Presentation on theme: "Dr. Fenareti Lampathaki National Technical University of Athens (NTUA) Mobile Crowdsensing, Social and Big Data as Innovation Enablers."— Presentation transcript:
Dr. Fenareti Lampathaki National Technical University of Athens (NTUA) email@example.com Mobile Crowdsensing, Social and Big Data as Innovation Enablers for Future Internet Cloud-based Architectures and Services Athens - March 18th, 2014 Infusing social innovation in FI for Manufacturing
Future Internet Platforms A business is able to connect users with each other and provide the underlying infrastructure on which others can build and exchange value. Source: WIRED, Platforms are eating the world. http://www.wired.com/insights/2013/12/outlook-2014- platforms-eating-world/http://www.wired.com/insights/2013/12/outlook-2014- platforms-eating-world/ Image: http://www.indianic.com/blog/mobile/small-businesses-thriving-on-the-platform-of-mobiles.htmlhttp://www.indianic.com/blog/mobile/small-businesses-thriving-on-the-platform-of-mobiles.html Any business is able to connect users with each other and provide the underlying infrastructure on which others can build and exchange value.
Future Internet & Innovation in Europe "The key to real innovation and growth: it lies with our entrepreneurs and start-ups, and I want to give them the tools and resources they need. Just earlier this week I launched the Future Internet Lab. Led by industry, this is a major investment in generic technology. Focusing not on specific applications, but on the building blocks essential to creating new ideas…. That's something that you can turn into real results, real jobs, and real innovation. European platforms helping European innovation in European cities." Neelie Kroes, Vice-President of the European Commission, responsible for the Digital Agenda 5 th September 2013, Launch of European Innovation Partnership on Smart Cities and Communities
Relative weight of effects of the current FI- PPP on real GDP Source: WIK-Consult and GWS
What How Lowering barriers to innovationSimple, yet powerful and secure Security Enablers Ensuring Privacy, Security and Trust Business & Delivery Framework (consumers, 3 rd -party Apps/Services) Connect apps to the physical world Benefit from open innovation (open data, co-creation) Reach target users, monetize Manage data at large scale and transform it into knowledge Integration and Composition Enablers IoT-M2M Enablers Data/Context Enablers Built-in APIs & tools FI-WARE Offerings to Developers Keep investment in infrastructures lower and under control Advanced Cloud, network capabilities
Is a New Industrial Revolution coming? Source: http://www.economist.com/node/21552901 As manufacturing goes digital, a third great change is now gathering pace. It will allow things to be made economically in much smaller numbers, more flexibly and with a much lower input of labour, thanks to new materials, completely new processes such as 3D printing, easy-to-use robots and new collaborative manufacturing services available online. The wheel is almost coming full circle, turning away from mass manufacturing and towards much more individualised production. Source: Economist. http://www.economist.com/node/21552901
FITMAN Mission The mission of the FITMAN (Future Internet Technologies for MANufacturing industries) project is to provide the FI PPP with a set of industry-led use case trials in the Smart, Digital and Virtual Factories of the Future domains, in order to test and assess the suitability, openness and flexibility of FI-WARE Generic Enablers, this way contributing to the social-technological-economical- environmental-political sustainability of EU Manufacturing Industries.
The FITMAN “Social” Specific Enabler The FITMAN “Unstructured and Social Data Analytics” Specific Enabler (FITMAN-Anlzer) extracts unstructured data from selected web resources and social data from selected social networks and turns such user-generated content to knowledge to be used for the benefit of manufacturers. A web infrastructure to …. CollectStoreProcessVisualizeInteract with Unstructured & Social Data Free use (with possible limitations) upon registration Open Source: MIT License Software-as-a-Service Source Code
Functionalities Keyword- & Account-based Information Acquisition Information Filtering Sentiment Analysis Trend Analysis Added-value User Generated Content (UGC) Repeated Characters Removal Username Removal Tokenization Conversion to lowercase Stop-words Filtering …… SVM Training + Light Stemming + Term Frequency Emoticons Identification URL Removal Snowball Stemming
Conclusions FI-PPP evolves to an innovation hub for developers, entrepreneurs, enterprises, SMEs, … - Phase III opens up the FI-PPP offerings to the world - How about the platform sustainability beyond FI-PPP ? - How about the actual impact on the EU economy ? An era of unprecedented collaboration and business opportunities is coming! - Future Internet technologies will be prominent. - Harnessing collective intelligence still represents an open challenge for any manufacturing industry. - How to go beyond current analytics, from simply understanding the current trends and perceptions to predicting behaviours? How to recognize reliable sources of information? How to address that the social media landscape is fluid? How to ensure privacy is respected by default? …