logo background
Dr. Isidoros Perikos
Isidoros Perikos
  • Slide 1
  • Slide 2
Dr. Isidoros Perikos
Post-doc Researcher, Department of Computer Engineering & Informatics, University of Patras

Publications


Journals    Book Chapters    Conferences    Workshops




Journals

  1. Isidoros Perikos, Foteini Grivokostopoulou and Ioannis Hatzilygeroudis, "Assistance and Feedback Mechanism in an Intelligent Tutoring System for Teaching Conversion of Natural Language into Logic", International Journal of Artificial Intelligence in Education (IJAIED), 27(3), pp. 475–514, Springer, 2017
  2. Foteini Grivokostopoulou, Isidoros Perikos and Ioannis Hatzilygeroudis, "An Educational System for Learning Search Algorithms and Automatically Assessing Student Performance", International Journal of Artificial Intelligence in Education (IJAIED), 27(1), pp. 207-240, Springer, 2017
  3. Isidoros Perikos and Ioannis Hatzilygeroudis, "Recognizing Emotions in Text Using Ensemble of Classifiers”, International Journal of Engineering Applications of Artificial Intelligence (EAAI), 51, pp. 191-201, Elsevier, 2016
  4. Isidoros Perikos, Foteini Grivokostopoulou, Konstantinos Kovas and Ioannis Hatzilygeroudis, "Automatic estimation of exercises' difficulty levels in a tutoring system for teaching the conversion of natural language into first-order logic", Expert Systems (EXSY), Expert Systems, 33(6), pp. 569-580, 2016
  5. Michael Paraskevas, Thomas Zarouchas, Panagiotis Angelopoulos and Isidoros Perikos, "Formulating an adaptable e-training framework to computer science educators”, International Journal of Continuing Engineering Education and Life-Long Learning (IJCEELL), Vol. 25, No. 2, pp. 151-173, 2015
  6. Foteini Grivokostopoulou, Ioannis Hatzilygeroudis and Isidoros Perikos, "Teaching assistance and automatic difficulty estimation in converting first order logic to clause form", Artificial Intelligence Review, Springer, Vol. 42, Issue 3, pp. 347-367, 2014
  7. Themistoklis Chronopoulos, Ioannis Hatzilygeroudis, Isidoros Perikos and Konstantinos Kovas "A web-based example-tracing tutor for building sentences in First Order Logic", Engineering Intelligent Systems, CRL Publishing, 2010, Vol 18, Nos 3/4 September/December 2010

Book Chapters

  1. Foteini Grivokostopoulou, Isidoros Perikos and Ioannis Hatzilygeroudis, “Difficulty estimation of exercises on tree-based search algorithms using neuro-fuzzy and neuro-symbolic approaches”, In Advances in Combining Intelligent Methods, pp. 75-91, Springer, 2017
  2. Foteini Grivokostopoulou, Ioannis Hatzilygeroudis, Isidoros Perikos, “An Intelligent System for Learning First Order Logic to Clause Form Conversion”, in Tomayess Issa, Pedro Isaias & Piet Kommers (Eds), “Multicultural Awareness and Technology in Higher Education: Global Perspectives”, IGI Global, pp. 265-284, 2014



Conferences


    2016

  1. Foteini Grivokostopoulou, Isidoros Perikos and Ioannis Hatzilygeroudis "An Innovative Educational Environment Based on Virtual Reality and Gamification for Learning Search Algorithms", IEEE International Conference on Technology for Education (IEEE T4E 2016), 2-4 December, Mumbai, India, 2016.
  2. Isidoros Perikos and Ioannis Hatzilygeroudis "A Case-Based Reasoning Approach to Convert Natural Language into First Order Logic", IEEE International Conference on Computational Science and Engineering (IEEE CSE 2016), Paris, France, 2016
  3. Isidoros Perikos and Ioannis Hatzilygeroudis "A Methodology for Generating Natural Language Paraphrases", International Conference on Information, Intelligence, Systems and Applications (IISA 2016), Chalkidiki, Greece, 2016
  4. Foteini Grivokostopoulou, Isidoros Perikos, Konstantinos Kovas and Ioannis Hatzilygeroudis “Learning Approaches in a 3D Virtual Environment for Learning Energy Generation from Renewable Sources”, 29th International FLAIRS Conference, 16-18 May, Florida, USA, 2016
  5. Nikolaos Spatiotis, Iosif Mporas, Michael Paraskevas and Isidoros Perikos "Sentiment Analysis for the Greek Language", 20th Panhellenic Conference on Informatics (PCI 2016), Patras, Greece, 2016.
  6. Isidoros Perikos, Zarouchas Thomas, Vasileios Gkamas and Michael Paraskevas "Educational capabilities of a novel teleconference service integrated into the Greek school community", 20th Panhellenic Conference on Informatics (PCI 2016), Patras, Greece, 2016.
  7. Andreas Kanavos, Isidoros Perikos, Ioannis Hatzilygeroudis and Athanasios Tsakalidis, "Integrating User's Emotional Behavior for Community Detection in Social Networks", International Conference on Web Information Systems and Technologies (WEBIST), 23-25 April, Rome, Italy, 2016
  8. Isidoros Perikos and Ioannis Hatzilygeroudis, "A Classifier Ensemble Approach to Detect Emotions Polarity in Social Media", International Conference on Web Information Systems and Technologies (WEBIST), 23-25 April, Rome, Italy, 2016
  9. Foteini Grivokostopoulou, Isidoros Perikos and Ioannis Hatzilygeroudis, "An Educational Game for Teaching Search Algorithms", International Conference on Computer Supported Education (CSEDU), 21-23 April, Rome, Italy, 2016
  10. Isidoros Perikos, Foteini Grivokostopoulou, Konstantinos Kovas and Ioannis Hatzilygeroudis, "Exploring the Educational Capabilities of Social Media in High Schools", International Conference on Computer Supported Education (CSEDU), 21-23 April, Rome, Italy, 2016
  11. 2015

