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Intelligent Systems Group (GSI)

Carlos A. Iglesias
 Autor:
Grupo de Sistemas Inteligentes
Universidad Sistemas Inteligentes
 Grupo de Politécnica de Madrid
 Universidad Politécnica de Madrid
Universidad Politécnica de Madrid
■
    Largest technical university in Spain
■
    20 engineering and architecture schools
■
    3.311 faculty members
■
    38.885 undergraduate students
■
    4.636 graduate students
■
    2.229 support staff
■
    2607 researchers
■
    More than 200 EU projects
      st
■
    1 Spanish university in the participation
    in EU projects
Telecommunications
          Engineering School
■
    Largest Telecommunication Engineering
    School in Spain
■
    3400 students, 240 PhD students, 100
    Master students
■
    250 professors
■
    150 research assistants
■
    130 administrative staff
■
    8M € - research budget
Department of
    Telematic Systems Engineering
■
    Research in different areas:
    ●   Next Generation Internet
    ●   Network and Services in Internet
    ●   Architecture
    ●   Intelligent Systems
■
    46 professors
■
    40 PhD students
■
    100 research students
■
    Organizers of WWW2009
Research lines
■
    Intelligent technologies in Service
    Engineering (SE)
    ●   Multiagent systems
    ●   Decision support systems
    ●   Semantic Technologies
Multiagent Systems
■
    Network management and service
    engineering
    ●   Network and Service monitoring / diagnosis
    ●   Distributed Workflow based process
        management
■
    Methodologies
    ●   Knowledge Engineering
    ●   Agreement Patterns
■
    Agent Architectures
Decision support
■
    Service Management
    ●   Validation of plans for deployment services
    ●   Validation of configuration of data systems /
        data fusion
    ●   SLA Management
■
    Security
    ●   Intrusion detection
    ●   Multi-sensor data fusion
    ●   Detection of inconsistencies
Semantic technologies
■
    Semantic Technologies and Web2.0
    approaches
    ●   Lightweight semantics for services
    ●   Ontologies for ad-hoc services
■
    Recommendation systems
    ●   Contextual recommendations
    ●   Social tagging
■
    Opinion mining /
    Idea Management technologies
    ●   Ontologies for opinions / ideas
Key FP7 projects
■
    FP7 ICT Omelette - Open Mashup
    Enterprise service platform for LinkEd
    data in The TElco domain
■
    FP7 ICT Romulus - Domain Driven
    Design and Mashup Oriented
    Development based on Open Source Java
    Metaframework for Pragmatic, Reliable
    and Secure Web Development
■
    Eurosentiment – Shared Language
    Resource Pool for Sentiment Analysis of
    Social Media
Key national projects
■
    Web 4.0 – Question Answering and
    Information Retrieval with a Smart Phone
■
    Financial Twitter Tracker – Social media
    tracking with semantic technologies
■
    CALISTA – Decision support for managing
    home networks
■
    THOFU – Hotel of the Future
■
    Disasters2.0 – Intelligent Systems for
    assisting in crisis situations
Tools
■
    Idea Management
    ●   Based on Drupal
    ●   Interoperability of Ideas based on gi2mo
        ontology and open linked data
    ●   Analysis of Ideas
        –   Similarity
        –   Metrics
Tools: IdeaStream Idea
     Management
Tools: Idea Analytics and
       Visualisation
Tools: social simulation
■
    Social simulation
    ●   Scenario of evacuation in buildings
    ●   Simulation of individual human psychology
        and emergent behaviour
    ●   Process improvement using simulations
    ●   Policy modelling and analyse behaviour
Social simulation
Decision support tools
■
    Hyphotesis
    confirmation / risk
    analysis based on
    bayesian causal
    networks
■
    Assessment in
    disaster situations
■
    Combination of
    web 2.0 and
    intelligent
    techniques
Decision support tools
■
    Diagnosis in
    telecommunication
    networks
■
    Hyphotesis
    confirmation / risk
    analysis based on
    bayesian causal
    networks
Opinion mining / Sentiment analysis
■
    “Linked Opinions” - Sentiment analysis
    meets Semantic Web
■
    OPAL – Integration in Drupal
■
    Visualisation of Sentiment Analysis in
    Social Media
■
    Big Data & Semantic Web
Corporate Networking
■
    Enhace corporate
    networking for the
    Digital Enterprise
    with
    ●   Semantic scraping
    ●   Semantic
        matchmaking
■
    Assessment on
    business models
Evented Web Automation
■
    EWE – Ontology for the Evented WEb
■
    ECA Rules for automating
    ●   Service integration
    ●   Mobile adaptation based on web sensors
    ●   Social services interaction
    ●   Home automation
■
    Intelligent event processing based on
    Nodejs and agent platform
Personal assistants
■
    Provide assistance in natural language
■
    Capability to execute actions (look for info
■
    Decision support (next action, workflow,
    …)
■
    Tools for developing dialogues
■
    Information retrieval from Internet
    combined with Question-Answering
    engine
Dialogue management
Clients for Virtual Worlds, Moodle,
              Mobile...
SmartTV, Phone, Chrome plugin,...
Scrappy
■
    Semantic scrapping
■
    Extraction of RDF triples from Web pages
■
    Rule induction of scraping rules based on
    visual features
Scrappy
Contact
■
    Carlos A. Iglesias
    Intelligent Systems Research Group
    cif@dit.upm.es

