationWelcome to Forum Virium!
Welcome to Forum Virium! Veera Mustonen, Virium Helsinki 29.11.2017 Veera Mustonen, Forum Forum Virium Helsinki 17.5.2017 London @VeeraIMustonen @ForumVirium @FiksuKalasatama City owned development company.
More informationCO-CREATING SUSTAINABLE CITIES
CO-CREATING SUSTAINABLE CITIES Learn how citizen s co-creation is key in making cities worldwide more sustainable https://www.edx.org/course/co-creating-sustainable-cities-delftx-wageningenx-ams-urb-2x
More informationLooking Forward 2017
CHICAGO, IL Suite 850 35 East Wacker Drive Chicago, IL 60601 Telephone: 312-224-2626 WASHINGTON, DC Suite 700 1444 I Street, NW Washington, DC 20005 Telephone: 202-216-9675 ONLINE Twitter: @associationlab
More informationCIP 2018 Project Outline
Outline Technology Research TR_SUM_1 Summer 1 Jun 2018 31 Aug 2018 Engineering Computer Science 4. Name: Development of Artificial Intelligence Applications To develop Artificial Intelligence based models
More informationSteven King. Storytelling Experience. Leveraging VR, AR and Ai to engage audiences. Professor of Emerging TechnologiesCreating Immersive
1 Steven King Professor of Emerging TechnologiesCreating Immersive Storytelling Experience Leveraging VR, AR and Ai to engage audiences 2 3 4 5 6 7 8 9 10 11 12 13 14 Storytelling with Emerging Technology
More informationDriveSweden KRABAT POLICY LAB. Maria Schnurr, RISE Viktoria VICTA Innovation Bazaar 8 February 2018
DriveSweden KRABAT POLICY LAB Maria Schnurr, RISE Viktoria VICTA Innovation Bazaar 8 February 2018 KRABAT POLICY LAB POLICY LABS IN THE EU Currently, 78 Policy Labs exist in a handful of EU countries Most
More informationThe Privacy Case. Matching Privacy-Protection Goals to Human and Organizational Privacy Concerns. Tudor B. Ionescu, Gerhard Engelbrecht SIEMENS AG
The Privacy Case Matching Privacy-Protection Goals to Human and Organizational Privacy Concerns Tudor B. Ionescu, Gerhard Engelbrecht SIEMENS AG Agenda Introduction Defining the privacy case Privacy-relevant
More informationS3P AGRI-FOOD Updates and next steps. Thematic Partnership TRACEABILITY AND BIG DATA Andalusia
S3P AGRI-FOOD Updates and next steps Thematic Partnership TRACEABILITY AND BIG DATA Andalusia judit.anda@juntadeandalucia.es internacional.viceconsejeria.capder@juntadeandalucia.es Agro food Digital Innovation
More informationTutorial: The Web of Things
Tutorial: The Web of Things Carolina Fortuna 1, Marko Grobelnik 2 1 Communication Systems Department, 2 Artificial Intelligence Laboratory Jozef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia {carolina.fortuna,
More informationThe new deal of data in the data-driven person centric-care
The new deal of data in the data-driven person centric-care Maritta Perälä-Heape, Professor of practice, University of Oulu, Faculty of Medicine, Center for health and technology, Oulu, Finland OuluHealth
More informationTorino Living Lab & Open Incet
Torino Living Lab & Open Incet Open Innovation Center Turin Fabio Sgaragli Open & Social Innovation Manager FONDAZIONE GIACOMO BRODOLINI ITALY S NATIONAL RESEARCH PROGRAMME FOCUSES ON 12 CLUSTERS Smart
More informationBuilding Effective Transnational Partnerships
#01 POLICY BRIEF MAY 2018 Building Effective Transnational Partnerships The Case of Smart Lighting This policy brief examines the requirements for building effective transnational partnerships in different
More informationMSc(CompSc) List of courses offered in
Office of the MSc Programme in Computer Science Department of Computer Science The University of Hong Kong Pokfulam Road, Hong Kong. Tel: (+852) 3917 1828 Fax: (+852) 2547 4442 Email: msccs@cs.hku.hk (The
More informationTechVelopment: Approach and Narrative
TechVelopment: Approach and Narrative Tech and Digitalisation in Danish Development Cooperation in 2019 1 Smartphone adoption, 2017 55% 59% 34% Sub-Saharan Africa Emerging Markets Global Introduction Source:
More informationAigents Automatic Intelligent Internet Agents
Aigents Automatic Intelligent Internet Agents for personal analytics in social networks and news relevance assessment for online and social media See everything Help everyone AIGENTS.COM Anton Kolonin,
More informationSMART PLACES WHAT. WHY. HOW.
SMART PLACES WHAT. WHY. HOW. @adambeckurban @smartcitiesanz We envision a world where digital technology, data, and intelligent design have been harnessed to create smart, sustainable cities with highquality
More informationForward Looking Information
Innovation April 4, 2018 Kalev Ruberg, Vice President, Digital Systems and Chief Information Officer Greg Brouwer, General Manager, Technology and Innovation Forward Looking Information Both these slides
More informationCities and regions in Europe as Test beds: making the most of the opportunities
REPORT Introduction Cities and regions in Europe as Test beds: making the most of the opportunities On 25 April 2018, RISE, Research Institutes of Sweden; the Association of Swedish Engineering Industries
More informationDurham Research Online
Durham Research Online Deposited in DRO: 29 August 2017 Version of attached le: Accepted Version Peer-review status of attached le: Not peer-reviewed Citation for published item: Chiu, Wei-Yu and Sun,
More informationDEEP DIVE ON AZURE ML FOR DEVELOPERS
DEEP DIVE ON AZURE ML FOR DEVELOPERS How many dogs can you find in 4 seconds? How many dogs can you find in 4 seconds? Who had 12? DEEP DIVE ON AZURE ML FOR DEVELOPERS THOMAS MARTINSEN CEO AND FOUNDING
More informationDeep Learning Overview
Deep Learning Overview Eliu Huerta Gravity Group gravity.ncsa.illinois.edu National Center for Supercomputing Applications Department of Astronomy University of Illinois at Urbana-Champaign Data Visualization
More informationExecutive Summary Industry s Responsibility in Promoting Responsible Development and Use:
Executive Summary Artificial Intelligence (AI) is a suite of technologies capable of learning, reasoning, adapting, and performing tasks in ways inspired by the human mind. With access to data and the
More information