  12. Isidoros Perikos, Foteini Grivokostopoulou, Konstantinos Kovas and Ioannis Hatzilygeroudis, "Utilizing Social Networks and Web 2.0 Technologies in Education", IEEE International Conference on Technology for Education (IEEE T4E 2015), 10-12 December, India, 2015
  13. Foteini Grivokostopoulou, Isidoros Perikos and Ioannis Hatzilygeroudis, "Estimating the Difficulty of Exercises on Search Algorithms using a Neuro-Fuzzy Approach", IEEE International Conference on Tools with Artificial Intelligence (IEEE ICTAI 2015), Vietri sul Mare, Italy, 2015
  14. Thomas Zarouchas, Isidoros Perikos, Michael Paraskevas and Theodoros Pegiazis, "A hybrid training framework oriented to computer engineering educators", 19th Panhellenic Conference on Informatics (PCI 2015), Athens, Greece, 2015
  15. Isidoros Perikos, Epameinondas Ziakopoulos and Ioannis Hatzilygeroudis, "Recognize Emotions from Facial Expressions Using a SVM and Neural Network Schema", International Conference Engineering Applications of Neural Networks (EANN 2015), Greece, 2015
  16. Isidoros Perikos, Foteini Grivokostopoulou, Konstantinos Kovas and Ioannis Hatzilygeroudis, "Assisting Tutors to Utilize WEB 2.0 Tools in Education", IADIS Multi Conference on Computer Science and Information Systems, Las Palmas, Spain, July 2015
  17. Foteini Grivokostopoulou, Isidoros Perikos, Konstantinos Kovas, Ioannis Hatzilygeroudis, "Teaching Renewable Energy using 3D Virtual Worlds", IEEE International Conference on Advanced Learning Technologies (IEEE ICALT 2015), Taiwan, July 2015
  18. Isidoros Perikos, Ioannis Hatzilygeroudis, "Embodied Conversational Agents: A methodology for Learning to Express Facial Emotions", International Conference on Conference on Information, Intelligence, Systems and Applications (IISA 2015), Corfu, Greece, July 2015
  19. Andreas Kanavos, Isidoros Perikos, "Towards Detecting Emotional Communities in Twitter", IEEE International Conference on Research Challenges in Information Science (IEEE RCIS 2015), Athens, Greece, May 2015
  20. 2014

  21. Isidoros Perikos, Panagiotis Angelopoulos, Michael Paraskevas, Thomas Zarouchas, Giannis Tzimas, "A Methodology for Evaluation and Knowledge Extraction from On-Going Learning Process", IEEE International Conferences on Computational Science and Engineering (IEEE CSE 2014), China, December 2014
  22. Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis, "Utilizing Semantic Web Technologies and Data Mining Techniques to Analyze Students Learning and Predict Final Performance", IEEE International Conference on Teaching, Assessment and Learning for Engineering (IEEE TALE 2014), New Zealand, December 2014
  23. Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis, "Using Semantic Web Technologies in a Web Based System for Personalized Learning AI Course", IEEE International Conference on Technology for Education (IEEE T4E 2014), 18-21 December, India, 2014
  24. Andreas Kanavos, Isidoros Perikos, Pantelis Vikatos, Ioannis Hatzilygeroudis, Christos Makris and Athanasios Tsakalidis, "Conversation Emotional Modelling in Social Networks", IEEE International Conference on Tools with Artificial Intelligence (IEEE ICTAI 2014), Limassol, Cyprus, November 2014
  25. Ioannis Hatzilygeroudis, Foteini Grivokostopoulou, Konstantinos Kovas, Isidoros Perikos, "Applying Social Media in Vocational Education Trainers", EADTU 2014 Conference, October 2014, Krakow, Poland, 2014
  26. Michael Paraskevas, Panagiotis Angelopoulos, Thomas Zarouchas and Isidoros Perikos "A Highly Motivated Blended Learning Model Oriented to Computer Engineering Educators", IEEE International Conference on Computer Science and Education (IEEE ICCSE 2014), Vancouver, Canada, 2014
  27. Isidoros Perikos, Epameinondas Ziakopoulos and Ioannis Hatzilygeroudis "Recognizing Emotions from Facial Expressions using Neural Network", IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI 2014), September 2014, Greece
  28. Andreas Kanavos, Isidoros Perikos, Pantelis Vikatos, Ioannis Hatzilygeroudis, Christos Makris and Athanasios Tsakalidis "Modeling ReTweet Diffusion using Emotional Content", IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI 2014), September 2014, Rodos, Greece
  29. 2013

