gsi research group presentation
TRANSCRIPT
Intelligent Systems Group
(GSI)
Agenda
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1.Our group
Where we come from
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Universidad Politécnica de Madrid
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Telecommunications Engineering School
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Department Telematic Engineering Systems
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Intelligent Systems Group
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2.Research lines
What we work on
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Research Areas
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Big Data & Machine learning
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■ Distributed Diagnosis & Classification□ Uncertainty management & Bayesian networks□ Network and Service monitoring / diagnosis□ Agents & Argumentation
■ Large scale semantic search■ Social Network Analysis■ Big Simulation
□ Social network simulation and what-if analysis
□ Prediction & Evaluation policies■ Sentiment & Emotion Analysis
□ Emotion propagation in social networks
Case studytroubleshooting in Telefonica
Bayesian model in production in Spain and Slovakia
Precision > 80%
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Agent systems
▣ Personal assistants□ Intelligent Automation in the evented web□ Mediator agents managing user communications
▣ Methodologies□ MAS-CommonKADS□ Agile Testing with Beast□ Agreement patterns
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Agent based Social Simulation
■ Probabilistic models for Simulation of …□ social behaviour (ageing, human psychologies, ...)□ smart spaces (sensors, ...)□ emergencies: evacuation policies □ social networks such as Twitter□ Telecommunication networks / IoT
■ Benefits□ Improve Testing Capabilities at minimum cost□ Behaviour Prediction
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Linked Data & Semantic Technologies
▣ Linked data visualization▣ GeoLinked Data▣ Semantics and Web 2.0▣ Semantic Service Discovery▣ Idea management and Innovation
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Information retrieval & emotion analysis
■ Sentiment and Emotion Analysis in Social Networks□ Vocabularies Onyx / Marl integrated with
Lemon and NIF□ Co-chairing W3C CG on Linked Data Models for
Emotion and Sentiment Analysis■ Semantic search and ranking algorithms
based on social metrics and taxonomies■ NLP interfaces & Bots
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Web & Service engineering
■ Semantic scraping & rule induction■ Semantic annotation of mashups■ Semantic service and component discovery
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3.Research
results
Software, datasets and tools you can use
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GSI Tools
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GSI Tools
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GSI Tools
4.Key projects
Our most recent R&D projects
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Recent EU projects
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Recent national R&D projects
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