چاپ
CV
IAUN
Islamic Azad University, Najafabad Branch

 1- Personal Information  
First Name : Hamid
Last Name : Rastegari
E-mail : rastegari {at}iaun{dot}ac{dot}ir
Work Address : Islamic Azad University, Najafabad Branch, Esfahan
Academic Rank :Assistant Professor


 2- Education Background  
Academic Degree Education Field University Country Year
B.Sc - - - -
M.Sc - - - -
Ph.D Computer Science - Soft Computing UTM Malaysia 2011


 3- Educational Experience  
Row Specialized Courses Taught Degree
1 Research Methodology کارشناسي ارشد - دکتري
2 Natural Language Processing کارشناسي ارشد - دکتري
3 Advanced Information Retrieval کارشناسي ارشد - دکتري
4 Semantic Web کارشناسي ارشد


 4- Research Interests  
Row Fields of Investigation and Specialized
1 Data Mining (Web Mining - Text Mining)
2 Information Retrieval
3 Natural Language Processing(Sentiment Analysis, Q/A System, Text Summarization, Plagiarism Detection)
4 Semantic Web


 5- Research Activities    5-1) Paper Published in Journals  
Row Article title Journal Name Year Volume Article Printed Pages
1 Dynamic pricing for information goods using revenue management and recommender systems Journal of Revenue and Pricing Management 2021 19 1-11
2 The Innovation Roadmap and Value Creation for Information Goods Pricing as an Economic Commodity The Journal of Information Systems and Telecommunication 2019 7-2 154-164
3 Intelligent mining of large-scale bio-data: Bioinformatics applications Biotechnology 2018 32-1 10-29
4 PERSIAN QUESTION CLASSIFICATION USING HEADWORD AND SEMANTIC FEATURES Journal of Theoretical and Applied Information Technology 2018 96-21 7206-7214
5 Customer Relations Management using J48 Tree, Ranking Algorithm, and Chi-Square International Journal of Computer Science and Information Security 2016 14-2 46-53
6 A Persian Fuzzy Plagiarism Detection Approach Journal of Information Systems and Telecommunication 2015 3 182-190
7 An Algorithm for Hiding Sensitive Frequent Itemsets International Journal of Advances in Soft Computing and its Applications 2015 7 51-63
8 Using J48 tree for value-b ased customer relations management (CRM) International Journal of Computer Science and Information Security 2015 13-7 49-55
9 UDFP-TREE: AN EFFICIENT TREE FOR INTERACTIVE MINING OF FREQUENT PATTERNS FROM UNCERTAIN DATA Journal of Theoretical and Applied Information Technology 2015 73-3 418-422
10 A Method for Hiding Association rules with Minimum Changes in Database Advances in Computer Science: an International Journal 2014 3 83-90
11 A Review of Data Mining Techniques for Result Prediction in Sports Advances in Computer Science: an International Journal 2013 2 7-12
12 Sensitive Representative Association Rules International Journal of Advanced Research in Computer Science and Software Engineering 2013 3 1-6
13 Web Search Personalization Based on Browsing History by Artificial Immune System International Journal of Advances in Soft Computing and Its Applications 2010 2 282-301
14 Data mining and e-commerce : methods, applications, and challenges Jurnal Teknologi Maklumat 2008 20 116-128
15 Integrating RFM and Classification for Response Modeling Based on Customer Lifetime Value CUMHURIYET SCIENCE JOURNAL 2015 36 246-253

