DISIT Lab overview: smart city, big data, semantic computing, cloud
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
DISIT LabDistributed Data Intelligence and Technology LABDistributed Systems and Internet Technology Lab
Paolo NesiDepartment of Information Engineering
University of FlorenceVia S. Marta 3, 50139, Firenze, Italy
tel: +39-055-4796523, fax: +39-055-4796363http://www.disit.dinfo.unifi.it/
[email protected] , http://www.disit.dinfo.unifi.it/nesi/
DISIT lab, 2014 1
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Research areas:• Distributed systems: cloud, grid, semantic computing on big data• Smart Cloud, smart sensor systems:
– automated configuration verification and management, cloud monitoring, prediction of critical condition, SLA verification and validation
• Semantic computing:– Data and knowledge mining (reconciling and solving
inconsistencies/incompleteness on Dates/Time, person names, textual data understating, cross media heterogeneity, geographical and spatial information and knowledge), ontology construction.
– Linked Open Data developing tools and access (DISIT Open Graph on dbpedia and on Open Graph on Sii‐Mobility knowledge base)
– http://mediacrawler.disit.org/dbpedia‐graph/– Natural Language Processing for competence mining and understanding,
ontology production tools: OSIM http://www.disit.dinfo.unifi.it/osim.html and SACVAR project.
– Data Analytics for: prediction, correlation, causality, indexing, search, etc. • Applications: transportation (smart city), smart cloud, digital
library and cultural heritage, SME and citizen services, knowledge mining and understanding.
DISIT lab, 2014 2
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Social Media, e‐learning
Text and Web Mining
Data Analytics Big data
Mobile ComputingSmart Cities
Smart Cloud Computing
http://www.disit.dinfo.unifi.it
DISIT lab, 2014 3
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
DISIT Lab• People: 20• Current Active Projects: 10• Project in the last 4 years: 17• Research Budget (last 4 years): 1.5M€
• Foreseen Research Budget (next 2 years): 2.2M€
• SpinOff: 1
DISIT lab, 2014 4
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Text and Web Mining
Data Analytics Big data
Mobile ComputingSmart Cities
Smart Cloud Computing
http://www.disit.dinfo.unifi.it
DISIT lab, 2014 5
Social Media, e‐learning
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Social Media and e‐Learning• Projects: http://www.disit.org/5501– ECLAP, http://www.eclap.eu– Others: ApreToscana, IUF.csavri.org, SMNET, etc..– Others: AXMEDIS, VARIAZIONI, etc.
• Tools: http://www.disit.org/5489– XLMS, Cross Media Learning System– IPR and content protection and distribution– Mobile and SmartTv Applications– Suggestions and recommendations– Matchmaking solutions– Media Tools for cross media content
DISIT lab, 2014 6
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Social Media, e‐learning• ECLAP: life long learning, social learning
– http://www.eclap.eu• FirstClass: certified blended learning, paid courses
– http://fad.fclass.it• IUF.Csavri: blended learning for entrepreneurs
incubation and spin‐offs – http://iuf.csavri.org
• APRETOSCANA: formation for researchers– http://www.apretoscana.org
• DISIT.DINFO.UNIFI.IT: research management and dissemination– http://www.disit.dinfo.uinifi.it
• SMNET: SentienMultimedia Network for KSI– http://smnet.disit.org
DISIT Lab, Univ. Florence, 2014 7
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
DISIT lab, 2014 8
Social Learning
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
DISIT lab, 2014 9Best practice network for performing arts
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
DISIT lab, 2014 10
ECLAP mobile applications
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DISIT lab, 2014 11
ECLAP Social TV on Samsung SmartTV
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Multicamera synchronized streaming
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MyStoryPlayer: personal experiences
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Matching Demand and OfferCompany and Lab Profile
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DISIT lab, 2014 15MatchMaking: demand vs offers
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Text and Web Mining
Data Analytics Big data
Mobile ComputingSmart Cloud Computing
http://www.disit.dinfo.unifi.it
DISIT lab, 2014 16
Social Media, e‐learning
Smart Cities
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Smart City and Transport• Projects: http://www.disit.org/5501– Sii‐Mobility, http://www.sii‐mobility.org– Service Map: http://servicemap.disit.org– Social Innovation: Coll@bora – Navigation Indoor/outdoor: Mobile Emergency– Transport: TRACE‐IT, RAISSS, TESYSRAIL
• Tools: http://www.disit.org/5489– Data gathering, data mining and reconciliation– Data reasoning, deduction, prediction– Smart city ontology and reasoning tools– Service analysis and recommendations – Autonomous train operator, train signaling – Mobile Applications
DISIT lab, 2014 17
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
• totem
DISIT lab, 2014 18Enabling Smart City Solutions
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Sii‐Mobility
AVM Public transport
Sensors for private transport
Sensors, monitoring system
UTC
Infomobility
Parking sensors
Traffic monitoring, highways
Environmental parameters Ordinances:
events, large scale works, …
Comments from citizens, Social Media
Emergency, police, 118
Telematicpassages, ZTL
RailwaysPublic Services
Materials
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
