Intelligent Systems, Interaction and Multimedia Seminar MIEIC - PowerPoint PPT Presentation

DEPARTMENT OF INFORMATICS ENGINEERING Intelligent Systems, Interaction and Multimedia Seminar MIEIC 2017-18 21/09/2017 Eugénio Oliveira Daniel Castro Silva eco@fe.up.pt dcs@fe.up.pt

SSIM Agenda • Contacts and Resources • Objectives and Methods • Assessment • Program 2 DEI / FEUP

SSIM Contacts and Resources Eugénio Oliveira – E-mail: eco@fe.up.pt – Lab. I121 / Office I138 Daniel Silva – E-mail: dcs@fe.up.pt – Lab. I121 / Office I226 • Moodle: https://moodle.up.pt/course/view.php?id=954 • Site: https://web.fe.up.pt/~eol/SSIIM/siimm1718_i.htm 3 DEI / FEUP

SSIM Objectives and Methods • Become acquainted with current research topics in the fields of intelligent systems, interaction and multimedia • “In the long run, we're evolving in computing from a ‘mobile - first’ to an ‘AI - first’ world” – Sundar Pichai (Google CEO) • “Tell me and I will forget; show me and I may remember; involve me and I will understand ” – Chinese proverb 4 DEI / FEUP

SSIM Objectives and Methods • Intelligent Systems – Computational systems, based on • Knowledge (not only data or fixed algorithms) • Features like Adaptation / Evolution / Learning / Knowledge Extraction – Usually in non-traditional Informatics Application Domains – Application Domains characterized as DDD or of great complexity (quantity or sophistication) • Dynamic • Distributed • Decentralized 5 DEI / FEUP

SSIM Objectives and Methods • Classes will be dedicated to (invited) talks about several topics related to intelligent systems, interaction and multimedia – You are required to attend at least 8 classes – Actively participate in the talk and interact with the speaker • Choose one topic and take an assignment on that topic 6 DEI / FEUP

SSIM Assessment • 15% - Participatory Attendance • 10% - Intermediate Report – Extended abstract (one page) – Submission by 2017-11-11 • 25% - Final Presentation – Week of 2018-01-08 • 50% - Final Report – Written report (6-8 pages) – Submission up to 2018-01-14 7 DEI / FEUP

SSIM Assessment Participatory Attendance Absences Max. Grade (20) • Attendance 0 20 – Maximum of 3 absences 1 19 • Increasing penalty 2 16,5 • ! 3 12 • Participation – Active participation in classes • Interact with the speakers, ask questions! • Don’t spend your time on Facebook! … • Punctuality – Be on time! 8 DEI / FEUP

SSIM Overview of the Subjects • Smart Mobility: Issues and Opportunities • Autonomous Vehicles and Cooperative Systems • Air Traffic Control and Air Traffic Flow Management • Social Network Analysis – Metrics and Communities • Machine Learning • Information Visualization • ArgMine: Argumentation Mining from Text • Multi-Agent Systems in the Context of Industry 4.0 • A Gameful World 9 DEI / FEUP

SSIM Overview of the Subjects • Simulation and Development of MAS • MAS Applications: Disruption Management in Airline Operations Control • Multi-Modal Interfaces • Graphics, Interaction and Game Design and Development • A View of Cloud Computing: Concepts and Challenges • Intelligent Poker Agents • Emotional State Regulation in Interactive Environments 10 DEI / FEUP

SSIM Smart Mobility: Issues and Opportunities The concept of smart cities is presented and the role of citizens in the smartification process is discussed. A special emphasis is given to understanding whether smart mobility and intelligent transportation systems Rosaldo Rossetti (ITS) are synonymous or there is a dichotomy between the concepts. In addition to being a central concern in ITS, citizens become active participants in smart mobility: issues and opportunities for citizens' engagement in generating disruptive innovation in mobility systems and devising solutions are presented, and particularly motivated and explored within the research agenda of the so-called artificial transportation systems in a rather social perspective. With the advent of autonomous vehicles and the emergence of the concept of cooperative intelligent transportation systems (C-ITS), this session will also introduce such concepts and motivate a reflection on their role in the generation of new transportation paradigms and scenarios towards more efficient, greener, safer, and social mobility solutions. 11 DEI / FEUP

SSIM Smart Mobility: Issues and Opportunities The concept of smart cities is presented and the role of citizens in the smartification process Rosaldo Rossetti is discussed. A special emphasis is given to understanding whether smart mobility and intelligent transportation systems (ITS) are synonymous With the advent of autonomous vehicles and the emergence of the concept of cooperative intelligent transportation systems (C-ITS), 12 DEI / FEUP