 5-2) Papers Presented at the Conference  
Row Article title Conference Name Conference Location Year
1 Linear Separation Techniques in question/answering System First International Conference on Computer Science and Engineering Najaabad Branch, Islamic Azad University 2107
2 A Review of Sentiment Analysis on Persian Language First International Conference on Computer Science and Engineering Najafabad Branch, Islamic Azad University 2107
3 Review of Web Page Ranking in Text Processing Systems The Second Conference On Artificial Intelligence and Soft Computing in the Humanities Tehran 2022
4 Metaverse Effect on virtual Education in the post-corona world 2th National conference on health knowledge production, confronting COVID 19 and governing the post-corona world Najafabad ۲۰۲۲
5 Review of Group Decision Methods on Social Networks 10th National Conference on Electrical, Computer and Mechanical Engineering shirvan 2021
6 A Concept Framework for Web Information Retrieval 5th National Conference on Computer Engineering and Blockchain Tehran 2020
7 A Survey on Text Summarization and Information Retrieval 1th National conference on health knowledge production and governance in the post-corona Islamic Azad University, Najafabad Branch 2020
8 A Survey on Data Mining and Semantic Web in knowledge Management 5th National Conference on Humanities and Management Studies Tehran 2020
9 A Review of Semantic Web-Based E_Learning Methods 5TH International Conference on Electrical and Computer with emphases native knowledge Tehran 2018
10 Review of Parallel and Distributed Algorithms for Extraction of Frequent Itemsets National Conference on the Modern Technologies in Electrical and Computer Engineering Isfahan University 2018
11 A survey on Central and Distributed Algorithms for Frequent Itemset Mining National Conference on the Application of Modern Technologies in Engineering Sciences Isfahan University 2018
12 A Review of Personal Feedback Techniques in the E-Learning System 5th International Conference on Electrical and Computer with emphases native knowledge Tehran 2018
13 Text Quality Prediction in Question/Answering System: Review of Deep Learning Methods Computerized National Conference, Information Technology and AI Applications Chamran University 2018
14 Review of Extrinsic Plagiarism Detection on Single and Multi-Lingual Methods Computerized National Conference, Information Technology and AI Applications Chamran University 2018
15 Review of Sentiment Analysis Using Lexicon, Machine Learning, and Combination Methods The First National Conference on Applied Research in Computational Linguistics Shiraz 2018
16 Query-Based MIHA Scheme for En-Route Filtering of Injected False Data in Wireless Sensor Networks 5th International Conference on Interactive Digital Media (ICIDM2018) Liverpool, UK 2018
17 Improving the Precision of Search Engines Using Semantic Similarity 5th International Conference on Interactive Digital Media (ICIDM2018) Liverpool, UK 2018
18 A New Model for Improving Medical Question Answering Systems Based on Ant Colony Algorithm First International Conference on Computer Science and Engineering Najafabad Branch, Islamic Azad University 2017
19 The Usage of Dempster-Shafer Aggregation Algorithm in Sentiment Analyse First International Conference on Computer Science and Engineering Najafabad Branch, Islamic Azad University 2017
20 Accurate Recognition of Blurred Face Images Using Moment Invariants First International Conference on Computer Science and Engineering Najaabad Branch, Islamic Azad University 2017
21 Review of Spam Filtering Algorithms First International Conference on Computer Science and Engineering Najaabad Branch, Islamic Azad University 2017
22 Review of Ranking Methods Using Personalization and PageRank First International Conference on Computer Science and Engineering Najafabad Branch, Islamic Azad University 2017
23 Review on Email Spam Filtering Approaches 2nd National Computer Engineering Conference, Massive Data and Algorithms Majlesi Branch, Islamic Azad University 2017
24 Review on Detection and Filtering of Text Spam National conference on computer engineering , big data and algorithms Majlesi Branch, Islamic Azad University 2017
