Interests
Web, Data Mining, Web Mining, Web Analytics, Social Networks, Data Quality, Web-Related Information Quality, Distributed Systems, Big Data, E-business, Digital Marketing
Biography
Dr. Mohammad Javad Shayegan Fard (previous surname Kargar) is an Associate Professor at the Department of Computer Engineering, University of Science and Culture, Tehran. Dr. Shayegan is:
- Head, Department of computer engineering (Master’s Program in Data Science and E-business + Ph.D of Computer Science), University of Science and Culture
- Founder, Center for Web Research, University of Science and Culture
- Founder, International Conference on Web Research (the most prestigious Iranian conference on cyberspace indexed by national research databases and IEEE Xplore), 2015-Present
- Founder and Chief Editor, International Journal on Web Research (IJWR), University of Science and Culture, 2017-Present
Highlights
- Professor at the University of Science and Culture, Tehran, Iran
- Founder of Web Research Idea ( Center/ Conference/Journal)
- Over 20 years of leadership experience in managing the Computer Science Department, specializing in graduate programs
- Founder of graduate programs in Computer Science at the University of Science and Culture (Software Engineering, E-Commerce, Data Science, and Artificial Intelligence)
- 7 years as Director of the Digital Technology Center at the University of Science and Culture
- Establishing the university's E-Learning system from the ground up during the COVID-19 pandemic
- Founder & Secretary of the International Conference on Web Research , indexed in IEEE for 11 consecutive years
- Founder & Editor-in-Chief of the Web Research Journal, indexed by Iran’s Ministry of Science. Submitted to Scopus and Clarivate.
- Editorial Board Member of the Iranian Journal of Electrical and Computer Engineering and Technology Law
- Recognized as Top Researcher at the University of Science and Culture in 2022, 2023, and 2024
- Awarded Best Thesis Supervisor at the University of Science and Culture in 2023
- Awarded Best Thesis Supervisor at the University of Science and Culture in 2025
Professional Backgrounds
Education
- Ph.D. , 2008 , Information Technology , University Putra Malaysia
- Master's Degree , 1998 , Computer َArchitecture , Islamic Azad University, Science and Research Branch, Tehran
- Bachelor's Degree , 1995 , Copmuter Engineering - Software , Islamic Azad University, Science and Research Branch, Tehran
Journal Papers
- Kargar, M. & Hassanian, R. (2017). Referral Traffic Analysis: A Case Study of the Iranian Students' News Agency. Journal of Information Systems and Telecommunication,. ,3 (1) ,42-49. cite
- kargar, m. & vakili, m. (2015). Load balancing in MapReduce on homogeneous and heterogeneous clusters: an in-depth review. International Journal of Communication Networks and Distributed Systems. ,15 (2) ,149-168. Inderscience. cite
- Mansouri, M. & Kargar, M. (2014). Analysis and Monitoring of the Traffic Suburban Road Accidents Using Data Mining Techniques; A Case Study of Isfahan Province in Iran. The Open Transportation Journal. ,4 (8) ,39-49. cite
- Babalou, S. & Kargar, M. & Davarpanah, S. (2015). Centralized Clustering Method To Increase Accuracy In Ontology Matching Systems. Amirkabir International Journal of Modeling, Identification, Simulation & Control . ,45 (2) ,1-10. cite
- Kargar, M. (2011). A Systemic Method for Measuring Quality of Information on Weblog. Australian Journal of Basic and Applied Sciences. ,3 (5) ,44-50. cite
- Kargar, M. (2011). University Website Ranking from Usability Criteria Perspective; A Case Study in IRAN. International Journal of Advancements in Computing Technology. ,3 (11) ,246-251. cite
- Niksaz, P. & Kargar, M. (2012). A Full Review of Attacks and Countermeasures in Wireless Sensor Networks,. International Journal of Information Security and Privacy. ,6 (4) ,1-39. IGI-Global. cite
- Kargar, M. & Ghasemi, S. & Rahimi, O. (2013). Wireless Body Area Network: From Electronic Health Security Perspective. Int. J. Reliability. Quality. E-Healthcare . ,2 (4) ,38-47. IGI-Global. cite
- Zare, M. & Kargar, M. (2016). A Social Cloud Computing: Employing a Bee Colony Algorithm for Sharing and Allocating Tourism Resources. Modern Applied Science; Vol. 10, No. 5; 2016. ,10 (5) ,207-215. cite
- Kalhori, M. & Kargar, M. (2016). An Analytical Employee Performance Evaluation Approach in Office Automation and Information Systems. Organizational Productivity and Performance Measurements Using Predictive Modeling and Analytics . cite
- Hassanian-Esfahani, R. & Kargar, M. (2016). Referral Traffic Analysis: A Case Study of the Iranian Students' News Agency (ISNA). Journal of Information Systems and Telecommunication. ,3 (1) ,42-49. cite
- Kargar, M. (2011). Evaluating Weblog Behaviour in Quality of Information Criteria. International Journal on Internet and Distributed Computing Systems. ,1 ,16-21. cite
