Dr. Mohammad Kazemifard

Dr. Mohammad Kazemifard

Senior Researcher at Emotionarium Research Group
Assistant Professor at Razi University

Personal Profile

I have emotion; hence, I still a human, not a machine. According to Minsky, “The question is not whether intelligent machines have any emotions, but whether machines can be intelligent without any emotions.” It should be noted that many of researches conducted on artificial intelligence have been concentrated on rational aspects of decision making although emotions such as joy, distress, hope, fear, and anger play an important role in human behavior. Based on recent theories, the intelligence of a human cannot be measured using the Intelligence Quotient (IQ) test only. It should be noted that a successful seller, politician, teacher, surgeon, and religious leader has a high degree of Emotional Intelligence (EQ).

The machines are changing our emotional relationship with emotionless smart devices. My vision is to equip smart devices with emotions for a more humanized world. Since my background is software engineering; my researches are about designing and implementation of applications which they can sense and respond to emotional states of users without using extra hardware. In most of my researches, they sense emotions from the mouse, keyboard, touch screens, text inputs, and observational behavior of a user. Then a user model is created based on the user’s emotion, mood, personality, or/and culture to cope with negative emotions in a recommender or e-learning applications.

Education

M.Sc. in Computer Software Engineering

Faculty of Engineering, University of Isfahan, Isfahan, Iran, Sept. 2004 -Sept. 2006

M.Sc. Thesis:
Design and Implementation of an Emotional Model in Intelligent Agents
Supervisor: Prof. Naser Ghasem-Aghaee

B.Sc. in Computer Software Engineering

Faculty of Engineering, Razi University, Kermanshah, Iran, Sept. 2000 - Sept. 2004

B.Sc. Thesis:
Design and Implementation of a Service Oriented Management System

Interests

Publications (Journal&Book chapter)

  1. Mohammadi, A. and Kazemifard, M., and Karami, J., (2019). "Improving Online Education Systems Based on the Emotions and Personal Type", The International Journal of E-Learning and Educational Technologies in the Digital Media (IJEETDM), 5 (2), pp: 36-47. (pdf)

  2. Hakimi, F. and Kazemifard, M., and Asghari, M., (2016). "EmoNews: an Emotional News Recommender System". Journal of Digital Information Management, 14 (6), pp: 392-402. (pdf)

  3. Noori, F. and Kazemifard, M. (2016). "AUBUE An Adaptive User-Interface Based on Users Emotions". Journal Of Computing And Security, 3 (2), pp: 127-145. (pdf)

  4. Mohammadi, S. K., Kamal Kharazi, S. A. N., Kazemifard, M., and Pour Karim, J. (2016). "A Model for Multicultural Education in Higher Education Governance: Iranian Expert Views". Journal of Research in Teaching, 4 (1), pp: 65-91 (Persian).(pdf)

  5. Mohammadi, S. K., Kamal Kharazi, S. A. N., Kazemifard, M., and Pour Karim, J. (2016). "Multicultural Education Management in Iranian Schools: A Qualitative Meta-analysis". Journal of School Administration, 4 (2), pp: 87-107 (Persian).(pdf)

  6. Ören, T.I.,Kazemifard, M., , and Noori F. (2015). "Agents with four categories of understanding abilities and their role in two-stage (deep) emotional intelligence simulation". International Journal of Modeling, Simulation, and Scientific Computing (IJMSSC), 6 (3), pp: 1-16.