SSIM Autonomous Vehicles and Cooperative Systems • Outline Daniel Silva – Autonomous vehicles – Joint mission execution by teams of heterogeneous vehicles – The platform developed at LIACC • Architecture and components • Main features and applications 13 DEI / FEUP

SSIM Autonomous Vehicles and Cooperative Systems • Possible topics for course work – Improve the current agent communication platform • Polling -> event-driven messaging • Add security layer • Improvements to the existing platform • Adapt air traffic control to water / land traffic • Real-time visualization and monitoring • Disturbance simulation and management • … 14 DEI / FEUP

SSIM Air Traffic Control and Air Traffic Flow Management • Outline Álvaro Câmara – World Air Traffic Control – Simulation Environment – Air Traffic Flow Management – Some Developed Projects – Project Proposals Tiago Neto 15 DEI / FEUP

SSIM Communities and Dynamics in Social Networks • Social Network and Francisco Restivo Complex Systems Analysis – Networks and Graphs – Metrics – Community Detection 16 DEI / FEUP

SSIM Communities and Dynamics in Social Networks • Outline – Networks are everywhere • Social, biological, financial, etc. – Complex networks – Communities reveal properties of networks – Communities vs. clusters – Software tools – Some project ideas 17 DEI / FEUP

SSIM Machine Learning Luís Sarmento 18 DEI / FEUP

SSIM Information Visualization • Agenda – Why Information Visualization? Daniel Silva – Brief History – Current Trends – Rules for Creating Good Graphics – Tools and Websites 19 DEI / FEUP

ArgMine: SSIM Argumentation Mining from Text • Presentation Outline – Why Argumentation Mining Henrique Cardoso • At LIACC • Relevance and Applications – What is Argumentation Mining • Foundations and definitions • Issues and tasks – Argumentation Mining in Practice • Corpora • Machine Learning and NLP • ArgMine framework Gil Rocha – Annotation platform – Argumentative Sentence Detection – ADU Boundary Detection – Project Proposals 20 DEI / FEUP

SSIM ArgMine: Argumentation Mining from Text Argumentation Mining Tasks 21 DEI / FEUP

SSIM ArgMine: Argumentation Mining from Text More Information https://web.fe.up.pt/~argmine/ 22 DEI / FEUP

SSIM Multi-Agent Systems in the Context of Industry 4.0 Paulo Leitão • Agenda – Industry 4.0 – Multi-Agent Systems (MAS) as a solution to develop Cyber-Physical Systems (CPS) – Discussion of MAS applications in the industry and in R&D projects cloud computing – Analysis of barriers for a larger adoption of MAS by the industry fog computing and future challenges edge computing 23 DEI / FEUP

SSIM A Gameful World Motivation António Coelho Games are fun and engaging… Why isn’t our lives / work /school that fun and engaging? 24 DEI / FEUP

SSIM A Gameful World Finding the fun… Piano stairs 25 DEI / FEUP

SSIM A Gameful World Outline of the presentation • Motivation • The ludification of culture • Serious Games • Gamification 26 DEI / FEUP

SSIM Simulation and Development of Multi-Agent Systems • MAS Simulation vs Development – Multi-Agent based Simulation (MABS) Henrique Cardoso • Computer simulation where entities are modeled and implemented as agents • Agent-based simulation tools – Multi-Agent System • System composed of autonomous, intelligent and interacting agents • Development tools – Support for communication, distribution, standards (FIPA) – Multi-threaded, limited scalability, not appropriate for simulation – MABS can be useful while developing MAS applications 27 DEI / FEUP

SSIM Simulation and Development of MAS SAJaS+MASSim2Dev • Bridge simulation and development of MAS – Develop high-performance simulations using MAS development features: “ MAS-like MABS ” – Convert MABS into MAS automatically (write-once, simulate and deploy) • Approach – Simple API for JADE-based Simulations (SAJaS) • Light implementation of most JADE features • Integration with simulation framework (e.g. Repast) – MAS Simulation to Development (MASSim2Dev) • Eclipse plugin conversion tool: JADE  SAJaS 28 DEI / FEUP

SSIM MASDIMA • Coordination and Applications of Multi-Agent Systems: Ana Paula Rocha – Disruption Management in Airline Operations Control: An Intelligent Agent-Based Approach 29 DEI / FEUP