- Azimzadeh, F. & Kargar, M. (2011). A Systemic Method for Measuring Quality Information on Web. Australian Journal of Basic and Applied Sciences. ,5 (3) ,44-50. cite
- Kargar, M. (2011). A Content Management System for Building Quality Blogs. , International Journal on Computer Science and Engineering. ,3 (1) ,345-351. cite
- Kargar, M. (2008). Assessing Quality of Information on the Web Towards a Comprehensive Framework. Iranian Journal of Engineering Sciences( University of Isfahan). ,1 (1) ,1-15. cite
- Kargar, M. & Ramli, A. & Ibrahim, H. & Noor, S. (2008). Formulating Priority of IQ Criteria on the Blog. World Applied Sciences Journal. ,4 (4) ,586-593. cite
- Almasinejad, P. & Kargar, M. (2017). A Novel Web-Page Clustering Method Using K-Means Improved with Cellular Learning Automata And Genetic Algorithm. International Journal of Computer Science and Network Security. ,17 (6) ,278-286. cite
- Hasanian, R. & Kargar, M. (2018). Sectional MinHash for near-duplicate detection. Expert Systems with Applications . ,99 (1) ,203-212. cite
- Zahiri, J. & Khorsand, B. & Yousefi, A. & Kargar, M. & Shirai, R. & Mahdevar, G. (2019). AntAngioCOOL: computational detection of anti‑angiogenic peptides. Journal of Translational Medicine. ,17 (1) cite
- Hassanian, R. & Kargar, M. (2019). A pruning strategy to improve pairwise comparison-based near-duplicate detection. Knowledge and Information Systems. ,61 (2) ,1-33. cite
- Shayegan, M. & Molanorouzi, M. (2021). A lexicon weighted sentiment analysis approach on Twitter. International Journal of Web Based Communities. ,17 (3) ,149-162. cite
- Shayegan, M. & Ashoori, A. (2022). Evaluating Success of E-Learning in Different Faculties of a University. International Journal of Web Research. ,5 ,61-69. cite
- Shamsi, K. & Shayegan, M. & Uddin, M. (2022). A Fair Method for Distributing Collective Assets in the Stellar Blockchain Financial Network. Sustainability. ,14 (9) cite
- Shayegan, M. & Faizollahi-Samarin, M. (2022). An extended version of sectional MinHash method for near-duplicate detection. The Journal of Supercomputing. ,1-25. cite
- Zareian, L. & Rahebi, J. & Shayegan, M. (2024). Bitterling fish optimization (BFO) algorithm. Multimedia Tools and Applications. ,1-34. cite
- Khaligh , M. & Shayegan, M. (2025). Personalized sequential recommendation via contrastive learning and knowledge graph embeddings. Discover Artificial Intelligence. ,5 (1) cite
- Shayegan, M. & Pirbalouti, E. & Saraee, M. (2025). COVID-19 Persian misinformation detection on Instagram: A comparative analysis of machine learning and deep learning methods. Healthcare Technology Letters. ,12 (1) cite
Conference Papers
- Shayegan, M. & Asgari Namin, P. (2021). An Approach to Improve Apriori Algorithm for Extraction of Frequent Itemsets. 7th International Conference on Web Research (ICWR) ( 206-210 ). Tehran. cite
- Kalhori, M. & Kargar, M. (2015). A Framework for Automatic Evaluation of Employee Performance in Office Automation System. International Conference on Recent Research in management, economics, accounting Istanbul, Turkey. cite
- Kargar, M. (2017). Towards a Social Network Framework for E-Learning. International Conference on Soft Computing and its Applications(ICSCA'2012) ( 188-192 ). Kuala Lumpur, Malaysia. cite
- Zojaji, M. & Kargar, M. (2015). Analysis of Overlapping Community Algorithms in Social Networks. International Conference on Web Research Tehran. cite
- Babalou, S. & Kargar, M. & Davarpanah, S. (2017). Large-Scale Ontology Matching: a Review of the Literature. 2th International Conference on Web Research Tehran. cite
- Hassanian-esfahani, R. & Kargar, M. (2016). A survey on web news retrieval and mining. Second International Conference on Web Research (ICWR) Tehran. cite
- Behnam, H. & Kargar, M. (2017). Plagiarism detection of flowchart images in the texts. 3th International Conference on Web Research Tehran. cite
- Kargar, M. & Hanafizade, A. (2018). Automation of regression test in microservice architecture. 4th International Conference on Web Research Tehran. cite
- Kargar, M. & Oveissi, A. (2017). An open model for question answering systems based on Crowdsourcing. 3th International Conference on Web Research Tehran. IEEE. cite
- Shayegan, M. & Mohammad, M. (2021). Bibliometric of Semantic Enrichment. 7th International Conference on Web Research (ICWR) ( 202-205 ). Tehran. cite
- Shayegan Fard , M. & Namin, A. (2020). Review of Apriori based Frequent Itemset Mining Solutions on Big Data. 2020 6th IEEE International Conference on Web Research (ICWR) ( 157-164 ). Tehran. cite
- Karimtabar , N. & Shayegan Fard, M. (2020). An Extension of the Apriori Algorithm for Finding Frequent Items. 2020 6th IEEE International Conference on Web Research (ICWR) ( 330-334 ). Tehran. cite
- Shayegan , M. & Damghanian, A. (2023). A Review of Methods to Prevent DDOS Attacks Using NFV and SDN. 2023 9th International Conference on Web Research (ICWR) ( 355-346 ). Tehran. cite