  7. Kazemifard, M., Ghasem-Aghaee, N., Koenig, B., and Ören, T.I. (2014). "An emotion understanding framework for intelligent agents based on episodic and semantic memories. Autonomous Agents and Multi-Agent Systems", 28(1), 126-153. (pdf)

  8. Kazemifard, M., Ghasem-Aghaee, N., and Ören, T.I. (2012). "Emotive and Cognitive Simulations by Agents: Roles of Three Levels of Information Processing", Cognitive Systems Research, 13(1), 24-38. (pdf)

  9. Kazemifard, M., Zaeri, A., Ghasem-Aghaee, N., NematBakhsh, M.A., and Mardukhi, F. (2011). "Fuzzy Emotional COCOMO II Software Cost Estimation (FECSCE) Using Multi-Agent Systems",Applied Soft Computing, 11(2), 2260-2270. (pdf)

  10. Kazemifard, M., Ghasem-Aghaee, N., and Ören, T.I. (2011). "Design and Implementation of GEmA: A Generic Emotional Agent",Expert Systems with Applications, 38(3), 2640–2652. (pdf)

  11. Fatahi, S., Kazemifard, M., and Ghasem-Aghaee, N. (2009). "Design and Implementation of an E-Learning Model by Considering Learner's Personality and Emotions". In S. I. Ao and L. Gelman (Eds.), Advances in Electrical Engineering and Computational Science (Vol. 39, pp. 423-434): Springer Netherlands. (pdf)

Publications (Conference)

  1. F. Noori, M. Kazemifard, and J. Karami, (2019). “An Addaptive Color Change of User-Interface Based on User’s Mood and Emotion, Using Memory-based System ”, In Proceedings of 12th International Conferences on Engineering & Technology, Oslo & Norway,pp.1-18. (pdf)

  2. Mohammadi, A.,Kazemifard, M., and Jahangir, K. (2017). "Emotion detection based on user interaction with touch screen in ELearning", In Proceedings of 2nd International Conference on Knowledge Based Research in Computer Engineering Information Technology, September, Tehran, Iran, pp. 1-6. (pdf)

  3. Noori, F., and Kazemifard, M.(2016). "Adapting User Interface Color in Shape Gusseing Game based on Mood and Emotion of Users", In Proceedings of First National Conference on Computer Games Challenges Opertunities, September, 2016, Isfahan, Iran, pp. 1-11 (Persian).(pdf)

  4. Mohebian, H., Kazemifard, M., Noori, F.(2016). "Personality and Mood detection of Users Playing Game with Touch Screen", In Proceedings of First National Conference on Computer Games Challenges Opertunities, September, 2016, Isfahan, Iran, pp. 1-8 (Persian).(pdf)

  5. Ören, T., Yilmaz, L., Ghasem-Aghaee, N.,Kazemifard, M., and Noori, F. (2016). "Machine Understanding in Agent-Directed Simulation: State-of-the-art and Research Directions". (Keynote article of the 2016 Modeling and Simulation of Complexity in Intelligent, Adaptive and Autonomous Systems (MSCIAAS) Symposium of the SpringSim’16), Proceedings of the SpringSim’16, Umut Durak and Murat Günal, (eds.), April 3-6, 2016, Pasadena, CA, (SCS – The Society for Modeling and Simulation International), San Diego, CA, pp. 848-855. (pdf,ppt)

  6. Hakimi, A., and Kazemifard, M. (2015). "Emotional News Recommender System". In Proceeding of the 6th International Conference of Cognitive Science (ICCS), Institute for Cognitive Science studies, Tehran, Iran, pp. 37-41.(pdf)

  7. Noori, F. and Kazemifard, M. (2015). "Simulation of Pair Programming using Multi-Agent and MBTI Personality Model". In Proceeding of the 6th International Conference of Cognitive Science (ICCS), Institute for Cognitive Science studies, Tehran, Iran, pp. 29-36.(pdf)

  8. Irani, R., and Kazemifard, M. (2015). "An Emotional Intelligent Tutor System based on Example Tracing". In Proceeding of the 6th International Conference of Cognitive Science (ICCS), Institute for Cognitive Science studies, Tehran, Iran, p. 11.(pdf)

  9. Noori, F., Shamsi Zadeh, S., and Kazemifard, M. (2015). "Design a University web site by considering Users' Emotion and Using Kansei Engineering". In Proceeding of the 6th International Conference of Cognitive Science (ICCS), Institute for Cognitive Science studies, Tehran, Iran, pp. 66-71.(pdf)