25 Review Performance in Machine Learning Algorithms to Spam Detection First International Conference on Computer Science and Engineering CCSE 2017 Najafabad Branch, Islamic Azad University 2017
26 New Term Weighting Schema for Improving Precision in Textual Information Retrieval First International Conference on Computer Science and Engineering Najaabad Branch, Islamic Azad University 2017
27 مروري برجديدترين تکنيکهاي جستوجوي معنايي در قرآن 1th International Conference on New Research Achievements in Electrical and Computer Engineering AmirKabir University of Technology 2016
28 IMPROVING THE EFFICIENCY OF SEMANTIC SEARCH ENGINE ARCHITECTURE USING SIMILARITY BETWEEN WORDS AND CONCEPTUAL SIMILARITY The third International Conference on applied research in Computer and Information Malek Ashtar University of Technology 2016
29 Architecture and Available Methods of Question Answering System: A Review Study 1th International Conference on New Research Achievements in Electrical and Computer Engineering AmirKabir University of technology 2016
30 An Approach to Optimization of Ranking Algorithm in Spam Detection 3th International Conference on Applied Research in Computer Engineering and Information Technology Tehran 2016
31 Rainfall Forecasting of Najafabad city by MLP Neural Network and Genetic Algorithm 3th International Conference on Applied Research in Computer Engineering and Information Technology Malek Ashtar University 2016
32 Review of Extrinsic Plagiarism Detection Approaches 3rd International Congress on Computer,Electrical and Communication Emam Reza University 2016
33 A new method for summarizing scientific subjects based on latent semantic analysis The first National Conference on Innovation in Engineering, Computer Islamic Azad University - Shahrekord 2015
34 استفاده از انتخاب ويژگي جهت بهبود صحت پيش بيني نتايج مسابقات بسکتبال 2nd National Conference on Computer Science and Engineering دانشگاه آزاد اسلامي - واحد نجف آباد 2014
35 بررسي کاربرد الگوريتم ژنتيک در تشخيص نفوذ شبکه هاي کامپيوتري 2nd National Conference on Computer Science and Engineering دانشگاه آزاد اسلامي - واحد نجف آباد 2014
36 بررسي و مقايسه راهکارهاي کشف وب سرويس 2nd National Conference on Computer Science and Engineering دانشگاه آزاد اسلامي - واحد نجف آباد 2014
37 مروري بر روشهاي حفظ حريم خصوصي در امنيت پايگاه داده تراکنشي 2nd National Conference on Computer Science and Engineer Najafabad 2014
38 Text Categorization using Imporoved KNN based on Weighted Clusters 1st National Innovation Conference on Computer Engineering and Information Technology Mazandaran 2013
39 An Immune System Approach to Personalize Search Results 11th International Conference on Intelligent Systems Design and Applications (ISDA) Cordoba, Spain 2011
40 Incorporating Scholar 5th Malaysian Conference in Software Engineering (MySEC) Johor, Malaysia 2011
41 Review of Artificial Immune System in Web Personalization International Conference of Soft Computing and Pattern Recognition Meleka, Malaysia 2009
42 A Data Mining Approach for Business International Graduate Conference on Engineering and Science (IGCES 2008) Skudai, Malaysia 2008

 5-3) Completed Research Plans  
Row Title Responsibility Project Kind

 5-4) Compilation and Books  
Row Title Compilation Kind Compilation Publishing Date Publisher

 5-5) Initiative, Innovation and Invention, and Valuable Asrbdy  
Row Title Registration Place Reference Confirmed Date

 5-6) Awards and Honors  
Row Institution Title Festival Date Reference Award Announcement
1 Islamic Azad University- Sharekord Branch Best Paper in National Conference on New Idea in Computer Engineering 2015

 5-7) Lecturer Of Workshop  
Row Title Date
1 Information Retrieval and Web Search Strategy 20/02/2013
2 Natural Language Processing 16/12/2014


 6- Executive Experience  
Row Title Executive Year
1 Head of Computer Department 2002
2 Coordinator of 1nd National Conference on Computer Science a 2013
3 Reviewer of 1nd National Conference on Computer Science and 2013
4 Head of Postgraduate Department 2013
5 2nd National Conference on Computer Science 2013
6 Member and chairman of post-education committee 2013
7 Reviewer of 2nd National Conference on Computer Science and 2014
8 Member of research committee 2014
9 Dean of Skill and Entrepreneurship College 2018