  30. Michael Paraskevas, Thomas Zarouchas, Panagiotis Angelopoulos and Isidoros Perikos, "Towards To A Versatile Tele-Education Platform For Computer Science Educators Based On The Greek School Network” IADIS Multi Conference on Computer Science and Information Systems, Prague, Czech Republic, 2013
  31. Isidoros Perikos, Ioannis Hatzilygeroudis, "Recognizing Emotion Presence in Natural Language Sentences”, International Conference Engineering Applications of Neural Networks, Chalkidiki, Greece, September 2013
  32. Ioannis Hatzilygeroudis, Boris Stoyanov, Zuzana Palkova, Foteini Grivokostopoulou, Konstantinos Kovas, Isidoros Perikos, Dorina Popovici, Sorin Ionitescu, "Developing a Hybrid Educational Platform based on Virtual World Learning for Teaching Renewable Energy Domain", 14-th European Conference on E-Learning/ E-Activities / E-Business / E-Commerce / (E-COMM-LINE 2013), Bucharest, Romania, 2013
  33. 2012

  34. Isidoros Perikos, Foteini Grivokostopoulou, Ioannis Hatzilygeroudis, "Automatic Marking of NL to FOL Conversions", IASTED International Conference on Computers and Advanced Technology in Education (CATE 2012), Napoli, Italy, 2012
  35. Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis, "A Web-Based Interactive System for Learning FOL to CF Conversions", IADIS Multi Conference on Computer Science and Information Systems, Lisbon, Portugal, 2012
  36. Ioannis Hatzilygeroudis, Foteini Grivokostopoulou, Isidoros Perikos, "Teaching Aspects of Constraint Satisfaction Algorithms via a Game", Third AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI 2012), Toronto, Canada, 2012
  37. Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis, "An Automatic Marking System for FOL to CF Conversions", IEEE International Conference on Teaching, Assessment and Learning for Engineering 2012 (IEEE TALE 2012), Hong Kong, China, 2012
  38. Ioannis Hatzilygeroudis, Foteini Grivokostopoulou, Isidoros Perikos, "Using Game-based Learning in Teaching CS Algorithms", IEEE International Conference on Teaching, Assessment and Learning for Engineering 2012, (IEEE TALE 2012), Hong Kong, 2012
  39. Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis, "Assistant tools for teaching FOL to CF conversion", IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI 2012), Halkidiki, Greece, 2012
  40. 2011

  41. Isidoros Perikos, Ioannis Hatzilygeroudis, Foteini Grivokostopoulou, "Teaching Assistant Tools for NL to FOL Conversion", IADIS Multi Conference on Computer Science and Information Systems, Rome, Italy, 2011
  42. Isidoros Perikos, Ioannis Hatzilygeroudis, Foteini Grivokostopoulou, Konstantinos Kovas "Difficulty Estimator for Translating Natural Language into First Order Logic", 3rd International Conference on Intelligent Decision Technologies, (KES-IDT 2011), Piraeus, Greece, 2011
  43. Isidoros Perikos, Ioannis Hatzilygeroudis, Foteini Grivokostopoulou, "Help Generation in a System for Learning NL to FOL Conversion", IASTED International Conference on Computers and Advanced Technology in Education (CATE 2011), Cambridge, UK, 2011
  44. 2010

  45. Ioannis Hatzilygeroudis, Isidoros Perikos, Konstantinos Kovas, "Web design e-Course in MENUET project - A case study", 11-th European Conference on E-Learning/ E-Activities / E-Business / E-Commerce / (E-COMM-LINE 2010), Bucharest, Romania, 2010
  46. Themistoklis Chronopoulos, Isidoros Perikos, Ioannis Hatzilygeroudis, "An example-tracing tutor for teaching NL to FOL conversion", 6th IFIP Conference on Artificial Intelligence Applications and Innovations (AIAI 2010), Larnaca, Cyprus, 2010
  47. 2009

  48. Isidoros Perikos and Ioannis Hatzilygeroudis, "A Web-Based Interactive System for Learning NL to FOL Conversion", 2nd International Conference on Intelligent Interactive Multimedia Systems and Services (KES-IIMSS 2009), Venice, Italy, 2009



Workshops

  1. Isidoros Perikos and Ioannis Hatzilygeroudis, "Hybrid Approaches to Determine Existence of Emotions in Facial Gestures", 6th International Workshop on Combinations of Intelligent Methods and Applications, pp. 51-63, 2016
  2. Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis, "An Intelligent Tutoring System for Teaching FOL Equivalence", First Workshop on AI-supported Education for Computer Science (AIEDCS 2013), pp. 20-29, 2013

Phd Thesis

Techniques for Natural Language Processing, Knowledge Extraction and Automatic Creation of User Adapted Feedback for Intelligent Tutoring Systems, 2016 (pdf) (In Greek)



Copyright © 2016 AI Group | Design: templatemo