  10. Mohammadi, A., and Kazemifard, M. (2014). "A data mining-based solution for money laundering detection in bank database". Paper presented at the First Conference of Data mining in Banking, Tehran, Iran (Persian).(pdf)

  11. Tavakoli, M., Palhang, M., and Kazemifard, M. (2014). "Three levels of information processing: improvement using personality". Paper presented at the 12th Iranian Conference on Intelligent Systems, Bam, Iran, 1548-1553.(pdf)

  12. Kazemifard, M., and Ören, T.I. (2013). "Toward Agents with Switchable Emotion Understanding Ability". In Proceeding of the 5th International Conference of Cognitive Science (ICCS), Tehran, Iran, p. 27.(pdf)

  13. Ören, T., Kazemifard, M., and Yilmaz, L. (2013). "Machine Understanding and Avoidance of Misunderstanding in Agent-directed Simulation and in Emotional Intelligence". Paper presented at the 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications, Reykjavík, Iceland (pdf).

  14. Kazemifard, M., and Dalvand, K. (2012). "An Adaptive User-Interface Based on User's Emotion". In Proceeding of the 2nd International eConference on Computer and Knowledge Engineering (ICCKE), Mashhad, Iran, pp. 161 - 166.(pdf)

  15. Ramezani, F., Ghasem-Aghaee, N., and Kazemifard, M. (2011). "Modeling of Emotional-Social Negotiator Agents". In Proceeding of the 11th International Conference on Intelligent Systems Design and Applications (ISDA), Cordoba, Spain, pp. 42-46.(pdf)

  16. Kazemifard, M., Ghasem-Aghaeea, N., Koenig, B., and Ören, T.I. (2011). "Toward Effective Emotional Intelligence Simulation: Modeling Understanding Ability for Emotive Agents". In Proceeding of the Fourth International Conference of Cognitive Science (ICCS), Tehran, Iran,pp. 154 (Extended abstract)(pdf).

  17. Kazemifard, M., Ghasem-Aghaee, N., and Ören, T.I. (2009). "Agents with Ability to Understand Emotions". In Proceeding of the Summer Computer Simulation Conference, Istanbul, Turkey,pp. 254-260. (pdf)

  18. Ören, T.I., Yilmaz, L., Kazemifard, M. and Ghasem-Aghaee, N. (2009). "Multi-understanding: A Basis for Switchable Understanding for Agents". In Proceeding of the Summer Computer Simulation Conference, Istanbul, Turkey,pp. 395-402. (pdf)

  19. Ghasem-Aghaee, N., Khalesi, B., Kazemifard, M., and Ören, T.I. (2009). "Anger and Aggressive Behavior in Agent Simulation". In Proceeding of the Summer Computer Simulation Conference, Istanbul, Turkey,pp. 267-274. (pdf)

  20. Fatahi, S., Ghasem-Aghaee, N., and Kazemifard, M. (2008). "Design an Expert System for Virtual Classmate Agent (VCA)". In Proceeding of the International Conference of Computational Intelligence and Intelligent Systems (ICCIIS'08), London, UK,pp. 102-106. (pdf)

  21. Kazemifard, M., and Ghasem-Aghaee, N. (2007). "Virtual Tutor". In Proceeding of the 15th Iranian Conference on Electrical Engineering (ICEE'07), Tehran, Iran,pp. 358-363 (Persian). (pdf)

  22. Shahgholi-Ghahfarokhi, B., Shahbazi, H., Kazemifard, M., and Zamanifar, K. (2006). "Evolving Fuzzy Neural Network Based Fire Planning in Rescue Firebrigade Agents". In Proceeding of the Summer Simulation Conference (SCSC'06), Calgary, Canada,pp. 74-82. (pdf)

  23. Kazemifard, M., Ghasem-Aghaee, N., and Ören, T.I. (2006). "An Event-based Implementation of Emotional Agents". In Proceeding of the Summer Simulation Conference (SCSC'06), Calgary, Canada,pp. 63-67. (pdf)

  24. Kazemifard, M., Fatemi, A., and NamatBakhsh, N. (2006). "EJACK: AN Extended Developing Tool for Tropos". In Proceeding of the International Conference on Computer and Communication Engineering (ICCCE06), Kuala Lumpur, Malasia,pp. 214-218. (pdf)

  25. Kazemifard, M., and Ghasem-Aghaee, N. (2005). "An Emotional Model for Intelligent Agants". In Proceeding of the 7th International Conference of Intelligent Systems (CIS2005), Tehran, Iran.