DISIT lab, 2014 20
Km4City: open smart city ontology
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
DISIT lab, 2014 21
http://log.disit.org
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DISIT lab, 2014 22
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
DISIT lab, 2014 23
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DISIT lab, 2014
Integrated Indoor/outdoor solution
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25
Autonomous train operator
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Text and Web Mining
Mobile ComputingSmart Cloud Computing
http://www.disit.dinfo.unifi.it
DISIT lab, 2014 26
Social Media, e‐learning
Smart Cities
Data Analytics Big data
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Data Analytics ‐ Big data• Projects: http://www.disit.org/5501– Linked Open Graph: http://LOG.disit.org– Sii‐Mobility, http://www.sii‐mobility.org– Service on a number of projects
• Tools: http://www.disit.org/5489– Open data and Linked Open Data– LOG LOD service and tools– Data mining and reconciliation– Data reasoning, deduction, prediction– SN Analysis and recommendations– User behavior monitoring and analysis
DISIT lab, 2014 27
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Open Data reconciliation & interoperability
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DISIT lab, 2014 30
http://log.disit.org
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User behavior analysis
32
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Text and Web Mining
Mobile Computing
http://www.disit.dinfo.unifi.it
DISIT lab, 2014 33
Social Media, e‐learning
Smart Cities
Data Analytics Big data
Smart Cloud Computing
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Smart Cloud ‐ Computing• Projects: http://www.disit.org/5501– ICARO: http://www.disit.org/5482– Cloud ontology: http://www.disit.org/5604
• Tools: http://www.disit.org/5489– Cloud Monitoring– Smart Cloud Engine and reasoner, – Service Level Analyzer and control – Configuration analysis and checker– Cloud Simulation
DISIT lab, 2014 34
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
DISIT lab, 2014 35
Smart Cloud Control
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
DISIT lab, 2014 36
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DISIT lab, 2014 37Cloud optimization
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DISIT lab, 2014 38
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Cloud Simulation
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Smart Cloud Monitoring
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Cloud Scalable Social Networking
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Mobile Computing
http://www.disit.dinfo.unifi.it
DISIT lab, 2014 42
Social Media, e‐learning
Smart Cities
Data Analytics Big data
Smart Cloud Computing
Text and Web Mining
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Text and Web Mining• Projects: http://www.disit.org/5501– OSIM: http://www.disit.org/5482– SACVAR: http://www.disit.org/5604
• Tools: http://www.disit.org/5489– Text and web mining, Natural Language Processing– Service localization – Competence analysis – Blog Vigiliance, sentiment analysis
DISIT lab, 2014 43
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DISIT lab, 2014 44Sentiment and affective analysis
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‐ Search‐ Q&A‐ Graph of Relations‐ Social Platform
Knowledge Work‐flow: from Sources to Final Users
SemanticRepository
Databases,Open Data
Archives,Open Archives
Web Pages
Semantic Computing
NLP
Inference& Reasoning
Recommendations & Suggestions
LinkDiscovering
Reconciliation & Disambiguation
(Names, Geo Tags etc.)Text DocumentsPublications
Metadata,Descriptors etc.
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Knowledge analysis
http://OpenMind.disit.org
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
DISIT lab, 2014 47
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
Infrastructure and support for• Research group with more than 20 years of activities • Cloud and data center with several servers and more than 300Tbyte
storage.– Managing several infrastructure: ECLAP, ApreToscana, IUF, SMNET, etc.
• IOT center: reference center for Fluctus, UDOO, e Intel Galileo• Open Data and Linked Open Data center
– Integration of more than 400 different Open Data sets coming from Tuscany area (geographical information, ambient and weather, transportation and mobility, public administration and services, statistics, point of interest, sensors, events, time lines, etc.) see Sii‐Mobility projecthttp://www.disit.dinfo.unifi.it/siimobility.html
– LOD for Performing Arts in connection to Europeana on ECLAP project and service, http://www.eclap.eu/103998 see ECLAP social graph, http://LOG.disit.org
• Technology Transfer to SMEs via APREToscanahttp://www.apretoscana.org/ and CSAVRI center for TT and incubator.
• Management of Call for proposals in EC projects • Project Management, Dissemination Management, Exploitation Plan
DISIT lab, 2014 49
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Department of Information Engineering (DINFO)DISIT, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologieshttp://www.disit.dinfo.unifi.it
http://www.disit.dinfo.unifi.ithttp://www.disit.org in short ! Flyer: http://www.disit.org/5556
DISIT lab, 2014 50
Prof. Paolo [email protected]: +39-335-5668674tel: +39-055-4796523 fax: +39-055-4796363
DISIT LabDistributed Data Intelligence and Technology LabDistributed Systems and Internet Technology Lab