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UPM GSI Corporate Presentation

  • 1. Intelligent Systems Group (GSI) Carlos A. Iglesias Autor: Grupo de Sistemas Inteligentes Universidad Sistemas Inteligentes Grupo de Politécnica de Madrid Universidad Politécnica de Madrid
  • 2. Universidad Politécnica de Madrid ■ Largest technical university in Spain ■ 20 engineering and architecture schools ■ 3.311 faculty members ■ 38.885 undergraduate students ■ 4.636 graduate students ■ 2.229 support staff ■ 2607 researchers ■ More than 200 EU projects st ■ 1 Spanish university in the participation in EU projects
  • 3. Telecommunications Engineering School ■ Largest Telecommunication Engineering School in Spain ■ 3400 students, 240 PhD students, 100 Master students ■ 250 professors ■ 150 research assistants ■ 130 administrative staff ■ 8M € - research budget
  • 4. Department of Telematic Systems Engineering ■ Research in different areas: ● Next Generation Internet ● Network and Services in Internet ● Architecture ● Intelligent Systems ■ 46 professors ■ 40 PhD students ■ 100 research students ■ Organizers of WWW2009
  • 5. Research lines ■ Intelligent technologies in Service Engineering (SE) ● Multiagent systems ● Decision support systems ● Semantic Technologies
  • 6. Multiagent Systems ■ Network management and service engineering ● Network and Service monitoring / diagnosis ● Distributed Workflow based process management ■ Methodologies ● Knowledge Engineering ● Agreement Patterns ■ Agent Architectures
  • 7. Decision support ■ Service Management ● Validation of plans for deployment services ● Validation of configuration of data systems / data fusion ● SLA Management ■ Security ● Intrusion detection ● Multi-sensor data fusion ● Detection of inconsistencies
  • 8. Semantic technologies ■ Semantic Technologies and Web2.0 approaches ● Lightweight semantics for services ● Ontologies for ad-hoc services ■ Recommendation systems ● Contextual recommendations ● Social tagging ■ Opinion mining / Idea Management technologies ● Ontologies for opinions / ideas
  • 9. Key FP7 projects ■ FP7 ICT Omelette - Open Mashup Enterprise service platform for LinkEd data in The TElco domain ■ FP7 ICT Romulus - Domain Driven Design and Mashup Oriented Development based on Open Source Java Metaframework for Pragmatic, Reliable and Secure Web Development ■ Eurosentiment – Shared Language Resource Pool for Sentiment Analysis of Social Media
  • 10. Key national projects ■ Web 4.0 – Question Answering and Information Retrieval with a Smart Phone ■ Financial Twitter Tracker – Social media tracking with semantic technologies ■ CALISTA – Decision support for managing home networks ■ THOFU – Hotel of the Future ■ Disasters2.0 – Intelligent Systems for assisting in crisis situations
  • 11. Tools ■ Idea Management ● Based on Drupal ● Interoperability of Ideas based on gi2mo ontology and open linked data ● Analysis of Ideas – Similarity – Metrics
  • 13. Tools: Idea Analytics and Visualisation
  • 14. Tools: social simulation ■ Social simulation ● Scenario of evacuation in buildings ● Simulation of individual human psychology and emergent behaviour ● Process improvement using simulations ● Policy modelling and analyse behaviour
  • 16. Decision support tools ■ Hyphotesis confirmation / risk analysis based on bayesian causal networks ■ Assessment in disaster situations ■ Combination of web 2.0 and intelligent techniques
  • 17. Decision support tools ■ Diagnosis in telecommunication networks ■ Hyphotesis confirmation / risk analysis based on bayesian causal networks
  • 18. Opinion mining / Sentiment analysis ■ “Linked Opinions” - Sentiment analysis meets Semantic Web ■ OPAL – Integration in Drupal ■ Visualisation of Sentiment Analysis in Social Media ■ Big Data & Semantic Web
  • 19. Corporate Networking ■ Enhace corporate networking for the Digital Enterprise with ● Semantic scraping ● Semantic matchmaking ■ Assessment on business models
  • 20. Evented Web Automation ■ EWE – Ontology for the Evented WEb ■ ECA Rules for automating ● Service integration ● Mobile adaptation based on web sensors ● Social services interaction ● Home automation ■ Intelligent event processing based on Nodejs and agent platform
  • 21. Personal assistants ■ Provide assistance in natural language ■ Capability to execute actions (look for info ■ Decision support (next action, workflow, …) ■ Tools for developing dialogues ■ Information retrieval from Internet combined with Question-Answering engine
  • 23. Clients for Virtual Worlds, Moodle, Mobile...
  • 25. Scrappy ■ Semantic scrapping ■ Extraction of RDF triples from Web pages ■ Rule induction of scraping rules based on visual features
  • 27. Contact ■ Carlos A. Iglesias Intelligent Systems Research Group cif@dit.upm.es