Courses

  • User Interface Desing (MS)
  • Expert Systems (MS)
  • Decision Support Systems (MS)
  • Introduction to C++ Programming (BS)
  • Advanced Programming (BS)
  • Design and Implementation of Programming Languages (BS)

Theses

  1. Classification of Motor Imagery Tasks for Brain Computer Interface Applications
  2. Opinion Mining in Instagram Social Network with case study of mobile phone product
  3. Educational consultant expert system based on user interaction with touch screen in E-Learning
  4. An Emotional Arabic News Recommander System
  5. Identifying users moods and personality when playing through touch screens
  6. Emotional intelligent tutor system based on example tracing
  7. Design and Implementation of an Affective Tutor with Mood Detection Ability in Touch-based Interaction
  8. Design A Multicultural Blended E-Learning System
  9. An Adaptive Color Change of User-interface Based on User’s Mood and Emotion
  10. Stress simulation on three levels of information processing model
  11. Investigating the Influence of Personality on Pair Programming Using Fuzzy Cognitive Maps
  12. Emotional News Recommender System
  13. Stress detection in human computer interaction
  14. Design and implementation of a personality based recommender system
  15. Design and Implementation of Cell phone User Interface Consistence with Adults using Kansei Engineering
  16. Three Level of Information Processing: Improvement Using Personality
  17. Modeling Autism Disorder on the three levels of Information Processing
  18. Survey of Content Optimization for Search Engines

Awards and Honors

  1. Working with Prof. Andrew Ortony, Director, Programme in Computational Cognition for Social Systems (CCSS), Institute of High Performance Computing, Singapore Agency for Science Technology and Research (A*STAR), Singapore, in the sabbatical leave period, 2011.
  2. Twelfth place Diploma in ACM-ICPC, Asia Region, Tehran site, Sharif University of Technology, Tehran, Iran, 2010: as a coach of Razi University team.
  3. Honorable Mention Diploma in ACM-ICPC, Asia Region, Tehran site, Sharif University of Technology, Tehran, Iran, 2010: as a coach of University of Isfahan team.
  4. Honorable Mention Diploma in ACM-ICPC, Asia Region, Tehran site, Sharif University of Technology, Tehran, Iran, 2009: as a coach of University of Isfahan team.
  5. Ninth place Diploma in ACM-ICPC, Asia Region, Tehran site, Sharif University of Technology, Tehran, Iran, 2008: as a coach of University of Isfahan team.
  6. Seventh place Diploma in ACM-ICPC, Asia Region, Tehran site, Sharif University of Technology, Tehran, Iran, 2008: as a coach of University of Isfahan team.
  7. Eighth place Diploma in ACM-ICPC, Asia Region, Tehran site, Sharif University of Technology, Tehran, Iran, 2007: as a coach of University of Isfahan team.
  8. Honorable Mension Diploma in ACM-ICPC, Asia Region, Tehran site, Sharif University of Technology, Tehran, Iran, 2007: as a coach of Razi University team.
  9. Tenth place Diploma in ACM-ICPC, Asia Region, Tehran site, Sharif University of Technology, Tehran, Iran, 2006: as a coach of University of Isfahan team.
  10. Ph.D. Scholarship from Iranian Ministry of Science, Research and Technology for joining the Comouter Engineering Department of Razi University, (2006-2010).
  11. First Grade in B.Sc. of Software Engineering, Razi University, Kermanshah, Iran, 2004.